diff --git a/.dockerignore b/.dockerignore
new file mode 100644
index 000000000..dce0570e9
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1,36 @@
+# Dependencies and build artifacts
+node_modules
+dist
+.git
+.gitignore
+
+# IDE and OS
+.vscode
+.idea
+*.log
+.DS_Store
+Thumbs.db
+
+# Env and secrets (mount at runtime)
+.env
+.env.local
+.env.*.local
+
+# Tauri build outputs (not needed for Docker image)
+src-tauri/target
+
+# Tests and dev
+e2e
+tests
+*.spec.ts
+*.test.mjs
+playwright
+playwright.config.*
+
+# Docs and meta (optional: remove if you want them in image)
+docs
+*.md
+!README.md
+
+# Desktop packaging
+scripts/desktop-package.mjs
diff --git a/.env.example b/.env.example
new file mode 100644
index 000000000..119be9150
--- /dev/null
+++ b/.env.example
@@ -0,0 +1,120 @@
+# ============================================
+# World Monitor — Environment Variables
+# ============================================
+# Copy this file to .env.local and fill in the values you need.
+# All keys are optional — the dashboard works without them,
+# but the corresponding features will be disabled.
+#
+#   cp .env.example .env.local
+#
+# ============================================
+
+
+# ------ AI Summarization (Vercel) ------
+
+# Groq API (primary — 14,400 req/day on free tier)
+# Get yours at: https://console.groq.com/
+GROQ_API_KEY=
+
+# OpenRouter API (fallback — 50 req/day on free tier)
+# Get yours at: https://openrouter.ai/
+OPENROUTER_API_KEY=
+
+
+# ------ Cross-User Cache (Vercel — Upstash Redis) ------
+
+# Used to deduplicate AI calls and cache risk scores across visitors.
+# Create a free Redis database at: https://upstash.com/
+UPSTASH_REDIS_REST_URL=
+UPSTASH_REDIS_REST_TOKEN=
+
+
+# ------ Market Data (Vercel) ------
+
+# Finnhub (primary stock quotes — free tier available)
+# Register at: https://finnhub.io/
+FINNHUB_API_KEY=
+
+
+# ------ Energy Data (Vercel) ------
+
+# U.S. Energy Information Administration (oil prices, production, inventory)
+# Register at: https://www.eia.gov/opendata/
+EIA_API_KEY=
+
+
+# ------ Economic Data (Vercel) ------
+
+# FRED (Federal Reserve Economic Data)
+# Register at: https://fred.stlouisfed.org/docs/api/api_key.html
+FRED_API_KEY=
+
+
+# ------ Aircraft Tracking (Vercel) ------
+
+# Wingbits aircraft enrichment (owner, operator, type)
+# Contact: https://wingbits.com/
+WINGBITS_API_KEY=
+
+
+# ------ Conflict & Protest Data (Vercel) ------
+
+# ACLED (Armed Conflict Location & Event Data — free for researchers)
+# Register at: https://acleddata.com/
+ACLED_ACCESS_TOKEN=
+
+
+# ------ Internet Outages (Vercel) ------
+
+# Cloudflare Radar API (requires free Cloudflare account with Radar access)
+CLOUDFLARE_API_TOKEN=
+
+
+# ------ Satellite Fire Detection (Vercel) ------
+
+# NASA FIRMS (Fire Information for Resource Management System)
+# Register at: https://firms.modaps.eosdis.nasa.gov/
+NASA_FIRMS_API_KEY=
+
+
+# ------ Railway Relay (scripts/ais-relay.cjs) ------
+# The relay server handles AIS vessel tracking and OpenSky aircraft data.
+# Deploy on Railway with: node scripts/ais-relay.cjs
+
+# AISStream API key for live vessel positions
+# Get yours at: https://aisstream.io/
+AISSTREAM_API_KEY=
+
+# OpenSky Network OAuth2 credentials (higher rate limits for cloud IPs)
+# Register at: https://opensky-network.org/
+OPENSKY_CLIENT_ID=
+OPENSKY_CLIENT_SECRET=
+
+
+# ------ Railway Relay Connection (Vercel → Railway) ------
+
+# Server-side URL (https://) — used by Vercel edge functions to reach the relay
+WS_RELAY_URL=
+
+# Client-side URL (wss://) — used by the browser to connect via WebSocket
+VITE_WS_RELAY_URL=
+
+
+# ------ Public Data Sources (no keys required) ------
+
+# UCDP (Uppsala Conflict Data Program) — public API, no auth
+# UNHCR (UN Refugee Agency) — public API, no auth (CC BY 4.0)
+# Open-Meteo — public API, no auth (processes Copernicus ERA5)
+# WorldPop — public API, optional key for higher rate limits
+# WORLDPOP_API_KEY=
+
+
+# ------ Site Configuration ------
+
+# Site variant: "full" (worldmonitor.app) or "tech" (tech.worldmonitor.app)
+VITE_VARIANT=full
+
+# Map interaction mode:
+# - "flat" keeps pitch/rotation disabled (2D interaction)
+# - "3d" enables pitch/rotation interactions (default)
+VITE_MAP_INTERACTION_MODE=3d
diff --git a/.github/workflows/build-desktop.yml b/.github/workflows/build-desktop.yml
new file mode 100644
index 000000000..198979c56
--- /dev/null
+++ b/.github/workflows/build-desktop.yml
@@ -0,0 +1,291 @@
+name: 'Build Desktop App'
+
+on:
+  workflow_dispatch:
+    inputs:
+      variant:
+        description: 'App variant'
+        required: true
+        default: 'full'
+        type: choice
+        options:
+          - full
+          - tech
+      draft:
+        description: 'Create as draft release'
+        required: false
+        default: true
+        type: boolean
+  push:
+    tags:
+      - 'v*'
+
+concurrency:
+  group: desktop-build-${{ github.ref }}
+  cancel-in-progress: true
+
+env:
+  CARGO_REGISTRIES_CRATES_IO_PROTOCOL: sparse
+
+jobs:
+  build-tauri:
+    permissions:
+      contents: write
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - platform: 'macos-14'
+            args: '--target aarch64-apple-darwin'
+            label: 'macOS-ARM64'
+            timeout: 180
+          - platform: 'macos-latest'
+            args: '--target x86_64-apple-darwin'
+            label: 'macOS-x64'
+            timeout: 180
+          - platform: 'windows-latest'
+            args: ''
+            label: 'Windows-x64'
+            timeout: 120
+
+    runs-on: ${{ matrix.platform }}
+    name: Build (${{ matrix.label }})
+    timeout-minutes: ${{ matrix.timeout }}
+
+    steps:
+      - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5
+
+      - name: Start job timer
+        shell: bash
+        run: echo "JOB_START_EPOCH=$(date +%s)" >> "$GITHUB_ENV"
+
+      - name: Setup Node.js
+        uses: actions/setup-node@49933ea5288caeca8642d1e84afbd3f7d6820020
+        with:
+          node-version: '22'
+          cache: 'npm'
+
+      - name: Install Rust stable
+        uses: dtolnay/rust-toolchain@631a55b12751854ce901bb631d5902ceb48146f7
+        with:
+          toolchain: stable
+          targets: ${{ contains(matrix.platform, 'macos') && 'aarch64-apple-darwin,x86_64-apple-darwin' || '' }}
+
+      - name: Rust cache
+        uses: swatinem/rust-cache@ad397744b0d591a723ab90405b7247fac0e6b8db
+        with:
+          workspaces: './src-tauri -> target'
+          cache-on-failure: true
+
+      - name: Install frontend dependencies
+        run: npm ci
+
+      # ── Detect whether Apple signing secrets are configured ──
+      - name: Check Apple signing secrets
+        if: contains(matrix.platform, 'macos')
+        id: apple-signing
+        shell: bash
+        run: |
+          if [ -n "${{ secrets.APPLE_CERTIFICATE }}" ] && [ -n "${{ secrets.APPLE_CERTIFICATE_PASSWORD }}" ] && [ -n "${{ secrets.KEYCHAIN_PASSWORD }}" ]; then
+            echo "available=true" >> $GITHUB_OUTPUT
+            echo "Apple signing secrets detected"
+          else
+            echo "available=false" >> $GITHUB_OUTPUT
+            echo "No Apple signing secrets — building unsigned"
+          fi
+
+      # ── macOS Code Signing (only when secrets are valid) ──
+      - name: Import Apple Developer Certificate
+        if: contains(matrix.platform, 'macos') && steps.apple-signing.outputs.available == 'true'
+        env:
+          APPLE_CERTIFICATE: ${{ secrets.APPLE_CERTIFICATE }}
+          APPLE_CERTIFICATE_PASSWORD: ${{ secrets.APPLE_CERTIFICATE_PASSWORD }}
+          KEYCHAIN_PASSWORD: ${{ secrets.KEYCHAIN_PASSWORD }}
+        run: |
+          printf '%s' "$APPLE_CERTIFICATE" | base64 --decode > certificate.p12
+          CERT_SIZE=$(wc -c < certificate.p12 | tr -d ' ')
+          if [ "$CERT_SIZE" -lt 100 ]; then
+            echo "::warning::Certificate file too small ($CERT_SIZE bytes) — likely invalid. Skipping signing."
+            echo "SKIP_SIGNING=true" >> $GITHUB_ENV
+            exit 0
+          fi
+
+          security create-keychain -p "$KEYCHAIN_PASSWORD" build.keychain
+          security default-keychain -s build.keychain
+          security unlock-keychain -p "$KEYCHAIN_PASSWORD" build.keychain
+          security set-keychain-settings -t 3600 -u build.keychain
+          security import certificate.p12 -k build.keychain \
+            -P "$APPLE_CERTIFICATE_PASSWORD" -T /usr/bin/codesign || {
+            echo "::warning::Certificate import failed — building unsigned"
+            echo "SKIP_SIGNING=true" >> $GITHUB_ENV
+            exit 0
+          }
+          security set-key-partition-list -S apple-tool:,apple:,codesign: \
+            -s -k "$KEYCHAIN_PASSWORD" build.keychain
+
+          CERT_INFO=$(security find-identity -v -p codesigning build.keychain \
+            | grep "Developer ID Application" || true)
+          if [ -n "$CERT_INFO" ]; then
+            CERT_ID=$(echo "$CERT_INFO" | head -1 | awk -F'"' '{print $2}')
+            echo "APPLE_SIGNING_IDENTITY=$CERT_ID" >> $GITHUB_ENV
+            echo "Certificate imported: $CERT_ID"
+          else
+            echo "::warning::No Developer ID certificate found in keychain — building unsigned"
+            echo "SKIP_SIGNING=true" >> $GITHUB_ENV
+          fi
+
+      # ── Determine variant ──
+      - name: Set build variant
+        shell: bash
+        run: |
+          if [ "${{ github.event_name }}" = "workflow_dispatch" ]; then
+            echo "BUILD_VARIANT=${{ github.event.inputs.variant }}" >> $GITHUB_ENV
+          else
+            echo "BUILD_VARIANT=full" >> $GITHUB_ENV
+          fi
+
+      # ── Build with tauri-action ──
+      # Signed builds: only when Apple signing secrets are valid and imported
+      # Unsigned builds: fallback when no signing (Windows always uses this path)
+
+      # ── Build: Full variant (signed) ──
+      - name: Build Tauri app (full, signed)
+        if: env.BUILD_VARIANT == 'full' && steps.apple-signing.outputs.available == 'true' && env.SKIP_SIGNING != 'true'
+        uses: tauri-apps/tauri-action@79c624843491f12ae9d63592534ed49df3bc4adb
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          VITE_VARIANT: full
+          VITE_DESKTOP_RUNTIME: '1'
+          APPLE_CERTIFICATE: ${{ secrets.APPLE_CERTIFICATE }}
+          APPLE_CERTIFICATE_PASSWORD: ${{ secrets.APPLE_CERTIFICATE_PASSWORD }}
+          APPLE_SIGNING_IDENTITY: ${{ env.APPLE_SIGNING_IDENTITY }}
+          APPLE_ID: ${{ secrets.APPLE_ID }}
+          APPLE_PASSWORD: ${{ secrets.APPLE_PASSWORD }}
+          APPLE_TEAM_ID: ${{ secrets.APPLE_TEAM_ID }}
+        with:
+          tagName: v__VERSION__
+          releaseName: 'World Monitor v__VERSION__'
+          releaseBody: 'See changelog below.'
+          releaseDraft: ${{ github.event_name == 'workflow_dispatch' && fromJSON(github.event.inputs.draft) }}
+          prerelease: false
+          args: ${{ matrix.args }}
+          retryAttempts: 1
+
+      # ── Build: Full variant (unsigned — no Apple certs) ──
+      - name: Build Tauri app (full, unsigned)
+        if: env.BUILD_VARIANT == 'full' && (steps.apple-signing.outputs.available != 'true' || env.SKIP_SIGNING == 'true')
+        uses: tauri-apps/tauri-action@79c624843491f12ae9d63592534ed49df3bc4adb
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          VITE_VARIANT: full
+          VITE_DESKTOP_RUNTIME: '1'
+        with:
+          tagName: v__VERSION__
+          releaseName: 'World Monitor v__VERSION__'
+          releaseBody: 'See changelog below.'
+          releaseDraft: ${{ github.event_name == 'workflow_dispatch' && fromJSON(github.event.inputs.draft) }}
+          prerelease: false
+          args: ${{ matrix.args }}
+          retryAttempts: 1
+
+      # ── Build: Tech variant (signed) ──
+      - name: Build Tauri app (tech, signed)
+        if: env.BUILD_VARIANT == 'tech' && steps.apple-signing.outputs.available == 'true' && env.SKIP_SIGNING != 'true'
+        uses: tauri-apps/tauri-action@79c624843491f12ae9d63592534ed49df3bc4adb
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          VITE_VARIANT: tech
+          VITE_DESKTOP_RUNTIME: '1'
+          APPLE_CERTIFICATE: ${{ secrets.APPLE_CERTIFICATE }}
+          APPLE_CERTIFICATE_PASSWORD: ${{ secrets.APPLE_CERTIFICATE_PASSWORD }}
+          APPLE_SIGNING_IDENTITY: ${{ env.APPLE_SIGNING_IDENTITY }}
+          APPLE_ID: ${{ secrets.APPLE_ID }}
+          APPLE_PASSWORD: ${{ secrets.APPLE_PASSWORD }}
+          APPLE_TEAM_ID: ${{ secrets.APPLE_TEAM_ID }}
+        with:
+          tagName: v__VERSION__-tech
+          releaseName: 'Tech Monitor v__VERSION__'
+          releaseBody: 'See changelog below.'
+          releaseDraft: ${{ github.event_name == 'workflow_dispatch' && fromJSON(github.event.inputs.draft) }}
+          prerelease: false
+          tauriScript: npx tauri
+          args: --config src-tauri/tauri.tech.conf.json ${{ matrix.args }}
+          retryAttempts: 1
+
+      # ── Build: Tech variant (unsigned — no Apple certs) ──
+      - name: Build Tauri app (tech, unsigned)
+        if: env.BUILD_VARIANT == 'tech' && (steps.apple-signing.outputs.available != 'true' || env.SKIP_SIGNING == 'true')
+        uses: tauri-apps/tauri-action@79c624843491f12ae9d63592534ed49df3bc4adb
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          VITE_VARIANT: tech
+          VITE_DESKTOP_RUNTIME: '1'
+        with:
+          tagName: v__VERSION__-tech
+          releaseName: 'Tech Monitor v__VERSION__'
+          releaseBody: 'See changelog below.'
+          releaseDraft: ${{ github.event_name == 'workflow_dispatch' && fromJSON(github.event.inputs.draft) }}
+          prerelease: false
+          tauriScript: npx tauri
+          args: --config src-tauri/tauri.tech.conf.json ${{ matrix.args }}
+          retryAttempts: 1
+
+      - name: Cleanup Apple signing materials
+        if: always() && contains(matrix.platform, 'macos')
+        shell: bash
+        run: |
+          rm -f certificate.p12
+          security delete-keychain build.keychain || true
+
+      - name: Report build duration
+        if: always()
+        shell: bash
+        run: |
+          if [ -z "${JOB_START_EPOCH:-}" ]; then
+            echo "::warning::JOB_START_EPOCH missing; duration unavailable."
+            exit 0
+          fi
+          END_EPOCH=$(date +%s)
+          ELAPSED=$((END_EPOCH - JOB_START_EPOCH))
+          MINUTES=$((ELAPSED / 60))
+          SECONDS=$((ELAPSED % 60))
+          echo "Build duration for ${{ matrix.label }}: ${MINUTES}m ${SECONDS}s"
+
+  # ── Update release notes with changelog after all builds complete ──
+  update-release-notes:
+    needs: build-tauri
+    if: always() && contains(needs.build-tauri.result, 'success')
+    runs-on: ubuntu-latest
+    permissions:
+      contents: write
+    steps:
+      - uses: actions/checkout@34e114876b0b11c390a56381ad16ebd13914f8d5
+        with:
+          fetch-depth: 0
+
+      - name: Generate and update release notes
+        env:
+          GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        shell: bash
+        run: |
+          VERSION=$(jq -r .version src-tauri/tauri.conf.json)
+          TAG="v${VERSION}"
+          PREV_TAG=$(git describe --tags --abbrev=0 "${TAG}^" 2>/dev/null || echo "")
+
+          if [ -z "$PREV_TAG" ]; then
+            COMMITS="Initial release"
+          else
+            COMMITS=$(git log "${PREV_TAG}..${TAG}" --oneline --no-merges | sed 's/^[a-f0-9]*//' | sed 's/^ /- /')
+          fi
+
+          BODY=$(cat <<NOTES
+          ## What's Changed
+
+          ${COMMITS}
+
+          **Full Changelog**: https://github.com/${{ github.repository }}/compare/${PREV_TAG:-initial}...${TAG}
+          NOTES
+          )
+
+          gh release edit "$TAG" --notes "$BODY"
+          echo "Updated release notes for $TAG"
diff --git a/.gitignore b/.gitignore
index 9cd681922..9fe0b14bb 100644
--- a/.gitignore
+++ b/.gitignore
@@ -5,3 +5,13 @@ dist/
 .env
 .env.local
 .playwright-mcp/
+.vercel
+.claude/
+.cursor/
+CLAUDE.md
+.env.vercel-backup
+.agent/
+.factory/
+.windsurf/
+skills/
+test-results/
diff --git a/CHANGELOG.md b/CHANGELOG.md
new file mode 100644
index 000000000..710154726
--- /dev/null
+++ b/CHANGELOG.md
@@ -0,0 +1,131 @@
+# Changelog
+
+All notable changes to World Monitor are documented here.
+
+## [Unreleased]
+
+### Added
+
+- **Self-hosted Docker image**: Single container runs the full dashboard (SPA + 45+ API handlers). `Dockerfile` and `docker-compose.yml` with optional env file for API keys. Sidecar supports `LOCAL_API_MODE=standalone` to serve static `dist/` and listen on `0.0.0.0` for in-container use. README updated with Option 4 (Self-hosted Docker) and roadmap item marked done.
+- **Static serving security**: Standalone mode uses `path.relative()` to enforce in-directory resolution and prevent path traversal when serving files from `dist/`.
+
+## [2.3.4] - 2026-02-16
+
+### Fixed
+
+- **Windows sidecar crash**: Strip `\\?\` UNC extended-length prefix from paths before passing to Node.js — Tauri `resource_dir()` on Windows returns UNC-prefixed paths that cause `EISDIR: lstat 'C:'` in Node.js module resolution
+- **Windows sidecar CWD**: Set explicit `current_dir` on the Node.js Command to prevent bare drive-letter working directory issues from NSIS shortcut launcher
+- **Sidecar package scope**: Add `package.json` with `"type": "module"` to sidecar directory, preventing Node.js from walking up the entire directory tree during ESM scope resolution
+
+## [2.3.3] - 2026-02-16
+
+### Fixed
+
+- **Keychain persistence**: Enable `apple-native` (macOS) and `windows-native` (Windows) features for the `keyring` crate — v3 ships with no default platform backends, so API keys were stored in-memory only and lost on restart
+- **Settings key verification**: Soft-pass network errors during API key verification so transient sidecar failures don't block saving
+- **Resilient keychain reads**: Use `Promise.allSettled` in `loadDesktopSecrets` so a single key failure doesn't discard all loaded secrets
+- **Settings window capabilities**: Add `"settings"` to Tauri capabilities window list for core plugin permissions
+- **Input preservation**: Capture unsaved input values before DOM re-render in settings panel
+
+## [2.3.0] - 2026-02-15
+
+### Security
+
+- **CORS hardening**: Tighten Vercel preview deployment regex to block origin spoofing (`worldmonitorEVIL.vercel.app`)
+- **Sidecar auth bypass**: Move `/api/local-env-update` behind `LOCAL_API_TOKEN` auth check
+- **Env key allowlist**: Restrict sidecar env mutations to 18 known secret keys (matching `SUPPORTED_SECRET_KEYS`)
+- **postMessage validation**: Add `origin` and `source` checks on incoming messages in LiveNewsPanel
+- **postMessage targetOrigin**: Replace wildcard `'*'` with specific embed origin
+- **CORS enforcement**: Add `isDisallowedOrigin()` check to 25+ API endpoints that were missing it
+- **Custom CORS migration**: Migrate `gdelt-geo` and `eia` from custom CORS to shared `_cors.js` module
+- **New CORS coverage**: Add CORS headers + origin check to `firms-fires`, `stock-index`, `youtube/live`
+- **YouTube embed origins**: Tighten `ALLOWED_ORIGINS` regex in `youtube/embed.js`
+- **CSP hardening**: Remove `'unsafe-inline'` from `script-src` in both `index.html` and `tauri.conf.json`
+- **iframe sandbox**: Add `sandbox="allow-scripts allow-same-origin allow-presentation"` to YouTube embed iframe
+- **Meta tag validation**: Validate URL query params with regex allowlist in `parseStoryParams()`
+
+### Fixed
+
+- **Service worker stale assets**: Add `skipWaiting`, `clientsClaim`, and `cleanupOutdatedCaches` to workbox config — fixes `NS_ERROR_CORRUPTED_CONTENT` / MIME type errors when users have a cached SW serving old HTML after redeployment
+
+## [2.2.6] - 2026-02-14
+
+### Fixed
+
+- Filter trending noise and fix sidecar auth
+- Restore tech variant panels
+- Remove Market Radar and Economic Data panels from tech variant
+
+### Docs
+
+- Add developer X/Twitter link to Support section
+- Add cyber threat API keys to `.env.example`
+
+## [2.2.5] - 2026-02-13
+
+### Security
+
+- Migrate all Vercel edge functions to CORS allowlist
+- Restrict Railway relay CORS to allowed origins only
+
+### Fixed
+
+- Hide desktop config panel on web
+- Route World Bank & Polymarket via Railway relay
+
+## [2.2.3] - 2026-02-12
+
+### Added
+
+- Cyber threat intelligence map layer (Feodo Tracker, URLhaus, C2IntelFeeds, OTX, AbuseIPDB)
+- Trending keyword spike detection with end-to-end flow
+- Download desktop app slide-in banner for web visitors
+- Country briefs in Cmd+K search
+
+### Changed
+
+- Redesign 4 panels with table layouts and scoped styles
+- Redesign population exposure panel and reorder UCDP columns
+- Dramatically increase cyber threat map density
+
+### Fixed
+
+- Resolve z-index conflict between pinned map and panels grid
+- Cap geo enrichment at 12s timeout, prevent duplicate download banners
+- Replace ipwho.is/ipapi.co with ipinfo.io/freeipapi.com for geo enrichment
+- Harden trending spike processing and optimize hot paths
+- Improve cyber threat tooltip/popup UX and dot visibility
+
+## [2.2.2] - 2026-02-10
+
+### Added
+
+- Full-page Country Brief Page replacing modal overlay
+- Download redirect API for platform-specific installers
+
+### Fixed
+
+- Normalize country name from GeoJSON to canonical TIER1 name
+- Tighten headline relevance, add Top News section, compact markets
+- Hide desktop config panel on web, fix irrelevant prediction markets
+- Tone down climate anomalies heatmap to stop obscuring other layers
+- macOS: hide window on close instead of quitting
+
+### Performance
+
+- Reduce idle CPU from pulse animation loop
+- Harden regression guardrails in CI, cache, and map clustering
+
+## [2.2.1] - 2026-02-08
+
+### Fixed
+
+- Consolidate variant naming and fix PWA tile caching
+- Windows settings window: async command, no menu bar, no white flash
+- Constrain layers menu height in DeckGLMap
+- Allow Cloudflare Insights script in CSP
+- macOS build failures when Apple signing secrets are missing
+
+## [2.2.0] - 2026-02-07
+
+Initial v2.2 release with multi-variant support (World + Tech), desktop app (Tauri), and comprehensive geopolitical intelligence features.
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 000000000..e5516b35b
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,35 @@
+# World Monitor — self-hosted Docker image
+# Serves the built SPA + local API (45+ handlers). Optional API keys via env.
+# See README "Self-hosting with Docker" and .env.example.
+
+FROM node:20-alpine AS builder
+
+WORKDIR /app
+
+COPY package.json package-lock.json* ./
+RUN npm ci --omit=dev
+
+COPY . .
+ENV VITE_VARIANT=full
+RUN npm run build:full
+
+# Runner stage: same Node, no devDependencies
+FROM node:20-alpine
+
+WORKDIR /app
+
+COPY package.json package-lock.json* ./
+RUN npm ci --omit=dev
+
+COPY api ./api
+COPY src-tauri/sidecar ./src-tauri/sidecar
+COPY --from=builder /app/dist ./dist
+
+ENV NODE_ENV=production
+ENV LOCAL_API_MODE=standalone
+ENV LOCAL_API_PORT=3000
+ENV LOCAL_API_CLOUD_FALLBACK=true
+
+EXPOSE 3000
+
+CMD ["node", "src-tauri/sidecar/local-api-server.mjs"]
diff --git a/LICENSE b/LICENSE
new file mode 100644
index 000000000..a434b0f77
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2025-2026 Elie Habib
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
diff --git a/README.md b/README.md
index 62186786d..f8594baa4 100644
--- a/README.md
+++ b/README.md
@@ -1,362 +1,1083 @@
 # World Monitor
 
-Real-time global intelligence dashboard aggregating news, markets, geopolitical data, and infrastructure monitoring into a unified situation awareness interface.
-
-![TypeScript](https://img.shields.io/badge/TypeScript-007ACC?style=flat&logo=typescript&logoColor=white)
-![Vite](https://img.shields.io/badge/Vite-646CFF?style=flat&logo=vite&logoColor=white)
-![D3.js](https://img.shields.io/badge/D3.js-F9A03C?style=flat&logo=d3.js&logoColor=white)
-
-## Features
-
-### Interactive Global Map
-- **Zoom & Pan** - Smooth navigation with mouse/trackpad gestures
-- **Multiple Views** - Global, US, and MENA region presets
-- **Layer System** - Toggle visibility of different data layers
-- **Time Filtering** - Filter events by time range (1h to 7d)
-
-### Data Layers
-
-| Layer | Description |
-|-------|-------------|
-| **Hotspots** | Intelligence hotspots with activity levels based on news correlation |
-| **Conflicts** | Active conflict zones with party information |
-| **Military Bases** | Global military installations |
-| **Pipelines** | 88 major oil & gas pipelines worldwide |
-| **Undersea Cables** | Critical internet infrastructure |
-| **Nuclear Facilities** | Power plants and research reactors |
-| **Gamma Irradiators** | IAEA-tracked radiation sources |
-| **AI Datacenters** | Major AI compute infrastructure |
-| **Earthquakes** | Live USGS seismic data |
-| **Weather Alerts** | Severe weather warnings |
-| **Internet Outages** | Network connectivity disruptions |
-| **Sanctions** | Countries under economic sanctions |
-| **Economic Centers** | Major exchanges and central banks |
-
-### News Aggregation
-
-Multi-source RSS aggregation across categories:
-- **World / Geopolitical** - BBC, Reuters, AP, Guardian, NPR
-- **Middle East / MENA** - Al Jazeera, BBC ME, CNN ME
-- **Technology** - Hacker News, Ars Technica, The Verge, MIT Tech Review
-- **AI / ML** - ArXiv, Hugging Face, VentureBeat, OpenAI
-- **Finance** - CNBC, MarketWatch, Financial Times, Yahoo Finance
-- **Government** - White House, State Dept, Pentagon, Treasury, Fed, SEC
-- **Intel Feed** - Defense One, Breaking Defense, Bellingcat, Krebs Security
-- **Think Tanks** - Foreign Policy, Brookings, CSIS, CFR
-- **Layoffs Tracker** - Tech industry job cuts
-- **Congress Trades** - Congressional stock trading activity
-
-### Market Data
-- **Stocks** - Major indices and tech stocks
-- **Commodities** - Oil, gold, natural gas, copper
-- **Crypto** - Bitcoin, Ethereum, and top cryptocurrencies
-- **Sector Heatmap** - Visual sector performance
-- **Economic Indicators** - Fed data (GDP, inflation, unemployment)
-
-### Prediction Markets
-- Polymarket integration for event probability tracking
-- Correlation analysis with news events
-
-### Search (⌘K)
-Universal search across all data sources:
-- News articles
-- Geographic hotspots and conflicts
-- Infrastructure (pipelines, cables, datacenters)
-- Nuclear facilities and irradiators
-- Markets and predictions
-
-### Data Export
-- JSON export of current dashboard state
-- Historical playback from snapshots
+**Real-time global intelligence dashboard** — AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface.
 
----
+[![GitHub stars](https://img.shields.io/github/stars/koala73/worldmonitor?style=social)](https://github.com/koala73/worldmonitor/stargazers)
+[![GitHub forks](https://img.shields.io/github/forks/koala73/worldmonitor?style=social)](https://github.com/koala73/worldmonitor/network/members)
+[![License: MIT](https://img.shields.io/badge/License-MIT-green.svg)](https://opensource.org/licenses/MIT)
+[![TypeScript](https://img.shields.io/badge/TypeScript-007ACC?style=flat&logo=typescript&logoColor=white)](https://www.typescriptlang.org/)
+[![Last commit](https://img.shields.io/github/last-commit/koala73/worldmonitor)](https://github.com/koala73/worldmonitor/commits/main)
+[![Latest release](https://img.shields.io/github/v/release/koala73/worldmonitor?style=flat)](https://github.com/koala73/worldmonitor/releases/latest)
+
+<p align="center">
+  <a href="https://worldmonitor.app"><img src="https://img.shields.io/badge/Web_App-worldmonitor.app-blue?style=for-the-badge&logo=googlechrome&logoColor=white" alt="Web App"></a>&nbsp;
+  <a href="https://tech.worldmonitor.app"><img src="https://img.shields.io/badge/Tech_Variant-tech.worldmonitor.app-0891b2?style=for-the-badge&logo=googlechrome&logoColor=white" alt="Tech Variant"></a>
+</p>
+
+<p align="center">
+  <a href="https://worldmonitor.app/api/download?platform=windows-exe"><img src="https://img.shields.io/badge/Download-Windows_(.exe)-0078D4?style=for-the-badge&logo=windows&logoColor=white" alt="Download Windows"></a>&nbsp;
+  <a href="https://worldmonitor.app/api/download?platform=macos-arm64"><img src="https://img.shields.io/badge/Download-macOS_Apple_Silicon-000000?style=for-the-badge&logo=apple&logoColor=white" alt="Download macOS ARM"></a>&nbsp;
+  <a href="https://worldmonitor.app/api/download?platform=macos-x64"><img src="https://img.shields.io/badge/Download-macOS_Intel-555555?style=for-the-badge&logo=apple&logoColor=white" alt="Download macOS Intel"></a>
+</p>
+
+<p align="center">
+  <a href="./docs/DOCUMENTATION.md"><strong>Full Documentation</strong></a> &nbsp;·&nbsp;
+  <a href="https://github.com/koala73/worldmonitor/releases/latest"><strong>All Releases</strong></a>
+</p>
 
-## Signal Intelligence
+![World Monitor Dashboard](new-world-monitor.png)
 
-The dashboard continuously analyzes data streams to detect significant patterns and anomalies. Signals appear in the header badge (⚡) with confidence scores.
+---
+
+## Why World Monitor?
 
-### Signal Types
+| Problem | Solution |
+|---------|----------|
+| News scattered across 100+ sources | **Single unified dashboard** with 100+ curated feeds |
+| No geospatial context for events | **Interactive map** with 30+ toggleable data layers |
+| Information overload | **AI-synthesized briefs** with focal point detection |
+| Crypto/macro signal noise | **7-signal market radar** with composite BUY/CASH verdict |
+| Expensive OSINT tools ($$$) | **100% free & open source** |
+| Static news feeds | **Real-time updates** with live video streams |
+| Web-only dashboards | **Native desktop app** (Tauri) + installable PWA with offline map support |
+| Flat 2D maps | **3D WebGL globe** with deck.gl rendering and 30+ toggleable data layers |
 
-| Signal | Trigger | What It Means |
-|--------|---------|---------------|
-| **◉ Convergence** | 3+ source types report same story within 30 minutes | Multiple independent channels confirming the same event—higher likelihood of significance |
-| **△ Triangulation** | Wire + Government + Intel sources align | The "authority triangle"—when official channels, wire services, and defense specialists all report the same thing |
-| **🔥 Velocity Spike** | Topic mention rate doubles with 6+ sources/hour | A story is accelerating rapidly across the news ecosystem |
-| **🔮 Prediction Leading** | Prediction market moves 5%+ with low news coverage | Markets pricing in information not yet reflected in news |
-| **📊 Silent Divergence** | Market moves 2%+ with minimal related news | Unexplained price action—possible insider knowledge or algorithm-driven |
+---
 
-### How It Works
+## Live Demos
 
-The correlation engine maintains rolling snapshots of:
-- News topic frequency (by keyword extraction)
-- Market price changes
-- Prediction market probabilities
+| Variant | URL | Focus |
+|---------|-----|-------|
+| **World Monitor** | [worldmonitor.app](https://worldmonitor.app) | Geopolitics, military, conflicts, infrastructure |
+| **Tech Monitor** | [tech.worldmonitor.app](https://tech.worldmonitor.app) | Startups, AI/ML, cloud, cybersecurity |
 
-Each refresh cycle compares current state to previous snapshot, applying thresholds and deduplication to avoid alert fatigue. Signals include confidence scores (60-95%) based on the strength of the pattern.
+Both variants run from a single codebase — switch between them with one click.
 
 ---
 
-## Source Intelligence
+## Key Features
 
-Not all sources are equal. The system implements a dual classification to prioritize authoritative information.
+### Interactive 3D Globe
 
-### Source Tiers (Authority Ranking)
+- **WebGL-accelerated rendering** — deck.gl + MapLibre GL JS for smooth 60fps performance with thousands of concurrent markers. Switchable between **3D globe** (with pitch/rotation) and **flat map** mode via `VITE_MAP_INTERACTION_MODE`
+- **30+ data layers** — conflicts, military bases, nuclear facilities, undersea cables, pipelines, satellite fire detection, protests, natural disasters, datacenters, displacement flows, climate anomalies, cyber threat IOCs, and more
+- **Smart clustering** — Supercluster groups markers at low zoom, expands on zoom in. Cluster thresholds adapt to zoom level
+- **Progressive disclosure** — detail layers (bases, nuclear, datacenters) appear only when zoomed in; zoom-adaptive opacity fades markers from 0.2 at world view to 1.0 at street level
+- **Label deconfliction** — overlapping labels (e.g., multiple BREAKING badges) are automatically suppressed by priority, highest-severity first
+- **8 regional presets** — Global, Americas, Europe, MENA, Asia, Africa, Oceania, Latin America
+- **Time filtering** — 1h, 6h, 24h, 48h, 7d event windows
+- **URL state sharing** — map center, zoom, active layers, and time range are encoded in the URL for shareable views (`?view=mena&zoom=4&layers=conflicts,bases`)
 
-| Tier | Sources | Characteristics |
-|------|---------|-----------------|
-| **Tier 1** | Reuters, AP, AFP, Bloomberg, White House, Pentagon | Wire services and official government—fastest, most reliable |
-| **Tier 2** | BBC, Guardian, NPR, Al Jazeera, CNBC, Financial Times | Major outlets—high editorial standards, some latency |
-| **Tier 3** | Defense One, Bellingcat, Foreign Policy, MIT Tech Review | Domain specialists—deep expertise, narrower scope |
-| **Tier 4** | Hacker News, The Verge, VentureBeat, aggregators | Useful signal but requires corroboration |
+### AI-Powered Intelligence
 
-When multiple sources report the same story, the **lowest tier** (most authoritative) source is displayed as the primary, with others listed as corroborating.
+- **World Brief** — LLM-synthesized summary of top global developments (Groq Llama 3.1, Redis-cached)
+- **Hybrid Threat Classification** — instant keyword classifier with async LLM override for higher-confidence results
+- **Focal Point Detection** — correlates entities across news, military activity, protests, outages, and markets to identify convergence
+- **Country Instability Index** — real-time stability scores for 22 monitored nations using weighted multi-signal blend
+- **Trending Keyword Spike Detection** — 2-hour rolling window vs 7-day baseline flags surging terms across RSS feeds, with CVE/APT entity extraction and auto-summarization
+- **Strategic Posture Assessment** — composite risk score combining all intelligence modules with trend detection
+- **Country Brief Pages** — click any country for a full-page intelligence dossier with CII score ring, AI-generated analysis, top news with citation anchoring, prediction markets, 7-day event timeline, active signal chips, infrastructure exposure, and stock market index — exportable as JSON, CSV, or image
 
-### Source Types (Categorical)
+### Real-Time Data Layers
 
-Sources are also categorized by function for triangulation detection:
+<details>
+<summary><strong>Geopolitical</strong></summary>
 
-- **Wire** - News agencies (Reuters, AP, AFP, Bloomberg)
-- **Gov** - Official government (White House, Pentagon, State Dept, Fed, SEC)
-- **Intel** - Defense/security specialists (Defense One, Bellingcat, Krebs)
-- **Mainstream** - Major news outlets (BBC, Guardian, NPR, Al Jazeera)
-- **Market** - Financial press (CNBC, MarketWatch, Financial Times)
-- **Tech** - Technology coverage (Hacker News, Ars Technica, MIT Tech Review)
+- Active conflict zones with escalation tracking (UCDP + ACLED)
+- Intelligence hotspots with news correlation
+- Social unrest events (dual-source: ACLED protests + GDELT geo-events, Haversine-deduplicated)
+- Natural disasters from 3 sources (USGS earthquakes M4.5+, GDACS alerts, NASA EONET events)
+- Sanctions regimes
+- Cyber threat IOCs (C2 servers, malware hosts, phishing, malicious URLs) geo-located on the globe
+- Weather alerts and severe conditions
+
+</details>
+
+<details>
+<summary><strong>Military & Strategic</strong></summary>
+
+- 220+ military bases from 9 operators
+- Live military flight tracking (ADS-B)
+- Naval vessel monitoring (AIS)
+- Nuclear facilities & gamma irradiators
+- APT cyber threat actor attribution
+- Spaceports & launch facilities
+
+</details>
+
+<details>
+<summary><strong>Infrastructure</strong></summary>
+
+- Undersea cables with landing points
+- Oil & gas pipelines
+- AI datacenters (111 major clusters)
+- 84 strategic ports across 6 types (container, oil, LNG, naval, mixed, bulk) with throughput rankings
+- Internet outages (Cloudflare Radar)
+- Critical mineral deposits
+- NASA FIRMS satellite fire detection (VIIRS thermal hotspots)
+
+</details>
+
+<details>
+<summary><strong>Market & Crypto Intelligence</strong></summary>
+
+- 7-signal macro radar with composite BUY/CASH verdict
+- BTC spot ETF flow tracker (IBIT, FBTC, GBTC, and 7 more)
+- Stablecoin peg health monitor (USDT, USDC, DAI, FDUSD, USDe)
+- Fear & Greed Index with 30-day history
+- Bitcoin technical trend (SMA50, SMA200, VWAP, Mayer Multiple)
+- JPY liquidity signal, QQQ/XLP macro regime, BTC hash rate
+- Inline SVG sparklines and donut gauges for visual trends
+
+</details>
+
+<details>
+<summary><strong>Tech Ecosystem</strong> (Tech variant)</summary>
+
+- Tech company HQs (Big Tech, unicorns, public)
+- Startup hubs with funding data
+- Cloud regions (AWS, Azure, GCP)
+- Accelerators (YC, Techstars, 500)
+- Upcoming tech conferences
+
+</details>
+
+### Live News & Video
+
+- **100+ RSS feeds** across geopolitics, defense, energy, tech — domain-allowlisted proxy prevents CORS issues
+- **8 live video streams** — Bloomberg, Sky News, Al Jazeera, Euronews, DW, France24, CNBC, Al Arabiya — with automatic live detection that scrapes YouTube channel pages every 5 minutes to find active streams
+- **Desktop embed bridge** — YouTube's IFrame API restricts playback in native webviews (error 153). The dashboard detects this and transparently routes through a cloud-hosted embed proxy with bidirectional message passing (play/pause/mute/unmute/loadVideo)
+- **Idle-aware playback** — video players pause and are removed from the DOM after 5 minutes of inactivity, resuming when the user returns. Tab visibility changes also suspend/resume streams
+- **Custom monitors** — Create keyword-based alerts for any topic, color-coded with persistent storage
+- **Entity extraction** — Auto-links countries, leaders, organizations
+- **Virtual scrolling** — news panels render only visible DOM elements, handling thousands of items without browser lag
+
+### Signal Aggregation & Anomaly Detection
+
+- **Multi-source signal fusion** — internet outages, military flights, naval vessels, protests, AIS disruptions, satellite fires, and keyword spikes are aggregated into a unified intelligence picture with per-country and per-region clustering
+- **Temporal baseline anomaly detection** — Welford's online algorithm computes streaming mean/variance per event type, region, weekday, and month over a 90-day window. Z-score thresholds (1.5/2.0/3.0) flag deviations like "Military flights 3.2x normal for Thursday (January)" — stored in Redis via Upstash
+- **Regional convergence scoring** — when multiple signal types spike in the same geographic area, the system identifies convergence zones and escalates severity
+
+### Story Sharing & Social Export
+
+- **Shareable intelligence stories** — generate country-level intelligence briefs with CII scores, threat counts, theater posture, and related prediction markets
+- **Multi-platform export** — custom-formatted sharing for Twitter/X, LinkedIn, WhatsApp, Telegram, Reddit, and Facebook with platform-appropriate formatting
+- **Deep links** — every story generates a unique URL (`/story?c=<country>&t=<type>`) with dynamic Open Graph meta tags for rich social previews
+- **Canvas-based image generation** — stories render as PNG images for visual sharing, with QR codes linking back to the live dashboard
+
+### Desktop Application (Tauri)
+
+- **Native desktop app** for macOS and Windows — packages the full dashboard with a local Node.js sidecar that runs all 45+ API handlers locally
+- **OS keychain integration** — API keys stored in the system credential manager (macOS Keychain, Windows Credential Manager), never in plaintext files
+- **Token-authenticated sidecar** — a unique session token prevents other local processes from accessing the sidecar on localhost. Generated per launch using randomized hashing
+- **Cloud fallback** — when a local API handler fails or is missing, requests transparently fall through to the cloud deployment (worldmonitor.app) with origin headers stripped
+- **Settings window** — dedicated configuration UI (Cmd+,) for managing 15 API keys with validation, signup links, and feature-availability indicators
+- **Verbose debug mode** — toggle traffic logging with persistent state across restarts. View the last 200 requests with timing, status codes, and error details
+- **DevTools toggle** — Cmd+Alt+I opens the embedded web inspector for debugging
+
+### Progressive Web App
+
+- **Installable** — the dashboard can be installed to the home screen on mobile or as a standalone desktop app via Chrome's install prompt. Full-screen `standalone` display mode with custom theme color
+- **Offline map support** — MapTiler tiles are cached using a CacheFirst strategy (up to 500 tiles, 30-day TTL), enabling map browsing without a network connection
+- **Smart caching strategies** — APIs and RSS feeds use NetworkOnly (real-time data must always be fresh), while fonts (1-year TTL), images (7-day StaleWhileRevalidate), and static assets (1-year immutable) are aggressively cached
+- **Auto-updating service worker** — checks for new versions every 60 minutes. Tauri desktop builds skip service worker registration entirely (uses native APIs instead)
+- **Offline fallback** — a branded fallback page with retry button is served when the network is unavailable
+
+### Additional Capabilities
+
+- Signal intelligence with "Why It Matters" context
+- Infrastructure cascade analysis with proximity correlation
+- Maritime & aviation tracking with surge detection
+- Prediction market integration (Polymarket) with 3-tier JA3 bypass (browser-direct → Tauri native TLS → cloud proxy)
+- Service status monitoring (cloud providers, AI services)
+- Shareable map state via URL parameters (view, zoom, coordinates, time range, active layers)
+- Data freshness monitoring across 14 data sources with explicit intelligence gap reporting
+- Per-feed circuit breakers with 5-minute cooldowns to prevent cascading failures
+- Browser-side ML worker (Transformers.js) for NER and sentiment analysis without server dependency
+- **Cmd+K search** — fuzzy search across 20+ result types: news headlines, countries (with direct country brief navigation), hotspots, markets, military bases, cables, pipelines, datacenters, nuclear facilities, tech companies, and more
+- **Historical playback** — dashboard snapshots are stored in IndexedDB. A time slider allows rewinding to any saved state, with live updates paused during playback
+- **Mobile detection** — screens below 768px receive a warning modal since the dashboard is designed for multi-panel desktop use
+- **UCDP conflict classification** — countries with active wars (1,000+ battle deaths/year) receive automatic CII floor scores, preventing optimistic drift
+- **HAPI humanitarian data** — UN OCHA humanitarian access metrics and displacement flows feed into country-level instability scoring with dual-perspective (origins vs. hosts) panel
+- **Idle-aware resource management** — animations pause after 2 minutes of inactivity and when the tab is hidden, preventing battery drain. Video streams are destroyed from the DOM and recreated on return
+- **Country-specific stock indices** — country briefs display the primary stock market index with 1-week change (S&P 500 for US, Shanghai Composite for China, etc.) via the `/api/stock-index` endpoint
+- **Climate anomaly panel** — 15 conflict-prone zones monitored for temperature/precipitation deviations against 30-day ERA5 baselines, with severity classification feeding into CII
+- **Country brief export** — every brief is downloadable as structured JSON, flattened CSV, or rendered PNG image, enabling offline analysis and reporting workflows
+- **Print/PDF support** — country briefs include a print button that triggers the browser's native print dialog, producing clean PDF output
+- **Oil & energy analytics** — WTI/Brent crude prices, US production (Mbbl/d), and inventory levels via the EIA API with weekly trend detection
+- **Population exposure estimation** — WorldPop density data estimates civilian population within event-specific radii (50–100km) for conflicts, earthquakes, floods, and wildfires
+- **Trending keywords panel** — real-time display of surging terms across all RSS feeds with spike severity, source count, and AI-generated context summaries
+- **Download banner** — persistent notification for web users linking to native desktop installers for their detected platform
+- **Download API** — `/api/download?platform={windows-exe|windows-msi|macos-arm64|macos-x64}` redirects to the matching GitHub Release asset, with fallback to the releases page
+- **Non-tier country support** — clicking countries outside the 22 tier-1 list opens a brief with available data (news, markets, infrastructure) and a "Limited coverage" badge; country names for non-tier countries resolve via `Intl.DisplayNames`
 
 ---
 
-## Algorithms & Design
+## Regression Testing
+
+Map overlay behavior is validated in Playwright using the map harness (`/tests/map-harness.html`).
+
+- Cluster-state cache initialization guard:
+  - `updates protest marker click payload after data refresh`
+  - `initializes cluster movement cache on first protest cluster render`
+- Run by variant:
+  - `npm run test:e2e:full -- -g "updates protest marker click payload after data refresh|initializes cluster movement cache on first protest cluster render"`
+  - `npm run test:e2e:tech -- -g "updates protest marker click payload after data refresh|initializes cluster movement cache on first protest cluster render"`
+
+---
+
+## How It Works
+
+### Country Brief Pages
+
+Clicking any country on the map opens a full-page intelligence dossier — a single-screen synthesis of all intelligence modules for that country. The brief is organized into a two-column layout:
+
+**Left column**:
+
+- **Instability Index** — animated SVG score ring (0–100) with four component breakdown bars (Unrest, Conflict, Security, Information), severity badge, and trend indicator
+- **Intelligence Brief** — AI-generated analysis (Groq Llama 3.1) with inline citation anchors `[1]`–`[8]` that scroll to the corresponding news source when clicked
+- **Top News** — 8 most relevant headlines for the country, threat-level color-coded, with source and time-ago metadata
+
+**Right column**:
+
+- **Active Signals** — real-time chip indicators for protests, military aircraft, naval vessels, internet outages, earthquakes, displacement flows, climate stress, conflict events, and the country's stock market index (1-week change)
+- **7-Day Timeline** — D3.js-rendered event chart with 4 severity-coded lanes (protest, conflict, natural, military), interactive tooltips, and responsive resizing
+- **Prediction Markets** — top 3 Polymarket contracts by volume with probability bars and external links
+- **Infrastructure Exposure** — pipelines, undersea cables, datacenters, military bases, nuclear facilities, and ports within a 600km radius of the country centroid, ranked by distance
+
+**Headline relevance filtering**: each country has an alias map (e.g., `US → ["united states", "american", "washington", "pentagon", "biden", "trump"]`). Headlines are filtered using a negative-match algorithm — if another country's alias appears earlier in the headline title than the target country's alias, the headline is excluded. This prevents cross-contamination (e.g., a headline about Venezuela mentioning "Washington sanctions" appearing in the US brief).
+
+**Export options**: briefs are exportable as JSON (structured data with all scores, signals, and headlines), CSV (flattened tabular format), or PNG image. A print button triggers the browser's native print dialog for PDF export.
+
+### Local-First Country Detection
+
+Map clicks resolve to countries using a local geometry service rather than relying on network reverse-geocoding (Nominatim). The system loads a GeoJSON file containing polygon boundaries for ~200 countries and builds an indexed spatial lookup:
+
+1. **Bounding box pre-filter** — each country's polygon(s) are wrapped in a bounding box (`[minLon, minLat, maxLon, maxLat]`). Points outside the bbox are rejected without polygon intersection testing.
+2. **Ray-casting algorithm** — for points inside the bbox, a ray is cast from the point along the positive x-axis. The number of polygon edge intersections determines inside/outside status (odd = inside). Edge cases are handled: points on segment boundaries return `true`, and polygon holes are subtracted (a point inside an outer ring but also inside a hole is excluded).
+3. **MultiPolygon support** — countries with non-contiguous territories (e.g., the US with Alaska and Hawaii, Indonesia with thousands of islands) use MultiPolygon geometries where each polygon is tested independently.
+
+This approach provides sub-millisecond country detection entirely in the browser, with no network latency. The geometry data is preloaded at app startup and cached for the session. For countries not in the GeoJSON (rare), the system falls back to hardcoded rectangular bounding boxes, and finally to network reverse-geocoding as a last resort.
+
+### Threat Classification Pipeline
+
+Every news item passes through a two-stage classification pipeline:
+
+1. **Keyword classifier** (instant) — pattern-matches against ~120 threat keywords organized by severity tier (critical → high → medium → low → info) and category (conflict, terrorism, cyber, disaster, etc.). Returns immediately with a confidence score.
+2. **LLM classifier** (async) — fires in the background via a Vercel Edge Function calling Groq's Llama 3.1 8B at temperature 0. Results are cached in Redis (24h TTL) keyed by headline hash. When the LLM result arrives, it overrides the keyword result only if its confidence is higher.
+
+This hybrid approach means the UI is never blocked waiting for AI — users see keyword results instantly, with LLM refinements arriving within seconds and persisting for all subsequent visitors.
+
+### Country Instability Index (CII)
+
+22 tier-1 countries receive continuous monitoring: US, Russia, China, Ukraine, Iran, Israel, Taiwan, North Korea, Saudi Arabia, Turkey, Poland, Germany, France, UK, India, Pakistan, Syria, Yemen, Myanmar, Venezuela, Brazil, and UAE. Each receives a real-time instability score (0–100) computed from:
+
+| Component | Weight | Details |
+|-----------|--------|---------|
+| **Baseline risk** | 40% | Pre-configured per country reflecting structural fragility |
+| **Unrest events** | 20% | Protests scored logarithmically for democracies (routine protests don't trigger), linearly for authoritarian states (every protest is significant). Boosted for fatalities and internet outages |
+| **Security activity** | 20% | Military flights (3pts) + vessels (5pts) from own forces + foreign military presence (doubled weight) |
+| **Information velocity** | 20% | News mention frequency weighted by event severity multiplier, log-scaled for high-volume countries |
+
+Additional boosts apply for hotspot proximity, focal point urgency, and conflict-zone floors (e.g., Ukraine is pinned at ≥55, Syria at ≥50).
+
+### Hotspot Escalation Scoring
+
+Intelligence hotspots receive dynamic escalation scores blending four normalized signals (0–100):
+
+- **News activity** (35%) — article count and severity in the hotspot's area
+- **Country instability** (25%) — CII score of the host country
+- **Geo-convergence alerts** (25%) — spatial binning detects 3+ event types (protests + military + earthquakes) co-occurring within 1° lat/lon cells
+- **Military activity** (15%) — vessel clusters and flight density near the hotspot
+
+The system blends static baseline risk (40%) with detected events (60%) and tracks trends via linear regression on 48-hour history. Signal emissions cool down for 2 hours to prevent alert fatigue.
+
+### Geographic Convergence Detection
+
+Events (protests, military flights, vessels, earthquakes) are binned into 1°×1° geographic cells within a 24-hour window. When 3+ distinct event types converge in one cell, a convergence alert fires. Scoring is based on type diversity (×25pts per unique type) plus event count bonuses (×2pts). Alerts are reverse-geocoded to human-readable names using conflict zones, waterways, and hotspot databases.
+
+### Strategic Theater Posture Assessment
+
+Nine operational theaters are continuously assessed for military posture escalation:
+
+| Theater | Key Trigger |
+|---------|-------------|
+| Iran / Persian Gulf | Carrier groups, tanker activity, AWACS |
+| Taiwan Strait | PLAAF sorties, USN carrier presence |
+| Baltic / Kaliningrad | Russian Western Military District flights |
+| Korean Peninsula | B-52/B-1 deployments, DPRK missile activity |
+| Eastern Mediterranean | Multi-national naval exercises |
+| Horn of Africa | Anti-piracy patrols, drone activity |
+| South China Sea | Freedom of navigation operations |
+| Arctic | Long-range aviation patrols |
+| Black Sea | ISR flights, naval movements |
+
+Posture levels escalate from NORMAL → ELEVATED → CRITICAL based on a composite of:
+
+- **Aircraft count** in theater (both resident and transient)
+- **Strike capability** — the presence of tankers + AWACS + fighters together indicates strike packaging, not routine training
+- **Naval presence** — carrier groups and combatant formations
+- **Country instability** — high CII scores for theater-adjacent countries amplify posture
+
+Each theater is linked to 38+ military bases, enabling automatic correlation between observed flights and known operating locations.
+
+### Military Surge & Foreign Presence Detection
+
+The system monitors five operational theaters (Middle East, Eastern Europe, Western Europe, Western Pacific, Horn of Africa) with 38+ associated military bases. It classifies vessel clusters near hotspots by activity type:
+
+- **Deployment** — carrier present with 5+ vessels
+- **Exercise** — combatants present in formation
+- **Transit** — vessels passing through
+
+Foreign military presence is dual-credited: the operator's country is flagged for force projection, and the host location's country is flagged for foreign military threat. AIS gaps (dark ships) are flagged as potential signal discipline indicators.
+
+### Infrastructure Cascade Modeling
+
+Beyond proximity correlation, the system models how disruptions propagate through interconnected infrastructure. A dependency graph connects undersea cables, pipelines, ports, chokepoints, and countries with weighted edges representing capacity dependencies:
+
+```
+Disruption Event → Affected Node → Cascade Propagation (BFS, depth ≤ 3)
+                                          │
+                    ┌─────────────────────┤
+                    ▼                     ▼
+            Direct Impact         Indirect Impact
+         (e.g., cable cut)    (countries served by cable)
+```
+
+**Impact calculation**: `strength = edge_weight × disruption_level × (1 − redundancy)`
+
+Strategic chokepoint modeling captures real-world dependencies:
+
+- **Strait of Hormuz** — 80% of Japan's oil, 70% of South Korea's, 60% of India's, 40% of China's
+- **Suez Canal** — EU-Asia trade routes (Germany, Italy, UK, China)
+- **Malacca Strait** — 80% of China's oil transit
+
+Ports are weighted by type: oil/LNG terminals (0.9 — critical), container ports (0.7), naval bases (0.4 — geopolitical but less economic). This enables questions like "if the Strait of Hormuz closes, which countries face energy shortages within 30 days?"
+
+### Related Assets & Proximity Correlation
+
+When a news event is geo-located, the system automatically identifies critical infrastructure within a 600km radius — pipelines, undersea cables, data centers, military bases, and nuclear facilities — ranked by distance. This enables instant geopolitical context: a cable cut near a strategic chokepoint, a protest near a nuclear facility, or troop movements near a data center cluster.
+
+### News Geo-Location
+
+A 74-hub strategic location database infers geography from headlines via keyword matching. Hubs span capitals, conflict zones, strategic chokepoints (Strait of Hormuz, Suez Canal, Malacca Strait), and international organizations. Confidence scoring is boosted for critical-tier hubs and active conflict zones, enabling map-driven news placement without requiring explicit location metadata from RSS feeds.
+
+### Entity Index & Cross-Referencing
+
+A structured entity registry catalogs countries, organizations, world leaders, and military entities with multiple lookup indices:
+
+| Index Type | Purpose | Example |
+|-----------|---------|---------|
+| **ID index** | Direct entity lookup | `entity:us` → United States profile |
+| **Alias index** | Name variant matching | "America", "USA", "United States" → same entity |
+| **Keyword index** | Contextual detection | "Pentagon", "White House" → United States |
+| **Sector index** | Domain grouping | "military", "energy", "tech" |
+| **Type index** | Category filtering | "country", "organization", "leader" |
+
+Entity matching uses word-boundary regex to prevent false positives (e.g., "Iran" matching "Ukraine"). Confidence scores are tiered by match quality: exact name matches score 1.0, aliases 0.85–0.95, and keyword matches 0.7. When the same entity surfaces across multiple independent data sources (news, military tracking, protest feeds, market signals), the system identifies it as a focal point and escalates its prominence in the intelligence picture.
+
+### Temporal Baseline Anomaly Detection
+
+Rather than relying on static thresholds, the system learns what "normal" looks like and flags deviations. Each event type (military flights, naval vessels, protests, news velocity, AIS gaps, satellite fires) is tracked per region with separate baselines for each weekday and month — because military activity patterns differ on Tuesdays vs. weekends, and January vs. July.
+
+The algorithm uses **Welford's online method** for numerically stable streaming computation of mean and variance, stored in Redis with a 90-day rolling window. When a new observation arrives, its z-score is computed against the learned baseline. Thresholds:
+
+| Z-Score | Severity | Example |
+|---------|----------|---------|
+| ≥ 1.5 | Low | Slightly elevated protest activity |
+| ≥ 2.0 | Medium | Unusual naval presence |
+| ≥ 3.0 | High/Critical | Military flights 3x above baseline |
+
+A minimum of 10 historical samples is required before anomalies are reported, preventing false positives during the learning phase. Anomalies are ingested back into the signal aggregator, where they compound with other signals for convergence detection.
+
+### Trending Keyword Spike Detection
+
+Every RSS headline is tokenized into individual terms and tracked in per-term frequency maps. A 2-hour rolling window captures current activity while a 7-day baseline (refreshed hourly) establishes what "normal" looks like for each term. A spike fires when all conditions are met:
+
+| Condition | Threshold |
+|-----------|-----------|
+| **Absolute count** | > `minSpikeCount` (5 mentions) |
+| **Relative surge** | > baseline × `spikeMultiplier` (3×) |
+| **Source diversity** | ≥ 2 unique RSS feed sources |
+| **Cooldown** | 30 minutes since last spike for the same term |
+
+The tokenizer extracts CVE identifiers (`CVE-2024-xxxxx`), APT/FIN threat actor designators, and 12 compound terms for world leaders (e.g., "Xi Jinping", "Kim Jong Un") that would be lost by naive whitespace splitting. A configurable blocklist suppresses common noise terms.
+
+Detected spikes are auto-summarized via Groq (rate-limited to 5 summaries/hour) and emitted as `keyword_spike` signals into the correlation engine, where they compound with other signal types for convergence detection. The term registry is capped at 10,000 entries with LRU eviction to bound memory usage. All thresholds (spike multiplier, min count, cooldown, blocked terms) are configurable via the Settings panel.
+
+### Cyber Threat Intelligence Layer
+
+Five threat intelligence feeds provide indicators of compromise (IOCs) for active command-and-control servers, malware distribution hosts, phishing campaigns, and malicious URLs:
+
+| Feed | IOC Type | Coverage |
+|------|----------|----------|
+| **Feodo Tracker** (abuse.ch) | C2 servers | Botnet C&C infrastructure |
+| **URLhaus** (abuse.ch) | Malware hosts | Malware distribution URLs |
+| **C2IntelFeeds** | C2 servers | Community-sourced C2 indicators |
+| **AlienVault OTX** | Mixed | Open threat exchange pulse IOCs |
+| **AbuseIPDB** | Malicious IPs | Crowd-sourced abuse reports |
+
+Each IP-based IOC is geo-enriched using ipinfo.io with freeipapi.com as fallback. Geolocation results are Redis-cached for 24 hours. Enrichment runs concurrently — 16 parallel lookups with a 12-second timeout, processing up to 250 IPs per collection run.
+
+IOCs are classified into four types (`c2_server`, `malware_host`, `phishing`, `malicious_url`) with four severity levels, rendered as color-coded scatter dots on the globe. The layer uses a 10-minute cache, a 14-day rolling window, and caps display at 500 IOCs to maintain rendering performance.
+
+### Natural Disaster Monitoring
+
+Three independent sources are merged into a unified disaster picture, then deduplicated on a 0.1° geographic grid:
+
+| Source | Coverage | Types | Update Frequency |
+|--------|----------|-------|------------------|
+| **USGS** | Global earthquakes M4.5+ | Earthquakes | 5 minutes |
+| **GDACS** | UN-coordinated disaster alerts | Earthquakes, floods, cyclones, volcanoes, wildfires, droughts | Real-time |
+| **NASA EONET** | Earth observation events | 13 natural event categories (30-day open events) | Real-time |
+
+GDACS events carry color-coded alert levels (Red = critical, Orange = high) and are filtered to exclude low-severity Green alerts. EONET wildfires are filtered to events within 48 hours to prevent stale data. Earthquakes from EONET are excluded since USGS provides higher-quality seismological data.
+
+The merged output feeds into the signal aggregator for geographic convergence detection — e.g., an earthquake near a pipeline triggers an infrastructure cascade alert.
+
+### Dual-Source Protest Tracking
+
+Protest data is sourced from two independent providers to reduce single-source bias:
+
+1. **ACLED** (Armed Conflict Location & Event Data) — 30-day window, tokenized API with Redis caching (10-minute TTL). Covers protests, riots, strikes, and demonstrations with actor attribution and fatality counts.
+2. **GDELT** (Global Database of Events, Language, and Tone) — 7-day geospatial event feed filtered to protest keywords. Events with mention count ≥5 are included; those above 30 are marked as `validated`.
+
+Events from both sources are **Haversine-deduplicated** on a 0.5° grid (~50km) with same-day matching. ACLED events take priority due to higher editorial confidence. Severity is classified as:
+
+- **High** — fatalities present or riot/clash keywords
+- **Medium** — standard protest/demonstration
+- **Low** — default
+
+Protest scoring is regime-aware: democratic countries use logarithmic scaling (routine protests don't trigger instability), while authoritarian states use linear scoring (every protest is significant). Fatalities and concurrent internet outages apply severity boosts.
+
+### Climate Anomaly Detection
+
+15 conflict-prone and disaster-prone zones are continuously monitored for temperature and precipitation anomalies using Open-Meteo ERA5 reanalysis data. A 30-day baseline is computed, and current conditions are compared against it to determine severity:
+
+| Severity | Temperature Deviation | Precipitation Deviation |
+|----------|----------------------|------------------------|
+| **Extreme** | > 5°C above baseline | > 80mm/day above baseline |
+| **Moderate** | > 3°C above baseline | > 40mm/day above baseline |
+| **Normal** | Within expected range | Within expected range |
+
+Anomalies feed into the signal aggregator, where they amplify CII scores for affected countries (climate stress is a recognized conflict accelerant). The Climate Anomaly panel surfaces these deviations in a severity-sorted list.
+
+### Displacement Tracking
+
+Refugee and displacement data is sourced from the UN OCHA Humanitarian API (HAPI), providing population-level counts for refugees, asylum seekers, and internally displaced persons (IDPs). The Displacement panel offers two perspectives:
+
+- **Origins** — countries people are fleeing from, ranked by outflow volume
+- **Hosts** — countries absorbing displaced populations, ranked by intake
+
+Crisis badges flag countries with extreme displacement: > 1 million displaced (red), > 500,000 (orange). Displacement outflow feeds into the CII as a component signal — high displacement is a lagging indicator of instability that persists even when headlines move on.
+
+### Population Exposure Estimation
+
+Active events (conflicts, earthquakes, floods, wildfires) are cross-referenced against WorldPop population density data to estimate the number of civilians within the impact zone. Event-specific radii reflect typical impact footprints:
+
+| Event Type | Radius | Rationale |
+|-----------|--------|-----------|
+| **Conflicts** | 50 km | Direct combat zone + displacement buffer |
+| **Earthquakes** | 100 km | Shaking intensity propagation |
+| **Floods** | 100 km | Watershed and drainage basin extent |
+| **Wildfires** | 30 km | Smoke and evacuation perimeter |
+
+API calls to WorldPop are batched concurrently (max 10 parallel requests) to handle multiple simultaneous events without sequential bottlenecks. The Population Exposure panel displays a summary header with total affected population and a per-event breakdown table.
+
+### Strategic Port Infrastructure
+
+84 strategic ports are cataloged across six types, reflecting their role in global trade and military posture:
+
+| Type | Count | Examples |
+|------|-------|---------|
+| **Container** | 21 | Shanghai (#1, 47M+ TEU), Singapore, Ningbo, Shenzhen |
+| **Oil/LNG** | 8 | Ras Tanura (Saudi), Sabine Pass (US), Fujairah (UAE) |
+| **Chokepoint** | 8 | Suez Canal, Panama Canal, Strait of Malacca |
+| **Naval** | 6 | Zhanjiang, Yulin (China), Vladivostok (Russia) |
+| **Mixed** | 15+ | Ports serving multiple roles (trade + military) |
+| **Bulk** | 20+ | Regional commodity ports |
+
+Ports are ranked by throughput and weighted by strategic importance in the infrastructure cascade model: oil/LNG terminals carry 0.9 criticality, container ports 0.7, and naval bases 0.4. Port proximity appears in the Country Brief infrastructure exposure section.
+
+### Browser-Side ML Pipeline
+
+The dashboard runs a full ML pipeline in the browser via Transformers.js, with no server dependency for core intelligence. This is automatically disabled on mobile devices to conserve memory.
+
+| Capability | Model | Use |
+|-----------|-------|-----|
+| **Text embeddings** | sentence-similarity | Semantic clustering of news headlines |
+| **Sequence classification** | threat-classifier | Threat severity and category detection |
+| **Summarization** | T5-small | Fallback when Groq and OpenRouter are unavailable |
+| **Named Entity Recognition** | NER pipeline | Country, organization, and leader extraction |
+
+**Hybrid clustering** combines fast Jaccard similarity (n-gram overlap, threshold 0.4) with ML-refined semantic similarity (cosine similarity, threshold 0.78). Jaccard runs instantly on every refresh; semantic refinement runs when the ML worker is loaded and merges clusters that are textually different but semantically identical (e.g., "NATO expands missile shield" and "Alliance deploys new air defense systems").
+
+News velocity is tracked per cluster — when multiple Tier 1–2 sources converge on the same story within a short window, the cluster is flagged as a breaking alert with `sourcesPerHour` as the velocity metric.
+
+### Signal Aggregation
+
+All real-time data sources feed into a central signal aggregator that builds a unified geospatial intelligence picture. Signals are clustered by country and region, with each signal carrying a severity (low/medium/high), geographic coordinates, and metadata. The aggregator:
+
+1. **Clusters by country** — groups signals from diverse sources (flights, vessels, protests, fires, outages, `keyword_spike`) into per-country profiles
+2. **Detects regional convergence** — identifies when multiple signal types spike in the same geographic corridor (e.g., military flights + protests + satellite fires in Eastern Mediterranean)
+3. **Feeds downstream analysis** — the CII, hotspot escalation, focal point detection, and AI insights modules all consume the aggregated signal picture rather than raw data
+
+### Data Freshness & Intelligence Gaps
+
+A singleton tracker monitors 22 data sources (GDELT, RSS, AIS, military flights, earthquakes, weather, outages, ACLED, Polymarket, economic indicators, NASA FIRMS, cyber threat feeds, trending keywords, oil/energy, population exposure, and more) with status categorization: fresh (<15 min), stale (1h), very_stale (6h), no_data, error, disabled. It explicitly reports **intelligence gaps** — what analysts can't see — preventing false confidence when critical data sources are down or degraded.
+
+### Prediction Markets as Leading Indicators
+
+Polymarket geopolitical markets are queried using tag-based filters (Ukraine, Iran, China, Taiwan, etc.) with 5-minute caching. Market probability shifts are correlated with news volume: if a prediction market moves significantly before matching news arrives, this is flagged as a potential early-warning signal.
 
-### News Clustering
+**Cloudflare JA3 bypass** — Polymarket's API is protected by Cloudflare TLS fingerprinting (JA3) that blocks all server-side requests. The system uses a 3-tier fallback:
 
-Related articles are grouped using **Jaccard similarity** on tokenized headlines:
+| Tier | Method | When It Works |
+|------|--------|---------------|
+| **1** | Browser-direct fetch | Always (browser TLS passes Cloudflare) |
+| **2** | Tauri native TLS (reqwest) | Desktop app (Rust TLS fingerprint differs from Node.js) |
+| **3** | Vercel edge proxy | Rarely (edge runtime sometimes passes) |
+
+Once browser-direct succeeds, the system caches this state and skips fallback tiers on subsequent requests. Country-specific markets are fetched by mapping countries to Polymarket tags with name-variant matching (e.g., "Russia" matches titles containing "Russian", "Moscow", "Kremlin", "Putin").
+
+Markets are filtered to exclude sports and entertainment (100+ exclusion keywords), require meaningful price divergence from 50% or volume above $50K, and are ranked by trading volume. Each variant gets different tag sets — geopolitical focus queries politics/world/ukraine/middle-east tags, while tech focus queries ai/crypto/business tags.
+
+### Macro Signal Analysis (Market Radar)
+
+The Market Radar panel computes a composite BUY/CASH verdict from 7 independent signals sourced entirely from free APIs (Yahoo Finance, mempool.space, alternative.me):
+
+| Signal | Computation | Bullish When |
+|--------|------------|--------------|
+| **Liquidity** | JPY/USD 30-day rate of change | ROC > -2% (no yen squeeze) |
+| **Flow Structure** | BTC 5-day return vs QQQ 5-day return | Gap < 5% (aligned) |
+| **Macro Regime** | QQQ 20-day ROC vs XLP 20-day ROC | QQQ outperforming (risk-on) |
+| **Technical Trend** | BTC vs SMA50 + 30-day VWAP | Above both (bullish) |
+| **Hash Rate** | Bitcoin mining hashrate 30-day change | Growing > 3% |
+| **Mining Cost** | BTC price vs hashrate-implied cost | Price > $60K (profitable) |
+| **Fear & Greed** | alternative.me sentiment index | Value > 50 |
+
+The overall verdict requires ≥57% of known signals to be bullish (BUY), otherwise CASH. Signals with unknown data are excluded from the denominator.
+
+**VWAP Calculation** — Volume-Weighted Average Price is computed from aligned price/volume pairs over a 30-day window. Pairs where either price or volume is null are excluded together to prevent index misalignment:
 
 ```
-similarity(A, B) = |A ∩ B| / |A ∪ B|
+VWAP = Σ(price × volume) / Σ(volume)    for last 30 trading days
 ```
 
-- Headlines are tokenized, lowercased, and stripped of stop words
-- Articles with similarity ≥ 0.5 are grouped into clusters
-- Clusters are sorted by source tier, then recency
-- The most authoritative source becomes the "primary" headline
+The **Mayer Multiple** (BTC price / SMA200) provides a long-term valuation context — historically, values above 2.4 indicate overheating, while values below 0.8 suggest deep undervaluation.
+
+### Stablecoin Peg Monitoring
+
+Five major stablecoins (USDT, USDC, DAI, FDUSD, USDe) are monitored via the CoinGecko API with 2-minute caching. Each coin's deviation from the $1.00 peg determines its health status:
+
+| Deviation | Status | Indicator |
+|-----------|--------|-----------|
+| ≤ 0.5% | ON PEG | Green |
+| 0.5% – 1.0% | SLIGHT DEPEG | Yellow |
+| > 1.0% | DEPEGGED | Red |
+
+The panel aggregates total stablecoin market cap, 24h volume, and an overall health status (HEALTHY / CAUTION / WARNING). The `coins` query parameter accepts a comma-separated list of CoinGecko IDs, validated against a `[a-z0-9-]+` regex to prevent injection.
+
+### Oil & Energy Analytics
+
+The Oil & Energy panel tracks four key indicators from the U.S. Energy Information Administration (EIA) API:
+
+| Indicator | Series | Update Cadence |
+|-----------|--------|----------------|
+| **WTI Crude** | Spot price ($/bbl) | Weekly |
+| **Brent Crude** | Spot price ($/bbl) | Weekly |
+| **US Production** | Crude oil output (Mbbl/d) | Weekly |
+| **US Inventory** | Commercial crude stocks | Weekly |
+
+Trend detection flags week-over-week changes exceeding ±0.5% as rising or falling, with flat readings within the threshold shown as stable. Results are cached client-side for 30 minutes. The panel provides energy market context for geopolitical analysis — price spikes often correlate with supply disruptions in monitored conflict zones and chokepoint closures.
 
-### Velocity Analysis
+### BTC ETF Flow Estimation
 
-Each news cluster tracks publication velocity:
+Ten spot Bitcoin ETFs are tracked via Yahoo Finance's 5-day chart API (IBIT, FBTC, ARKB, BITB, GBTC, HODL, BRRR, EZBC, BTCO, BTCW). Since ETF flow data requires expensive terminal subscriptions, the system estimates flow direction from publicly available signals:
 
-- **Sources per hour** = article count / time span
-- **Trend** = rising/stable/falling based on first-half vs second-half publication rate
-- **Levels**: Normal (<3/hr), Elevated (3-6/hr), Spike (>6/hr)
+- **Price change** — daily close vs. previous close determines direction
+- **Volume ratio** — current volume / trailing average volume measures conviction
+- **Flow magnitude** — `volume × price × direction × 0.1` provides a rough dollar estimate
 
-### Sentiment Detection
+This is an approximation, not a substitute for official flow data, but it captures the direction and relative magnitude correctly. Results are cached for 15 minutes.
 
-Headlines are scored against curated word lists:
+---
+
+## Architecture Principles
+
+| Principle | Implementation |
+|-----------|---------------|
+| **Speed over perfection** | Keyword classifier is instant; LLM refines asynchronously. Users never wait. |
+| **Assume failure** | Per-feed circuit breakers with 5-minute cooldowns. AI fallback chain: Groq → OpenRouter → browser-side T5. Redis cache failures degrade gracefully. Every edge function returns stale cached data when upstream APIs are down. |
+| **Show what you can't see** | Intelligence gap tracker explicitly reports data source outages rather than silently hiding them. |
+| **Browser-first compute** | Analysis (clustering, instability scoring, surge detection) runs client-side — no backend compute dependency for core intelligence. |
+| **Local-first geolocation** | Country detection uses browser-side ray-casting against GeoJSON polygons rather than network reverse-geocoding. Sub-millisecond response, zero API dependency, works offline. Network geocoding is a fallback, not the primary path. |
+| **Multi-signal correlation** | No single data source is trusted alone. Focal points require convergence across news + military + markets + protests before escalating to critical. |
+| **Geopolitical grounding** | Hard-coded conflict zones, baseline country risk, and strategic chokepoints prevent statistical noise from generating false alerts in low-data regions. |
+| **Defense in depth** | CORS origin allowlist, domain-allowlisted RSS proxy, server-side API key isolation, token-authenticated desktop sidecar, input sanitization with output encoding, IP rate limiting on AI endpoints. |
+| **Cache everything, trust nothing** | Three-tier caching (in-memory → Redis → upstream) with versioned cache keys and stale-on-error fallback. Every API response includes `X-Cache` header for debugging. CDN layer (`s-maxage`) absorbs repeated requests before they reach edge functions. |
+| **Bandwidth efficiency** | Gzip compression on all relay responses (80% reduction). Content-hash static assets with 1-year immutable cache. Staggered polling intervals prevent synchronized API storms. Animations and polling pause on hidden tabs. |
+| **Baseline-aware alerting** | Trending keyword detection uses rolling 2-hour windows against 7-day baselines with per-term spike multipliers, cooldowns, and source diversity requirements — surfacing genuine surges while suppressing noise. |
+| **Run anywhere** | Same codebase deploys to Vercel (web), Railway (relay), Tauri (desktop), and PWA (installable). Desktop sidecar mirrors all cloud API handlers locally. Service worker caches map tiles for offline use while keeping intelligence data always-fresh (NetworkOnly). |
+
+---
+
+## Source Credibility & Feed Tiering
+
+Every RSS feed is assigned a source tier reflecting editorial reliability:
+
+| Tier | Description | Examples |
+|------|-------------|---------|
+| **Tier 1** | Wire services, official government sources | Reuters, AP, BBC, DOD |
+| **Tier 2** | Major established outlets | CNN, NYT, The Guardian, Al Jazeera |
+| **Tier 3** | Specialized/niche outlets | Defense One, Breaking Defense, The War Zone |
+| **Tier 4** | Aggregators and blogs | Google News, individual analyst blogs |
+
+Feeds also carry a **propaganda risk rating** and **state affiliation flag**. State-affiliated sources (RT, Xinhua, IRNA) are included for completeness but visually tagged so analysts can factor in editorial bias. Threat classification confidence is weighted by source tier — a Tier 1 breaking alert carries more weight than a Tier 4 blog post in the focal point detection algorithm.
 
-**Negative indicators**: war, attack, killed, crisis, crash, collapse, threat, sanctions, invasion, missile, terror, assassination, recession, layoffs...
+---
+
+## Edge Function Architecture
+
+World Monitor uses 45+ Vercel Edge Functions as a lightweight API layer. Each edge function handles a single data source concern — proxying, caching, or transforming external APIs. This architecture avoids a monolithic backend while keeping API keys server-side:
+
+- **RSS Proxy** — domain-allowlisted proxy for 100+ feeds, preventing CORS issues and hiding origin servers. Feeds from domains that block Vercel IPs are automatically routed through the Railway relay.
+- **AI Pipeline** — Groq and OpenRouter edge functions with Redis deduplication, so identical headlines across concurrent users only trigger one LLM call. The classify-event endpoint pauses its queue on 500 errors to avoid wasting API quota.
+- **Data Adapters** — GDELT, ACLED, OpenSky, USGS, NASA FIRMS, FRED, Yahoo Finance, CoinGecko, mempool.space, and others each have dedicated edge functions that normalize responses into consistent schemas
+- **Market Intelligence** — macro signals, ETF flows, and stablecoin monitors compute derived analytics server-side (VWAP, SMA, peg deviation, flow estimates) and cache results in Redis
+- **Temporal Baseline** — Welford's algorithm state is persisted in Redis across requests, building statistical baselines without a traditional database
+- **Custom Scrapers** — sources without RSS feeds (FwdStart, GitHub Trending, tech events) are scraped and transformed into RSS-compatible formats
+
+All edge functions include circuit breaker logic and return cached stale data when upstream APIs are unavailable, ensuring the dashboard never shows blank panels.
+
+---
 
-**Positive indicators**: peace, deal, agreement, breakthrough, recovery, growth, ceasefire, treaty, alliance, victory...
+## Multi-Platform Architecture
 
-Score determines sentiment classification: negative (<-1), neutral (-1 to +1), positive (>+1)
+World Monitor runs on three platforms that work together:
 
-### Baseline Deviation (Z-Score)
+```
+┌─────────────────────────────────────┐
+│          Vercel (Edge)              │
+│  45+ edge functions · static SPA   │
+│  CORS allowlist · Redis cache       │
+│  AI pipeline · market analytics     │
+│  CDN caching (s-maxage) · PWA host  │
+└──────────┬─────────────┬────────────┘
+           │             │ fallback
+           │             ▼
+           │  ┌───────────────────────────────────┐
+           │  │     Tauri Desktop (Rust + Node)    │
+           │  │  OS keychain · Token-auth sidecar  │
+           │  │  45+ local API handlers · gzip     │
+           │  │  Cloud fallback · Traffic logging   │
+           │  └───────────────────────────────────┘
+           │
+           │ https:// (server-side)
+           │ wss://   (client-side)
+           ▼
+┌─────────────────────────────────────┐
+│       Railway (Relay Server)        │
+│  WebSocket relay · OpenSky OAuth2   │
+│  RSS proxy for blocked domains      │
+│  AIS vessel stream · gzip all resp  │
+└─────────────────────────────────────┘
+```
 
-The system maintains rolling baselines for news volume per topic:
+**Why two platforms?** Several upstream APIs (OpenSky Network, CNN RSS, UN News, CISA, IAEA) actively block requests from Vercel's IP ranges. The Railway relay server acts as an alternate origin, handling:
 
-- **7-day average** and **30-day average** stored in IndexedDB
-- Standard deviation calculated from historical counts
-- **Z-score** = (current - mean) / stddev
+- **AIS vessel tracking** — maintains a persistent WebSocket connection to AISStream.io and multiplexes it to all connected browser clients, avoiding per-user connection limits
+- **OpenSky aircraft data** — authenticates via OAuth2 client credentials flow (Vercel IPs get 403'd by OpenSky without auth tokens)
+- **RSS feeds** — proxies feeds from domains that block Vercel IPs, with a separate domain allowlist for security
 
-Deviation levels:
-- **Spike**: Z > 2.5 (statistically rare increase)
-- **Elevated**: Z > 1.5
-- **Normal**: -2 < Z < 1.5
-- **Quiet**: Z < -2 (unusually low activity)
+The Vercel edge functions connect to Railway via `WS_RELAY_URL` (server-side, HTTPS) while browser clients connect via `VITE_WS_RELAY_URL` (client-side, WSS). This separation keeps the relay URL configurable per deployment without leaking server-side configuration to the browser.
 
-This enables detection of anomalous activity even when absolute numbers seem normal.
+All Railway relay responses are gzip-compressed (zlib `gzipSync`) when the client accepts it and the payload exceeds 1KB, reducing egress by ~80% for JSON and XML responses.
 
 ---
 
-## Dynamic Hotspot Activity
+## Desktop Application Architecture
 
-Hotspots on the map are **not static threat levels**. Activity is calculated in real-time based on news correlation.
+The Tauri desktop app wraps the dashboard in a native window with a local Node.js sidecar that runs all API handlers without cloud dependency:
 
-Each hotspot defines keywords:
-```typescript
-{
-  id: 'dc',
-  name: 'DC',
-  keywords: ['pentagon', 'white house', 'congress', 'cia', 'nsa', ...],
-  agencies: ['Pentagon', 'CIA', 'NSA', 'State Dept'],
-}
 ```
+┌─────────────────────────────────────────────────┐
+│              Tauri (Rust)                        │
+│  Window management · OS keychain · Menu bar      │
+│  Token generation · Log management               │
+│  Polymarket native TLS bridge                    │
+└─────────────────────┬───────────────────────────┘
+                      │ spawn + env vars
+                      ▼
+┌─────────────────────────────────────────────────┐
+│         Node.js Sidecar (port 46123)            │
+│  45+ API handlers · Gzip compression            │
+│  Cloud fallback · Traffic logging                │
+│  Verbose debug mode · Circuit breakers           │
+└─────────────────────┬───────────────────────────┘
+                      │ fetch (on local failure)
+                      ▼
+┌─────────────────────────────────────────────────┐
+│         Cloud (worldmonitor.app)                 │
+│  Transparent fallback when local handlers fail   │
+└─────────────────────────────────────────────────┘
+```
+
+### Secret Management
+
+API keys are stored in the operating system's credential manager (macOS Keychain, Windows Credential Manager) — never in plaintext config files. At sidecar launch, all 15 supported secrets are read from the keyring, trimmed, and injected as environment variables. Empty or whitespace-only values are skipped.
+
+Secrets can also be updated at runtime without restarting the sidecar: saving a key in the Settings window triggers a `POST /api/local-env-update` call that hot-patches `process.env` and clears the module cache so handlers pick up the new value immediately.
+
+### Sidecar Authentication
+
+A unique 32-character hex token is generated per app launch using randomized hash state (`RandomState` from Rust's standard library). The token is:
 
-The system counts matching news articles in the current feed, applies velocity analysis, and assigns activity levels:
+1. Injected into the sidecar as `LOCAL_API_TOKEN`
+2. Retrieved by the frontend via the `get_local_api_token` Tauri command (lazy-loaded on first API request)
+3. Attached as `Authorization: Bearer <token>` to every local request
 
-| Level | Criteria | Visual |
-|-------|----------|--------|
-| **Low** | <3 matches, normal velocity | Gray marker |
-| **Elevated** | 3-6 matches OR elevated velocity | Yellow pulse |
-| **High** | >6 matches OR spike velocity | Red pulse |
+The `/api/service-status` health check endpoint is exempt from token validation to support monitoring tools.
 
-This creates a dynamic "heat map" of global attention based on live news flow.
+### Cloud Fallback
+
+When a local API handler is missing, throws an error, or returns a 5xx status, the sidecar transparently proxies the request to the cloud deployment. Endpoints that fail are marked as `cloudPreferred` — subsequent requests skip the local handler and go directly to the cloud until the sidecar is restarted. Origin and Referer headers are stripped before proxying to maintain server-to-server parity.
+
+### Observability
+
+- **Traffic log** — a ring buffer of the last 200 requests with method, path, status, and duration (ms), accessible via `GET /api/local-traffic-log`
+- **Verbose mode** — togglable via `POST /api/local-debug-toggle`, persists across sidecar restarts in `verbose-mode.json`
+- **Dual log files** — `desktop.log` captures Rust-side events (startup, secret injection counts, menu actions), while `local-api.log` captures Node.js stdout/stderr
+- **DevTools** — `Cmd+Alt+I` toggles the embedded web inspector
 
 ---
 
-## Custom Monitors
+## Bandwidth Optimization
+
+The system minimizes egress costs through layered caching and compression across all three deployment targets:
+
+### Vercel CDN Headers
+
+Every API edge function includes `Cache-Control` headers that enable Vercel's CDN to serve cached responses without hitting the origin:
+
+| Data Type | `s-maxage` | `stale-while-revalidate` | Rationale |
+|-----------|-----------|--------------------------|-----------|
+| Classification results | 3600s (1h) | 600s (10min) | Headlines don't reclassify often |
+| Country intelligence | 3600s (1h) | 600s (10min) | Briefs change slowly |
+| Risk scores | 300s (5min) | 60s (1min) | Near real-time, low latency |
+| Market data | 3600s (1h) | 600s (10min) | Intraday granularity sufficient |
+| Fire detection | 600s (10min) | 120s (2min) | VIIRS updates every ~12 hours |
+| Economic indicators | 3600s (1h) | 600s (10min) | Monthly/quarterly releases |
 
-Create personalized keyword alerts that scan all incoming news:
+Static assets use content-hash filenames with 1-year immutable cache headers. The service worker file (`sw.js`) is never cached (`max-age=0, must-revalidate`) to ensure update detection.
 
-1. Enter comma-separated keywords (e.g., "nvidia, gpu, chip shortage")
-2. System assigns a unique color
-3. Matching articles are highlighted in the Monitor panel
-4. Matching articles in clusters inherit the monitor color
+### Railway Relay Compression
 
-Monitors persist across sessions via LocalStorage.
+All relay server responses pass through `gzipSync` when the client accepts gzip and the payload exceeds 1KB. This applies to OpenSky aircraft JSON, RSS XML feeds, UCDP event data, AIS snapshots, and health checks — reducing wire size by approximately 80%.
+
+### Frontend Polling Intervals
+
+Panels refresh at staggered intervals to avoid synchronized API storms:
+
+| Panel | Interval | Rationale |
+|-------|----------|-----------|
+| AIS maritime snapshot | 10s | Real-time vessel positions |
+| Service status | 60s | Health check cadence |
+| Market signals / ETF / Stablecoins | 180s (3min) | Market hours granularity |
+| Risk scores / Theater posture | 300s (5min) | Composite scores change slowly |
+
+All animations and polling pause when the tab is hidden or after 2 minutes of inactivity, preventing wasted requests from background tabs.
 
 ---
 
-## Snapshot System
+## Caching Architecture
+
+Every external API call passes through a three-tier cache with stale-on-error fallback:
+
+```
+Request → [1] In-Memory Cache → [2] Redis (Upstash) → [3] Upstream API
+                                                              │
+            ◄──── stale data served on error ────────────────┘
+```
 
-The dashboard captures periodic snapshots for historical analysis:
+| Tier | Scope | TTL | Purpose |
+|------|-------|-----|---------|
+| **In-memory** | Per edge function instance | Varies (60s–900s) | Eliminates Redis round-trips for hot paths |
+| **Redis (Upstash)** | Cross-user, cross-instance | Varies (120s–900s) | Deduplicates API calls across all visitors |
+| **Upstream** | Source of truth | N/A | External API (Yahoo Finance, CoinGecko, etc.) |
 
-- **Automatic capture** every refresh cycle
-- **7-day retention** with automatic cleanup
-- **Stored data**: news clusters, market prices, prediction values, hotspot levels
-- **Playback**: Load historical snapshots to see past dashboard states
+Cache keys are versioned (`opensky:v2:lamin=...`, `macro-signals:v2:default`) so schema changes don't serve stale formats. Every response includes an `X-Cache` header (`HIT`, `REDIS-HIT`, `MISS`, `REDIS-STALE`, `REDIS-ERROR-FALLBACK`) for debugging.
 
-Baselines (7-day and 30-day averages) are stored in IndexedDB for deviation analysis.
+The AI summarization pipeline adds content-based deduplication: headlines are hashed and checked against Redis before calling Groq, so the same breaking news viewed by 1,000 concurrent users triggers exactly one LLM call.
 
 ---
 
-## Tech Stack
+## Security Model
+
+| Layer | Mechanism |
+|-------|-----------|
+| **CORS origin allowlist** | Only `worldmonitor.app`, `tech.worldmonitor.app`, and `localhost:*` can call API endpoints. All others receive 403. Implemented in `api/_cors.js`. |
+| **RSS domain allowlist** | The RSS proxy only fetches from explicitly listed domains (~90+). Requests for unlisted domains are rejected with 403. |
+| **Railway domain allowlist** | The Railway relay has a separate, smaller domain allowlist for feeds that need the alternate origin. |
+| **API key isolation** | All API keys live server-side in Vercel environment variables. The browser never sees Groq, OpenRouter, ACLED, Finnhub, or other credentials. |
+| **Input sanitization** | User-facing content passes through `escapeHtml()` (prevents XSS) and `sanitizeUrl()` (blocks `javascript:` and `data:` URIs). URLs use `escapeAttr()` for attribute context encoding. |
+| **Query parameter validation** | API endpoints validate input formats (e.g., stablecoin coin IDs must match `[a-z0-9-]+`, bounding box params are numeric). |
+| **IP rate limiting** | AI endpoints use Upstash Redis-backed rate limiting to prevent abuse of Groq/OpenRouter quotas. |
+| **Desktop sidecar auth** | The local API sidecar requires a per-session `Bearer` token generated at launch. The token is stored in Rust state and injected into the sidecar environment — only the Tauri frontend can retrieve it via IPC. Health check endpoints are exempt. |
+| **OS keychain storage** | Desktop API keys are stored in the operating system's credential manager (macOS Keychain, Windows Credential Manager), never in plaintext files or environment variables on disk. |
+| **No debug endpoints** | The `api/debug-env.js` endpoint returns 404 in production — it exists only as a disabled placeholder. |
 
-- **Frontend**: TypeScript, Vite
-- **Visualization**: D3.js, TopoJSON
-- **Data**: RSS feeds, REST APIs
-- **Storage**: IndexedDB for snapshots/baselines, LocalStorage for preferences
+---
 
-## Installation
+## Quick Start
 
 ```bash
-# Clone the repository
+# Clone and run
 git clone https://github.com/koala73/worldmonitor.git
 cd worldmonitor
-
-# Install dependencies
 npm install
+vercel dev       # Runs frontend + all 45+ API edge functions
+```
+
+Open [http://localhost:3000](http://localhost:3000)
+
+> **Note**: `vercel dev` requires the [Vercel CLI](https://vercel.com/docs/cli) (`npm i -g vercel`). If you use `npm run dev` instead, only the frontend starts — news feeds and API-dependent panels won't load. See [Self-Hosting](#self-hosting) for details.
+
+### Environment Variables (Optional)
 
-# Start development server
-npm run dev
+The dashboard works without any API keys — panels for unconfigured services simply won't appear. For full functionality, copy the example file and fill in the keys you need:
 
-# Build for production
-npm run build
+```bash
+cp .env.example .env.local
 ```
 
-## API Dependencies
+The `.env.example` file documents every variable with descriptions and registration links, organized by deployment target (Vercel vs Railway). Key groups:
+
+| Group | Variables | Free Tier |
+|-------|-----------|-----------|
+| **AI** | `GROQ_API_KEY`, `OPENROUTER_API_KEY` | 14,400 req/day (Groq), 50/day (OpenRouter) |
+| **Cache** | `UPSTASH_REDIS_REST_URL`, `UPSTASH_REDIS_REST_TOKEN` | 10K commands/day |
+| **Markets** | `FINNHUB_API_KEY`, `FRED_API_KEY`, `EIA_API_KEY` | All free tier |
+| **Tracking** | `WINGBITS_API_KEY`, `AISSTREAM_API_KEY` | Free |
+| **Geopolitical** | `ACLED_ACCESS_TOKEN`, `CLOUDFLARE_API_TOKEN`, `NASA_FIRMS_API_KEY` | Free for researchers |
+| **Relay** | `WS_RELAY_URL`, `VITE_WS_RELAY_URL`, `OPENSKY_CLIENT_ID/SECRET` | Self-hosted |
+| **UI** | `VITE_VARIANT`, `VITE_MAP_INTERACTION_MODE` (`flat` or `3d`, default `3d`) | N/A |
+
+See [`.env.example`](./.env.example) for the complete list with registration links.
+
+---
+
+## Self-Hosting
+
+World Monitor relies on **45+ Vercel Edge Functions** in the `api/` directory for RSS proxying, data caching, and API key isolation. Running `npm run dev` alone starts only the Vite frontend — the edge functions won't execute, and most panels (news feeds, markets, AI summaries) will be empty.
+
+### Option 1: Deploy to Vercel (Recommended)
+
+The simplest path — Vercel runs the edge functions natively on their free tier:
+
+```bash
+npm install -g vercel
+vercel          # Follow prompts to link/create project
+```
+
+Add your API keys in the Vercel dashboard under **Settings → Environment Variables**, then visit your deployment URL. The free Hobby plan supports all 45+ edge functions.
+
+### Option 2: Local Development with Vercel CLI
+
+To run everything locally (frontend + edge functions):
 
-The dashboard fetches data from various public APIs:
+```bash
+npm install -g vercel
+cp .env.example .env.local   # Add your API keys
+vercel dev                    # Starts on http://localhost:3000
+```
 
-| Service | Data |
-|---------|------|
-| RSS2JSON | News feed parsing |
-| Alpha Vantage | Stock quotes |
-| CoinGecko | Cryptocurrency prices |
-| USGS | Earthquake data |
-| NWS | Weather alerts |
-| FRED | Economic indicators |
-| Polymarket | Prediction markets |
+> **Important**: Use `vercel dev` instead of `npm run dev`. The Vercel CLI emulates the edge runtime locally so all `api/` endpoints work. Plain `npm run dev` only starts Vite and the API layer won't be available.
 
-## Project Structure
+### Option 3: Static Frontend Only
 
+If you only want the map and client-side features (no news feeds, no AI, no market data):
+
+```bash
+npm run dev    # Vite dev server on http://localhost:5173
 ```
-src/
-├── App.ts              # Main application orchestrator
-├── main.ts             # Entry point
-├── components/         # UI components
-│   ├── Map.ts          # D3 map with all layers
-│   ├── MapPopup.ts     # Info popups for map elements
-│   ├── SearchModal.ts  # Universal search (⌘K)
-│   ├── SignalModal.ts  # Signal intelligence display
-│   ├── NewsPanel.ts    # News feed display
-│   ├── MarketPanel.ts  # Stock/commodity display
-│   ├── MonitorPanel.ts # Custom keyword monitors
-│   └── ...
-├── config/             # Static data & configuration
-│   ├── feeds.ts        # RSS feeds, source tiers, source types
-│   ├── geo.ts          # Hotspots, conflicts, bases, cables
-│   ├── pipelines.ts    # Pipeline data (88 entries)
-│   ├── ai-datacenters.ts
-│   ├── irradiators.ts
-│   └── markets.ts
-├── services/           # Data fetching & processing
-│   ├── rss.ts          # RSS parsing
-│   ├── markets.ts      # Stock/crypto APIs
-│   ├── earthquakes.ts  # USGS integration
-│   ├── clustering.ts   # Jaccard similarity clustering
-│   ├── correlation.ts  # Signal detection engine
-│   ├── velocity.ts     # Velocity & sentiment analysis
-│   └── storage.ts      # IndexedDB snapshots & baselines
-├── styles/             # CSS
-└── types/              # TypeScript definitions
+
+This runs the frontend without the API layer. Panels that require server-side proxying will show "No data available". The interactive map, static data layers (bases, cables, pipelines), and browser-side ML models still work.
+
+### Option 4: Self-hosted Docker
+
+Run the full dashboard (SPA + 45+ API handlers) in a single container. The image serves the built frontend and the same Node-based API layer used by the desktop app, with optional cloud fallback when handlers fail.
+
+```bash
+# Build and run (no API keys required; panels without keys stay empty or use cloud fallback)
+docker build -t worldmonitor .
+docker run -p 3000:3000 worldmonitor
 ```
 
-## Usage
+Open [http://localhost:3000](http://localhost:3000). To enable AI, markets, or other features, pass env vars (see `.env.example`):
 
-### Keyboard Shortcuts
-- `⌘K` / `Ctrl+K` - Open search
-- `↑↓` - Navigate search results
-- `Enter` - Select result
-- `Esc` - Close modals
+```bash
+docker run -p 3000:3000 \
+  -e GROQ_API_KEY=your_groq_key \
+  -e UPSTASH_REDIS_REST_URL=... \
+  -e UPSTASH_REDIS_REST_TOKEN=... \
+  worldmonitor
+```
 
-### Map Controls
-- **Scroll** - Zoom in/out
-- **Drag** - Pan the map
-- **Click markers** - Show detailed popup
-- **Layer toggles** - Show/hide data layers
+Or use a compose file and an env file:
 
-### Panel Management
-- **Drag panels** - Reorder layout
-- **Settings (⚙)** - Toggle panel visibility
+```bash
+cp .env.example .env
+# Edit .env with your keys (optional)
+docker compose up -d
+```
+
+The container listens on `0.0.0.0:3000`. With `LOCAL_API_CLOUD_FALLBACK=true` (default), any handler that errors or is missing will transparently use the cloud API (worldmonitor.app).
 
-## Data Sources
+### Platform Notes
 
-### News Feeds
-Aggregates 40+ RSS feeds from major news outlets, government sources, and specialty publications with source-tier prioritization.
+| Platform | Status | Notes |
+|----------|--------|-------|
+| **Vercel** | Full support | Recommended deployment target |
+| **Linux x86_64** | Works with `vercel dev` | Full local development |
+| **macOS** | Works with `vercel dev` | Full local development |
+| **Raspberry Pi / ARM** | Partial | `vercel dev` edge runtime emulation may not work on ARM. Use Option 1 (deploy to Vercel), Option 3 (static frontend), or Option 4 (Docker on ARM if Node image supports it) |
+| **Docker** | Supported | Single image: SPA + API. See [Option 4](#option-4-self-hosted-docker) above. |
 
-### Geospatial Data
-- **Hotspots**: 25+ global intelligence hotspots with keyword correlation
-- **Conflicts**: Active conflict zones with involved parties
-- **Pipelines**: 88 operating oil/gas pipelines across all continents
-- **Military Bases**: Major global installations
-- **Nuclear**: Power plants, research reactors, irradiator facilities
+### Railway Relay (Optional)
 
-### Live APIs
-- USGS earthquake feed (M4.5+ global)
-- National Weather Service alerts
-- Internet outage monitoring
-- Cryptocurrency prices (real-time)
+For live AIS vessel tracking and OpenSky aircraft data, deploy the WebSocket relay on Railway:
+
+```bash
+# On Railway, deploy with:
+node scripts/ais-relay.cjs
+```
+
+Set `WS_RELAY_URL` (server-side, HTTPS) and `VITE_WS_RELAY_URL` (client-side, WSS) in your environment. Without the relay, AIS and OpenSky layers won't show live data, but all other features work normally.
 
 ---
 
-## Design Philosophy
+## Tech Stack
+
+| Category | Technologies |
+|----------|--------------|
+| **Frontend** | TypeScript, Vite, deck.gl (WebGL 3D globe), MapLibre GL, vite-plugin-pwa (service worker + manifest) |
+| **Desktop** | Tauri 2 (Rust) with Node.js sidecar, OS keychain integration (keyring crate), native TLS (reqwest) |
+| **AI/ML** | Groq (Llama 3.1 8B), OpenRouter (fallback), Transformers.js (browser-side T5, NER, embeddings) |
+| **Caching** | Redis (Upstash) — 3-tier cache with in-memory + Redis + upstream, cross-user AI deduplication. Vercel CDN (s-maxage). Service worker (Workbox) |
+| **Geopolitical APIs** | OpenSky, GDELT, ACLED, UCDP, HAPI, USGS, GDACS, NASA EONET, NASA FIRMS, Polymarket, Cloudflare Radar, WorldPop |
+| **Market APIs** | Yahoo Finance (equities, forex, crypto), CoinGecko (stablecoins), mempool.space (BTC hashrate), alternative.me (Fear & Greed) |
+| **Threat Intel APIs** | abuse.ch (Feodo Tracker, URLhaus), AlienVault OTX, AbuseIPDB, C2IntelFeeds |
+| **Economic APIs** | FRED (Federal Reserve), EIA (Energy), Finnhub (stock quotes) |
+| **Deployment** | Vercel Edge Functions (45+ endpoints) + Railway (WebSocket relay) + Tauri (desktop) + PWA (installable) |
+| **Data** | 100+ RSS feeds, ADS-B transponders, AIS maritime data, VIIRS satellite imagery, 8 live YouTube streams |
+
+---
 
-**Information density over aesthetics.** Every pixel should convey signal. The dark interface minimizes eye strain during extended monitoring sessions.
+---
 
-**Authority matters.** Not all sources are equal. Wire services and official government channels are prioritized over aggregators and blogs.
+## Contributing
 
-**Correlation over accumulation.** Raw news feeds are noise. The value is in clustering related stories, detecting velocity changes, and identifying cross-source patterns.
+Contributions welcome! See [CONTRIBUTING](./docs/DOCUMENTATION.md#contributing) for guidelines.
 
-**Local-first.** No accounts, no cloud sync. All preferences and history stored locally. The only network traffic is fetching public data.
+```bash
+# Development
+npm run dev          # Full variant (worldmonitor.app)
+npm run dev:tech     # Tech variant (tech.worldmonitor.app)
+
+# Production builds
+npm run build:full   # Build full variant
+npm run build:tech   # Build tech variant
+
+# Quality
+npm run typecheck    # TypeScript type checking
+
+# Desktop packaging
+npm run desktop:package:macos:full     # .app + .dmg (World Monitor)
+npm run desktop:package:macos:tech     # .app + .dmg (Tech Monitor)
+npm run desktop:package:windows:full   # .exe + .msi (World Monitor)
+npm run desktop:package:windows:tech   # .exe + .msi (Tech Monitor)
+
+# Generic packaging runner
+npm run desktop:package -- --os macos --variant full
+
+# Signed packaging (same targets, requires signing env vars)
+npm run desktop:package:macos:full:sign
+npm run desktop:package:windows:full:sign
+```
+
+Desktop release details, signing hooks, variant outputs, and clean-machine validation checklist:
+
+- [docs/RELEASE_PACKAGING.md](./docs/RELEASE_PACKAGING.md)
+
+---
+
+## Roadmap
+
+- [x] 45+ API edge functions for programmatic access
+- [x] Dual-site variant system (geopolitical + tech)
+- [x] Market intelligence (macro signals, ETF flows, stablecoin peg monitoring)
+- [x] Railway relay for WebSocket and blocked-domain proxying
+- [x] CORS origin allowlist and security hardening
+- [x] Native desktop application (Tauri) with OS keychain + authenticated sidecar
+- [x] Progressive Web App with offline map support and installability
+- [x] Bandwidth optimization (CDN caching, gzip relay, staggered polling)
+- [x] 3D WebGL globe visualization (deck.gl)
+- [x] Natural disaster monitoring (USGS + GDACS + NASA EONET)
+- [x] Historical playback via IndexedDB snapshots
+- [x] Live YouTube stream detection with desktop embed bridge
+- [x] Country brief pages with AI-generated intelligence dossiers
+- [x] Local-first country detection (browser-side ray-casting, no network dependency)
+- [x] Climate anomaly monitoring (15 conflict-prone zones)
+- [x] Displacement tracking (UNHCR/HAPI origins & hosts)
+- [x] Country brief export (JSON, CSV, PNG, PDF)
+- [x] Cyber threat intelligence layer (Feodo Tracker, URLhaus, OTX, AbuseIPDB, C2IntelFeeds)
+- [x] Trending keyword spike detection with baseline anomaly alerting
+- [x] Oil & energy analytics (EIA: WTI, Brent, production, inventory)
+- [x] Population exposure estimation (WorldPop density data)
+- [x] Country search in Cmd+K with direct brief navigation
+- [x] Entity index with cross-source correlation and confidence scoring
+- [ ] Mobile-optimized views
+- [ ] Push notifications for critical alerts
+- [x] Self-hosted Docker image
+
+See [full roadmap](./docs/DOCUMENTATION.md#roadmap).
+
+---
+
+## Support the Project
+
+If you find World Monitor useful:
+
+- **Star this repo** to help others discover it
+- **Share** with colleagues interested in OSINT
+- **Contribute** code, data sources, or documentation
+- **Report issues** to help improve the platform
 
 ---
 
 ## License
 
-MIT
+MIT License — see [LICENSE](LICENSE) for details.
+
+---
 
 ## Author
 
-**Elie Habib**
+**Elie Habib** — [GitHub](https://github.com/koala73)
 
 ---
 
-*Built for situational awareness and open-source intelligence gathering.*
+<p align="center">
+  <a href="https://worldmonitor.app">worldmonitor.app</a> &nbsp;·&nbsp;
+  <a href="https://tech.worldmonitor.app">tech.worldmonitor.app</a>
+</p>
+
+## Star History
+
+<a href="https://api.star-history.com/svg?repos=koala73/worldmonitor&type=Date">
+ <picture>
+   <source media="(prefers-color-scheme: dark)" srcset="https://api.star-history.com/svg?repos=koala73/worldmonitor&type=Date&type=Date&theme=dark" />
+   <img alt="Star History Chart" src="https://api.star-history.com/svg?repos=koala73/worldmonitor&type=Date&type=Date" />
+ </picture>
+</a>
diff --git a/ROADMAP.md b/ROADMAP.md
new file mode 100644
index 000000000..cecb16006
--- /dev/null
+++ b/ROADMAP.md
@@ -0,0 +1,408 @@
+# World Monitor Roadmap: Intelligence Correlation Enhancements
+
+This document outlines the top 5 features a geopolitical intelligence analyst would want, focusing on **correlation between existing data points** and leveraging **free APIs/RSS feeds only**.
+
+---
+
+## Current Correlation Capabilities
+
+### What We Already Do Well
+
+| Signal Type | Description | Data Sources |
+|------------|-------------|--------------|
+| **Convergence** | 3+ source types report same story within 30min | News feeds |
+| **Triangulation** | Wire + Gov + Intel sources align on topic | News feeds |
+| **Velocity Spike** | Topic mention rate doubles with 6+ sources/hr | News feeds |
+| **Prediction Leading** | Polymarket moves 5%+ with low news coverage | Polymarket + News |
+| **Silent Divergence** | Market moves 2%+ with minimal related news | Yahoo/Finnhub + News |
+| **Flow/Price Divergence** | Energy price spike without pipeline news | Markets + News |
+| **Related Assets** | News stories enriched with nearby infrastructure | Hotspots + All assets |
+| **GDELT Tensions** | Country-pair tension scores with 7-day trends | GDELT GPR API |
+
+### What's Missing
+
+1. **No cross-layer correlation** - Protests, military movements, and economic data don't talk to each other
+2. **No temporal pattern detection** - Can't detect "unusual for this time of year"
+3. **No geographic clustering** - Multiple event types in same region not flagged
+4. **No country-level aggregation** - No unified risk view per country
+5. **No infrastructure dependency mapping** - Don't show cascade effects
+
+---
+
+## Top 5 Priority Features
+
+### 1. Multi-Signal Geographic Convergence
+
+**What:** When 3+ independent data types converge on the same geographic region within 24-48 hours, generate a high-priority alert.
+
+**Why:** The most valuable I&W (Indications & Warning) signals come from multiple independent sources detecting activity in the same area. A protest + military flight activity + shipping disruption in the same region is far more significant than any single event.
+
+**Data Sources (Already Have):**
+- Protests (ACLED/GDELT) → lat/lon
+- Military flights (OpenSky) → lat/lon
+- Military vessels (AIS) → lat/lon
+- Earthquakes/natural events → lat/lon
+- News hotspots → lat/lon
+- Chokepoint congestion → lat/lon
+- Pipeline incidents → lat/lon (inferred)
+
+**Implementation:**
+```
+1. Define 50km grid cells globally
+2. Each refresh cycle, tag events to grid cells
+3. Track event counts by type per cell over 24h window
+4. Alert when: cell has events from 3+ distinct data types
+5. Confidence = function(event_count, type_diversity, time_clustering)
+```
+
+**Example Alert:**
+> ⚠️ **Geographic Convergence: Taiwan Strait**
+> - Military flights: 12 (3x normal)
+> - Naval vessels: 8 (2x normal)
+> - News velocity: Spike (+340%)
+> - Confidence: 87%
+
+---
+
+### 2. Country Instability Index
+
+**What:** Real-time composite risk score for each country, aggregating all available signals into a single 0-100 index.
+
+**Why:** Analysts need a quick way to answer "how stable is Country X right now?" without manually checking 10 different data sources.
+
+**Components (Already Have Data):**
+| Component | Source | Weight |
+|-----------|--------|--------|
+| Protest frequency | ACLED/GDELT | 20% |
+| Protest severity | ACLED fatalities | 15% |
+| Conflict proximity | Conflict zones | 15% |
+| News sentiment | Clustered news | 10% |
+| News velocity | RSS feeds | 10% |
+| GDELT tension (as target) | GDELT GPR | 10% |
+| Sanctions status | Static config | 10% |
+| Infrastructure incidents | Cables/pipelines | 10% |
+
+**Free Data to Add:**
+- **World Bank Governance Indicators** (annual, free API)
+- **UN Refugee Data** (UNHCR, RSS feeds)
+- **Election proximity** (static calendar)
+
+**Implementation:**
+```
+1. Map all events to ISO country codes
+2. Maintain rolling 7-day and 30-day baselines per country
+3. Calculate Z-scores for each component
+4. Weight and sum to 0-100 index
+5. Track index changes for trend detection
+```
+
+**UI:**
+- Choropleth map layer showing index by color
+- Sortable country list panel
+- Click country → drill-down to component breakdown
+- Alert when country moves 10+ points in 24h
+
+---
+
+### 3. Trade Route Risk Scoring
+
+**What:** Real-time risk assessment for major shipping routes, showing which supply chains are most vulnerable right now.
+
+**Why:** Supply chain disruptions are the primary economic consequence of geopolitical events. An analyst needs to quickly assess "if X happens, what trade is affected?"
+
+**Major Routes to Score:**
+| Route | Chokepoints | Commodities |
+|-------|-------------|-------------|
+| Asia → Europe (Suez) | Suez, Bab el-Mandeb, Malacca | Containers, oil |
+| Asia → US West Coast | Malacca, Taiwan Strait, Panama | Containers, electronics |
+| Middle East → Europe | Hormuz, Suez, Bosphorus | Oil, LNG |
+| Russia → Europe | Baltic, Bosphorus | Oil, gas, grain |
+| South America → Asia | Panama, Magellan | Commodities, grain |
+
+**Risk Components:**
+| Factor | Source | Notes |
+|--------|--------|-------|
+| Chokepoint congestion | AIS density | Real-time |
+| Dark ship activity | AIS gaps | Real-time |
+| Weather/storms | NASA EONET | Real-time |
+| Conflict proximity | Conflict zones | Static + news |
+| Piracy indicators | News keywords | Real-time |
+| Sanctions impact | Config | Which ports blocked |
+| Port delays | Inferred from AIS | Real-time |
+
+**Implementation:**
+```
+1. Define route polylines with chokepoint waypoints
+2. For each chokepoint, calculate: density_change + gap_rate + weather_alerts + conflict_distance
+3. Weight by chokepoint criticality (Hormuz > Malacca > Panama for oil)
+4. Sum to 0-100 risk score per route
+5. Compare to 30-day baseline for trend
+```
+
+**UI:**
+- Route lines on map colored by risk (green → yellow → red)
+- Panel showing route rankings with trends
+- Click route → show chokepoint breakdown
+- Alert when route risk jumps 20+ points
+
+---
+
+### 4. Infrastructure Cascade Visualization
+
+**What:** When you click any infrastructure asset, show what depends on it and what would be affected by its disruption.
+
+**Why:** Critical infrastructure is interconnected. A submarine cable fault affects countries downstream. A pipeline disruption affects refineries and ports. Analysts need to see the "so what."
+
+**Dependency Mappings:**
+
+**Ports → dependent on:**
+- Pipelines (oil/LNG terminals)
+- Submarine cables (data for port operations)
+- Nearby naval bases (protection)
+- Chokepoints (access routes)
+
+**Cables → serve:**
+- Countries (list from cable data)
+- Data centers (proximity)
+- Financial centers (criticality)
+
+**Pipelines → connect:**
+- Origin countries
+- Transit countries
+- Destination ports/refineries
+- Alternate routes
+
+**Implementation:**
+```
+1. Build static dependency graph in config
+2. For cables: map landing points to countries
+3. For pipelines: map to origin/transit/destination
+4. For ports: map to pipelines that terminate there
+5. On asset click: traverse graph, highlight dependents on map
+6. Show impact panel: "Disruption would affect: X countries, Y trade volume"
+```
+
+**Data Enhancement (Free):**
+- **TeleGeography** submarine cable landing points (public)
+- **Global Energy Monitor** pipeline database (public)
+- **UN COMTRADE** for trade flow volumes (free API)
+
+---
+
+### 5. Temporal Anomaly Detection
+
+**What:** Detect when current activity levels deviate significantly from historical norms for the same time period (day of week, month, season).
+
+**Why:** "Unusual activity" only makes sense in context. Military flights on a Tuesday might be normal; the same level on a Sunday might be significant. Activity in December might be normal for end-of-year exercises but unusual in March.
+
+**What to Track:**
+| Data Type | Baseline Period | Anomaly Threshold |
+|-----------|-----------------|-------------------|
+| Military flights per region | Same weekday, 4-week rolling | Z > 2.0 |
+| Naval vessels per chokepoint | Same weekday, 4-week rolling | Z > 2.0 |
+| Protest count per country | Same month, 3-year average | Z > 1.5 |
+| News velocity per topic | Same weekday, 4-week rolling | Z > 2.5 |
+| AIS gaps per region | Same weekday, 4-week rolling | Z > 2.0 |
+
+**Implementation:**
+```
+1. Store hourly/daily counts by category in IndexedDB
+2. Maintain separate baselines by: weekday, month, region
+3. On refresh: compare current to same-period baseline
+4. Calculate Z-score accounting for seasonal patterns
+5. Alert format: "Military flights in Baltic 3.2x normal for Tuesday"
+```
+
+**Example Alerts:**
+> 📊 **Temporal Anomaly: Baltic Region**
+> - Military flights: 47 (normal Tuesday avg: 15)
+> - Z-score: 2.8 (highly unusual)
+> - Last similar: March 2024 (NATO exercise)
+
+> 📊 **Temporal Anomaly: Iran Protests**
+> - Events this week: 23 (normal January avg: 8)
+> - Z-score: 1.9 (elevated)
+> - Note: Anniversary of 2023 protests approaching
+
+---
+
+## Additional Free Data Sources to Integrate
+
+### Economic/Trade APIs (No Key Required)
+
+| Source | Endpoint | Data | Rate Limit |
+|--------|----------|------|------------|
+| **World Bank API** | `api.worldbank.org/v2/` | 16,000+ indicators, GDP, trade, FDI | None |
+| **IMF Data API** | `dataservices.imf.org/REST/SDMX_JSON.svc/` | IFS, trade flows, balance of payments | None |
+| **UN Comtrade** | `comtradeapi.un.org/public/v1/` | Bilateral trade flows by HS code | 100/day free |
+| **BIS Statistics** | `stats.bis.org/api/v1/` | Global liquidity, cross-border banking | None |
+| **OECD Data** | `stats.oecd.org/SDMX-JSON/` | OECD country indicators | None |
+
+### Food Security (Critical for Instability Correlation)
+
+| Source | Endpoint | Data | Notes |
+|--------|----------|------|-------|
+| **FAO GIEWS RSS** | `fao.org/giews/english/shortnews/rss.xml` | Food price alerts, country briefs | Add to feeds.ts |
+| **FAO Food Price Monitor** | `fpma.fao.org/giews/fpmat4/` | Real-time commodity prices | JSON API |
+| **FAO STAT API** | `fenixservices.fao.org/faostat/api/v1/` | Food Price Index, production | REST |
+
+### Sanctions Lists (Critical for Risk Scoring)
+
+| Source | Endpoint | Data | Update Frequency |
+|--------|----------|------|------------------|
+| **OFAC SDN List** | `sanctionslistservice.ofac.treas.gov/api/` | US sanctions | Daily |
+| **EU Sanctions** | `webgate.ec.europa.eu/fsd/fsf/public/files/` | EU restrictive measures | Weekly |
+| **UN Sanctions** | `scsanctions.un.org/resources/xml/` | Al-Qaida, DPRK, Iran, etc. | Real-time |
+| **OpenSanctions** | `api.opensanctions.org/` | Unified 100+ sources | Free tier: 1000/day |
+
+### Migration/Humanitarian (Instability Indicators)
+
+| Source | Endpoint | Data | Notes |
+|--------|----------|------|-------|
+| **UNHCR API** | `api.unhcr.org/` | Refugee populations, IDPs, asylum | No key |
+| **IOM DTM** | `dtm.iom.int/` | Displacement tracking, migration flows | Free registration |
+| **ReliefWeb API** | `api.reliefweb.int/v1/` | Humanitarian reports, disasters | No key |
+| **INFORM Risk** | `drmkc.jrc.ec.europa.eu/inform-index/` | Hazard/vulnerability scores | CSV download |
+
+### Think Tank RSS Feeds (Add to feeds.ts)
+
+**Security/Defense:**
+- RUSI: `rusi.org/rss.xml`
+- Chatham House: `chathamhouse.org/rss.xml`
+- ECFR: `ecfr.eu/feed/`
+- CFR: `cfr.org/rss`
+- Wilson Center: `wilsoncenter.org/rss.xml`
+- GMF: `gmfus.org/feed`
+- Stimson: `stimson.org/feed/`
+- CNAS: `cnas.org/rss`
+
+**Nuclear/Arms Control:**
+- Arms Control Association: `armscontrol.org/rss/all`
+- FAS: `fas.org/feed/`
+- NTI: `nti.org/rss/`
+- Bulletin of Atomic Scientists: `thebulletin.org/feed/`
+
+**Regional:**
+- Middle East Institute: `mei.edu/rss.xml`
+- Lowy Institute (Asia-Pacific): `lowyinstitute.org/feed`
+- EU ISS: `iss.europa.eu/rss.xml`
+
+### Static Data (Annual/Quarterly Updates)
+
+| Source | Data | Format | Use Case |
+|--------|------|--------|----------|
+| **SIPRI Arms Transfers** | Weapons exports by country | CSV | Military capability assessment |
+| **SIPRI MILEX** | Military spending | CSV | Defense budget trends |
+| **V-Dem** | 400+ democracy indicators | CSV | Governance quality |
+| **Fragile States Index** | Country risk scores | CSV | Baseline instability |
+| **Freedom House** | Democracy/freedom scores | CSV | Political environment |
+| **Global Terrorism Database** | Historical incidents | Registration | Pattern analysis |
+
+### Election Calendar (Static Config)
+
+Maintain election calendar in `src/config/elections.ts`. When election date approaches:
+- **30 days**: Add to "upcoming events" panel
+- **7 days**: Boost country news correlation
+- **1 day**: Increase instability index weighting
+- **Election day**: Maximum alert sensitivity
+
+```typescript
+interface Election {
+  country: string;
+  countryCode: string;
+  type: 'presidential' | 'parliamentary' | 'referendum' | 'local';
+  date: Date;
+  significance: 'high' | 'medium' | 'low';
+  notes?: string;
+}
+```
+
+---
+
+## Implementation Priority
+
+| Feature | Complexity | Impact | Priority |
+|---------|------------|--------|----------|
+| Multi-Signal Geographic Convergence | Medium | Very High | 1 |
+| Country Instability Index | Medium | High | 2 |
+| Temporal Anomaly Detection | Medium | High | 3 |
+| Trade Route Risk Scoring | High | High | 4 |
+| Infrastructure Cascade Viz | High | Medium | 5 |
+
+**Recommended approach:** Implement features 1-3 first as they primarily leverage existing data with new correlation logic. Features 4-5 require additional data mapping and UI work.
+
+---
+
+## Technical Notes
+
+### IndexedDB Schema Extensions
+
+```typescript
+interface TemporalBaseline {
+  type: 'military_flights' | 'vessels' | 'protests' | 'news' | 'ais_gaps';
+  region: string;
+  weekday: number; // 0-6
+  month: number; // 1-12
+  hourlyAvg: number[];
+  dailyAvg: number;
+  stdDev: number;
+  sampleCount: number;
+  lastUpdated: Date;
+}
+
+interface CountryRiskSnapshot {
+  countryCode: string;
+  timestamp: Date;
+  components: {
+    protests: number;
+    conflict: number;
+    sentiment: number;
+    velocity: number;
+    tension: number;
+    sanctions: number;
+    infrastructure: number;
+  };
+  index: number;
+  trend: 'rising' | 'stable' | 'falling';
+}
+
+interface GeographicCell {
+  lat: number;
+  lon: number;
+  eventTypes: Set<string>;
+  eventCount: number;
+  firstSeen: Date;
+  lastUpdated: Date;
+}
+```
+
+### New Signal Types
+
+```typescript
+type SignalType =
+  // Existing
+  | 'prediction_leads_news'
+  | 'news_leads_markets'
+  | 'silent_divergence'
+  | 'velocity_spike'
+  | 'convergence'
+  | 'triangulation'
+  | 'flow_drop'
+  | 'flow_price_divergence'
+  // New
+  | 'geographic_convergence'
+  | 'country_risk_spike'
+  | 'trade_route_risk'
+  | 'temporal_anomaly'
+  | 'infrastructure_cascade';
+```
+
+---
+
+## Conclusion
+
+The most valuable enhancements for a geopolitical analyst focus on **correlation, not accumulation**. The dashboard already aggregates vast amounts of data; the next step is making that data talk to each other.
+
+Priority 1 (Geographic Convergence) alone would significantly elevate the tool's I&W capability by detecting when multiple independent signals point to the same location—the hallmark of significant events.
+
+All proposed features use **existing data sources** or **free APIs/RSS feeds**, keeping with the project's accessible, open-source philosophy.
diff --git a/api/_cache-telemetry.js b/api/_cache-telemetry.js
new file mode 100644
index 000000000..94c08e19e
--- /dev/null
+++ b/api/_cache-telemetry.js
@@ -0,0 +1,53 @@
+const statsByEndpoint = new Map();
+const MAX_ENDPOINTS = 128;
+const LOG_EVERY = Math.max(0, Number(process.env.CACHE_TELEMETRY_LOG_EVERY || 200));
+
+function cleanupOldEndpoints() {
+  if (statsByEndpoint.size <= MAX_ENDPOINTS) return;
+  const entries = Array.from(statsByEndpoint.entries())
+    .sort((a, b) => a[1].lastSeen - b[1].lastSeen);
+  const overflow = statsByEndpoint.size - MAX_ENDPOINTS;
+  for (let i = 0; i < overflow; i++) {
+    statsByEndpoint.delete(entries[i][0]);
+  }
+}
+
+export function recordCacheTelemetry(endpoint, outcome) {
+  if (!endpoint || !outcome) return;
+  const now = Date.now();
+  const current = statsByEndpoint.get(endpoint) || {
+    total: 0,
+    outcomes: {},
+    firstSeen: now,
+    lastSeen: now,
+  };
+
+  current.total += 1;
+  current.outcomes[outcome] = (current.outcomes[outcome] || 0) + 1;
+  current.lastSeen = now;
+  statsByEndpoint.set(endpoint, current);
+  cleanupOldEndpoints();
+
+  if (LOG_EVERY > 0 && current.total % LOG_EVERY === 0) {
+    console.log(`[CacheTelemetry] ${endpoint} total=${current.total} outcomes=${JSON.stringify(current.outcomes)}`);
+  }
+}
+
+export function getCacheTelemetrySnapshot() {
+  const endpoints = Array.from(statsByEndpoint.entries())
+    .sort((a, b) => b[1].lastSeen - a[1].lastSeen)
+    .map(([endpoint, stats]) => ({
+      endpoint,
+      total: stats.total,
+      outcomes: stats.outcomes,
+      firstSeen: new Date(stats.firstSeen).toISOString(),
+      lastSeen: new Date(stats.lastSeen).toISOString(),
+    }));
+
+  return {
+    generatedAt: new Date().toISOString(),
+    endpointCount: endpoints.length,
+    endpoints,
+    note: 'In-memory per instance telemetry (resets on cold start).',
+  };
+}
diff --git a/api/_cors.js b/api/_cors.js
new file mode 100644
index 000000000..6a848a8d0
--- /dev/null
+++ b/api/_cors.js
@@ -0,0 +1,33 @@
+const ALLOWED_ORIGIN_PATTERNS = [
+  /^https:\/\/(.*\.)?worldmonitor\.app$/,
+  /^https:\/\/worldmonitor-[a-z0-9-]+-elie-habib-projects\.vercel\.app$/,
+  /^https:\/\/worldmonitor-[a-z0-9-]+\.vercel\.app$/,
+  /^https?:\/\/localhost(:\d+)?$/,
+  /^https?:\/\/127\.0\.0\.1(:\d+)?$/,
+  /^https:\/\/tauri\.localhost(:\d+)?$/,
+  /^https:\/\/[a-z0-9-]+\.tauri\.localhost(:\d+)?$/i,
+  /^tauri:\/\/localhost$/,
+  /^asset:\/\/localhost$/,
+];
+
+function isAllowedOrigin(origin) {
+  return Boolean(origin) && ALLOWED_ORIGIN_PATTERNS.some((pattern) => pattern.test(origin));
+}
+
+export function getCorsHeaders(req, methods = 'GET, OPTIONS') {
+  const origin = req.headers.get('origin') || '';
+  const allowOrigin = isAllowedOrigin(origin) ? origin : 'https://worldmonitor.app';
+  return {
+    'Access-Control-Allow-Origin': allowOrigin,
+    'Access-Control-Allow-Methods': methods,
+    'Access-Control-Allow-Headers': 'Content-Type',
+    'Access-Control-Max-Age': '86400',
+    'Vary': 'Origin',
+  };
+}
+
+export function isDisallowedOrigin(req) {
+  const origin = req.headers.get('origin');
+  if (!origin) return false;
+  return !isAllowedOrigin(origin);
+}
diff --git a/api/_cors.test.mjs b/api/_cors.test.mjs
new file mode 100644
index 000000000..61f85c1ad
--- /dev/null
+++ b/api/_cors.test.mjs
@@ -0,0 +1,40 @@
+import { strict as assert } from 'node:assert';
+import test from 'node:test';
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+
+function makeRequest(origin) {
+  const headers = new Headers();
+  if (origin !== null) {
+    headers.set('origin', origin);
+  }
+  return new Request('https://worldmonitor.app/api/test', { headers });
+}
+
+test('allows desktop Tauri origins', () => {
+  const origins = [
+    'https://tauri.localhost',
+    'https://abc123.tauri.localhost',
+    'tauri://localhost',
+    'asset://localhost',
+    'http://127.0.0.1:46123',
+  ];
+
+  for (const origin of origins) {
+    const req = makeRequest(origin);
+    assert.equal(isDisallowedOrigin(req), false, `origin should be allowed: ${origin}`);
+    const cors = getCorsHeaders(req);
+    assert.equal(cors['Access-Control-Allow-Origin'], origin);
+  }
+});
+
+test('rejects unrelated external origins', () => {
+  const req = makeRequest('https://evil.example.com');
+  assert.equal(isDisallowedOrigin(req), true);
+  const cors = getCorsHeaders(req);
+  assert.equal(cors['Access-Control-Allow-Origin'], 'https://worldmonitor.app');
+});
+
+test('requests without origin remain allowed', () => {
+  const req = makeRequest(null);
+  assert.equal(isDisallowedOrigin(req), false);
+});
diff --git a/api/_ip-rate-limit.js b/api/_ip-rate-limit.js
new file mode 100644
index 000000000..68feff8a9
--- /dev/null
+++ b/api/_ip-rate-limit.js
@@ -0,0 +1,61 @@
+export function createIpRateLimiter({
+  limit,
+  windowMs,
+  maxEntries = 5000,
+  cleanupIntervalMs = 30 * 1000,
+}) {
+  const records = new Map();
+  let lastCleanupAt = 0;
+
+  function cleanup(now) {
+    if (now - lastCleanupAt < cleanupIntervalMs && records.size <= maxEntries) {
+      return;
+    }
+    lastCleanupAt = now;
+
+    const cutoff = now - windowMs;
+    for (const [ip, record] of records) {
+      if (record.windowStart < cutoff) {
+        records.delete(ip);
+      }
+    }
+
+    if (records.size <= maxEntries) {
+      return;
+    }
+
+    const overflow = records.size - maxEntries;
+    const oldest = Array.from(records.entries())
+      .sort((a, b) => a[1].windowStart - b[1].windowStart);
+    for (let i = 0; i < overflow; i++) {
+      const entry = oldest[i];
+      if (!entry) break;
+      records.delete(entry[0]);
+    }
+  }
+
+  function check(ip) {
+    const now = Date.now();
+    cleanup(now);
+
+    const key = (ip || 'unknown').trim() || 'unknown';
+    const record = records.get(key);
+
+    if (!record || now - record.windowStart > windowMs) {
+      records.set(key, { count: 1, windowStart: now });
+      return true;
+    }
+
+    if (record.count >= limit) {
+      return false;
+    }
+
+    record.count += 1;
+    return true;
+  }
+
+  return {
+    check,
+    size: () => records.size,
+  };
+}
diff --git a/api/_upstash-cache.js b/api/_upstash-cache.js
new file mode 100644
index 000000000..75fd627ff
--- /dev/null
+++ b/api/_upstash-cache.js
@@ -0,0 +1,185 @@
+const isSidecar = (process.env.LOCAL_API_MODE || '').includes('sidecar');
+
+// ── In-memory cache (desktop/sidecar) ──
+const mem = new Map();
+let persistPath = null;
+let persistTimer = null;
+let persistInFlight = false;
+let persistQueued = false;
+let loaded = false;
+const MAX_PERSIST_ENTRIES = Math.max(100, Number(process.env.LOCAL_API_CACHE_PERSIST_MAX || 5000));
+
+async function ensureDesktopCache() {
+  if (loaded) return;
+  loaded = true;
+  try {
+    const { join } = await import('node:path');
+    const { readFileSync } = await import('node:fs');
+    const dir = process.env.LOCAL_API_RESOURCE_DIR || '.';
+    persistPath = join(dir, 'api-cache.json');
+    const data = JSON.parse(readFileSync(persistPath, 'utf8'));
+    const now = Date.now();
+    for (const [k, entry] of Object.entries(data)) {
+      if (entry.expiresAt > now) mem.set(k, entry);
+    }
+    console.log(`[Cache] Loaded ${mem.size} entries from disk`);
+  } catch {
+    // File doesn't exist yet
+  }
+  setInterval(() => {
+    const now = Date.now();
+    for (const [k, v] of mem) {
+      if (v.expiresAt <= now) mem.delete(k);
+    }
+  }, 60_000).unref?.();
+}
+
+function buildPersistSnapshot() {
+  const now = Date.now();
+  const payload = Object.create(null);
+  let kept = 0;
+
+  for (const [key, entry] of mem) {
+    if (!entry || entry.expiresAt <= now) continue;
+    payload[key] = entry;
+    kept += 1;
+    if (kept >= MAX_PERSIST_ENTRIES) break;
+  }
+
+  return payload;
+}
+
+async function persistToDisk() {
+  if (!persistPath) return;
+  if (persistInFlight) {
+    persistQueued = true;
+    return;
+  }
+
+  persistInFlight = true;
+  try {
+    const snapshot = buildPersistSnapshot();
+    const json = JSON.stringify(snapshot);
+    const { writeFile, rename } = await import('node:fs/promises');
+    const tmp = persistPath + '.tmp';
+    await writeFile(tmp, json, 'utf8');
+    await rename(tmp, persistPath);
+  } catch (err) {
+    console.warn('[Cache] Persist error:', err.message);
+  } finally {
+    persistInFlight = false;
+    if (persistQueued) {
+      persistQueued = false;
+      void persistToDisk();
+    }
+  }
+}
+
+function debouncedPersist() {
+  if (!persistPath) return;
+  clearTimeout(persistTimer);
+  persistTimer = setTimeout(() => {
+    void persistToDisk();
+  }, 2000);
+  if (persistTimer?.unref) persistTimer.unref();
+}
+
+// ── Redis (cloud/Vercel) ──
+let RedisClass = null;
+let redis = null;
+let redisInitFailed = false;
+
+export async function getRedis() {
+  if (isSidecar) return null;
+  if (redis) return redis;
+  if (redisInitFailed) return null;
+
+  const url = process.env.UPSTASH_REDIS_REST_URL;
+  const token = process.env.UPSTASH_REDIS_REST_TOKEN;
+  if (!url || !token) return null;
+
+  try {
+    if (!RedisClass) {
+      const mod = await import('@upstash/redis');
+      RedisClass = mod.Redis;
+    }
+    redis = new RedisClass({ url, token });
+    return redis;
+  } catch (err) {
+    redisInitFailed = true;
+    console.warn('[Cache] Redis init failed:', err.message);
+    return null;
+  }
+}
+
+// ── Shared API ──
+
+export async function getCachedJson(key) {
+  if (isSidecar) {
+    await ensureDesktopCache();
+    const entry = mem.get(key);
+    if (!entry) return null;
+    if (entry.expiresAt <= Date.now()) {
+      mem.delete(key);
+      return null;
+    }
+    return entry.value;
+  }
+
+  const r = await getRedis();
+  if (!r) return null;
+  try {
+    return await r.get(key);
+  } catch (err) {
+    console.warn('[Cache] Read failed:', err.message);
+    return null;
+  }
+}
+
+export async function setCachedJson(key, value, ttlSeconds) {
+  if (isSidecar) {
+    await ensureDesktopCache();
+    mem.set(key, { value, expiresAt: Date.now() + ttlSeconds * 1000 });
+    debouncedPersist();
+    return true;
+  }
+
+  const r = await getRedis();
+  if (!r) return false;
+  try {
+    await r.set(key, value, { ex: ttlSeconds });
+    return true;
+  } catch (err) {
+    console.warn('[Cache] Write failed:', err.message);
+    return false;
+  }
+}
+
+export async function mget(...keys) {
+  if (isSidecar) {
+    await ensureDesktopCache();
+    const now = Date.now();
+    return keys.map(k => {
+      const entry = mem.get(k);
+      if (!entry || entry.expiresAt <= now) return null;
+      return entry.value;
+    });
+  }
+
+  const r = await getRedis();
+  if (!r) return keys.map(() => null);
+  try {
+    return await r.mget(...keys);
+  } catch (err) {
+    console.warn('[Cache] mget failed:', err.message);
+    return keys.map(() => null);
+  }
+}
+
+export function hashString(input) {
+  let hash = 5381;
+  for (let i = 0; i < input.length; i++) {
+    hash = ((hash << 5) + hash) + input.charCodeAt(i);
+  }
+  return (hash >>> 0).toString(36);
+}
diff --git a/api/acled-conflict.js b/api/acled-conflict.js
new file mode 100644
index 000000000..768f9924a
--- /dev/null
+++ b/api/acled-conflict.js
@@ -0,0 +1,188 @@
+// ACLED Conflict Events API proxy - battles, explosions, violence against civilians
+// Separate from protest proxy to avoid mixing data flows
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+import { getCachedJson, setCachedJson } from './_upstash-cache.js';
+import { recordCacheTelemetry } from './_cache-telemetry.js';
+import { createIpRateLimiter } from './_ip-rate-limit.js';
+
+export const config = { runtime: 'edge' };
+
+const CACHE_KEY = 'acled:conflict:v2';
+const CACHE_TTL_SECONDS = 10 * 60;
+const CACHE_TTL_MS = CACHE_TTL_SECONDS * 1000;
+
+let fallbackCache = { data: null, timestamp: 0 };
+
+const RATE_LIMIT = 10;
+const RATE_WINDOW_MS = 60 * 1000;
+const rateLimiter = createIpRateLimiter({
+  limit: RATE_LIMIT,
+  windowMs: RATE_WINDOW_MS,
+  maxEntries: 5000,
+});
+
+function getClientIp(req) {
+  return req.headers.get('x-forwarded-for')?.split(',')[0] ||
+    req.headers.get('x-real-ip') ||
+    'unknown';
+}
+
+function toErrorMessage(error) {
+  if (error instanceof Error) return error.message;
+  return String(error || 'unknown error');
+}
+
+export default async function handler(req) {
+  const corsHeaders = getCorsHeaders(req, 'GET, OPTIONS');
+
+  if (req.method === 'OPTIONS') {
+    if (isDisallowedOrigin(req)) {
+      return new Response(null, { status: 403, headers: corsHeaders });
+    }
+    return new Response(null, { status: 204, headers: corsHeaders });
+  }
+
+  if (req.method !== 'GET') {
+    return Response.json({ error: 'Method not allowed', data: [] }, {
+      status: 405,
+      headers: corsHeaders,
+    });
+  }
+
+  if (isDisallowedOrigin(req)) {
+    return Response.json({ error: 'Origin not allowed', data: [] }, {
+      status: 403,
+      headers: corsHeaders,
+    });
+  }
+
+  const ip = getClientIp(req);
+  if (!rateLimiter.check(ip)) {
+    return Response.json({ error: 'Rate limited', data: [] }, {
+      status: 429,
+      headers: {
+        ...corsHeaders,
+        'Retry-After': '60',
+      },
+    });
+  }
+
+  const token = process.env.ACLED_ACCESS_TOKEN;
+  if (!token) {
+    return Response.json({ error: 'ACLED not configured', data: [], configured: false }, {
+      status: 200,
+      headers: corsHeaders,
+    });
+  }
+
+  const now = Date.now();
+  const cached = await getCachedJson(CACHE_KEY);
+  if (cached && typeof cached === 'object' && Array.isArray(cached.data)) {
+    recordCacheTelemetry('/api/acled-conflict', 'REDIS-HIT');
+    return Response.json(cached, {
+      status: 200,
+      headers: {
+        ...corsHeaders,
+        'Cache-Control': 'public, max-age=300, s-maxage=300, stale-while-revalidate=60',
+        'X-Cache': 'REDIS-HIT',
+      },
+    });
+  }
+
+  if (fallbackCache.data && now - fallbackCache.timestamp < CACHE_TTL_MS) {
+    recordCacheTelemetry('/api/acled-conflict', 'MEMORY-HIT');
+    return Response.json(fallbackCache.data, {
+      status: 200,
+      headers: {
+        ...corsHeaders,
+        'Cache-Control': 'public, max-age=300, s-maxage=300, stale-while-revalidate=60',
+        'X-Cache': 'MEMORY-HIT',
+      },
+    });
+  }
+
+  try {
+    const endDate = new Date().toISOString().split('T')[0];
+    const startDate = new Date(Date.now() - 30 * 24 * 60 * 60 * 1000).toISOString().split('T')[0];
+    const params = new URLSearchParams({
+      event_type: 'Battles|Explosions/Remote violence|Violence against civilians',
+      event_date: `${startDate}|${endDate}`,
+      event_date_where: 'BETWEEN',
+      limit: '500',
+      _format: 'json',
+    });
+
+    const response = await fetch(`https://acleddata.com/api/acled/read?${params}`, {
+      headers: {
+        Accept: 'application/json',
+        Authorization: `Bearer ${token}`,
+      },
+    });
+
+    if (!response.ok) {
+      const text = await response.text();
+      return Response.json({ error: `ACLED API error: ${response.status}`, details: text.substring(0, 200), data: [] }, {
+        status: response.status,
+        headers: corsHeaders,
+      });
+    }
+
+    const rawData = await response.json();
+    const events = Array.isArray(rawData?.data) ? rawData.data : [];
+    const sanitizedEvents = events.map((e) => ({
+      event_id_cnty: e.event_id_cnty,
+      event_date: e.event_date,
+      event_type: e.event_type,
+      sub_event_type: e.sub_event_type,
+      actor1: e.actor1,
+      actor2: e.actor2,
+      country: e.country,
+      admin1: e.admin1,
+      location: e.location,
+      latitude: e.latitude,
+      longitude: e.longitude,
+      fatalities: e.fatalities,
+      notes: typeof e.notes === 'string' ? e.notes.substring(0, 500) : undefined,
+      source: e.source,
+      tags: e.tags,
+    }));
+
+    const result = {
+      success: true,
+      count: sanitizedEvents.length,
+      data: sanitizedEvents,
+      cached_at: new Date().toISOString(),
+    };
+
+    fallbackCache = { data: result, timestamp: now };
+    void setCachedJson(CACHE_KEY, result, CACHE_TTL_SECONDS);
+    recordCacheTelemetry('/api/acled-conflict', 'MISS');
+
+    return Response.json(result, {
+      status: 200,
+      headers: {
+        ...corsHeaders,
+        'Cache-Control': 'public, max-age=300, s-maxage=300, stale-while-revalidate=60',
+        'X-Cache': 'MISS',
+      },
+    });
+  } catch (error) {
+    if (fallbackCache.data) {
+      recordCacheTelemetry('/api/acled-conflict', 'STALE');
+      return Response.json(fallbackCache.data, {
+        status: 200,
+        headers: {
+          ...corsHeaders,
+          'Cache-Control': 'public, max-age=60, s-maxage=60, stale-while-revalidate=30',
+          'X-Cache': 'STALE',
+        },
+      });
+    }
+
+    recordCacheTelemetry('/api/acled-conflict', 'ERROR');
+    return Response.json({ error: `Fetch failed: ${toErrorMessage(error)}`, data: [] }, {
+      status: 500,
+      headers: corsHeaders,
+    });
+  }
+}
diff --git a/api/acled.js b/api/acled.js
new file mode 100644
index 000000000..71907fdec
--- /dev/null
+++ b/api/acled.js
@@ -0,0 +1,200 @@
+// ACLED API proxy - keeps token server-side only
+// Token is stored in ACLED_ACCESS_TOKEN (no VITE_ prefix)
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+import { getCachedJson, setCachedJson } from './_upstash-cache.js';
+import { recordCacheTelemetry } from './_cache-telemetry.js';
+import { createIpRateLimiter } from './_ip-rate-limit.js';
+
+export const config = { runtime: 'edge' };
+
+const CACHE_KEY = 'acled:protests:v2';
+const CACHE_TTL_SECONDS = 10 * 60;
+const CACHE_TTL_MS = CACHE_TTL_SECONDS * 1000;
+
+// In-memory fallback cache when Redis is unavailable.
+let fallbackCache = { data: null, timestamp: 0 };
+
+const RATE_LIMIT = 10; // requests per minute
+const RATE_WINDOW_MS = 60 * 1000;
+const rateLimiter = createIpRateLimiter({
+  limit: RATE_LIMIT,
+  windowMs: RATE_WINDOW_MS,
+  maxEntries: 5000,
+});
+
+function getClientIp(req) {
+  return req.headers.get('x-forwarded-for')?.split(',')[0] ||
+    req.headers.get('x-real-ip') ||
+    'unknown';
+}
+
+function toErrorMessage(error) {
+  if (error instanceof Error) return error.message;
+  return String(error || 'unknown error');
+}
+
+export default async function handler(req) {
+  const corsHeaders = getCorsHeaders(req, 'GET, OPTIONS');
+
+  if (req.method === 'OPTIONS') {
+    if (isDisallowedOrigin(req)) {
+      return new Response(null, { status: 403, headers: corsHeaders });
+    }
+    return new Response(null, { status: 204, headers: corsHeaders });
+  }
+
+  if (req.method !== 'GET') {
+    return Response.json({ error: 'Method not allowed', data: [] }, {
+      status: 405,
+      headers: corsHeaders,
+    });
+  }
+
+  if (isDisallowedOrigin(req)) {
+    return Response.json({ error: 'Origin not allowed', data: [] }, {
+      status: 403,
+      headers: corsHeaders,
+    });
+  }
+
+  const ip = getClientIp(req);
+  if (!rateLimiter.check(ip)) {
+    return Response.json({ error: 'Rate limited', data: [] }, {
+      status: 429,
+      headers: {
+        ...corsHeaders,
+        'Retry-After': '60',
+      },
+    });
+  }
+
+  const token = process.env.ACLED_ACCESS_TOKEN;
+  if (!token) {
+    return Response.json({
+      error: 'ACLED not configured',
+      data: [],
+      configured: false,
+    }, {
+      status: 200,
+      headers: corsHeaders,
+    });
+  }
+
+  const now = Date.now();
+  const cached = await getCachedJson(CACHE_KEY);
+  if (cached && typeof cached === 'object' && Array.isArray(cached.data)) {
+    recordCacheTelemetry('/api/acled', 'REDIS-HIT');
+    return Response.json(cached, {
+      status: 200,
+      headers: {
+        ...corsHeaders,
+        'Cache-Control': 'public, max-age=300, s-maxage=300, stale-while-revalidate=60',
+        'X-Cache': 'REDIS-HIT',
+      },
+    });
+  }
+
+  if (fallbackCache.data && now - fallbackCache.timestamp < CACHE_TTL_MS) {
+    recordCacheTelemetry('/api/acled', 'MEMORY-HIT');
+    return Response.json(fallbackCache.data, {
+      status: 200,
+      headers: {
+        ...corsHeaders,
+        'Cache-Control': 'public, max-age=300, s-maxage=300, stale-while-revalidate=60',
+        'X-Cache': 'MEMORY-HIT',
+      },
+    });
+  }
+
+  try {
+    const endDate = new Date().toISOString().split('T')[0];
+    const startDate = new Date(Date.now() - 30 * 24 * 60 * 60 * 1000).toISOString().split('T')[0];
+    const params = new URLSearchParams({
+      event_type: 'Protests',
+      event_date: `${startDate}|${endDate}`,
+      event_date_where: 'BETWEEN',
+      limit: '500',
+      _format: 'json',
+    });
+
+    const response = await fetch(`https://acleddata.com/api/acled/read?${params}`, {
+      headers: {
+        Accept: 'application/json',
+        Authorization: `Bearer ${token}`,
+      },
+    });
+
+    if (!response.ok) {
+      const text = await response.text();
+      return Response.json({
+        error: `ACLED API error: ${response.status}`,
+        details: text.substring(0, 200),
+        data: [],
+      }, {
+        status: response.status,
+        headers: corsHeaders,
+      });
+    }
+
+    const rawData = await response.json();
+    const events = Array.isArray(rawData?.data) ? rawData.data : [];
+    const sanitizedEvents = events.map((e) => ({
+      event_id_cnty: e.event_id_cnty,
+      event_date: e.event_date,
+      event_type: e.event_type,
+      sub_event_type: e.sub_event_type,
+      actor1: e.actor1,
+      actor2: e.actor2,
+      country: e.country,
+      admin1: e.admin1,
+      location: e.location,
+      latitude: e.latitude,
+      longitude: e.longitude,
+      fatalities: e.fatalities,
+      notes: typeof e.notes === 'string' ? e.notes.substring(0, 500) : undefined,
+      source: e.source,
+      tags: e.tags,
+    }));
+
+    const result = {
+      success: true,
+      count: sanitizedEvents.length,
+      data: sanitizedEvents,
+      cached_at: new Date().toISOString(),
+    };
+
+    fallbackCache = { data: result, timestamp: now };
+    void setCachedJson(CACHE_KEY, result, CACHE_TTL_SECONDS);
+    recordCacheTelemetry('/api/acled', 'MISS');
+
+    return Response.json(result, {
+      status: 200,
+      headers: {
+        ...corsHeaders,
+        'Cache-Control': 'public, max-age=300, s-maxage=300, stale-while-revalidate=60',
+        'X-Cache': 'MISS',
+      },
+    });
+  } catch (error) {
+    if (fallbackCache.data) {
+      recordCacheTelemetry('/api/acled', 'STALE');
+      return Response.json(fallbackCache.data, {
+        status: 200,
+        headers: {
+          ...corsHeaders,
+          'Cache-Control': 'public, max-age=60, s-maxage=60, stale-while-revalidate=30',
+          'X-Cache': 'STALE',
+        },
+      });
+    }
+
+    recordCacheTelemetry('/api/acled', 'ERROR');
+    return Response.json({
+      error: `Fetch failed: ${toErrorMessage(error)}`,
+      data: [],
+    }, {
+      status: 500,
+      headers: corsHeaders,
+    });
+  }
+}
diff --git a/api/ais-snapshot.js b/api/ais-snapshot.js
new file mode 100644
index 000000000..18d63dc2e
--- /dev/null
+++ b/api/ais-snapshot.js
@@ -0,0 +1,206 @@
+export const config = { runtime: 'edge' };
+
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+import { getCachedJson, setCachedJson } from './_upstash-cache.js';
+import { recordCacheTelemetry } from './_cache-telemetry.js';
+
+const CACHE_TTL_SECONDS = 8;
+const CACHE_TTL_MS = CACHE_TTL_SECONDS * 1000;
+const CACHE_VERSION = 'v1';
+const MEMORY_CACHE_MAX_ENTRIES = 8;
+const MEMORY_FALLBACK_MAX_AGE_MS = 60 * 1000;
+const memoryCache = new Map();
+const inFlightByKey = new Map();
+
+function getErrorMessage(error) {
+  if (error instanceof Error) return error.message;
+  return String(error || 'Failed to fetch AIS snapshot');
+}
+
+function getMemoryCachedSnapshot(cacheKey, allowStale = false) {
+  const entry = memoryCache.get(cacheKey);
+  if (!entry) return null;
+
+  const now = Date.now();
+  const age = now - entry.timestamp;
+  if (age > MEMORY_FALLBACK_MAX_AGE_MS) {
+    memoryCache.delete(cacheKey);
+    return null;
+  }
+
+  if (!allowStale && age > CACHE_TTL_MS) {
+    return null;
+  }
+
+  entry.lastSeen = now;
+  return entry.data;
+}
+
+function setMemoryCachedSnapshot(cacheKey, data) {
+  const now = Date.now();
+  memoryCache.set(cacheKey, {
+    data,
+    timestamp: now,
+    lastSeen: now,
+  });
+
+  if (memoryCache.size <= MEMORY_CACHE_MAX_ENTRIES) return;
+
+  const overflow = memoryCache.size - MEMORY_CACHE_MAX_ENTRIES;
+  const oldestEntries = Array.from(memoryCache.entries())
+    .sort((a, b) => a[1].lastSeen - b[1].lastSeen);
+  for (let i = 0; i < overflow; i++) {
+    const entry = oldestEntries[i];
+    if (!entry) break;
+    memoryCache.delete(entry[0]);
+  }
+}
+
+function getRelayBaseUrl() {
+  const relayUrl = process.env.WS_RELAY_URL;
+  if (!relayUrl) return null;
+  return relayUrl
+    .replace('wss://', 'https://')
+    .replace('ws://', 'http://')
+    .replace(/\/$/, '');
+}
+
+function isValidSnapshot(data) {
+  return Boolean(
+    data &&
+    typeof data === 'object' &&
+    data.status &&
+    typeof data.status === 'object' &&
+    Array.isArray(data.disruptions) &&
+    Array.isArray(data.density)
+  );
+}
+
+export default async function handler(req) {
+  const corsHeaders = getCorsHeaders(req, 'GET, OPTIONS');
+
+  if (req.method === 'OPTIONS') {
+    if (isDisallowedOrigin(req)) {
+      return new Response(null, { status: 403, headers: corsHeaders });
+    }
+    return new Response(null, { status: 204, headers: corsHeaders });
+  }
+
+  if (req.method !== 'GET') {
+    return new Response(JSON.stringify({ error: 'Method not allowed' }), {
+      status: 405,
+      headers: { 'Content-Type': 'application/json', ...corsHeaders },
+    });
+  }
+
+  if (isDisallowedOrigin(req)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), {
+      status: 403,
+      headers: { 'Content-Type': 'application/json', ...corsHeaders },
+    });
+  }
+
+  const requestUrl = new URL(req.url);
+  const includeCandidates = requestUrl.searchParams.get('candidates') === 'true';
+  const cacheKey = `ais-snapshot:${CACHE_VERSION}:${includeCandidates ? 'full' : 'lite'}`;
+  const redisCached = await getCachedJson(cacheKey);
+  if (isValidSnapshot(redisCached)) {
+    setMemoryCachedSnapshot(cacheKey, redisCached);
+    recordCacheTelemetry('/api/ais-snapshot', 'REDIS-HIT');
+    return new Response(JSON.stringify(redisCached), {
+      status: 200,
+      headers: {
+        'Content-Type': 'application/json',
+        'Cache-Control': `public, max-age=${CACHE_TTL_SECONDS}, s-maxage=${CACHE_TTL_SECONDS}, stale-while-revalidate=5`,
+        'X-Cache': 'REDIS-HIT',
+        ...corsHeaders,
+      },
+    });
+  }
+
+  const memoryCached = getMemoryCachedSnapshot(cacheKey);
+  if (isValidSnapshot(memoryCached)) {
+    recordCacheTelemetry('/api/ais-snapshot', 'MEMORY-HIT');
+    return new Response(JSON.stringify(memoryCached), {
+      status: 200,
+      headers: {
+        'Content-Type': 'application/json',
+        'Cache-Control': `public, max-age=${CACHE_TTL_SECONDS}, s-maxage=${CACHE_TTL_SECONDS}, stale-while-revalidate=5`,
+        'X-Cache': 'MEMORY-HIT',
+        ...corsHeaders,
+      },
+    });
+  }
+
+  const relayBaseUrl = getRelayBaseUrl();
+  if (!relayBaseUrl) {
+    recordCacheTelemetry('/api/ais-snapshot', 'NO-RELAY-CONFIG');
+    return new Response(JSON.stringify({ vessels: [], skipped: true, reason: 'AIS relay not configured' }), {
+      status: 200,
+      headers: { 'Content-Type': 'application/json', ...corsHeaders },
+    });
+  }
+
+  try {
+    let requestPromise = inFlightByKey.get(cacheKey);
+    if (!requestPromise) {
+      requestPromise = (async () => {
+        const upstreamUrl = `${relayBaseUrl}/ais/snapshot?candidates=${includeCandidates ? 'true' : 'false'}`;
+        const response = await fetch(upstreamUrl, {
+          headers: { 'Accept': 'application/json' },
+        });
+        if (!response.ok) {
+          throw new Error(`AIS relay HTTP ${response.status}`);
+        }
+
+        const data = await response.json();
+        if (!isValidSnapshot(data)) {
+          throw new Error('Invalid AIS snapshot payload');
+        }
+        return data;
+      })();
+      inFlightByKey.set(cacheKey, requestPromise);
+    }
+
+    const data = await requestPromise;
+    if (!isValidSnapshot(data)) {
+      throw new Error('Invalid AIS snapshot payload');
+    }
+
+    setMemoryCachedSnapshot(cacheKey, data);
+    void setCachedJson(cacheKey, data, CACHE_TTL_SECONDS);
+    recordCacheTelemetry('/api/ais-snapshot', 'MISS');
+
+    return new Response(JSON.stringify(data), {
+      status: 200,
+      headers: {
+        'Content-Type': 'application/json',
+        'Cache-Control': `public, max-age=${CACHE_TTL_SECONDS}, s-maxage=${CACHE_TTL_SECONDS}, stale-while-revalidate=5`,
+        'X-Cache': 'MISS',
+        ...corsHeaders,
+      },
+    });
+  } catch (error) {
+    const staleMemory = getMemoryCachedSnapshot(cacheKey, true);
+    if (isValidSnapshot(staleMemory)) {
+      recordCacheTelemetry('/api/ais-snapshot', 'MEMORY-ERROR-FALLBACK');
+      return new Response(JSON.stringify(staleMemory), {
+        status: 200,
+        headers: {
+          'Content-Type': 'application/json',
+          'Cache-Control': `public, max-age=${CACHE_TTL_SECONDS}, s-maxage=${CACHE_TTL_SECONDS}, stale-while-revalidate=5`,
+          'X-Cache': 'MEMORY-ERROR-FALLBACK',
+          ...corsHeaders,
+        },
+      });
+    }
+
+    recordCacheTelemetry('/api/ais-snapshot', 'ERROR');
+    return new Response(JSON.stringify({ error: getErrorMessage(error) }), {
+      status: 502,
+      headers: { 'Content-Type': 'application/json', ...corsHeaders },
+    });
+  } finally {
+    inFlightByKey.delete(cacheKey);
+  }
+}
diff --git a/api/arxiv.js b/api/arxiv.js
new file mode 100644
index 000000000..a34e059bc
--- /dev/null
+++ b/api/arxiv.js
@@ -0,0 +1,59 @@
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+export const config = { runtime: 'edge' };
+
+// Fetch AI/ML papers from ArXiv
+// Categories: cs.AI, cs.LG (Machine Learning), cs.CL (Computation and Language)
+export default async function handler(request) {
+  const cors = getCorsHeaders(request);
+  if (isDisallowedOrigin(request)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), { status: 403, headers: cors });
+  }
+  try {
+    const { searchParams } = new URL(request.url);
+    const category = searchParams.get('category') || 'cs.AI'; // cs.AI, cs.LG, cs.CL
+    const maxResults = searchParams.get('max_results') || '50';
+    const sortBy = searchParams.get('sortBy') || 'submittedDate'; // submittedDate, lastUpdatedDate, relevance
+
+    // ArXiv API search query
+    // Search for papers in specified category, sorted by date
+    const query = `cat:${category}`;
+    const apiUrl = `https://export.arxiv.org/api/query?search_query=${encodeURIComponent(query)}&start=0&max_results=${maxResults}&sortBy=${sortBy}&sortOrder=descending`;
+
+    const response = await fetch(apiUrl, {
+      headers: {
+        'User-Agent': 'WorldMonitor/1.0 (AI Research Tracker)',
+      },
+    });
+
+    if (!response.ok) {
+      throw new Error(`ArXiv API returned ${response.status}`);
+    }
+
+    const xmlData = await response.text();
+
+    // Parse XML to extract key information
+    // Return raw XML for client-side parsing or transform here
+    return new Response(xmlData, {
+      status: 200,
+      headers: {
+        'Content-Type': 'application/xml',
+        ...cors,
+        'Cache-Control': 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600', // 1 hour cache
+      },
+    });
+  } catch (error) {
+    return new Response(
+      JSON.stringify({
+        error: 'Failed to fetch ArXiv data',
+        message: error.message
+      }),
+      {
+        status: 500,
+        headers: {
+          'Content-Type': 'application/json',
+          ...cors
+        },
+      }
+    );
+  }
+}
diff --git a/api/cache-telemetry.js b/api/cache-telemetry.js
new file mode 100644
index 000000000..35a9ce96d
--- /dev/null
+++ b/api/cache-telemetry.js
@@ -0,0 +1,38 @@
+export const config = { runtime: 'edge' };
+
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+import { getCacheTelemetrySnapshot } from './_cache-telemetry.js';
+
+export default async function handler(req) {
+  const corsHeaders = getCorsHeaders(req, 'GET, OPTIONS');
+
+  if (req.method === 'OPTIONS') {
+    if (isDisallowedOrigin(req)) {
+      return new Response(null, { status: 403, headers: corsHeaders });
+    }
+    return new Response(null, { status: 204, headers: corsHeaders });
+  }
+
+  if (req.method !== 'GET') {
+    return new Response(JSON.stringify({ error: 'Method not allowed' }), {
+      status: 405,
+      headers: { 'Content-Type': 'application/json', ...corsHeaders },
+    });
+  }
+
+  if (isDisallowedOrigin(req)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), {
+      status: 403,
+      headers: { 'Content-Type': 'application/json', ...corsHeaders },
+    });
+  }
+
+  return new Response(JSON.stringify(getCacheTelemetrySnapshot()), {
+    status: 200,
+    headers: {
+      'Content-Type': 'application/json',
+      'Cache-Control': 'no-store',
+      ...corsHeaders,
+    },
+  });
+}
diff --git a/api/classify-batch.js b/api/classify-batch.js
new file mode 100644
index 000000000..7476fa948
--- /dev/null
+++ b/api/classify-batch.js
@@ -0,0 +1,198 @@
+import { getCachedJson, setCachedJson, mget, hashString } from './_upstash-cache.js';
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+
+export const config = {
+  runtime: 'edge',
+};
+
+const GROQ_API_URL = 'https://api.groq.com/openai/v1/chat/completions';
+const MODEL = 'llama-3.1-8b-instant';
+const CACHE_TTL_SECONDS = 86400;
+const CACHE_VERSION = 'v1';
+const MAX_BATCH_SIZE = 20;
+
+const VALID_LEVELS = ['critical', 'high', 'medium', 'low', 'info'];
+const VALID_CATEGORIES = [
+  'conflict', 'protest', 'disaster', 'diplomatic', 'economic',
+  'terrorism', 'cyber', 'health', 'environmental', 'military',
+  'crime', 'infrastructure', 'tech', 'general',
+];
+
+export default async function handler(request) {
+  const corsHeaders = getCorsHeaders(request, 'POST, OPTIONS');
+
+  if (request.method === 'OPTIONS') {
+    return new Response(null, { status: 204, headers: corsHeaders });
+  }
+
+  if (request.method !== 'POST') {
+    return new Response(JSON.stringify({ error: 'Method not allowed' }), {
+      status: 405,
+      headers: { ...corsHeaders, 'Content-Type': 'application/json' },
+    });
+  }
+
+  if (isDisallowedOrigin(request)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), {
+      status: 403,
+      headers: { 'Content-Type': 'application/json' },
+    });
+  }
+
+  const apiKey = process.env.GROQ_API_KEY;
+  if (!apiKey) {
+    return new Response(JSON.stringify({ results: [], fallback: true, skipped: true, reason: 'GROQ_API_KEY not configured' }), {
+      status: 200,
+      headers: { 'Content-Type': 'application/json' },
+    });
+  }
+
+  const contentLength = parseInt(request.headers.get('content-length') || '0', 10);
+  if (contentLength > 51200) {
+    return new Response(JSON.stringify({ error: 'Payload too large' }), {
+      status: 413,
+      headers: { ...corsHeaders, 'Content-Type': 'application/json' },
+    });
+  }
+
+  let body;
+  try {
+    body = await request.json();
+  } catch {
+    return new Response(JSON.stringify({ error: 'Invalid JSON body' }), {
+      status: 400,
+      headers: { 'Content-Type': 'application/json' },
+    });
+  }
+
+  const { titles, variant = 'full' } = body;
+  if (!Array.isArray(titles) || titles.length === 0) {
+    return new Response(JSON.stringify({ error: 'titles array required' }), {
+      status: 400,
+      headers: { 'Content-Type': 'application/json' },
+    });
+  }
+
+  const batch = titles.slice(0, MAX_BATCH_SIZE);
+  const results = new Array(batch.length).fill(null);
+  const uncachedIndices = [];
+
+  const cacheKeys = batch.map(
+    (t) => `classify:${CACHE_VERSION}:${hashString(t.toLowerCase() + ':' + variant)}`
+  );
+  const cached = await mget(...cacheKeys);
+  for (let i = 0; i < cached.length; i++) {
+    const val = cached[i];
+    if (val && typeof val === 'object' && val.level) {
+      results[i] = { level: val.level, category: val.category, cached: true };
+    } else {
+      uncachedIndices.push(i);
+    }
+  }
+
+  if (uncachedIndices.length === 0) {
+    return new Response(JSON.stringify({ results }), {
+      status: 200,
+      headers: { 'Content-Type': 'application/json', 'Cache-Control': 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600' },
+    });
+  }
+
+  const uncachedTitles = uncachedIndices.map((i) => batch[i]);
+  const isTech = variant === 'tech';
+  const numberedList = uncachedTitles.map((t, i) => `${i + 1}. ${t}`).join('\n');
+
+  const systemPrompt = `You classify news headlines into threat level and category. Return ONLY a valid JSON array, no other text.
+
+Levels: critical, high, medium, low, info
+Categories: conflict, protest, disaster, diplomatic, economic, terrorism, cyber, health, environmental, military, crime, infrastructure, tech, general
+
+${isTech ? 'Focus: technology, startups, AI, cybersecurity. Most tech news is "low" or "info" unless it involves outages, breaches, or major disruptions.' : 'Focus: geopolitical events, conflicts, disasters, diplomacy. Classify by real-world severity and impact.'}
+
+Return a JSON array with one object per headline in order: [{"level":"...","category":"..."},...]`;
+
+  try {
+    const response = await fetch(GROQ_API_URL, {
+      method: 'POST',
+      headers: {
+        'Authorization': `Bearer ${apiKey}`,
+        'Content-Type': 'application/json',
+      },
+      body: JSON.stringify({
+        model: MODEL,
+        messages: [
+          { role: 'system', content: systemPrompt },
+          { role: 'user', content: numberedList },
+        ],
+        temperature: 0,
+        max_tokens: uncachedTitles.length * 60,
+      }),
+    });
+
+    if (!response.ok) {
+      console.error('[ClassifyBatch] Groq error:', response.status);
+      return new Response(JSON.stringify({ results, fallback: true }), {
+        status: response.status,
+        headers: { 'Content-Type': 'application/json' },
+      });
+    }
+
+    const data = await response.json();
+    const raw = data.choices?.[0]?.message?.content?.trim();
+    if (!raw) {
+      return new Response(JSON.stringify({ results, fallback: true }), {
+        status: 200,
+        headers: { 'Content-Type': 'application/json' },
+      });
+    }
+
+    let parsed;
+    try {
+      parsed = JSON.parse(raw);
+    } catch {
+      const match = raw.match(/\[[\s\S]*\]/);
+      if (match) {
+        try { parsed = JSON.parse(match[0]); } catch { /* fall through */ }
+      }
+    }
+
+    if (!Array.isArray(parsed)) {
+      return new Response(JSON.stringify({ results, fallback: true }), {
+        status: 200,
+        headers: { 'Content-Type': 'application/json' },
+      });
+    }
+
+    const cacheWrites = [];
+    for (let i = 0; i < uncachedIndices.length; i++) {
+      const classification = parsed[i];
+      if (!classification) continue;
+
+      const level = VALID_LEVELS.includes(classification.level) ? classification.level : null;
+      const category = VALID_CATEGORIES.includes(classification.category) ? classification.category : null;
+      if (!level || !category) continue;
+
+      const idx = uncachedIndices[i];
+      results[idx] = { level, category, cached: false };
+
+      const cacheKey = `classify:${CACHE_VERSION}:${hashString(batch[idx].toLowerCase() + ':' + variant)}`;
+      cacheWrites.push(
+        setCachedJson(cacheKey, { level, category, timestamp: Date.now() }, CACHE_TTL_SECONDS)
+      );
+    }
+
+    if (cacheWrites.length > 0) {
+      await Promise.allSettled(cacheWrites);
+    }
+
+    return new Response(JSON.stringify({ results }), {
+      status: 200,
+      headers: { 'Content-Type': 'application/json', 'Cache-Control': 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600' },
+    });
+  } catch (error) {
+    console.error('[ClassifyBatch] Error:', error.message);
+    return new Response(JSON.stringify({ results, fallback: true }), {
+      status: 500,
+      headers: { 'Content-Type': 'application/json' },
+    });
+  }
+}
diff --git a/api/classify-event.js b/api/classify-event.js
new file mode 100644
index 000000000..b428596c5
--- /dev/null
+++ b/api/classify-event.js
@@ -0,0 +1,164 @@
+import { getCachedJson, setCachedJson, hashString } from './_upstash-cache.js';
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+
+export const config = {
+  runtime: 'edge',
+};
+
+const GROQ_API_URL = 'https://api.groq.com/openai/v1/chat/completions';
+const MODEL = 'llama-3.1-8b-instant';
+const CACHE_TTL_SECONDS = 86400;
+const CACHE_VERSION = 'v1';
+
+const VALID_LEVELS = ['critical', 'high', 'medium', 'low', 'info'];
+const VALID_CATEGORIES = [
+  'conflict', 'protest', 'disaster', 'diplomatic', 'economic',
+  'terrorism', 'cyber', 'health', 'environmental', 'military',
+  'crime', 'infrastructure', 'tech', 'general',
+];
+
+export default async function handler(request) {
+  const corsHeaders = getCorsHeaders(request, 'GET, OPTIONS');
+
+  if (request.method === 'OPTIONS') {
+    return new Response(null, { status: 204, headers: corsHeaders });
+  }
+
+  if (request.method !== 'GET') {
+    return new Response(JSON.stringify({ error: 'Method not allowed' }), {
+      status: 405,
+      headers: { ...corsHeaders, 'Content-Type': 'application/json' },
+    });
+  }
+
+  if (isDisallowedOrigin(request)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), {
+      status: 403,
+      headers: { 'Content-Type': 'application/json' },
+    });
+  }
+
+  const apiKey = process.env.GROQ_API_KEY;
+  if (!apiKey) {
+    return new Response(JSON.stringify({ fallback: true, skipped: true, reason: 'GROQ_API_KEY not configured' }), {
+      status: 200,
+      headers: { 'Content-Type': 'application/json' },
+    });
+  }
+
+  const url = new URL(request.url);
+  const title = url.searchParams.get('title');
+  const variant = url.searchParams.get('variant') || 'full';
+
+  if (!title) {
+    return new Response(JSON.stringify({ error: 'title param required' }), {
+      status: 400,
+      headers: { 'Content-Type': 'application/json' },
+    });
+  }
+
+  const cacheKey = `classify:${CACHE_VERSION}:${hashString(title.toLowerCase() + ':' + variant)}`;
+
+  try {
+    const cached = await getCachedJson(cacheKey);
+    if (cached && typeof cached === 'object' && cached.level) {
+      return new Response(JSON.stringify({
+        level: cached.level,
+        category: cached.category,
+        confidence: 0.9,
+        source: 'llm',
+        cached: true,
+      }), {
+        status: 200,
+        headers: { 'Content-Type': 'application/json' },
+      });
+    }
+
+    const isTech = variant === 'tech';
+    const systemPrompt = `You classify news headlines into threat level and category. Return ONLY valid JSON, no other text.
+
+Levels: critical, high, medium, low, info
+Categories: conflict, protest, disaster, diplomatic, economic, terrorism, cyber, health, environmental, military, crime, infrastructure, tech, general
+
+${isTech ? 'Focus: technology, startups, AI, cybersecurity. Most tech news is "low" or "info" unless it involves outages, breaches, or major disruptions.' : 'Focus: geopolitical events, conflicts, disasters, diplomacy. Classify by real-world severity and impact.'}
+
+Return: {"level":"...","category":"..."}`;
+
+    const response = await fetch(GROQ_API_URL, {
+      method: 'POST',
+      headers: {
+        'Authorization': `Bearer ${apiKey}`,
+        'Content-Type': 'application/json',
+      },
+      body: JSON.stringify({
+        model: MODEL,
+        messages: [
+          { role: 'system', content: systemPrompt },
+          { role: 'user', content: title },
+        ],
+        temperature: 0,
+        max_tokens: 50,
+      }),
+    });
+
+    if (!response.ok) {
+      console.error('[Classify] Groq error:', response.status);
+      return new Response(JSON.stringify({ fallback: true }), {
+        status: response.status,
+        headers: { 'Content-Type': 'application/json' },
+      });
+    }
+
+    const data = await response.json();
+    const raw = data.choices?.[0]?.message?.content?.trim();
+    if (!raw) {
+      return new Response(JSON.stringify({ fallback: true }), {
+        status: 500,
+        headers: { 'Content-Type': 'application/json' },
+      });
+    }
+
+    let parsed;
+    try {
+      parsed = JSON.parse(raw);
+    } catch {
+      console.warn('[Classify] Invalid JSON from LLM:', raw);
+      return new Response(JSON.stringify({ fallback: true }), {
+        status: 500,
+        headers: { 'Content-Type': 'application/json' },
+      });
+    }
+
+    const level = VALID_LEVELS.includes(parsed.level) ? parsed.level : null;
+    const category = VALID_CATEGORIES.includes(parsed.category) ? parsed.category : null;
+    if (!level || !category) {
+      return new Response(JSON.stringify({ fallback: true }), {
+        status: 500,
+        headers: { 'Content-Type': 'application/json' },
+      });
+    }
+
+    await setCachedJson(cacheKey, { level, category, timestamp: Date.now() }, CACHE_TTL_SECONDS);
+
+    return new Response(JSON.stringify({
+      level,
+      category,
+      confidence: 0.9,
+      source: 'llm',
+      cached: false,
+    }), {
+      status: 200,
+      headers: {
+        'Content-Type': 'application/json',
+        'Cache-Control': 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600',
+      },
+    });
+
+  } catch (error) {
+    console.error('[Classify] Error:', error.message);
+    return new Response(JSON.stringify({ fallback: true }), {
+      status: 500,
+      headers: { 'Content-Type': 'application/json' },
+    });
+  }
+}
diff --git a/api/climate-anomalies.js b/api/climate-anomalies.js
new file mode 100644
index 000000000..9532cbde4
--- /dev/null
+++ b/api/climate-anomalies.js
@@ -0,0 +1,206 @@
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+import { getCachedJson, setCachedJson } from './_upstash-cache.js';
+import { recordCacheTelemetry } from './_cache-telemetry.js';
+import { createIpRateLimiter } from './_ip-rate-limit.js';
+
+export const config = { runtime: 'edge' };
+
+const CACHE_KEY = 'climate:anomalies:v1';
+const CACHE_TTL_SECONDS = 6 * 60 * 60;
+const CACHE_TTL_MS = CACHE_TTL_SECONDS * 1000;
+
+let fallbackCache = { data: null, timestamp: 0 };
+
+const rateLimiter = createIpRateLimiter({
+  limit: 15,
+  windowMs: 60 * 1000,
+  maxEntries: 5000,
+});
+
+function getClientIp(req) {
+  return req.headers.get('x-forwarded-for')?.split(',')[0] ||
+    req.headers.get('x-real-ip') ||
+    'unknown';
+}
+
+function toErrorMessage(error) {
+  if (error instanceof Error) return error.message;
+  return String(error || 'unknown error');
+}
+
+function isValidResult(data) {
+  return Boolean(data && typeof data === 'object' && Array.isArray(data.anomalies));
+}
+
+const MONITORED_ZONES = [
+  { name: 'Ukraine', lat: 48.4, lon: 31.2 },
+  { name: 'Middle East', lat: 33.0, lon: 44.0 },
+  { name: 'Sahel', lat: 14.0, lon: 0.0 },
+  { name: 'Horn of Africa', lat: 8.0, lon: 42.0 },
+  { name: 'South Asia', lat: 25.0, lon: 78.0 },
+  { name: 'California', lat: 36.8, lon: -119.4 },
+  { name: 'Amazon', lat: -3.4, lon: -60.0 },
+  { name: 'Australia', lat: -25.0, lon: 134.0 },
+  { name: 'Mediterranean', lat: 38.0, lon: 20.0 },
+  { name: 'Taiwan Strait', lat: 24.0, lon: 120.0 },
+  { name: 'Myanmar', lat: 19.8, lon: 96.7 },
+  { name: 'Central Africa', lat: 4.0, lon: 22.0 },
+  { name: 'Southern Africa', lat: -25.0, lon: 28.0 },
+  { name: 'Central Asia', lat: 42.0, lon: 65.0 },
+  { name: 'Caribbean', lat: 19.0, lon: -72.0 },
+];
+
+function classifySeverity(tempDelta, precipDelta) {
+  const absTemp = Math.abs(tempDelta);
+  const absPrecip = Math.abs(precipDelta);
+  if (absTemp >= 5 || absPrecip >= 80) return 'extreme';
+  if (absTemp >= 3 || absPrecip >= 40) return 'moderate';
+  return 'normal';
+}
+
+function classifyType(tempDelta, precipDelta) {
+  const absTemp = Math.abs(tempDelta);
+  const absPrecip = Math.abs(precipDelta);
+  if (absTemp >= absPrecip / 20) {
+    if (tempDelta > 0 && precipDelta < -20) return 'mixed';
+    if (tempDelta > 3) return 'warm';
+    if (tempDelta < -3) return 'cold';
+  }
+  if (precipDelta > 40) return 'wet';
+  if (precipDelta < -40) return 'dry';
+  if (tempDelta > 0) return 'warm';
+  return 'cold';
+}
+
+export default async function handler(req) {
+  const corsHeaders = getCorsHeaders(req, 'GET, OPTIONS');
+
+  if (req.method === 'OPTIONS') {
+    if (isDisallowedOrigin(req)) return new Response(null, { status: 403, headers: corsHeaders });
+    return new Response(null, { status: 204, headers: corsHeaders });
+  }
+
+  if (req.method !== 'GET') {
+    return Response.json({ error: 'Method not allowed' }, { status: 405, headers: corsHeaders });
+  }
+
+  if (isDisallowedOrigin(req)) {
+    return Response.json({ error: 'Origin not allowed' }, { status: 403, headers: corsHeaders });
+  }
+
+  const ip = getClientIp(req);
+  if (!rateLimiter.check(ip)) {
+    return Response.json({ error: 'Rate limited' }, {
+      status: 429, headers: { ...corsHeaders, 'Retry-After': '60' },
+    });
+  }
+
+  const now = Date.now();
+  const cached = await getCachedJson(CACHE_KEY);
+  if (isValidResult(cached)) {
+    recordCacheTelemetry('/api/climate-anomalies', 'REDIS-HIT');
+    return Response.json(cached, {
+      status: 200,
+      headers: { ...corsHeaders, 'Cache-Control': 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600', 'X-Cache': 'REDIS-HIT' },
+    });
+  }
+
+  if (isValidResult(fallbackCache.data) && now - fallbackCache.timestamp < CACHE_TTL_MS) {
+    recordCacheTelemetry('/api/climate-anomalies', 'MEMORY-HIT');
+    return Response.json(fallbackCache.data, {
+      status: 200,
+      headers: { ...corsHeaders, 'Cache-Control': 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600', 'X-Cache': 'MEMORY-HIT' },
+    });
+  }
+
+  try {
+    const endDate = new Date();
+    const startDate = new Date(Date.now() - 30 * 24 * 60 * 60 * 1000);
+    const start = startDate.toISOString().split('T')[0];
+    const end = endDate.toISOString().split('T')[0];
+
+    const fetchZone = async (zone) => {
+      try {
+        const params = new URLSearchParams({
+          latitude: String(zone.lat),
+          longitude: String(zone.lon),
+          start_date: start,
+          end_date: end,
+          daily: 'temperature_2m_mean,precipitation_sum',
+          timezone: 'UTC',
+        });
+
+        const resp = await fetch(`https://archive-api.open-meteo.com/v1/archive?${params}`, {
+          headers: { Accept: 'application/json' },
+        });
+
+        if (!resp.ok) return null;
+        const data = await resp.json();
+        const temps = data.daily?.temperature_2m_mean || [];
+        const precips = data.daily?.precipitation_sum || [];
+
+        if (temps.length < 14) return null;
+
+        const validTemps = temps.filter(t => t !== null);
+        const validPrecips = precips.filter(p => p !== null);
+
+        const last7Temps = validTemps.slice(-7);
+        const baseline30Temps = validTemps.slice(0, -7);
+        const last7Precips = validPrecips.slice(-7);
+        const baseline30Precips = validPrecips.slice(0, -7);
+
+        const avg = arr => arr.length ? arr.reduce((s, v) => s + v, 0) / arr.length : 0;
+
+        const tempDelta = avg(last7Temps) - avg(baseline30Temps);
+        const precipDelta = avg(last7Precips) - avg(baseline30Precips);
+        const severity = classifySeverity(tempDelta, precipDelta);
+
+        return {
+          zone: zone.name,
+          lat: zone.lat,
+          lon: zone.lon,
+          tempDelta: Math.round(tempDelta * 10) / 10,
+          precipDelta: Math.round(precipDelta * 10) / 10,
+          severity,
+          type: classifyType(tempDelta, precipDelta),
+          period: `${start} to ${end}`,
+        };
+      } catch {
+        return null;
+      }
+    };
+
+    const results = await Promise.allSettled(MONITORED_ZONES.map(fetchZone));
+    const anomalies = results
+      .filter(r => r.status === 'fulfilled' && r.value)
+      .map(r => r.value);
+
+    const result = {
+      success: true,
+      anomalies,
+      timestamp: new Date().toISOString(),
+    };
+
+    fallbackCache = { data: result, timestamp: now };
+    void setCachedJson(CACHE_KEY, result, CACHE_TTL_SECONDS);
+    recordCacheTelemetry('/api/climate-anomalies', 'MISS');
+
+    return Response.json(result, {
+      status: 200,
+      headers: { ...corsHeaders, 'Cache-Control': 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600', 'X-Cache': 'MISS' },
+    });
+  } catch (error) {
+    if (isValidResult(fallbackCache.data)) {
+      recordCacheTelemetry('/api/climate-anomalies', 'STALE');
+      return Response.json(fallbackCache.data, {
+        status: 200,
+        headers: { ...corsHeaders, 'Cache-Control': 'public, max-age=600, s-maxage=600, stale-while-revalidate=120', 'X-Cache': 'STALE' },
+      });
+    }
+
+    recordCacheTelemetry('/api/climate-anomalies', 'ERROR');
+    return Response.json({ error: `Fetch failed: ${toErrorMessage(error)}`, anomalies: [] }, {
+      status: 500, headers: corsHeaders,
+    });
+  }
+}
diff --git a/api/cloudflare-outages.js b/api/cloudflare-outages.js
new file mode 100644
index 000000000..cbcceccb4
--- /dev/null
+++ b/api/cloudflare-outages.js
@@ -0,0 +1,64 @@
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+export const config = { runtime: 'edge' };
+
+function clampLimit(rawLimit) {
+  const parsed = Number.parseInt(rawLimit || '', 10);
+  if (!Number.isFinite(parsed)) return 50;
+  return Math.max(1, Math.min(100, parsed));
+}
+
+export default async function handler(req) {
+  const corsHeaders = getCorsHeaders(req, 'GET, OPTIONS');
+
+  if (req.method === 'OPTIONS') {
+    if (isDisallowedOrigin(req)) {
+      return new Response(null, { status: 403, headers: corsHeaders });
+    }
+    return new Response(null, { status: 204, headers: corsHeaders });
+  }
+
+  if (req.method !== 'GET') {
+    return new Response(JSON.stringify({ error: 'Method not allowed' }), {
+      status: 405,
+      headers: { 'Content-Type': 'application/json', ...corsHeaders },
+    });
+  }
+
+  if (isDisallowedOrigin(req)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), {
+      status: 403,
+      headers: { 'Content-Type': 'application/json', ...corsHeaders },
+    });
+  }
+
+  const url = new URL(req.url);
+  const dateRange = url.searchParams.get('dateRange') || '7d';
+  const limit = clampLimit(url.searchParams.get('limit'));
+
+  const token = process.env.CLOUDFLARE_API_TOKEN;
+  if (!token) {
+    // Signal to client that outages feature is not configured
+    return new Response(JSON.stringify({ configured: false }), {
+      status: 200,
+      headers: { 'Content-Type': 'application/json', ...corsHeaders },
+    });
+  }
+
+  try {
+    const response = await fetch(
+      `https://api.cloudflare.com/client/v4/radar/annotations/outages?dateRange=${dateRange}&limit=${limit}`,
+      { headers: { 'Authorization': `Bearer ${token}` } }
+    );
+    const data = await response.text();
+    return new Response(data, {
+      status: response.status,
+      headers: { 'Content-Type': 'application/json', 'Cache-Control': 'public, max-age=120, s-maxage=120, stale-while-revalidate=60', ...corsHeaders },
+    });
+  } catch (error) {
+    // Return empty result on error so client circuit breaker doesn't trigger unnecessarily
+    return new Response(JSON.stringify({ success: true, result: { annotations: [] } }), {
+      status: 200,
+      headers: { 'Content-Type': 'application/json', ...corsHeaders },
+    });
+  }
+}
diff --git a/api/coingecko.js b/api/coingecko.js
new file mode 100644
index 000000000..6db3902b0
--- /dev/null
+++ b/api/coingecko.js
@@ -0,0 +1,154 @@
+export const config = { runtime: 'edge' };
+
+import { getCachedJson, hashString, setCachedJson } from './_upstash-cache.js';
+import { recordCacheTelemetry } from './_cache-telemetry.js';
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+
+const ALLOWED_CURRENCIES = ['usd', 'eur', 'gbp', 'jpy', 'cny', 'btc', 'eth'];
+const MAX_COIN_IDS = 20;
+const COIN_ID_PATTERN = /^[a-z0-9-]+$/;
+
+const CACHE_TTL_SECONDS = 120; // 2 minutes
+const CACHE_TTL_MS = CACHE_TTL_SECONDS * 1000;
+const RESPONSE_CACHE_CONTROL = 'public, max-age=120, s-maxage=120, stale-while-revalidate=60';
+const CACHE_VERSION = 'v2';
+
+// In-memory fallback cache for the current instance.
+let fallbackCache = { key: '', payload: null, timestamp: 0 };
+
+function validateCoinIds(idsParam) {
+  if (!idsParam) return 'bitcoin,ethereum,solana';
+
+  const ids = idsParam.split(',')
+    .map(id => id.trim().toLowerCase())
+    .filter(id => COIN_ID_PATTERN.test(id) && id.length <= 50)
+    .slice(0, MAX_COIN_IDS);
+
+  return ids.length > 0 ? ids.join(',') : 'bitcoin,ethereum,solana';
+}
+
+function validateCurrency(val) {
+  const currency = (val || 'usd').toLowerCase();
+  return ALLOWED_CURRENCIES.includes(currency) ? currency : 'usd';
+}
+
+function validateBoolean(val, defaultVal) {
+  if (val === 'true' || val === 'false') return val;
+  return defaultVal;
+}
+
+function getHeaders(cors, xCache, cacheControl = RESPONSE_CACHE_CONTROL) {
+  return {
+    'Content-Type': 'application/json',
+    ...cors,
+    'Cache-Control': cacheControl,
+    'X-Cache': xCache,
+  };
+}
+
+function isValidPayload(payload) {
+  return Boolean(
+    payload &&
+    typeof payload === 'object' &&
+    typeof payload.body === 'string' &&
+    Number.isFinite(payload.status)
+  );
+}
+
+export default async function handler(req) {
+  const cors = getCorsHeaders(req);
+  if (isDisallowedOrigin(req)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), { status: 403, headers: cors });
+  }
+  const url = new URL(req.url);
+
+  const ids = validateCoinIds(url.searchParams.get('ids'));
+  const vsCurrencies = validateCurrency(url.searchParams.get('vs_currencies'));
+  const include24hrChange = validateBoolean(url.searchParams.get('include_24hr_change'), 'true');
+
+  const now = Date.now();
+  const cacheKey = `${ids}:${vsCurrencies}:${include24hrChange}`;
+  const redisKey = `coingecko:${CACHE_VERSION}:${hashString(cacheKey)}`;
+
+  const redisCached = await getCachedJson(redisKey);
+  if (isValidPayload(redisCached)) {
+    recordCacheTelemetry('/api/coingecko', 'REDIS-HIT');
+    return new Response(redisCached.body, {
+      status: redisCached.status,
+      headers: getHeaders(cors, 'REDIS-HIT'),
+    });
+  }
+
+  if (
+    isValidPayload(fallbackCache.payload) &&
+    fallbackCache.key === cacheKey &&
+    now - fallbackCache.timestamp < CACHE_TTL_MS
+  ) {
+    recordCacheTelemetry('/api/coingecko', 'MEMORY-HIT');
+    return new Response(fallbackCache.payload.body, {
+      status: fallbackCache.payload.status,
+      headers: getHeaders(cors, 'MEMORY-HIT'),
+    });
+  }
+
+  const endpoint = url.searchParams.get('endpoint');
+
+  try {
+    let geckoUrl;
+    if (endpoint === 'markets') {
+      geckoUrl = `https://api.coingecko.com/api/v3/coins/markets?vs_currency=${vsCurrencies}&ids=${ids}&order=market_cap_desc&sparkline=true&price_change_percentage=24h`;
+    } else {
+      geckoUrl = `https://api.coingecko.com/api/v3/simple/price?ids=${ids}&vs_currencies=${vsCurrencies}&include_24hr_change=${include24hrChange}`;
+    }
+    const response = await fetch(geckoUrl, {
+      headers: {
+        'Accept': 'application/json',
+      },
+    });
+
+    // If rate limited, return cached data if available
+    if (
+      response.status === 429 &&
+      isValidPayload(fallbackCache.payload) &&
+      fallbackCache.key === cacheKey
+    ) {
+      recordCacheTelemetry('/api/coingecko', 'STALE');
+      return new Response(fallbackCache.payload.body, {
+        status: fallbackCache.payload.status,
+        headers: getHeaders(cors, 'STALE'),
+      });
+    }
+
+    const data = await response.text();
+
+    // Cache successful responses
+    if (response.ok) {
+      const payload = { body: data, status: response.status };
+      fallbackCache = { key: cacheKey, payload, timestamp: Date.now() };
+      void setCachedJson(redisKey, payload, CACHE_TTL_SECONDS);
+      recordCacheTelemetry('/api/coingecko', 'MISS');
+    } else {
+      recordCacheTelemetry('/api/coingecko', 'UPSTREAM-ERROR');
+    }
+
+    return new Response(data, {
+      status: response.status,
+      headers: getHeaders(cors, 'MISS'),
+    });
+  } catch (error) {
+    // Return cached data on error if available
+    if (isValidPayload(fallbackCache.payload) && fallbackCache.key === cacheKey) {
+      recordCacheTelemetry('/api/coingecko', 'ERROR-FALLBACK');
+      return new Response(fallbackCache.payload.body, {
+        status: fallbackCache.payload.status,
+        headers: getHeaders(cors, 'ERROR-FALLBACK', 'public, max-age=120'),
+      });
+    }
+
+    recordCacheTelemetry('/api/coingecko', 'ERROR');
+    return new Response(JSON.stringify({ error: 'Failed to fetch data' }), {
+      status: 500,
+      headers: { 'Content-Type': 'application/json', ...cors },
+    });
+  }
+}
diff --git a/api/country-intel.js b/api/country-intel.js
new file mode 100644
index 000000000..ee6e52a52
--- /dev/null
+++ b/api/country-intel.js
@@ -0,0 +1,191 @@
+/**
+ * Country Intelligence Brief Endpoint
+ * Generates AI-powered country situation briefs using Groq
+ * Redis cached (2h TTL) for cross-user deduplication
+ */
+
+import { getCachedJson, setCachedJson, hashString } from './_upstash-cache.js';
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+
+export const config = {
+  runtime: 'edge',
+};
+
+const GROQ_API_URL = 'https://api.groq.com/openai/v1/chat/completions';
+const MODEL = 'llama-3.1-8b-instant';
+const CACHE_TTL_SECONDS = 7200; // 2 hours
+const CACHE_VERSION = 'ci-v2';
+
+export default async function handler(request) {
+  const corsHeaders = getCorsHeaders(request, 'POST, OPTIONS');
+
+  if (request.method === 'OPTIONS') {
+    return new Response(null, { status: 204, headers: corsHeaders });
+  }
+
+  if (request.method !== 'POST') {
+    return new Response(JSON.stringify({ error: 'Method not allowed' }), {
+      status: 405,
+      headers: { ...corsHeaders, 'Content-Type': 'application/json' },
+    });
+  }
+
+  if (isDisallowedOrigin(request)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), {
+      status: 403,
+      headers: { 'Content-Type': 'application/json' },
+    });
+  }
+
+  const apiKey = process.env.GROQ_API_KEY;
+  if (!apiKey) {
+    return new Response(JSON.stringify({ intel: null, fallback: true, skipped: true, reason: 'GROQ_API_KEY not configured' }), {
+      status: 200,
+      headers: { 'Content-Type': 'application/json' },
+    });
+  }
+
+  const contentLength = parseInt(request.headers.get('content-length') || '0', 10);
+  if (contentLength > 51200) {
+    return new Response(JSON.stringify({ error: 'Payload too large' }), {
+      status: 413,
+      headers: { 'Content-Type': 'application/json' },
+    });
+  }
+
+  try {
+    const { country, code, context } = await request.json();
+
+    if (!country || !code) {
+      return new Response(JSON.stringify({ error: 'country and code required' }), {
+        status: 400,
+        headers: { 'Content-Type': 'application/json' },
+      });
+    }
+
+    // Cache key includes country code + context hash (context changes as data updates)
+    const contextHash = context ? hashString(JSON.stringify(context)).slice(0, 8) : 'no-ctx';
+    const cacheKey = `${CACHE_VERSION}:${code}:${contextHash}`;
+
+    const cached = await getCachedJson(cacheKey);
+    if (cached && typeof cached === 'object' && cached.brief) {
+      console.log('[CountryIntel] Cache hit:', code);
+      return new Response(JSON.stringify({ ...cached, cached: true }), {
+        status: 200,
+        headers: { 'Content-Type': 'application/json', 'Cache-Control': 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600' },
+      });
+    }
+
+    // Build data context section
+    const dataLines = [];
+    if (context?.score != null) {
+      const changeStr = context.change24h ? ` (${context.change24h > 0 ? '+' : ''}${context.change24h} in 24h)` : '';
+      dataLines.push(`Instability Score: ${context.score}/100 (${context.level || 'unknown'}) — trend: ${context.trend || 'unknown'}${changeStr}`);
+    }
+    if (context?.components) {
+      const c = context.components;
+      dataLines.push(`Score Components: Unrest ${c.unrest ?? '?'}/100, Security ${c.security ?? '?'}/100, Information ${c.information ?? '?'}/100`);
+    }
+    if (context?.protests != null) dataLines.push(`Active protests in/near country (7d): ${context.protests}`);
+    if (context?.militaryFlights != null) dataLines.push(`Military aircraft detected in/near country: ${context.militaryFlights}`);
+    if (context?.militaryVessels != null) dataLines.push(`Military vessels detected in/near country: ${context.militaryVessels}`);
+    if (context?.outages != null) dataLines.push(`Internet outages: ${context.outages}`);
+    if (context?.earthquakes != null) dataLines.push(`Recent earthquakes: ${context.earthquakes}`);
+    if (context?.stockIndex) dataLines.push(`Stock Market Index: ${context.stockIndex}`);
+    if (context?.convergenceScore != null) {
+      dataLines.push(`Signal convergence score: ${context.convergenceScore}/100 (multiple signal types detected: ${(context.signalTypes || []).join(', ')})`);
+    }
+    if (context?.regionalConvergence?.length > 0) {
+      dataLines.push(`\nRegional convergence alerts:`);
+      context.regionalConvergence.forEach(r => dataLines.push(`- ${r}`));
+    }
+    if (context?.headlines?.length > 0) {
+      dataLines.push(`\nRecent headlines mentioning ${country} (${context.headlines.length} found):`);
+      context.headlines.slice(0, 15).forEach((h, i) => dataLines.push(`${i + 1}. ${h}`));
+    }
+
+    const dataSection = dataLines.length > 0
+      ? `\nCURRENT SENSOR DATA:\n${dataLines.join('\n')}`
+      : '\nNo real-time sensor data available for this country.';
+
+    const dateStr = new Date().toISOString().split('T')[0];
+
+    const systemPrompt = `You are a senior intelligence analyst providing comprehensive country situation briefs. Current date: ${dateStr}. Donald Trump is the current US President (second term, inaugurated Jan 2025).
+
+Write a thorough, data-driven intelligence brief for the requested country. Structure:
+
+1. **Current Situation** — What is happening right now. Reference specific data: instability scores, protest counts, military presence, outages. Explain what the numbers mean in context.
+
+2. **Military & Security Posture** — Analyze military activity in/near the country. What forces are present? What does the positioning suggest? What are foreign nations doing in this theater?
+
+3. **Key Risk Factors** — What drives instability or stability. Connect the dots between different signals (protests + outages = potential crackdown? military buildup + diplomatic tensions = escalation risk?). Reference specific headlines.
+
+4. **Regional Context** — How does this country's situation affect or relate to its neighbors and the broader region? Reference any convergence alerts.
+
+5. **Outlook & Watch Items** — What to monitor in the near term. Be specific about indicators that would signal escalation or de-escalation.
+
+Rules:
+- Be specific and analytical. Reference the data provided (scores, counts, headlines, convergence).
+- If data shows low activity, say so — don't manufacture threats.
+- Connect signals: explain what combinations of data points suggest.
+- 5-6 paragraphs, 300-400 words.
+- No speculation beyond what the data supports.
+- Use plain language, not jargon.
+- If military assets are 0, don't speculate about military presence — say monitoring shows no current military activity.
+- When referencing a specific headline from the numbered list, cite it as [N] where N is the headline number (e.g. "tensions escalated [3]"). Only cite headlines you directly reference.`;
+
+    const userPrompt = `Country: ${country} (${code})${dataSection}`;
+
+    const groqRes = await fetch(GROQ_API_URL, {
+      method: 'POST',
+      headers: {
+        'Authorization': `Bearer ${apiKey}`,
+        'Content-Type': 'application/json',
+      },
+      body: JSON.stringify({
+        model: MODEL,
+        messages: [
+          { role: 'system', content: systemPrompt },
+          { role: 'user', content: userPrompt },
+        ],
+        temperature: 0.4,
+        max_tokens: 900,
+      }),
+    });
+
+    if (!groqRes.ok) {
+      const errText = await groqRes.text();
+      console.error('[CountryIntel] Groq error:', groqRes.status, errText);
+      return new Response(JSON.stringify({ error: 'AI service error', fallback: true }), {
+        status: 502,
+        headers: { 'Content-Type': 'application/json' },
+      });
+    }
+
+    const groqData = await groqRes.json();
+    const brief = groqData.choices?.[0]?.message?.content || '';
+
+    const result = {
+      brief,
+      country,
+      code,
+      model: MODEL,
+      generatedAt: new Date().toISOString(),
+    };
+
+    if (brief) {
+      await setCachedJson(cacheKey, result, CACHE_TTL_SECONDS);
+    }
+
+    return new Response(JSON.stringify(result), {
+      status: 200,
+      headers: { 'Content-Type': 'application/json', 'Cache-Control': 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600' },
+    });
+  } catch (err) {
+    console.error('[CountryIntel] Error:', err);
+    return new Response(JSON.stringify({ error: 'Internal error' }), {
+      status: 500,
+      headers: { 'Content-Type': 'application/json' },
+    });
+  }
+}
diff --git a/api/cyber-threats.js b/api/cyber-threats.js
new file mode 100644
index 000000000..1d91ebe2b
--- /dev/null
+++ b/api/cyber-threats.js
@@ -0,0 +1,1061 @@
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+import { getCachedJson, setCachedJson } from './_upstash-cache.js';
+import { recordCacheTelemetry } from './_cache-telemetry.js';
+import { createIpRateLimiter } from './_ip-rate-limit.js';
+
+export const config = { runtime: 'edge' };
+
+const BASE_CACHE_KEY = 'cyber-threats:v1';
+const GEO_CACHE_KEY_PREFIX = 'cyber-threats:geoip:v1:';
+
+const DEFAULT_LIMIT = 500;
+const MAX_LIMIT = 1000;
+const DEFAULT_DAYS = 14;
+const MAX_DAYS = 90;
+
+const CACHE_TTL_SECONDS = 10 * 60;
+const CACHE_TTL_MS = CACHE_TTL_SECONDS * 1000;
+const STALE_FALLBACK_MAX_AGE_MS = 24 * 60 * 60 * 1000;
+const GEO_CACHE_TTL_SECONDS = 24 * 60 * 60;
+const GEO_CACHE_TTL_MS = GEO_CACHE_TTL_SECONDS * 1000;
+
+const FEODO_URL = 'https://feodotracker.abuse.ch/downloads/ipblocklist.json';
+const URLHAUS_RECENT_URL = (limit) => `https://urlhaus-api.abuse.ch/v1/urls/recent/limit/${limit}/`;
+const C2INTEL_URL = 'https://raw.githubusercontent.com/drb-ra/C2IntelFeeds/master/feeds/IPC2s-30day.csv';
+const OTX_INDICATORS_URL = 'https://otx.alienvault.com/api/v1/indicators/export?type=IPv4&modified_since=';
+const ABUSEIPDB_BLACKLIST_URL = 'https://api.abuseipdb.com/api/v2/blacklist';
+
+const UPSTREAM_TIMEOUT_MS = 8000;
+const GEO_MAX_UNRESOLVED_PER_RUN = 250;
+const GEO_CONCURRENCY = 16;
+const GEO_OVERALL_TIMEOUT_MS = 15_000;
+const GEO_PER_IP_TIMEOUT_MS = 3000;
+
+const RATE_LIMIT = 20;
+const RATE_WINDOW_MS = 60 * 1000;
+const rateLimiter = createIpRateLimiter({
+  limit: RATE_LIMIT,
+  windowMs: RATE_WINDOW_MS,
+  maxEntries: 8000,
+});
+
+const ALLOWED_TYPES = new Set(['c2_server', 'malware_host', 'phishing', 'malicious_url']);
+const ALLOWED_SOURCES = new Set(['feodo', 'urlhaus', 'c2intel', 'otx', 'abuseipdb']);
+const ALLOWED_SEVERITIES = new Set(['low', 'medium', 'high', 'critical']);
+const ALLOWED_INDICATOR_TYPES = new Set(['ip', 'domain', 'url']);
+
+const responseMemoryCache = new Map();
+const staleFallbackCache = new Map();
+const geoMemoryCache = new Map();
+
+function clampInt(rawValue, fallback, min, max) {
+  const parsed = Number.parseInt(String(rawValue ?? ''), 10);
+  if (!Number.isFinite(parsed)) return fallback;
+  return Math.max(min, Math.min(max, parsed));
+}
+
+function getClientIp(req) {
+  return req.headers.get('x-forwarded-for')?.split(',')[0]?.trim()
+    || req.headers.get('x-real-ip')
+    || 'unknown';
+}
+
+function toErrorMessage(error) {
+  if (error instanceof Error) return error.message;
+  return String(error || 'unknown_error');
+}
+
+function cleanString(value, maxLen = 120) {
+  if (typeof value !== 'string') return '';
+  return value.trim().replace(/\s+/g, ' ').slice(0, maxLen);
+}
+
+function toFiniteNumber(value) {
+  const parsed = typeof value === 'number' ? value : Number.parseFloat(String(value ?? ''));
+  return Number.isFinite(parsed) ? parsed : null;
+}
+
+function hasValidCoordinates(latValue, lonValue) {
+  const lat = toFiniteNumber(latValue);
+  const lon = toFiniteNumber(lonValue);
+  if (lat === null || lon === null) return false;
+  return lat >= -90 && lat <= 90 && lon >= -180 && lon <= 180;
+}
+
+function toIsoDate(value) {
+  if (!value) return null;
+  if (value instanceof Date && !Number.isNaN(value.getTime())) {
+    return value.toISOString();
+  }
+
+  const raw = cleanString(String(value), 80);
+  if (!raw) return null;
+
+  const normalized = raw
+    .replace(' UTC', 'Z')
+    .replace(' GMT', 'Z')
+    .replace(' +00:00', 'Z')
+    .replace(' ', 'T');
+
+  const direct = new Date(raw);
+  if (!Number.isNaN(direct.getTime())) return direct.toISOString();
+
+  const fallback = new Date(normalized);
+  if (!Number.isNaN(fallback.getTime())) return fallback.toISOString();
+
+  return null;
+}
+
+function isIPv4(value) {
+  if (!/^(\d{1,3}\.){3}\d{1,3}$/.test(value)) return false;
+  const octets = value.split('.').map(Number);
+  return octets.every((n) => Number.isInteger(n) && n >= 0 && n <= 255);
+}
+
+function isIPv6(value) {
+  return /^[0-9a-f:]+$/i.test(value) && value.includes(':');
+}
+
+function isIpAddress(value) {
+  const candidate = cleanString(value, 80).toLowerCase();
+  if (!candidate) return false;
+  return isIPv4(candidate) || isIPv6(candidate);
+}
+
+function normalizeCountry(value) {
+  const raw = cleanString(String(value ?? ''), 64);
+  if (!raw) return undefined;
+  if (/^[a-z]{2}$/i.test(raw)) return raw.toUpperCase();
+  return raw;
+}
+
+const COUNTRY_CENTROIDS = {
+  US:[39.8,-98.6],CA:[56.1,-106.3],MX:[23.6,-102.6],BR:[-14.2,-51.9],AR:[-38.4,-63.6],
+  GB:[55.4,-3.4],DE:[51.2,10.5],FR:[46.2,2.2],IT:[41.9,12.6],ES:[40.5,-3.7],
+  NL:[52.1,5.3],BE:[50.5,4.5],SE:[60.1,18.6],NO:[60.5,8.5],FI:[61.9,25.7],
+  DK:[56.3,9.5],PL:[51.9,19.1],CZ:[49.8,15.5],AT:[47.5,14.6],CH:[46.8,8.2],
+  PT:[39.4,-8.2],IE:[53.1,-8.2],RO:[45.9,25.0],HU:[47.2,19.5],BG:[42.7,25.5],
+  HR:[45.1,15.2],SK:[48.7,19.7],UA:[48.4,31.2],RU:[61.5,105.3],BY:[53.7,28.0],
+  TR:[39.0,35.2],GR:[39.1,21.8],RS:[44.0,21.0],CN:[35.9,104.2],JP:[36.2,138.3],
+  KR:[35.9,127.8],IN:[20.6,79.0],PK:[30.4,69.3],BD:[23.7,90.4],ID:[-0.8,113.9],
+  TH:[15.9,101.0],VN:[14.1,108.3],PH:[12.9,121.8],MY:[4.2,101.9],SG:[1.4,103.8],
+  TW:[23.7,121.0],HK:[22.4,114.1],AU:[-25.3,133.8],NZ:[-40.9,174.9],
+  ZA:[-30.6,22.9],NG:[9.1,8.7],EG:[26.8,30.8],KE:[-0.02,37.9],ET:[9.1,40.5],
+  MA:[31.8,-7.1],DZ:[28.0,1.7],TN:[33.9,9.5],GH:[7.9,-1.0],
+  SA:[23.9,45.1],AE:[23.4,53.8],IL:[31.0,34.9],IR:[32.4,53.7],IQ:[33.2,43.7],
+  KW:[29.3,47.5],QA:[25.4,51.2],BH:[26.0,50.6],JO:[30.6,36.2],LB:[33.9,35.9],
+  CL:[-35.7,-71.5],CO:[4.6,-74.3],PE:[-9.2,-75.0],VE:[6.4,-66.6],
+  KZ:[48.0,68.0],UZ:[41.4,64.6],GE:[42.3,43.4],AZ:[40.1,47.6],AM:[40.1,45.0],
+  LT:[55.2,23.9],LV:[56.9,24.1],EE:[58.6,25.0],
+  HN:[15.2,-86.2],GT:[15.8,-90.2],PA:[8.5,-80.8],CR:[9.7,-84.0],
+  SN:[14.5,-14.5],CM:[7.4,12.4],CI:[7.5,-5.5],TZ:[-6.4,34.9],UG:[1.4,32.3],
+};
+
+function getCountryCentroid(countryCode) {
+  if (!countryCode) return null;
+  const code = countryCode.toUpperCase();
+  const coords = COUNTRY_CENTROIDS[code];
+  if (!coords) return null;
+  const jitter = () => (Math.random() - 0.5) * 2;
+  return { lat: coords[0] + jitter(), lon: coords[1] + jitter() };
+}
+
+function normalizeTags(input, maxTags = 8) {
+  const tags = Array.isArray(input)
+    ? input
+    : typeof input === 'string'
+      ? input.split(/[;,|]/g)
+      : [];
+
+  const normalized = [];
+  const seen = new Set();
+  for (const tag of tags) {
+    const clean = cleanString(String(tag ?? ''), 40).toLowerCase();
+    if (!clean || seen.has(clean)) continue;
+    seen.add(clean);
+    normalized.push(clean);
+    if (normalized.length >= maxTags) break;
+  }
+  return normalized;
+}
+
+function normalizeEnum(value, allowlist, fallback) {
+  const normalized = cleanString(String(value ?? ''), 40).toLowerCase();
+  if (allowlist.has(normalized)) return normalized;
+  return fallback;
+}
+
+function severityRank(severity) {
+  switch (severity) {
+    case 'critical': return 4;
+    case 'high': return 3;
+    case 'medium': return 2;
+    default: return 1;
+  }
+}
+
+function inferFeodoSeverity(record, malwareFamily) {
+  const malware = cleanString(malwareFamily, 80).toLowerCase();
+  const status = cleanString(record?.status || record?.c2_status || '', 30).toLowerCase();
+
+  if (/emotet|qakbot|trickbot|dridex|ransom/i.test(malware)) return 'critical';
+  if (status === 'online') return 'high';
+  return 'medium';
+}
+
+function inferUrlhausType(record, tags) {
+  const threat = cleanString(record?.threat || record?.threat_type || '', 40).toLowerCase();
+  const allTags = tags.join(' ');
+
+  if (threat.includes('phish') || allTags.includes('phish')) return 'phishing';
+  if (threat.includes('malware') || threat.includes('payload') || allTags.includes('malware')) return 'malware_host';
+  return 'malicious_url';
+}
+
+function inferUrlhausSeverity(type, tags) {
+  if (type === 'phishing') return 'medium';
+  if (tags.includes('ransomware') || tags.includes('botnet')) return 'critical';
+  if (type === 'malware_host') return 'high';
+  return 'medium';
+}
+
+function sanitizeThreat(threat) {
+  const indicator = cleanString(threat?.indicator, 255);
+  if (!indicator) return null;
+
+  const indicatorType = normalizeEnum(threat?.indicatorType, ALLOWED_INDICATOR_TYPES, 'ip');
+  if (indicatorType === 'ip' && !isIpAddress(indicator)) return null;
+
+  const source = normalizeEnum(threat?.source, ALLOWED_SOURCES, 'feodo');
+  const type = normalizeEnum(threat?.type, ALLOWED_TYPES, source === 'feodo' ? 'c2_server' : 'malicious_url');
+  const severity = normalizeEnum(threat?.severity, ALLOWED_SEVERITIES, 'medium');
+
+  const firstSeen = toIsoDate(threat?.firstSeen);
+  const lastSeen = toIsoDate(threat?.lastSeen);
+
+  const rawLat = toFiniteNumber(threat?.lat);
+  const rawLon = toFiniteNumber(threat?.lon);
+  const lat = hasValidCoordinates(rawLat, rawLon) ? rawLat : null;
+  const lon = hasValidCoordinates(rawLat, rawLon) ? rawLon : null;
+
+  return {
+    id: cleanString(threat?.id, 255) || `${source}:${indicatorType}:${indicator}`,
+    type,
+    source,
+    indicator,
+    indicatorType,
+    lat,
+    lon,
+    country: normalizeCountry(threat?.country),
+    severity,
+    malwareFamily: cleanString(threat?.malwareFamily, 80) || undefined,
+    tags: normalizeTags(threat?.tags),
+    firstSeen: firstSeen || undefined,
+    lastSeen: lastSeen || undefined,
+  };
+}
+
+function parseFeodoRecord(record, cutoffMs) {
+  const ip = cleanString(
+    record?.ip_address
+      || record?.dst_ip
+      || record?.ip
+      || record?.ioc
+      || record?.host,
+    80,
+  ).toLowerCase();
+
+  if (!isIpAddress(ip)) return null;
+
+  const statusRaw = cleanString(record?.status || record?.c2_status || '', 30).toLowerCase();
+  // Accept both online and recently-offline (still threat-relevant)
+  if (statusRaw && statusRaw !== 'online' && statusRaw !== 'offline') return null;
+
+  const firstSeen = toIsoDate(record?.first_seen || record?.first_seen_utc || record?.dateadded);
+  const lastSeen = toIsoDate(record?.last_online || record?.last_seen || record?.last_seen_utc || record?.first_seen || record?.first_seen_utc);
+
+  const activityIso = lastSeen || firstSeen;
+  if (activityIso) {
+    const activityMs = Date.parse(activityIso);
+    if (Number.isFinite(activityMs) && activityMs < cutoffMs) return null;
+  }
+
+  const malwareFamily = cleanString(record?.malware || record?.malware_family || record?.family, 80);
+  const tags = normalizeTags(record?.tags);
+
+  const sanitized = sanitizeThreat({
+    id: `feodo:${ip}`,
+    type: 'c2_server',
+    source: 'feodo',
+    indicator: ip,
+    indicatorType: 'ip',
+    lat: toFiniteNumber(record?.latitude ?? record?.lat),
+    lon: toFiniteNumber(record?.longitude ?? record?.lon),
+    country: record?.country || record?.country_code,
+    severity: statusRaw === 'online' ? inferFeodoSeverity(record, malwareFamily) : 'medium',
+    malwareFamily,
+    tags: ['botnet', 'c2', ...tags],
+    firstSeen,
+    lastSeen,
+  });
+
+  return sanitized;
+}
+
+function parseUrlhausRecord(record, cutoffMs) {
+  const rawUrl = cleanString(record?.url || record?.ioc || '', 1024);
+  const statusRaw = cleanString(record?.url_status || record?.status || '', 30).toLowerCase();
+  if (statusRaw && statusRaw !== 'online') return null;
+
+  const tags = normalizeTags(record?.tags);
+
+  let hostname = '';
+  if (rawUrl) {
+    try {
+      hostname = cleanString(new URL(rawUrl).hostname, 255).toLowerCase();
+    } catch {
+      hostname = '';
+    }
+  }
+
+  const recordIp = cleanString(record?.host || record?.ip_address || record?.ip, 80).toLowerCase();
+  const ipCandidate = isIpAddress(recordIp)
+    ? recordIp
+    : (isIpAddress(hostname) ? hostname : '');
+
+  const indicatorType = ipCandidate
+    ? 'ip'
+    : (hostname ? 'domain' : 'url');
+
+  const indicator = ipCandidate || hostname || rawUrl;
+  if (!indicator) return null;
+
+  const firstSeen = toIsoDate(record?.dateadded || record?.firstseen || record?.first_seen);
+  const lastSeen = toIsoDate(record?.last_online || record?.last_seen || record?.dateadded);
+
+  const activityIso = lastSeen || firstSeen;
+  if (activityIso) {
+    const activityMs = Date.parse(activityIso);
+    if (Number.isFinite(activityMs) && activityMs < cutoffMs) return null;
+  }
+
+  const type = inferUrlhausType(record, tags);
+
+  return sanitizeThreat({
+    id: `urlhaus:${indicatorType}:${indicator}`,
+    type,
+    source: 'urlhaus',
+    indicator,
+    indicatorType,
+    lat: toFiniteNumber(record?.latitude ?? record?.lat),
+    lon: toFiniteNumber(record?.longitude ?? record?.lon),
+    country: record?.country || record?.country_code,
+    severity: inferUrlhausSeverity(type, tags),
+    malwareFamily: record?.threat,
+    tags,
+    firstSeen,
+    lastSeen,
+  });
+}
+
+function parseC2IntelCsvLine(line) {
+  if (!line || line.startsWith('#')) return null;
+  const commaIdx = line.indexOf(',');
+  if (commaIdx < 0) return null;
+
+  const ip = cleanString(line.slice(0, commaIdx), 80).toLowerCase();
+  if (!isIpAddress(ip)) return null;
+
+  const description = cleanString(line.slice(commaIdx + 1), 200);
+  const malwareFamily = description
+    .replace(/^Possible\s+/i, '')
+    .replace(/\s+C2\s+IP$/i, '')
+    .trim() || 'Unknown';
+
+  const tags = ['c2'];
+  const descLower = description.toLowerCase();
+  if (descLower.includes('cobaltstrike') || descLower.includes('cobalt strike')) tags.push('cobaltstrike');
+  if (descLower.includes('metasploit')) tags.push('metasploit');
+  if (descLower.includes('sliver')) tags.push('sliver');
+  if (descLower.includes('brute ratel') || descLower.includes('bruteratel')) tags.push('bruteratel');
+
+  const severity = /cobaltstrike|cobalt.strike|brute.?ratel/i.test(description) ? 'high' : 'medium';
+
+  return sanitizeThreat({
+    id: `c2intel:${ip}`,
+    type: 'c2_server',
+    source: 'c2intel',
+    indicator: ip,
+    indicatorType: 'ip',
+    lat: null,
+    lon: null,
+    country: undefined,
+    severity,
+    malwareFamily,
+    tags: normalizeTags(tags),
+    firstSeen: undefined,
+    lastSeen: undefined,
+  });
+}
+
+export function __testParseFeodoRecords(records, options = {}) {
+  const nowMs = Number.isFinite(options.nowMs) ? options.nowMs : Date.now();
+  const days = clampInt(options.days, DEFAULT_DAYS, 1, MAX_DAYS);
+  const cutoffMs = nowMs - days * 24 * 60 * 60 * 1000;
+
+  const safeRecords = Array.isArray(records) ? records : [];
+  return safeRecords
+    .map((record) => parseFeodoRecord(record, cutoffMs))
+    .filter(Boolean);
+}
+
+export function __testParseUrlhausRecords(records, options = {}) {
+  const nowMs = Number.isFinite(options.nowMs) ? options.nowMs : Date.now();
+  const days = clampInt(options.days, DEFAULT_DAYS, 1, MAX_DAYS);
+  const cutoffMs = nowMs - days * 24 * 60 * 60 * 1000;
+
+  const safeRecords = Array.isArray(records) ? records : [];
+  return safeRecords
+    .map((record) => parseUrlhausRecord(record, cutoffMs))
+    .filter(Boolean);
+}
+
+export function __testDedupeThreats(threats) {
+  const deduped = new Map();
+  for (const threat of Array.isArray(threats) ? threats : []) {
+    const sanitized = sanitizeThreat(threat);
+    if (!sanitized) continue;
+    const key = `${sanitized.source}:${sanitized.indicatorType}:${sanitized.indicator}`;
+    if (!deduped.has(key)) {
+      deduped.set(key, sanitized);
+      continue;
+    }
+
+    const existing = deduped.get(key);
+    const existingSeen = Date.parse(existing.lastSeen || existing.firstSeen || '1970-01-01T00:00:00.000Z');
+    const candidateSeen = Date.parse(sanitized.lastSeen || sanitized.firstSeen || '1970-01-01T00:00:00.000Z');
+
+    if (candidateSeen >= existingSeen) {
+      deduped.set(key, {
+        ...existing,
+        ...sanitized,
+        tags: normalizeTags([...(existing.tags || []), ...(sanitized.tags || [])]),
+      });
+    }
+  }
+  return Array.from(deduped.values());
+}
+
+function hasFreshResponseCache(cacheKey) {
+  const entry = responseMemoryCache.get(cacheKey);
+  if (!entry) return null;
+
+  if (Date.now() - entry.timestamp > CACHE_TTL_MS) {
+    return null;
+  }
+
+  return entry.data;
+}
+
+function getStaleResponseCache(cacheKey) {
+  const entry = staleFallbackCache.get(cacheKey);
+  if (!entry) return null;
+  if (Date.now() - entry.timestamp > STALE_FALLBACK_MAX_AGE_MS) {
+    staleFallbackCache.delete(cacheKey);
+    return null;
+  }
+  return entry.data;
+}
+
+function setResponseCaches(cacheKey, data) {
+  const entry = { data, timestamp: Date.now() };
+  responseMemoryCache.set(cacheKey, entry);
+  staleFallbackCache.set(cacheKey, entry);
+}
+
+function getGeoMemory(ip) {
+  const entry = geoMemoryCache.get(ip);
+  if (!entry) return null;
+  if (Date.now() - entry.timestamp > GEO_CACHE_TTL_MS) {
+    geoMemoryCache.delete(ip);
+    return null;
+  }
+  return entry.value;
+}
+
+function setGeoMemory(ip, value) {
+  geoMemoryCache.set(ip, { value, timestamp: Date.now() });
+}
+
+function isValidGeo(value) {
+  if (!value || typeof value !== 'object') return false;
+  return hasValidCoordinates(value.lat, value.lon);
+}
+
+async function fetchJsonWithTimeout(url, init = {}, timeoutMs = UPSTREAM_TIMEOUT_MS) {
+  const controller = new AbortController();
+  const timeout = setTimeout(() => controller.abort(), timeoutMs);
+
+  try {
+    return await fetch(url, {
+      ...init,
+      signal: controller.signal,
+    });
+  } finally {
+    clearTimeout(timeout);
+  }
+}
+
+async function getGeoFromCache(ip) {
+  const fromMemory = getGeoMemory(ip);
+  if (isValidGeo(fromMemory)) return fromMemory;
+
+  const cacheKey = `${GEO_CACHE_KEY_PREFIX}${ip}`;
+  const fromRedis = await getCachedJson(cacheKey);
+  if (isValidGeo(fromRedis)) {
+    setGeoMemory(ip, fromRedis);
+    return fromRedis;
+  }
+
+  return null;
+}
+
+async function setGeoCache(ip, geo) {
+  setGeoMemory(ip, geo);
+  const cacheKey = `${GEO_CACHE_KEY_PREFIX}${ip}`;
+  void setCachedJson(cacheKey, geo, GEO_CACHE_TTL_SECONDS);
+}
+
+async function fetchGeoIp(ip) {
+  // Primary: ipinfo.io (HTTPS, works from Edge runtime & Node.js, 50K/mo free)
+  try {
+    const primary = await fetchJsonWithTimeout(`https://ipinfo.io/${encodeURIComponent(ip)}/json`, {}, GEO_PER_IP_TIMEOUT_MS);
+    if (primary.ok) {
+      const data = await primary.json();
+      const locParts = (data?.loc || '').split(',');
+      const lat = toFiniteNumber(locParts[0]);
+      const lon = toFiniteNumber(locParts[1]);
+      if (hasValidCoordinates(lat, lon)) {
+        return {
+          lat,
+          lon,
+          country: normalizeCountry(data?.country),
+        };
+      }
+    }
+  } catch { /* fall through to backup */ }
+
+  // Fallback: freeipapi.com (HTTPS, works from Edge runtime, 60/min)
+  try {
+    const fallback = await fetchJsonWithTimeout(`https://freeipapi.com/api/json/${encodeURIComponent(ip)}`, {}, GEO_PER_IP_TIMEOUT_MS);
+    if (!fallback.ok) return null;
+
+    const data = await fallback.json();
+    const lat = toFiniteNumber(data?.latitude);
+    const lon = toFiniteNumber(data?.longitude);
+    if (!hasValidCoordinates(lat, lon)) return null;
+
+    return {
+      lat,
+      lon,
+      country: normalizeCountry(data?.countryCode || data?.countryName),
+    };
+  } catch {
+    return null;
+  }
+}
+
+async function geolocateIp(ip) {
+  const cached = await getGeoFromCache(ip);
+  if (cached) return cached;
+
+  try {
+    const geo = await fetchGeoIp(ip);
+    if (!geo) return null;
+    await setGeoCache(ip, geo);
+    return geo;
+  } catch {
+    return null;
+  }
+}
+
+async function hydrateThreatCoordinates(threats) {
+  const unresolvedIps = [];
+  const seenIps = new Set();
+
+  for (const threat of threats) {
+    const hasCoords = hasValidCoordinates(threat.lat, threat.lon);
+    if (hasCoords) continue;
+    if (threat.indicatorType !== 'ip') continue;
+
+    const ip = cleanString(threat.indicator, 80).toLowerCase();
+    if (!isIpAddress(ip) || seenIps.has(ip)) continue;
+    seenIps.add(ip);
+    unresolvedIps.push(ip);
+  }
+
+  const cappedIps = unresolvedIps.slice(0, GEO_MAX_UNRESOLVED_PER_RUN);
+  const resolvedByIp = new Map();
+
+  const queue = [...cappedIps];
+  const workerCount = Math.min(GEO_CONCURRENCY, queue.length);
+  const workers = Array.from({ length: workerCount }, async () => {
+    while (queue.length > 0) {
+      const ip = queue.shift();
+      if (!ip) continue;
+      const geo = await geolocateIp(ip);
+      if (geo) {
+        resolvedByIp.set(ip, geo);
+      }
+    }
+  });
+
+  await Promise.race([
+    Promise.all(workers),
+    new Promise((resolve) => setTimeout(resolve, GEO_OVERALL_TIMEOUT_MS)),
+  ]);
+
+  return threats.map((threat) => {
+    const hasCoords = hasValidCoordinates(threat.lat, threat.lon);
+    if (hasCoords || threat.indicatorType !== 'ip') return threat;
+
+    const lookup = resolvedByIp.get(cleanString(threat.indicator, 80).toLowerCase());
+    if (lookup) {
+      return {
+        ...threat,
+        lat: lookup.lat,
+        lon: lookup.lon,
+        country: threat.country || lookup.country,
+      };
+    }
+
+    const centroid = getCountryCentroid(threat.country);
+    if (centroid) {
+      return { ...threat, lat: centroid.lat, lon: centroid.lon };
+    }
+
+    return threat;
+  });
+}
+
+async function fetchFeodoSource(limit, cutoffMs) {
+  try {
+    const response = await fetchJsonWithTimeout(FEODO_URL, {
+      headers: { Accept: 'application/json' },
+    });
+
+    if (!response.ok) {
+      return {
+        ok: false,
+        threats: [],
+        reason: `feodo_http_${response.status}`,
+      };
+    }
+
+    const payload = await response.json();
+    const records = Array.isArray(payload)
+      ? payload
+      : (Array.isArray(payload?.data) ? payload.data : []);
+
+    const parsed = records
+      .map((record) => parseFeodoRecord(record, cutoffMs))
+      .filter(Boolean)
+      .sort((a, b) => {
+        const aTime = Date.parse(a.lastSeen || a.firstSeen || '1970-01-01T00:00:00.000Z');
+        const bTime = Date.parse(b.lastSeen || b.firstSeen || '1970-01-01T00:00:00.000Z');
+        return bTime - aTime;
+      })
+      .slice(0, limit);
+
+    return { ok: true, threats: parsed };
+  } catch (error) {
+    return {
+      ok: false,
+      threats: [],
+      reason: `feodo_error:${cleanString(toErrorMessage(error), 120)}`,
+    };
+  }
+}
+
+async function fetchUrlhausSource(limit, cutoffMs) {
+  const authKey = cleanString(process.env.URLHAUS_AUTH_KEY || '', 200);
+  if (!authKey) {
+    return {
+      ok: false,
+      threats: [],
+      reason: 'missing_auth_key',
+      enabled: false,
+    };
+  }
+
+  try {
+    const response = await fetchJsonWithTimeout(URLHAUS_RECENT_URL(limit), {
+      method: 'GET',
+      headers: {
+        Accept: 'application/json',
+        'Auth-Key': authKey,
+      },
+    });
+
+    if (!response.ok) {
+      return {
+        ok: false,
+        threats: [],
+        reason: `urlhaus_http_${response.status}`,
+        enabled: true,
+      };
+    }
+
+    const payload = await response.json();
+    const rows = Array.isArray(payload?.urls)
+      ? payload.urls
+      : (Array.isArray(payload?.data) ? payload.data : []);
+
+    const parsed = rows
+      .map((record) => parseUrlhausRecord(record, cutoffMs))
+      .filter(Boolean)
+      .sort((a, b) => {
+        const aTime = Date.parse(a.lastSeen || a.firstSeen || '1970-01-01T00:00:00.000Z');
+        const bTime = Date.parse(b.lastSeen || b.firstSeen || '1970-01-01T00:00:00.000Z');
+        return bTime - aTime;
+      })
+      .slice(0, limit);
+
+    return {
+      ok: true,
+      threats: parsed,
+      enabled: true,
+    };
+  } catch (error) {
+    return {
+      ok: false,
+      threats: [],
+      reason: `urlhaus_error:${cleanString(toErrorMessage(error), 120)}`,
+      enabled: true,
+    };
+  }
+}
+
+async function fetchOtxSource(limit, days) {
+  const apiKey = cleanString(process.env.OTX_API_KEY || '', 200);
+  if (!apiKey) {
+    return { ok: false, threats: [], reason: 'missing_api_key', enabled: false };
+  }
+
+  try {
+    const since = new Date(Date.now() - days * 24 * 60 * 60 * 1000).toISOString().slice(0, 10);
+    const response = await fetchJsonWithTimeout(
+      `${OTX_INDICATORS_URL}${encodeURIComponent(since)}`,
+      {
+        headers: {
+          Accept: 'application/json',
+          'X-OTX-API-KEY': apiKey,
+        },
+      },
+    );
+
+    if (!response.ok) {
+      return { ok: false, threats: [], reason: `otx_http_${response.status}`, enabled: true };
+    }
+
+    const payload = await response.json();
+    const results = Array.isArray(payload?.results) ? payload.results : (Array.isArray(payload) ? payload : []);
+
+    const parsed = [];
+    for (const record of results) {
+      const ip = cleanString(record?.indicator || record?.ip || '', 80).toLowerCase();
+      if (!isIpAddress(ip)) continue;
+
+      const title = cleanString(record?.title || record?.description || '', 200);
+      const tags = normalizeTags(record?.tags || []);
+
+      const severity = tags.some((t) => /ransomware|apt|c2|botnet/.test(t)) ? 'high' : 'medium';
+
+      const sanitized = sanitizeThreat({
+        id: `otx:${ip}`,
+        type: tags.some((t) => /c2|botnet/.test(t)) ? 'c2_server' : 'malware_host',
+        source: 'otx',
+        indicator: ip,
+        indicatorType: 'ip',
+        lat: null,
+        lon: null,
+        country: undefined,
+        severity,
+        malwareFamily: title || undefined,
+        tags,
+        firstSeen: toIsoDate(record?.created),
+        lastSeen: toIsoDate(record?.modified || record?.created),
+      });
+      if (sanitized) parsed.push(sanitized);
+      if (parsed.length >= limit) break;
+    }
+
+    return { ok: true, threats: parsed, enabled: true };
+  } catch (error) {
+    return { ok: false, threats: [], reason: `otx_error:${cleanString(toErrorMessage(error), 120)}`, enabled: true };
+  }
+}
+
+async function fetchAbuseIpDbSource(limit) {
+  const apiKey = cleanString(process.env.ABUSEIPDB_API_KEY || '', 200);
+  if (!apiKey) {
+    return { ok: false, threats: [], reason: 'missing_api_key', enabled: false };
+  }
+
+  try {
+    const url = `${ABUSEIPDB_BLACKLIST_URL}?confidenceMinimum=90&limit=${Math.min(limit, 500)}`;
+    const response = await fetchJsonWithTimeout(url, {
+      headers: {
+        Accept: 'application/json',
+        Key: apiKey,
+      },
+    });
+
+    if (!response.ok) {
+      return { ok: false, threats: [], reason: `abuseipdb_http_${response.status}`, enabled: true };
+    }
+
+    const payload = await response.json();
+    const records = Array.isArray(payload?.data) ? payload.data : [];
+
+    const parsed = [];
+    for (const record of records) {
+      const ip = cleanString(record?.ipAddress || record?.ip || '', 80).toLowerCase();
+      if (!isIpAddress(ip)) continue;
+
+      const score = toFiniteNumber(record?.abuseConfidenceScore) ?? 0;
+      const severity = score >= 95 ? 'critical' : (score >= 80 ? 'high' : 'medium');
+
+      const sanitized = sanitizeThreat({
+        id: `abuseipdb:${ip}`,
+        type: 'malware_host',
+        source: 'abuseipdb',
+        indicator: ip,
+        indicatorType: 'ip',
+        lat: toFiniteNumber(record?.latitude ?? record?.lat),
+        lon: toFiniteNumber(record?.longitude ?? record?.lon),
+        country: record?.countryCode || record?.country,
+        severity,
+        malwareFamily: undefined,
+        tags: normalizeTags([`score:${score}`]),
+        firstSeen: undefined,
+        lastSeen: toIsoDate(record?.lastReportedAt),
+      });
+      if (sanitized) parsed.push(sanitized);
+      if (parsed.length >= limit) break;
+    }
+
+    return { ok: true, threats: parsed, enabled: true };
+  } catch (error) {
+    return { ok: false, threats: [], reason: `abuseipdb_error:${cleanString(toErrorMessage(error), 120)}`, enabled: true };
+  }
+}
+
+async function fetchC2IntelSource(limit) {
+  try {
+    const response = await fetchJsonWithTimeout(C2INTEL_URL, {
+      headers: { Accept: 'text/plain' },
+    });
+
+    if (!response.ok) {
+      return {
+        ok: false,
+        threats: [],
+        reason: `c2intel_http_${response.status}`,
+      };
+    }
+
+    const text = await response.text();
+    const lines = text.split('\n');
+
+    const parsed = lines
+      .map((line) => parseC2IntelCsvLine(line))
+      .filter(Boolean)
+      .slice(0, limit);
+
+    return { ok: true, threats: parsed };
+  } catch (error) {
+    return {
+      ok: false,
+      threats: [],
+      reason: `c2intel_error:${cleanString(toErrorMessage(error), 120)}`,
+    };
+  }
+}
+
+export function __resetCyberThreatsState() {
+  responseMemoryCache.clear();
+  staleFallbackCache.clear();
+  geoMemoryCache.clear();
+}
+
+export default async function handler(req) {
+  const corsHeaders = getCorsHeaders(req, 'GET, OPTIONS');
+
+  if (req.method === 'OPTIONS') {
+    if (isDisallowedOrigin(req)) {
+      return new Response(null, { status: 403, headers: corsHeaders });
+    }
+    return new Response(null, { status: 204, headers: corsHeaders });
+  }
+
+  if (req.method !== 'GET') {
+    return Response.json({ error: 'Method not allowed', data: [] }, {
+      status: 405,
+      headers: corsHeaders,
+    });
+  }
+
+  if (isDisallowedOrigin(req)) {
+    return Response.json({ error: 'Origin not allowed', data: [] }, {
+      status: 403,
+      headers: corsHeaders,
+    });
+  }
+
+  const ip = getClientIp(req);
+  if (!rateLimiter.check(ip)) {
+    return Response.json({ error: 'Rate limited', data: [] }, {
+      status: 429,
+      headers: {
+        ...corsHeaders,
+        'Retry-After': '60',
+      },
+    });
+  }
+
+  const requestUrl = new URL(req.url);
+  const limit = clampInt(requestUrl.searchParams.get('limit'), DEFAULT_LIMIT, 1, MAX_LIMIT);
+  const days = clampInt(requestUrl.searchParams.get('days'), DEFAULT_DAYS, 1, MAX_DAYS);
+  const cutoffMs = Date.now() - days * 24 * 60 * 60 * 1000;
+
+  const cacheKey = `${BASE_CACHE_KEY}:limit=${limit}:days=${days}`;
+
+  const redisCached = await getCachedJson(cacheKey);
+  if (redisCached && typeof redisCached === 'object' && Array.isArray(redisCached.data)) {
+    setResponseCaches(cacheKey, redisCached);
+    recordCacheTelemetry('/api/cyber-threats', 'REDIS-HIT');
+    return Response.json(redisCached, {
+      status: 200,
+      headers: {
+        ...corsHeaders,
+        'Cache-Control': 'public, max-age=300, s-maxage=300, stale-while-revalidate=60',
+        'X-Cache': 'REDIS-HIT',
+      },
+    });
+  }
+
+  const memoryCached = hasFreshResponseCache(cacheKey);
+  if (memoryCached && Array.isArray(memoryCached.data)) {
+    recordCacheTelemetry('/api/cyber-threats', 'MEMORY-HIT');
+    return Response.json(memoryCached, {
+      status: 200,
+      headers: {
+        ...corsHeaders,
+        'Cache-Control': 'public, max-age=300, s-maxage=300, stale-while-revalidate=60',
+        'X-Cache': 'MEMORY-HIT',
+      },
+    });
+  }
+
+  try {
+    const [feodo, urlhaus, c2intel, otx, abuseipdb] = await Promise.all([
+      fetchFeodoSource(limit, cutoffMs),
+      fetchUrlhausSource(limit, cutoffMs),
+      fetchC2IntelSource(limit),
+      fetchOtxSource(limit, days),
+      fetchAbuseIpDbSource(limit),
+    ]);
+
+    const anySuceeded = feodo.ok || urlhaus.ok || c2intel.ok || otx.ok || abuseipdb.ok;
+    if (!anySuceeded) {
+      throw new Error('all_sources_failed');
+    }
+
+    const combined = __testDedupeThreats([
+      ...feodo.threats,
+      ...urlhaus.threats,
+      ...c2intel.threats,
+      ...otx.threats,
+      ...abuseipdb.threats,
+    ]);
+
+    const withGeo = await hydrateThreatCoordinates(combined);
+
+    const mapData = withGeo
+      .filter((threat) => hasValidCoordinates(threat.lat, threat.lon))
+      .map((threat) => ({
+        ...threat,
+        lat: Number(threat.lat),
+        lon: Number(threat.lon),
+      }))
+      .sort((a, b) => {
+        const bySeverity = severityRank(b.severity) - severityRank(a.severity);
+        if (bySeverity !== 0) return bySeverity;
+        const aTime = Date.parse(a.lastSeen || a.firstSeen || '1970-01-01T00:00:00.000Z');
+        const bTime = Date.parse(b.lastSeen || b.firstSeen || '1970-01-01T00:00:00.000Z');
+        return bTime - aTime;
+      })
+      .slice(0, limit);
+
+    const enabledButFailed = (src) => src.enabled !== false && !src.ok;
+    const partial = !feodo.ok || enabledButFailed(urlhaus) || !c2intel.ok
+      || enabledButFailed(otx) || enabledButFailed(abuseipdb);
+
+    const sourceStatus = (src) => ({
+      ok: src.ok,
+      count: src.threats.length,
+      ...(src.reason ? { reason: src.reason } : {}),
+    });
+
+    const result = {
+      success: true,
+      count: mapData.length,
+      partial,
+      sources: {
+        feodo: sourceStatus(feodo),
+        urlhaus: sourceStatus(urlhaus),
+        c2intel: sourceStatus(c2intel),
+        otx: sourceStatus(otx),
+        abuseipdb: sourceStatus(abuseipdb),
+      },
+      data: mapData,
+      cachedAt: new Date().toISOString(),
+    };
+
+    setResponseCaches(cacheKey, result);
+    void setCachedJson(cacheKey, result, CACHE_TTL_SECONDS);
+    recordCacheTelemetry('/api/cyber-threats', 'MISS');
+
+    return Response.json(result, {
+      status: 200,
+      headers: {
+        ...corsHeaders,
+        'Cache-Control': 'public, max-age=300, s-maxage=300, stale-while-revalidate=60',
+        'X-Cache': 'MISS',
+      },
+    });
+  } catch (error) {
+    const stale = getStaleResponseCache(cacheKey);
+    if (stale && Array.isArray(stale.data)) {
+      recordCacheTelemetry('/api/cyber-threats', 'STALE');
+      return Response.json(stale, {
+        status: 200,
+        headers: {
+          ...corsHeaders,
+          'Cache-Control': 'public, max-age=60, s-maxage=60, stale-while-revalidate=30',
+          'X-Cache': 'STALE',
+        },
+      });
+    }
+
+    recordCacheTelemetry('/api/cyber-threats', 'ERROR');
+    return Response.json({
+      error: `Fetch failed: ${toErrorMessage(error)}`,
+      data: [],
+    }, {
+      status: 502,
+      headers: corsHeaders,
+    });
+  }
+}
diff --git a/api/cyber-threats.test.mjs b/api/cyber-threats.test.mjs
new file mode 100644
index 000000000..5b18f4a79
--- /dev/null
+++ b/api/cyber-threats.test.mjs
@@ -0,0 +1,371 @@
+import { strict as assert } from 'node:assert';
+import test from 'node:test';
+import handler, {
+  __resetCyberThreatsState,
+  __testDedupeThreats,
+  __testParseFeodoRecords,
+} from './cyber-threats.js';
+
+const ORIGINAL_FETCH = globalThis.fetch;
+const ORIGINAL_URLHAUS_KEY = process.env.URLHAUS_AUTH_KEY;
+const ORIGINAL_OTX_KEY = process.env.OTX_API_KEY;
+const ORIGINAL_ABUSEIPDB_KEY = process.env.ABUSEIPDB_API_KEY;
+
+function makeRequest(path = '/api/cyber-threats', ip = '198.51.100.10') {
+  const headers = new Headers();
+  headers.set('x-forwarded-for', ip);
+  return new Request(`https://worldmonitor.app${path}`, { headers });
+}
+
+function jsonResponse(body, status = 200) {
+  return new Response(JSON.stringify(body), {
+    status,
+    headers: { 'content-type': 'application/json' },
+  });
+}
+
+function textResponse(body, status = 200) {
+  return new Response(body, {
+    status,
+    headers: { 'content-type': 'text/plain' },
+  });
+}
+
+// Mock that handles all 5 source URLs + geo enrichment
+function createMockFetch({ feodo, urlhaus, c2intel, otx, abuseipdb, geo } = {}) {
+  return async (url) => {
+    const target = String(url);
+    if (target.includes('feodotracker.abuse.ch') && feodo) return feodo(target);
+    if (target.includes('urlhaus-api.abuse.ch') && urlhaus) return urlhaus(target);
+    if (target.includes('raw.githubusercontent.com') && target.includes('C2IntelFeeds') && c2intel) return c2intel(target);
+    if (target.includes('otx.alienvault.com') && otx) return otx(target);
+    if (target.includes('api.abuseipdb.com') && abuseipdb) return abuseipdb(target);
+    if ((target.includes('ipwho.is') || target.includes('ipapi.co')) && geo) return geo(target);
+    // Default: return 404 for unconfigured sources
+    return new Response('not found', { status: 404 });
+  };
+}
+
+test.afterEach(() => {
+  globalThis.fetch = ORIGINAL_FETCH;
+  process.env.URLHAUS_AUTH_KEY = ORIGINAL_URLHAUS_KEY;
+  process.env.OTX_API_KEY = ORIGINAL_OTX_KEY;
+  process.env.ABUSEIPDB_API_KEY = ORIGINAL_ABUSEIPDB_KEY;
+  __resetCyberThreatsState();
+});
+
+test('Feodo parser accepts online and recent offline entries, filters stale', () => {
+  const nowMs = Date.parse('2026-02-15T12:00:00.000Z');
+  const records = [
+    {
+      ip_address: '1.2.3.4',
+      status: 'online',
+      first_seen: '2026-02-14 10:00:00 UTC',
+      last_online: '2026-02-15 10:00:00 UTC',
+      malware: 'QakBot',
+    },
+    {
+      ip_address: '5.6.7.8',
+      status: 'offline',
+      first_seen: '2026-02-14 10:00:00 UTC',
+      last_online: '2026-02-15 10:00:00 UTC',
+      malware: 'Emotet',
+    },
+    {
+      ip_address: '9.9.9.9',
+      status: 'online',
+      first_seen: '2025-10-01 10:00:00 UTC',
+      last_online: '2025-10-02 10:00:00 UTC',
+      malware: 'generic',
+    },
+    {
+      ip_address: '2.2.2.2',
+      first_seen: '2026-02-14 10:00:00 UTC',
+      last_online: '2026-02-15 10:00:00 UTC',
+      malware: 'generic',
+    },
+  ];
+
+  const parsed = __testParseFeodoRecords(records, { nowMs, days: 14 });
+  // online + offline (recent) + no-status (recent) = 3; stale (9.9.9.9) filtered
+  assert.equal(parsed.length, 3);
+  assert.equal(parsed[0].indicator, '1.2.3.4');
+  assert.equal(parsed[0].severity, 'critical');
+  assert.equal(parsed[1].indicator, '5.6.7.8');
+  assert.equal(parsed[1].severity, 'medium');
+  assert.equal(parsed[0].firstSeen?.endsWith('Z'), true);
+  assert.equal(parsed[0].lastSeen?.endsWith('Z'), true);
+});
+
+test('dedupes by source + indicatorType + indicator', () => {
+  const deduped = __testDedupeThreats([
+    {
+      id: 'a',
+      source: 'feodo',
+      type: 'c2_server',
+      indicatorType: 'ip',
+      indicator: '1.2.3.4',
+      severity: 'high',
+      tags: ['a'],
+      firstSeen: '2026-02-10T00:00:00.000Z',
+      lastSeen: '2026-02-11T00:00:00.000Z',
+    },
+    {
+      id: 'b',
+      source: 'feodo',
+      type: 'c2_server',
+      indicatorType: 'ip',
+      indicator: '1.2.3.4',
+      severity: 'critical',
+      tags: ['b'],
+      firstSeen: '2026-02-12T00:00:00.000Z',
+      lastSeen: '2026-02-13T00:00:00.000Z',
+    },
+    {
+      id: 'c',
+      source: 'urlhaus',
+      type: 'malicious_url',
+      indicatorType: 'domain',
+      indicator: 'bad.example',
+      severity: 'medium',
+      tags: [],
+      firstSeen: '2026-02-11T00:00:00.000Z',
+      lastSeen: '2026-02-11T01:00:00.000Z',
+    },
+  ]);
+
+  assert.equal(deduped.length, 2);
+  const feodo = deduped.find((item) => item.source === 'feodo');
+  assert.equal(feodo?.severity, 'critical');
+  assert.equal(feodo?.tags.includes('a'), true);
+  assert.equal(feodo?.tags.includes('b'), true);
+});
+
+test('API aggregates from all 5 sources', async () => {
+  process.env.URLHAUS_AUTH_KEY = 'test-key';
+  process.env.OTX_API_KEY = 'test-otx';
+  process.env.ABUSEIPDB_API_KEY = 'test-abuse';
+
+  globalThis.fetch = createMockFetch({
+    feodo: () => jsonResponse([
+      {
+        ip_address: '1.2.3.4',
+        status: 'online',
+        last_online: '2026-02-15T10:00:00.000Z',
+        first_seen: '2026-02-14T10:00:00.000Z',
+        malware: 'QakBot',
+        country: 'GB',
+        lat: 51.5,
+        lon: -0.12,
+      },
+    ]),
+    urlhaus: () => jsonResponse({
+      urls: [{
+        url: 'http://5.5.5.5/malware.exe',
+        host: '5.5.5.5',
+        url_status: 'online',
+        threat: 'malware_download',
+        tags: ['malware'],
+        dateadded: '2026-02-14T08:00:00.000Z',
+        latitude: 48.86,
+        longitude: 2.35,
+        country: 'FR',
+      }],
+    }),
+    c2intel: () => textResponse(
+      '#ip,ioc\n10.10.10.10,Possible Cobaltstrike C2 IP\n10.10.10.11,Possible Metasploit C2 IP',
+    ),
+    otx: () => jsonResponse({
+      results: [{
+        indicator: '20.20.20.20',
+        title: 'APT threat',
+        tags: ['apt', 'c2'],
+        created: '2026-02-13T00:00:00.000Z',
+        modified: '2026-02-14T00:00:00.000Z',
+      }],
+    }),
+    abuseipdb: () => jsonResponse({
+      data: [{
+        ipAddress: '30.30.30.30',
+        abuseConfidenceScore: 98,
+        lastReportedAt: '2026-02-15T06:00:00.000Z',
+        countryCode: 'CN',
+        latitude: 39.9,
+        longitude: 116.4,
+      }],
+    }),
+    geo: () => jsonResponse({ success: true, latitude: 40.0, longitude: -74.0, country_code: 'US' }),
+  });
+
+  const response = await handler(makeRequest('/api/cyber-threats?limit=100&days=14', '198.51.100.20'));
+  assert.equal(response.status, 200);
+
+  const body = await response.json();
+  assert.equal(body.success, true);
+  assert.equal(body.sources.feodo.ok, true);
+  assert.equal(body.sources.urlhaus.ok, true);
+  assert.equal(body.sources.c2intel.ok, true);
+  assert.equal(body.sources.otx.ok, true);
+  assert.equal(body.sources.abuseipdb.ok, true);
+  // 5 sources, all with coords (3 native + 3 via geo enrichment mock)
+  assert.equal(body.data.length >= 5, true);
+});
+
+test('API works with only free sources when keys missing', async () => {
+  delete process.env.URLHAUS_AUTH_KEY;
+  delete process.env.OTX_API_KEY;
+  delete process.env.ABUSEIPDB_API_KEY;
+
+  globalThis.fetch = createMockFetch({
+    feodo: () => jsonResponse([
+      {
+        ip_address: '1.2.3.4',
+        status: 'online',
+        last_online: '2026-02-15T10:00:00.000Z',
+        first_seen: '2026-02-14T10:00:00.000Z',
+        malware: 'QakBot',
+        country: 'GB',
+        lat: 51.5,
+        lon: -0.12,
+      },
+    ]),
+    c2intel: () => textResponse('#ip,ioc\n10.10.10.10,Possible Cobaltstrike C2 IP'),
+  });
+
+  const response = await handler(makeRequest('/api/cyber-threats?limit=100&days=14', '198.51.100.11'));
+  assert.equal(response.status, 200);
+  assert.equal(response.headers.get('X-Cache'), 'MISS');
+
+  const body = await response.json();
+  assert.equal(body.success, true);
+  assert.equal(body.partial, false);
+  assert.equal(body.sources.feodo.ok, true);
+  assert.equal(body.sources.c2intel.ok, true);
+  assert.equal(body.sources.urlhaus.ok, false);
+  assert.equal(body.sources.urlhaus.reason, 'missing_auth_key');
+  assert.equal(body.sources.otx.ok, false);
+  assert.equal(body.sources.otx.reason, 'missing_api_key');
+  assert.equal(body.sources.abuseipdb.ok, false);
+  assert.equal(body.sources.abuseipdb.reason, 'missing_api_key');
+  assert.equal(Array.isArray(body.data), true);
+});
+
+test('API marks partial=true when URLhaus is enabled but fails', async () => {
+  process.env.URLHAUS_AUTH_KEY = 'test-key';
+  delete process.env.OTX_API_KEY;
+  delete process.env.ABUSEIPDB_API_KEY;
+
+  globalThis.fetch = createMockFetch({
+    feodo: () => jsonResponse([
+      {
+        ip_address: '1.2.3.4',
+        status: 'online',
+        last_online: '2026-02-15T10:00:00.000Z',
+        first_seen: '2026-02-14T10:00:00.000Z',
+        malware: 'QakBot',
+        country: 'GB',
+        lat: 51.5,
+        lon: -0.12,
+      },
+    ]),
+    urlhaus: () => new Response('boom', { status: 500 }),
+    c2intel: () => textResponse('#ip,ioc\n10.10.10.10,Possible Cobaltstrike C2 IP'),
+  });
+
+  const response = await handler(makeRequest('/api/cyber-threats?limit=100&days=14', '198.51.100.12'));
+  assert.equal(response.status, 200);
+
+  const body = await response.json();
+  assert.equal(body.success, true);
+  assert.equal(body.partial, true);
+  assert.equal(body.sources.urlhaus.ok, false);
+  assert.equal(body.sources.urlhaus.reason, 'urlhaus_http_500');
+});
+
+test('API returns memory cache hit on repeated request', async () => {
+  delete process.env.URLHAUS_AUTH_KEY;
+  delete process.env.OTX_API_KEY;
+  delete process.env.ABUSEIPDB_API_KEY;
+
+  let feodoCalls = 0;
+  globalThis.fetch = createMockFetch({
+    feodo: () => {
+      feodoCalls += 1;
+      return jsonResponse([
+        {
+          ip_address: '1.2.3.4',
+          status: 'online',
+          last_online: '2026-02-15T10:00:00.000Z',
+          first_seen: '2026-02-14T10:00:00.000Z',
+          malware: 'QakBot',
+          country: 'GB',
+          lat: 51.5,
+          lon: -0.12,
+        },
+      ]);
+    },
+    c2intel: () => textResponse('#ip,ioc\n10.10.10.10,Possible Cobaltstrike C2 IP'),
+  });
+
+  const first = await handler(makeRequest('/api/cyber-threats?limit=100&days=14', '198.51.100.13'));
+  assert.equal(first.status, 200);
+  assert.equal(first.headers.get('X-Cache'), 'MISS');
+  assert.equal(feodoCalls, 1);
+
+  globalThis.fetch = async () => {
+    throw new Error('network should not be hit for memory cache');
+  };
+
+  const second = await handler(makeRequest('/api/cyber-threats?limit=100&days=14', '198.51.100.13'));
+  assert.equal(second.status, 200);
+  assert.equal(second.headers.get('X-Cache'), 'MEMORY-HIT');
+  assert.equal(feodoCalls, 1);
+});
+
+test('API returns stale fallback when upstream fails after fresh cache TTL', async () => {
+  delete process.env.URLHAUS_AUTH_KEY;
+  delete process.env.OTX_API_KEY;
+  delete process.env.ABUSEIPDB_API_KEY;
+
+  const baseNow = Date.parse('2026-02-15T12:00:00.000Z');
+  const originalDateNow = Date.now;
+  Date.now = () => baseNow;
+
+  try {
+    globalThis.fetch = createMockFetch({
+      feodo: () => jsonResponse([
+        {
+          ip_address: '1.2.3.4',
+          status: 'online',
+          last_online: '2026-02-15T10:00:00.000Z',
+          first_seen: '2026-02-14T10:00:00.000Z',
+          malware: 'QakBot',
+          country: 'GB',
+          lat: 51.5,
+          lon: -0.12,
+        },
+      ]),
+      c2intel: () => textResponse('#ip,ioc\n10.10.10.10,Possible Cobaltstrike C2 IP'),
+    });
+
+    const first = await handler(makeRequest('/api/cyber-threats?limit=100&days=14', '198.51.100.14'));
+    assert.equal(first.status, 200);
+    assert.equal(first.headers.get('X-Cache'), 'MISS');
+
+    Date.now = () => baseNow + (11 * 60 * 1000);
+    globalThis.fetch = async () => {
+      throw new Error('forced upstream failure');
+    };
+
+    const stale = await handler(makeRequest('/api/cyber-threats?limit=100&days=14', '198.51.100.14'));
+    assert.equal(stale.status, 200);
+    assert.equal(stale.headers.get('X-Cache'), 'STALE');
+
+    const body = await stale.json();
+    assert.equal(body.success, true);
+    assert.equal(Array.isArray(body.data), true);
+    assert.equal(body.data.length >= 1, true);
+  } finally {
+    Date.now = originalDateNow;
+  }
+});
diff --git a/api/data/military-hex-db.js b/api/data/military-hex-db.js
new file mode 100644
index 000000000..7418a49d9
--- /dev/null
+++ b/api/data/military-hex-db.js
@@ -0,0 +1 @@
+export const MILITARY_HEX_LIST = 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\ No newline at end of file
diff --git a/api/debug-env.js b/api/debug-env.js
new file mode 100644
index 000000000..ec067d4ca
--- /dev/null
+++ b/api/debug-env.js
@@ -0,0 +1,11 @@
+export const config = { runtime: 'edge' };
+
+export default async function handler() {
+  return new Response(JSON.stringify({ error: 'Not found' }), {
+    status: 404,
+    headers: {
+      'Content-Type': 'application/json',
+      'Cache-Control': 'no-store',
+    },
+  });
+}
diff --git a/api/download.js b/api/download.js
new file mode 100644
index 000000000..bc4b67501
--- /dev/null
+++ b/api/download.js
@@ -0,0 +1,51 @@
+export const config = { runtime: 'edge' };
+
+const RELEASES_URL = 'https://api.github.com/repos/koala73/worldmonitor/releases/latest';
+const RELEASES_PAGE = 'https://github.com/koala73/worldmonitor/releases/latest';
+
+const PLATFORM_PATTERNS = {
+  'windows-exe': (name) => name.endsWith('_x64-setup.exe'),
+  'windows-msi': (name) => name.endsWith('_x64_en-US.msi'),
+  'macos-arm64': (name) => name.endsWith('_aarch64.dmg'),
+  'macos-x64': (name) => name.endsWith('_x64.dmg') && !name.includes('setup'),
+};
+
+export default async function handler(req) {
+  const url = new URL(req.url);
+  const platform = url.searchParams.get('platform');
+
+  if (!platform || !PLATFORM_PATTERNS[platform]) {
+    return Response.redirect(RELEASES_PAGE, 302);
+  }
+
+  try {
+    const res = await fetch(RELEASES_URL, {
+      headers: {
+        'Accept': 'application/vnd.github+json',
+        'User-Agent': 'WorldMonitor-Download-Redirect',
+      },
+    });
+
+    if (!res.ok) {
+      return Response.redirect(RELEASES_PAGE, 302);
+    }
+
+    const release = await res.json();
+    const matcher = PLATFORM_PATTERNS[platform];
+    const asset = release.assets?.find((a) => matcher(a.name));
+
+    if (!asset) {
+      return Response.redirect(RELEASES_PAGE, 302);
+    }
+
+    return new Response(null, {
+      status: 302,
+      headers: {
+        'Location': asset.browser_download_url,
+        'Cache-Control': 'public, s-maxage=300, stale-while-revalidate=60',
+      },
+    });
+  } catch {
+    return Response.redirect(RELEASES_PAGE, 302);
+  }
+}
diff --git a/api/earthquakes.js b/api/earthquakes.js
new file mode 100644
index 000000000..8125f1e33
--- /dev/null
+++ b/api/earthquakes.js
@@ -0,0 +1,35 @@
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+
+export const config = { runtime: 'edge' };
+
+export default async function handler(request) {
+  const cors = getCorsHeaders(request);
+  if (isDisallowedOrigin(request)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), { status: 403, headers: cors });
+  }
+  try {
+    const response = await fetch(
+      'https://earthquake.usgs.gov/earthquakes/feed/v1.0/summary/4.5_day.geojson',
+      {
+        headers: {
+          'Accept': 'application/json',
+        },
+      }
+    );
+
+    const data = await response.text();
+    return new Response(data, {
+      status: response.status,
+      headers: {
+        'Content-Type': 'application/json',
+        ...cors,
+        'Cache-Control': 'public, max-age=300, s-maxage=300, stale-while-revalidate=60',
+      },
+    });
+  } catch (error) {
+    return new Response(JSON.stringify({ error: 'Failed to fetch data' }), {
+      status: 500,
+      headers: { 'Content-Type': 'application/json', ...cors },
+    });
+  }
+}
diff --git a/api/eia/[[...path]].js b/api/eia/[[...path]].js
new file mode 100644
index 000000000..5cc0962b0
--- /dev/null
+++ b/api/eia/[[...path]].js
@@ -0,0 +1,117 @@
+// EIA (Energy Information Administration) API proxy
+// Keeps API key server-side
+import { getCorsHeaders, isDisallowedOrigin } from '../_cors.js';
+export const config = { runtime: 'edge' };
+
+export default async function handler(req) {
+  const cors = getCorsHeaders(req);
+  if (isDisallowedOrigin(req)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), { status: 403, headers: cors });
+  }
+
+  // Only allow GET and OPTIONS methods
+  if (req.method === 'OPTIONS') {
+    return new Response(null, { status: 204, headers: cors });
+  }
+  if (req.method !== 'GET') {
+    return Response.json({ error: 'Method not allowed' }, {
+      status: 405,
+      headers: cors,
+    });
+  }
+
+  const url = new URL(req.url);
+  const path = url.pathname.replace('/api/eia', '');
+
+  const apiKey = process.env.EIA_API_KEY;
+
+  if (!apiKey) {
+    return Response.json({
+      configured: false,
+      skipped: true,
+      reason: 'EIA_API_KEY not configured',
+    }, {
+      status: 200,
+      headers: cors,
+    });
+  }
+
+  // Health check
+  if (path === '/health' || path === '') {
+    return Response.json({ configured: true }, {
+      headers: cors,
+    });
+  }
+
+  // Petroleum data endpoint
+  if (path === '/petroleum') {
+    try {
+      const series = {
+        wti: 'PET.RWTC.W',
+        brent: 'PET.RBRTE.W',
+        production: 'PET.WCRFPUS2.W',
+        inventory: 'PET.WCESTUS1.W',
+      };
+
+      const results = {};
+
+      // Fetch all series in parallel
+      const fetchPromises = Object.entries(series).map(async ([key, seriesId]) => {
+        try {
+          const response = await fetch(
+            `https://api.eia.gov/v2/seriesid/${seriesId}?api_key=${apiKey}&num=2`,
+            { headers: { 'Accept': 'application/json' } }
+          );
+
+          if (!response.ok) return null;
+
+          const data = await response.json();
+          const values = data?.response?.data || [];
+
+          if (values.length >= 1) {
+            return {
+              key,
+              data: {
+                current: values[0]?.value,
+                previous: values[1]?.value || values[0]?.value,
+                date: values[0]?.period,
+                unit: values[0]?.unit,
+              }
+            };
+          }
+        } catch (e) {
+          console.error(`[EIA] Failed to fetch ${key}:`, e.message);
+        }
+        return null;
+      });
+
+      const fetchResults = await Promise.all(fetchPromises);
+
+      for (const result of fetchResults) {
+        if (result) {
+          results[result.key] = result.data;
+        }
+      }
+
+      return Response.json(results, {
+        headers: {
+          ...cors,
+          'Cache-Control': 'public, max-age=1800, s-maxage=1800, stale-while-revalidate=300',
+        },
+      });
+    } catch (error) {
+      console.error('[EIA] Fetch error:', error);
+      return Response.json({
+        error: 'Failed to fetch EIA data',
+      }, {
+        status: 500,
+        headers: cors,
+      });
+    }
+  }
+
+  return Response.json({ error: 'Not found' }, {
+    status: 404,
+    headers: cors,
+  });
+}
diff --git a/api/etf-flows.js b/api/etf-flows.js
new file mode 100644
index 000000000..f8b21ccb2
--- /dev/null
+++ b/api/etf-flows.js
@@ -0,0 +1,163 @@
+export const config = { runtime: 'edge' };
+
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+
+const CACHE_TTL = 900;
+let cachedResponse = null;
+let cacheTimestamp = 0;
+
+const ETF_LIST = [
+  { ticker: 'IBIT', issuer: 'BlackRock' },
+  { ticker: 'FBTC', issuer: 'Fidelity' },
+  { ticker: 'ARKB', issuer: 'ARK/21Shares' },
+  { ticker: 'BITB', issuer: 'Bitwise' },
+  { ticker: 'GBTC', issuer: 'Grayscale' },
+  { ticker: 'HODL', issuer: 'VanEck' },
+  { ticker: 'BRRR', issuer: 'Valkyrie' },
+  { ticker: 'EZBC', issuer: 'Franklin' },
+  { ticker: 'BTCO', issuer: 'Invesco' },
+  { ticker: 'BTCW', issuer: 'WisdomTree' },
+];
+
+async function fetchChart(ticker) {
+  const url = `https://query1.finance.yahoo.com/v8/finance/chart/${ticker}?range=5d&interval=1d`;
+  const controller = new AbortController();
+  const id = setTimeout(() => controller.abort(), 8000);
+  try {
+    const res = await fetch(url, { signal: controller.signal });
+    if (!res.ok) return null;
+    return await res.json();
+  } catch {
+    return null;
+  } finally {
+    clearTimeout(id);
+  }
+}
+
+function parseChartData(chart, ticker, issuer) {
+  try {
+    const result = chart?.chart?.result?.[0];
+    if (!result) return null;
+
+    const quote = result.indicators?.quote?.[0];
+    const closes = quote?.close || [];
+    const volumes = quote?.volume || [];
+
+    const validCloses = closes.filter(p => p != null);
+    const validVolumes = volumes.filter(v => v != null);
+
+    if (validCloses.length < 2) return null;
+
+    const latestPrice = validCloses[validCloses.length - 1];
+    const prevPrice = validCloses[validCloses.length - 2];
+    const priceChange = prevPrice ? ((latestPrice - prevPrice) / prevPrice * 100) : 0;
+
+    const latestVolume = validVolumes.length > 0 ? validVolumes[validVolumes.length - 1] : 0;
+    const avgVolume = validVolumes.length > 1
+      ? validVolumes.slice(0, -1).reduce((a, b) => a + b, 0) / (validVolumes.length - 1)
+      : latestVolume;
+
+    // Estimate flow direction from price change + volume
+    const volumeRatio = avgVolume > 0 ? latestVolume / avgVolume : 1;
+    const direction = priceChange > 0.1 ? 'inflow' : priceChange < -0.1 ? 'outflow' : 'neutral';
+    const estFlowMagnitude = latestVolume * latestPrice * (priceChange > 0 ? 1 : -1) * 0.1;
+
+    return {
+      ticker,
+      issuer,
+      price: +latestPrice.toFixed(2),
+      priceChange: +priceChange.toFixed(2),
+      volume: latestVolume,
+      avgVolume: Math.round(avgVolume),
+      volumeRatio: +volumeRatio.toFixed(2),
+      direction,
+      estFlow: Math.round(estFlowMagnitude),
+    };
+  } catch {
+    return null;
+  }
+}
+
+function buildFallbackResult() {
+  return {
+    timestamp: new Date().toISOString(),
+    summary: {
+      etfCount: 0,
+      totalVolume: 0,
+      totalEstFlow: 0,
+      netDirection: 'UNAVAILABLE',
+      inflowCount: 0,
+      outflowCount: 0,
+    },
+    etfs: [],
+    unavailable: true,
+  };
+}
+
+export default async function handler(req) {
+  const cors = getCorsHeaders(req);
+  if (req.method === 'OPTIONS') {
+    if (isDisallowedOrigin(req)) {
+      return new Response(null, { status: 403, headers: cors });
+    }
+    return new Response(null, { status: 204, headers: cors });
+  }
+  if (isDisallowedOrigin(req)) {
+    return new Response(JSON.stringify({ error: 'Forbidden' }), { status: 403, headers: { ...cors, 'Content-Type': 'application/json' } });
+  }
+
+  const now = Date.now();
+  if (cachedResponse && now - cacheTimestamp < CACHE_TTL * 1000) {
+    return new Response(JSON.stringify(cachedResponse), {
+      headers: { ...cors, 'Content-Type': 'application/json', 'Cache-Control': `public, s-maxage=${CACHE_TTL}, stale-while-revalidate=1800` },
+    });
+  }
+
+  try {
+    const charts = await Promise.allSettled(
+      ETF_LIST.map(etf => fetchChart(etf.ticker))
+    );
+
+    const etfs = [];
+    for (let i = 0; i < ETF_LIST.length; i++) {
+      const chart = charts[i].status === 'fulfilled' ? charts[i].value : null;
+      if (chart) {
+        const parsed = parseChartData(chart, ETF_LIST[i].ticker, ETF_LIST[i].issuer);
+        if (parsed) etfs.push(parsed);
+      }
+    }
+
+    const totalVolume = etfs.reduce((sum, e) => sum + e.volume, 0);
+    const totalEstFlow = etfs.reduce((sum, e) => sum + e.estFlow, 0);
+    const inflowCount = etfs.filter(e => e.direction === 'inflow').length;
+    const outflowCount = etfs.filter(e => e.direction === 'outflow').length;
+
+    const result = {
+      timestamp: new Date().toISOString(),
+      summary: {
+        etfCount: etfs.length,
+        totalVolume,
+        totalEstFlow,
+        netDirection: totalEstFlow > 0 ? 'NET INFLOW' : totalEstFlow < 0 ? 'NET OUTFLOW' : 'NEUTRAL',
+        inflowCount,
+        outflowCount,
+      },
+      etfs: etfs.sort((a, b) => b.volume - a.volume),
+    };
+
+    cachedResponse = result;
+    cacheTimestamp = now;
+
+    return new Response(JSON.stringify(result), {
+      headers: { ...cors, 'Content-Type': 'application/json', 'Cache-Control': `public, s-maxage=${CACHE_TTL}, stale-while-revalidate=1800` },
+    });
+  } catch (err) {
+    const fallback = cachedResponse || buildFallbackResult();
+    cachedResponse = fallback;
+    cacheTimestamp = now;
+    return new Response(JSON.stringify(fallback), {
+      status: 200,
+      headers: { ...cors, 'Content-Type': 'application/json', 'Cache-Control': 'public, max-age=30, s-maxage=60, stale-while-revalidate=30' },
+    });
+  }
+}
diff --git a/api/faa-status.js b/api/faa-status.js
new file mode 100644
index 000000000..ac9aec89d
--- /dev/null
+++ b/api/faa-status.js
@@ -0,0 +1,29 @@
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+
+export const config = { runtime: 'edge' };
+
+export default async function handler(req) {
+  const cors = getCorsHeaders(req);
+  if (isDisallowedOrigin(req)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), { status: 403, headers: cors });
+  }
+  try {
+    const response = await fetch('https://nasstatus.faa.gov/api/airport-status-information', {
+      headers: { 'Accept': 'application/xml' },
+    });
+    const data = await response.text();
+    return new Response(data, {
+      status: response.status,
+      headers: {
+        'Content-Type': 'application/xml',
+        ...cors,
+        'Cache-Control': 'public, max-age=60, s-maxage=60, stale-while-revalidate=30',
+      },
+    });
+  } catch (error) {
+    return new Response(`<error>${error.message}</error>`, {
+      status: 500,
+      headers: { 'Content-Type': 'application/xml' },
+    });
+  }
+}
diff --git a/api/finnhub.js b/api/finnhub.js
new file mode 100644
index 000000000..b822f0af5
--- /dev/null
+++ b/api/finnhub.js
@@ -0,0 +1,115 @@
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+export const config = { runtime: 'edge' };
+
+const SYMBOL_PATTERN = /^[A-Za-z0-9.^]+$/;
+const MAX_SYMBOLS = 20;
+const MAX_SYMBOL_LENGTH = 10;
+
+function validateSymbols(symbolsParam) {
+  if (!symbolsParam) return null;
+
+  const symbols = symbolsParam
+    .split(',')
+    .map(s => s.trim().toUpperCase())
+    .filter(s => s.length <= MAX_SYMBOL_LENGTH && SYMBOL_PATTERN.test(s))
+    .slice(0, MAX_SYMBOLS);
+
+  return symbols.length > 0 ? symbols : null;
+}
+
+async function fetchQuote(symbol, apiKey) {
+  const url = `https://finnhub.io/api/v1/quote?symbol=${encodeURIComponent(symbol)}&token=${apiKey}`;
+  const response = await fetch(url, {
+    headers: { 'Accept': 'application/json' },
+  });
+
+  if (!response.ok) {
+    return { symbol, error: `HTTP ${response.status}` };
+  }
+
+  const data = await response.json();
+
+  // Finnhub returns { c, d, dp, h, l, o, pc, t } where:
+  // c = current price, d = change, dp = percent change
+  // h = high, l = low, o = open, pc = previous close, t = timestamp
+  if (data.c === 0 && data.h === 0 && data.l === 0) {
+    return { symbol, error: 'No data available' };
+  }
+
+  return {
+    symbol,
+    price: data.c,
+    change: data.d,
+    changePercent: data.dp,
+    high: data.h,
+    low: data.l,
+    open: data.o,
+    previousClose: data.pc,
+    timestamp: data.t,
+  };
+}
+
+export default async function handler(req) {
+  const corsHeaders = getCorsHeaders(req, 'GET, OPTIONS');
+
+  if (req.method === 'OPTIONS') {
+    if (isDisallowedOrigin(req)) {
+      return new Response(null, { status: 403, headers: corsHeaders });
+    }
+    return new Response(null, { status: 204, headers: corsHeaders });
+  }
+
+  if (req.method !== 'GET') {
+    return new Response(JSON.stringify({ error: 'Method not allowed' }), {
+      status: 405,
+      headers: { 'Content-Type': 'application/json', ...corsHeaders },
+    });
+  }
+
+  if (isDisallowedOrigin(req)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), {
+      status: 403,
+      headers: { 'Content-Type': 'application/json', ...corsHeaders },
+    });
+  }
+
+  const apiKey = process.env.FINNHUB_API_KEY;
+
+  if (!apiKey) {
+    return new Response(JSON.stringify({ quotes: [], skipped: true, reason: 'FINNHUB_API_KEY not configured' }), {
+      status: 200,
+      headers: { 'Content-Type': 'application/json', 'Cache-Control': 'public, max-age=60, s-maxage=60, stale-while-revalidate=30', ...corsHeaders },
+    });
+  }
+
+  const url = new URL(req.url);
+  const symbols = validateSymbols(url.searchParams.get('symbols'));
+
+  if (!symbols) {
+    return new Response(JSON.stringify({ error: 'Invalid or missing symbols parameter' }), {
+      status: 400,
+      headers: { 'Content-Type': 'application/json', ...corsHeaders },
+    });
+  }
+
+  try {
+    // Fetch all quotes in parallel (Finnhub allows 60 req/min on free tier)
+    const quotes = await Promise.all(
+      symbols.map(symbol => fetchQuote(symbol, apiKey))
+    );
+
+    return new Response(JSON.stringify({ quotes }), {
+      status: 200,
+      headers: {
+        'Content-Type': 'application/json',
+        'Cache-Control': 'public, max-age=30, s-maxage=30, stale-while-revalidate=15',
+        ...corsHeaders,
+      },
+    });
+  } catch (error) {
+    return new Response(JSON.stringify({ error: 'Failed to fetch data' }), {
+      status: 500,
+      headers: { 'Content-Type': 'application/json', ...corsHeaders },
+    });
+  }
+}
diff --git a/api/firms-fires.js b/api/firms-fires.js
new file mode 100644
index 000000000..dc5c781ae
--- /dev/null
+++ b/api/firms-fires.js
@@ -0,0 +1,145 @@
+/**
+ * NASA FIRMS Satellite Fire Detection API
+ * Proxies requests to NASA FIRMS to avoid CORS and protect API key
+ * Returns parsed fire data for monitored conflict regions
+ *
+ * GET ?region=Ukraine&days=1  — fires for one region
+ * GET ?days=1                 — fires for all monitored regions
+ */
+
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+
+export const config = {
+  runtime: 'edge',
+};
+
+const FIRMS_API_KEY = process.env.NASA_FIRMS_API_KEY || process.env.FIRMS_API_KEY || '';
+const FIRMS_BASE = 'https://firms.modaps.eosdis.nasa.gov/api/area/csv';
+const SOURCE = 'VIIRS_SNPP_NRT';
+
+// Bounding boxes as west,south,east,north
+const MONITORED_REGIONS = {
+  'Ukraine':      { bbox: '22,44,40,53' },
+  'Russia':       { bbox: '20,50,180,82' },
+  'Iran':         { bbox: '44,25,63,40' },
+  'Israel/Gaza':  { bbox: '34,29,36,34' },
+  'Syria':        { bbox: '35,32,42,37' },
+  'Taiwan':       { bbox: '119,21,123,26' },
+  'North Korea':  { bbox: '124,37,131,43' },
+  'Saudi Arabia': { bbox: '34,16,56,32' },
+  'Turkey':       { bbox: '26,36,45,42' },
+};
+
+// Map VIIRS confidence letters to numeric
+function parseConfidence(c) {
+  if (c === 'h') return 95;
+  if (c === 'n') return 50;
+  if (c === 'l') return 20;
+  return parseInt(c) || 0;
+}
+
+function parseCSV(csv) {
+  const lines = csv.trim().split('\n');
+  if (lines.length < 2) return [];
+
+  const headers = lines[0].split(',').map(h => h.trim());
+  const results = [];
+
+  for (let i = 1; i < lines.length; i++) {
+    const vals = lines[i].split(',').map(v => v.trim());
+    if (vals.length < headers.length) continue;
+
+    const row = {};
+    headers.forEach((h, idx) => { row[h] = vals[idx]; });
+
+    results.push({
+      lat: parseFloat(row.latitude),
+      lon: parseFloat(row.longitude),
+      brightness: parseFloat(row.bright_ti4) || 0,
+      scan: parseFloat(row.scan) || 0,
+      track: parseFloat(row.track) || 0,
+      acq_date: row.acq_date || '',
+      acq_time: row.acq_time || '',
+      satellite: row.satellite || '',
+      confidence: parseConfidence(row.confidence),
+      bright_t31: parseFloat(row.bright_ti5) || 0,
+      frp: parseFloat(row.frp) || 0,
+      daynight: row.daynight || '',
+    });
+  }
+
+  return results;
+}
+
+export default async function handler(request) {
+  const cors = getCorsHeaders(request);
+  if (request.method === 'OPTIONS') return new Response(null, { status: 204, headers: cors });
+  if (isDisallowedOrigin(request)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), { status: 403, headers: cors });
+  }
+  if (!FIRMS_API_KEY) {
+    return json({ regions: {}, totalCount: 0, skipped: true, reason: 'NASA_FIRMS_API_KEY not configured', source: SOURCE, days: 0, timestamp: new Date().toISOString() });
+  }
+
+  try {
+    const { searchParams } = new URL(request.url);
+    const regionName = searchParams.get('region');
+    const days = Math.min(parseInt(searchParams.get('days')) || 1, 5);
+
+    const regions = regionName
+      ? { [regionName]: MONITORED_REGIONS[regionName] }
+      : MONITORED_REGIONS;
+
+    if (regionName && !MONITORED_REGIONS[regionName]) {
+      return json({ error: `Unknown region: ${regionName}` }, 400);
+    }
+
+    const allFires = {};
+    let totalCount = 0;
+
+    // Fetch regions in parallel (max 10)
+    const entries = Object.entries(regions);
+    const results = await Promise.allSettled(
+      entries.map(async ([name, { bbox }]) => {
+        const url = `${FIRMS_BASE}/${FIRMS_API_KEY}/${SOURCE}/${bbox}/${days}`;
+        const res = await fetch(url, {
+          headers: { 'Accept': 'text/csv' },
+        });
+        if (!res.ok) throw new Error(`FIRMS ${res.status} for ${name}`);
+        const csv = await res.text();
+        return { name, fires: parseCSV(csv) };
+      })
+    );
+
+    for (const result of results) {
+      if (result.status === 'fulfilled') {
+        const { name, fires } = result.value;
+        allFires[name] = fires;
+        totalCount += fires.length;
+      } else {
+        console.error('[FIRMS]', result.reason?.message);
+      }
+    }
+
+    return json({
+      regions: allFires,
+      totalCount,
+      source: SOURCE,
+      days,
+      timestamp: new Date().toISOString(),
+    });
+  } catch (err) {
+    console.error('[FIRMS] Error:', err);
+    return json({ error: 'Failed to fetch fire data' }, 500);
+  }
+}
+
+function json(data, status = 200) {
+  return new Response(JSON.stringify(data), {
+    status,
+    headers: {
+      'Content-Type': 'application/json',
+      'Cache-Control': 'public, max-age=600, s-maxage=600, stale-while-revalidate=120', // 10 min cache
+    },
+  });
+}
diff --git a/api/fred-data.js b/api/fred-data.js
new file mode 100644
index 000000000..37f29bd12
--- /dev/null
+++ b/api/fred-data.js
@@ -0,0 +1,81 @@
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+export const config = { runtime: 'edge' };
+
+export default async function handler(req) {
+  const corsHeaders = getCorsHeaders(req, 'GET, OPTIONS');
+
+  if (req.method === 'OPTIONS') {
+    if (isDisallowedOrigin(req)) {
+      return new Response(null, { status: 403, headers: corsHeaders });
+    }
+    return new Response(null, { status: 204, headers: corsHeaders });
+  }
+
+  if (req.method !== 'GET') {
+    return new Response(JSON.stringify({ error: 'Method not allowed' }), {
+      status: 405,
+      headers: { 'Content-Type': 'application/json', ...corsHeaders },
+    });
+  }
+
+  if (isDisallowedOrigin(req)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), {
+      status: 403,
+      headers: { 'Content-Type': 'application/json', ...corsHeaders },
+    });
+  }
+
+  const url = new URL(req.url);
+  const seriesId = url.searchParams.get('series_id');
+  const observationStart = url.searchParams.get('observation_start');
+  const observationEnd = url.searchParams.get('observation_end');
+
+  if (!seriesId) {
+    return new Response(JSON.stringify({ error: 'Missing series_id parameter' }), {
+      status: 400,
+      headers: { 'Content-Type': 'application/json', ...corsHeaders },
+    });
+  }
+
+  const apiKey = process.env.FRED_API_KEY;
+  if (!apiKey) {
+    return new Response(JSON.stringify({ error: 'FRED_API_KEY not configured' }), {
+      status: 500,
+      headers: { 'Content-Type': 'application/json', ...corsHeaders },
+    });
+  }
+
+  try {
+    const params = new URLSearchParams({
+      series_id: seriesId,
+      api_key: apiKey,
+      file_type: 'json',
+      sort_order: 'desc',
+      limit: '10',
+    });
+
+    if (observationStart) params.set('observation_start', observationStart);
+    if (observationEnd) params.set('observation_end', observationEnd);
+
+    const fredUrl = `https://api.stlouisfed.org/fred/series/observations?${params}`;
+    const response = await fetch(fredUrl, {
+      headers: { 'Accept': 'application/json' },
+    });
+
+    const data = await response.json();
+
+    return new Response(JSON.stringify(data), {
+      status: response.status,
+      headers: {
+        'Content-Type': 'application/json',
+        'Cache-Control': 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600',
+        ...corsHeaders,
+      },
+    });
+  } catch (error) {
+    return new Response(JSON.stringify({ error: error.message }), {
+      status: 500,
+      headers: { 'Content-Type': 'application/json', ...corsHeaders },
+    });
+  }
+}
diff --git a/api/fwdstart.js b/api/fwdstart.js
new file mode 100644
index 000000000..c65a471e6
--- /dev/null
+++ b/api/fwdstart.js
@@ -0,0 +1,109 @@
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+export const config = { runtime: 'edge' };
+
+// Scrape FwdStart newsletter archive and return as RSS
+export default async function handler(req) {
+  const cors = getCorsHeaders(req);
+  if (isDisallowedOrigin(req)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), { status: 403, headers: cors });
+  }
+  try {
+    const response = await fetch('https://www.fwdstart.me/archive', {
+      headers: {
+        'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36',
+        'Accept': 'text/html,application/xhtml+xml',
+      },
+      signal: AbortSignal.timeout(15000),
+    });
+
+    if (!response.ok) {
+      throw new Error(`HTTP ${response.status}`);
+    }
+
+    const html = await response.text();
+    const items = [];
+    const seenUrls = new Set();
+
+    // Split by embla__slide to get each post block
+    const slideBlocks = html.split('embla__slide');
+
+    for (const block of slideBlocks) {
+      // Extract URL
+      const urlMatch = block.match(/href="(\/p\/[^"]+)"/);
+      if (!urlMatch) continue;
+
+      const url = `https://www.fwdstart.me${urlMatch[1]}`;
+      if (seenUrls.has(url)) continue;
+      seenUrls.add(url);
+
+      // Extract title from alt attribute
+      const altMatch = block.match(/alt="([^"]+)"/);
+      const title = altMatch ? altMatch[1] : '';
+      if (!title || title.length < 5) continue;
+
+      // Extract date - look for "Mon DD, YYYY" pattern
+      const dateMatch = block.match(/(Jan|Feb|Mar|Apr|May|Jun|Jul|Aug|Sep|Oct|Nov|Dec)\s+(\d{1,2}),?\s+(\d{4})/i);
+      let pubDate = new Date();
+      if (dateMatch) {
+        const dateStr = `${dateMatch[1]} ${dateMatch[2]}, ${dateMatch[3]}`;
+        const parsed = new Date(dateStr);
+        if (!isNaN(parsed.getTime())) {
+          pubDate = parsed;
+        }
+      }
+
+      // Extract subtitle/description if available
+      let description = '';
+      const subtitleMatch = block.match(/line-clamp-3[^>]*>.*?<span[^>]*>([^<]{20,})<\/span>/s);
+      if (subtitleMatch) {
+        description = subtitleMatch[1].trim();
+      }
+
+      items.push({ title, link: url, date: pubDate.toISOString(), description });
+    }
+
+    // Build RSS XML
+    const rssItems = items.slice(0, 30).map(item => `
+    <item>
+      <title><![CDATA[${item.title}]]></title>
+      <link>${item.link}</link>
+      <guid>${item.link}</guid>
+      <pubDate>${new Date(item.date).toUTCString()}</pubDate>
+      <description><![CDATA[${item.description}]]></description>
+      <source url="https://www.fwdstart.me">FwdStart Newsletter</source>
+    </item>`).join('');
+
+    const rss = `<?xml version="1.0" encoding="UTF-8"?>
+<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom">
+  <channel>
+    <title>FwdStart Newsletter</title>
+    <link>https://www.fwdstart.me</link>
+    <description>Forward-thinking startup and VC news from MENA and beyond</description>
+    <language>en-us</language>
+    <lastBuildDate>${new Date().toUTCString()}</lastBuildDate>
+    <atom:link href="https://worldmonitor.app/api/fwdstart" rel="self" type="application/rss+xml"/>
+    ${rssItems}
+  </channel>
+</rss>`;
+
+    return new Response(rss, {
+      headers: {
+        'Content-Type': 'application/xml; charset=utf-8',
+        ...cors,
+        'Cache-Control': 'public, max-age=1800, s-maxage=1800, stale-while-revalidate=300',
+      },
+    });
+  } catch (error) {
+    console.error('FwdStart scraper error:', error);
+    return new Response(JSON.stringify({
+      error: 'Failed to fetch FwdStart archive',
+      details: error.message
+    }), {
+      status: 502,
+      headers: {
+        'Content-Type': 'application/json',
+        ...cors,
+      },
+    });
+  }
+}
diff --git a/api/gdelt-doc.js b/api/gdelt-doc.js
new file mode 100644
index 000000000..9029b9557
--- /dev/null
+++ b/api/gdelt-doc.js
@@ -0,0 +1,68 @@
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+export const config = { runtime: 'edge' };
+
+const MAX_RECORDS = 20;
+const DEFAULT_RECORDS = 10;
+
+export default async function handler(req) {
+  const cors = getCorsHeaders(req);
+  if (isDisallowedOrigin(req)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), { status: 403, headers: cors });
+  }
+  const url = new URL(req.url);
+  const query = url.searchParams.get('query');
+  const maxrecords = Math.min(
+    parseInt(url.searchParams.get('maxrecords') || DEFAULT_RECORDS, 10),
+    MAX_RECORDS
+  );
+  const timespan = url.searchParams.get('timespan') || '72h';
+
+  if (!query || query.length < 2) {
+    return new Response(JSON.stringify({ error: 'Query parameter required' }), {
+      status: 400,
+      headers: { 'Content-Type': 'application/json' },
+    });
+  }
+
+  try {
+    const gdeltUrl = new URL('https://api.gdeltproject.org/api/v2/doc/doc');
+    gdeltUrl.searchParams.set('query', query);
+    gdeltUrl.searchParams.set('mode', 'artlist');
+    gdeltUrl.searchParams.set('maxrecords', maxrecords.toString());
+    gdeltUrl.searchParams.set('format', 'json');
+    gdeltUrl.searchParams.set('sort', 'date');
+    gdeltUrl.searchParams.set('timespan', timespan);
+
+    const response = await fetch(gdeltUrl.toString());
+
+    if (!response.ok) {
+      throw new Error(`GDELT returned ${response.status}`);
+    }
+
+    const data = await response.json();
+
+    const articles = (data.articles || []).map(article => ({
+      title: article.title,
+      url: article.url,
+      source: article.domain || article.source?.domain,
+      date: article.seendate,
+      image: article.socialimage,
+      language: article.language,
+      tone: article.tone,
+    }));
+
+    return new Response(JSON.stringify({ articles, query }), {
+      status: 200,
+      headers: {
+        'Content-Type': 'application/json',
+        ...cors,
+        'Cache-Control': 'public, max-age=300, s-maxage=300, stale-while-revalidate=60',
+      },
+    });
+  } catch (error) {
+    return new Response(JSON.stringify({ error: error.message, articles: [] }), {
+      status: 500,
+      headers: { 'Content-Type': 'application/json' },
+    });
+  }
+}
diff --git a/api/gdelt-geo.js b/api/gdelt-geo.js
new file mode 100644
index 000000000..894349b8a
--- /dev/null
+++ b/api/gdelt-geo.js
@@ -0,0 +1,86 @@
+// GDELT Geo API proxy with security hardening
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+export const config = { runtime: 'edge' };
+
+const ALLOWED_FORMATS = ['geojson', 'json', 'csv'];
+const MAX_RECORDS = 500;
+const MIN_RECORDS = 1;
+const ALLOWED_TIMESPANS = ['1d', '7d', '14d', '30d', '60d', '90d'];
+
+function validateMaxRecords(val) {
+  const num = parseInt(val, 10);
+  if (isNaN(num)) return 250;
+  return Math.max(MIN_RECORDS, Math.min(MAX_RECORDS, num));
+}
+
+function validateFormat(val) {
+  return ALLOWED_FORMATS.includes(val) ? val : 'geojson';
+}
+
+function validateTimespan(val) {
+  return ALLOWED_TIMESPANS.includes(val) ? val : '7d';
+}
+
+function sanitizeQuery(val) {
+  if (!val || typeof val !== 'string') return 'protest';
+  return val.slice(0, 200).replace(/[<>\"']/g, '');
+}
+
+export default async function handler(req) {
+  const cors = getCorsHeaders(req);
+  if (isDisallowedOrigin(req)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), { status: 403, headers: cors });
+  }
+
+  if (req.method === 'OPTIONS') {
+    return new Response(null, { status: 204, headers: cors });
+  }
+
+  if (req.method !== 'GET') {
+    return new Response(JSON.stringify({ error: 'Method not allowed' }), {
+      status: 405,
+      headers: { 'Content-Type': 'application/json', ...cors },
+    });
+  }
+
+  const url = new URL(req.url);
+  const query = sanitizeQuery(url.searchParams.get('query'));
+  const format = validateFormat(url.searchParams.get('format') || 'geojson');
+  const maxrecords = validateMaxRecords(url.searchParams.get('maxrecords') || '250');
+  const timespan = validateTimespan(url.searchParams.get('timespan') || '7d');
+
+  try {
+    const response = await fetch(
+      `https://api.gdeltproject.org/api/v2/geo/geo?query=${encodeURIComponent(query)}&format=${format}&maxrecords=${maxrecords}&timespan=${timespan}`
+    );
+
+    if (!response.ok) {
+      return new Response(JSON.stringify({ error: 'Upstream service unavailable' }), {
+        status: 502,
+        headers: {
+          'Content-Type': 'application/json',
+          ...cors,
+        },
+      });
+    }
+
+    const data = await response.text();
+    return new Response(data, {
+      status: 200,
+      headers: {
+        'Content-Type': format === 'csv' ? 'text/csv' : 'application/json',
+        ...cors,
+        'Cache-Control': 'public, max-age=300, s-maxage=300, stale-while-revalidate=60',
+      },
+    });
+  } catch (error) {
+    console.error('[GDELT] Fetch error:', error.message);
+    return new Response(JSON.stringify({ error: 'Failed to fetch GDELT data' }), {
+      status: 500,
+      headers: {
+        'Content-Type': 'application/json',
+        ...cors,
+      },
+    });
+  }
+}
diff --git a/api/github-trending.js b/api/github-trending.js
new file mode 100644
index 000000000..9e40dc5c7
--- /dev/null
+++ b/api/github-trending.js
@@ -0,0 +1,90 @@
+export const config = { runtime: 'edge' };
+
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+
+// Fetch trending GitHub repositories
+// Uses unofficial GitHub trending scraper API
+export default async function handler(request) {
+  const cors = getCorsHeaders(request);
+  if (isDisallowedOrigin(request)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), { status: 403, headers: cors });
+  }
+  try {
+    const { searchParams } = new URL(request.url);
+    const language = searchParams.get('language') || 'python'; // python, javascript, typescript, etc.
+    const since = searchParams.get('since') || 'daily'; // daily, weekly, monthly
+    const spoken_language = searchParams.get('spoken_language') || ''; // en, zh, etc.
+
+    // Using GitHub trending API (unofficial)
+    // Alternative: https://gh-trending-api.herokuapp.com/repositories
+    const baseUrl = 'https://api.gitterapp.com/repositories';
+    const queryParams = new URLSearchParams({
+      language: language,
+      since: since,
+    });
+
+    if (spoken_language) {
+      queryParams.append('spoken_language_code', spoken_language);
+    }
+
+    const apiUrl = `${baseUrl}?${queryParams.toString()}`;
+
+    const response = await fetch(apiUrl, {
+      headers: {
+        'Accept': 'application/json',
+        'User-Agent': 'WorldMonitor/1.0 (Tech Tracker)',
+      },
+      signal: AbortSignal.timeout(10000), // 10 second timeout
+    });
+
+    if (!response.ok) {
+      // Fallback: try alternative API
+      const fallbackUrl = `https://gh-trending-api.herokuapp.com/repositories/${language}?since=${since}`;
+      const fallbackResponse = await fetch(fallbackUrl, {
+        headers: {
+          'Accept': 'application/json',
+        },
+        signal: AbortSignal.timeout(10000),
+      });
+
+      if (!fallbackResponse.ok) {
+        throw new Error(`GitHub trending API returned ${fallbackResponse.status}`);
+      }
+
+      const data = await fallbackResponse.json();
+      return new Response(JSON.stringify(data), {
+        status: 200,
+        headers: {
+          'Content-Type': 'application/json',
+          ...cors,
+          'Cache-Control': 'public, max-age=1800, s-maxage=1800, stale-while-revalidate=300', // 30 min cache
+        },
+      });
+    }
+
+    const data = await response.json();
+
+    return new Response(JSON.stringify(data), {
+      status: 200,
+      headers: {
+        'Content-Type': 'application/json',
+        ...cors,
+        'Cache-Control': 'public, max-age=1800, s-maxage=1800, stale-while-revalidate=300', // 30 min cache
+      },
+    });
+  } catch (error) {
+    return new Response(
+      JSON.stringify({
+        error: 'Failed to fetch GitHub trending data',
+        message: error.message
+      }),
+      {
+        status: 500,
+        headers: {
+          'Content-Type': 'application/json',
+          ...cors,
+        },
+      }
+    );
+  }
+}
diff --git a/api/groq-summarize.js b/api/groq-summarize.js
new file mode 100644
index 000000000..c687209fb
--- /dev/null
+++ b/api/groq-summarize.js
@@ -0,0 +1,276 @@
+/**
+ * Groq API Summarization Endpoint with Redis Caching
+ * Uses Llama 3.1 8B Instant for high-throughput summarization
+ * Free tier: 14,400 requests/day (14x more than 70B model)
+ * Server-side Redis cache for cross-user deduplication
+ */
+
+import { getCachedJson, setCachedJson, hashString } from './_upstash-cache.js';
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+
+export const config = {
+  runtime: 'edge',
+};
+
+const GROQ_API_URL = 'https://api.groq.com/openai/v1/chat/completions';
+const MODEL = 'llama-3.1-8b-instant'; // 14.4K RPD vs 1K for 70b
+const CACHE_TTL_SECONDS = 86400; // 24 hours
+
+const CACHE_VERSION = 'v3';
+
+function getCacheKey(headlines, mode, geoContext = '', variant = 'full') {
+  const sorted = headlines.slice(0, 8).sort().join('|');
+  const geoHash = geoContext ? ':g' + hashString(geoContext).slice(0, 6) : '';
+  const hash = hashString(`${mode}:${sorted}`);
+  return `summary:${CACHE_VERSION}:${variant}:${hash}${geoHash}`;
+}
+
+// Deduplicate similar headlines (same story from different sources)
+function deduplicateHeadlines(headlines) {
+  const seen = new Set();
+  const unique = [];
+
+  for (const headline of headlines) {
+    // Normalize: lowercase, remove punctuation, collapse whitespace
+    const normalized = headline.toLowerCase()
+      .replace(/[^\w\s]/g, '')
+      .replace(/\s+/g, ' ')
+      .trim();
+
+    // Extract key words (4+ chars) for similarity check
+    const words = new Set(normalized.split(' ').filter(w => w.length >= 4));
+
+    // Check if this headline is too similar to any we've seen
+    let isDuplicate = false;
+    for (const seenWords of seen) {
+      const intersection = [...words].filter(w => seenWords.has(w));
+      const similarity = intersection.length / Math.min(words.size, seenWords.size);
+      if (similarity > 0.6) {
+        isDuplicate = true;
+        break;
+      }
+    }
+
+    if (!isDuplicate) {
+      seen.add(words);
+      unique.push(headline);
+    }
+  }
+
+  return unique;
+}
+
+export default async function handler(request) {
+  const corsHeaders = getCorsHeaders(request, 'POST, OPTIONS');
+
+  if (request.method === 'OPTIONS') {
+    return new Response(null, { status: 204, headers: corsHeaders });
+  }
+
+  if (request.method !== 'POST') {
+    return new Response(JSON.stringify({ error: 'Method not allowed' }), {
+      status: 405,
+      headers: { ...corsHeaders, 'Content-Type': 'application/json' },
+    });
+  }
+
+  if (isDisallowedOrigin(request)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), {
+      status: 403,
+      headers: { 'Content-Type': 'application/json' },
+    });
+  }
+
+  const apiKey = process.env.GROQ_API_KEY;
+  if (!apiKey) {
+    return new Response(JSON.stringify({ summary: null, fallback: true, skipped: true, reason: 'GROQ_API_KEY not configured' }), {
+      status: 200,
+      headers: { 'Content-Type': 'application/json' },
+    });
+  }
+
+  const contentLength = parseInt(request.headers.get('content-length') || '0', 10);
+  if (contentLength > 51200) {
+    return new Response(JSON.stringify({ error: 'Payload too large' }), {
+      status: 413,
+      headers: { ...corsHeaders, 'Content-Type': 'application/json' },
+    });
+  }
+
+  try {
+    const { headlines, mode = 'brief', geoContext = '', variant = 'full' } = await request.json();
+
+    if (!headlines || !Array.isArray(headlines) || headlines.length === 0) {
+      return new Response(JSON.stringify({ error: 'Headlines array required' }), {
+        status: 400,
+        headers: { 'Content-Type': 'application/json' },
+      });
+    }
+
+    // Check cache first
+    const cacheKey = getCacheKey(headlines, mode, geoContext, variant);
+    const cached = await getCachedJson(cacheKey);
+    if (cached && typeof cached === 'object' && cached.summary) {
+      console.log('[Groq] Cache hit:', cacheKey);
+      return new Response(JSON.stringify({
+        summary: cached.summary,
+        model: cached.model || MODEL,
+        provider: 'cache',
+        cached: true,
+      }), {
+        status: 200,
+        headers: { 'Content-Type': 'application/json' },
+      });
+    }
+
+    // Deduplicate similar headlines (same story from multiple sources)
+    const uniqueHeadlines = deduplicateHeadlines(headlines.slice(0, 8));
+    const headlineText = uniqueHeadlines.map((h, i) => `${i + 1}. ${h}`).join('\n');
+
+    let systemPrompt, userPrompt;
+
+    // Include intelligence synthesis context in prompt if available
+    const intelSection = geoContext ? `\n\n${geoContext}` : '';
+
+    // Current date context for LLM (models may have outdated knowledge)
+    const isTechVariant = variant === 'tech';
+    const dateContext = `Current date: ${new Date().toISOString().split('T')[0]}.${isTechVariant ? '' : ' Donald Trump is the current US President (second term, inaugurated Jan 2025).'}`;
+
+    if (mode === 'brief') {
+      if (isTechVariant) {
+        // Tech variant: focus on startups, AI, funding, product launches
+        systemPrompt = `${dateContext}
+
+Summarize the key tech/startup development in 2-3 sentences.
+Rules:
+- Focus ONLY on technology, startups, AI, funding, product launches, or developer news
+- IGNORE political news, trade policy, tariffs, government actions unless directly about tech regulation
+- Lead with the company/product/technology name
+- Start directly: "OpenAI announced...", "A new $50M Series B...", "GitHub released..."
+- No bullet points, no meta-commentary`;
+      } else {
+        // Full variant: geopolitical focus
+        systemPrompt = `${dateContext}
+
+Summarize the key development in 2-3 sentences.
+Rules:
+- Lead with WHAT happened and WHERE - be specific
+- NEVER start with "Breaking news", "Good evening", "Tonight", or TV-style openings
+- Start directly with the subject: "Iran's regime...", "The US Treasury...", "Protests in..."
+- CRITICAL FOCAL POINTS are the main actors - mention them by name
+- If focal points show news + signals convergence, that's the lead
+- No bullet points, no meta-commentary`;
+      }
+      userPrompt = `Summarize the top story:\n${headlineText}${intelSection}`;
+    } else if (mode === 'analysis') {
+      if (isTechVariant) {
+        systemPrompt = `${dateContext}
+
+Analyze the tech/startup trend in 2-3 sentences.
+Rules:
+- Focus ONLY on technology implications: funding trends, AI developments, market shifts, product strategy
+- IGNORE political implications, trade wars, government unless directly about tech policy
+- Lead with the insight for tech industry
+- Connect to startup ecosystem, VC trends, or technical implications`;
+      } else {
+        systemPrompt = `${dateContext}
+
+Provide analysis in 2-3 sentences. Be direct and specific.
+Rules:
+- Lead with the insight - what's significant and why
+- NEVER start with "Breaking news", "Tonight", "The key/dominant narrative is"
+- Start with substance: "Iran faces...", "The escalation in...", "Multiple signals suggest..."
+- CRITICAL FOCAL POINTS are your main actors - explain WHY they matter
+- If focal points show news-signal correlation, flag as escalation
+- Connect dots, be specific about implications`;
+      }
+      userPrompt = isTechVariant
+        ? `What's the key tech trend or development?\n${headlineText}${intelSection}`
+        : `What's the key pattern or risk?\n${headlineText}${intelSection}`;
+    } else {
+      systemPrompt = isTechVariant
+        ? `${dateContext}\n\nSynthesize tech news in 2 sentences. Focus on startups, AI, funding, products. Ignore politics unless directly about tech regulation.`
+        : `${dateContext}\n\nSynthesize in 2 sentences max. Lead with substance. NEVER start with "Breaking news" or "Tonight" - just state the insight directly. CRITICAL focal points with news-signal convergence are significant.`;
+      userPrompt = `Key takeaway:\n${headlineText}${intelSection}`;
+    }
+
+    const response = await fetch(GROQ_API_URL, {
+      method: 'POST',
+      headers: {
+        'Authorization': `Bearer ${apiKey}`,
+        'Content-Type': 'application/json',
+      },
+      body: JSON.stringify({
+        model: MODEL,
+        messages: [
+          { role: 'system', content: systemPrompt },
+          { role: 'user', content: userPrompt },
+        ],
+        temperature: 0.3,
+        max_tokens: 150,
+        top_p: 0.9,
+      }),
+    });
+
+    if (!response.ok) {
+      const errorText = await response.text();
+      console.error('[Groq] API error:', response.status, errorText);
+
+      // Return fallback signal for rate limiting
+      if (response.status === 429) {
+        return new Response(JSON.stringify({ error: 'Rate limited', fallback: true }), {
+          status: 429,
+          headers: { 'Content-Type': 'application/json' },
+        });
+      }
+
+      return new Response(JSON.stringify({ error: 'Groq API error', fallback: true }), {
+        status: response.status,
+        headers: { 'Content-Type': 'application/json' },
+      });
+    }
+
+    const data = await response.json();
+    const summary = data.choices?.[0]?.message?.content?.trim();
+
+    if (!summary) {
+      return new Response(JSON.stringify({ error: 'Empty response', fallback: true }), {
+        status: 500,
+        headers: { 'Content-Type': 'application/json' },
+      });
+    }
+
+    // Store in cache
+    await setCachedJson(cacheKey, {
+      summary,
+      model: MODEL,
+      timestamp: Date.now(),
+    }, CACHE_TTL_SECONDS);
+
+    return new Response(JSON.stringify({
+      summary,
+      model: MODEL,
+      provider: 'groq',
+      cached: false,
+      tokens: data.usage?.total_tokens || 0,
+    }), {
+      status: 200,
+      headers: {
+        ...corsHeaders,
+        'Content-Type': 'application/json',
+        'Cache-Control': 'public, max-age=1800, s-maxage=1800, stale-while-revalidate=300',
+      },
+    });
+
+  } catch (error) {
+    console.error('[Groq] Error:', error.name, error.message, error.stack?.split('\n')[1]);
+    return new Response(JSON.stringify({
+      error: error.message,
+      errorType: error.name,
+      fallback: true
+    }), {
+      status: 500,
+      headers: { 'Content-Type': 'application/json' },
+    });
+  }
+}
diff --git a/api/hackernews.js b/api/hackernews.js
new file mode 100644
index 000000000..368c262ae
--- /dev/null
+++ b/api/hackernews.js
@@ -0,0 +1,98 @@
+export const config = { runtime: 'edge' };
+
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+
+// Fetch Hacker News front page stories
+// Uses official HackerNews Firebase API
+const ALLOWED_STORY_TYPES = new Set(['top', 'new', 'best', 'ask', 'show', 'job']);
+const DEFAULT_LIMIT = 30;
+const MAX_LIMIT = 60;
+const MAX_CONCURRENCY = 10;
+
+function parseLimit(rawLimit) {
+  const parsed = Number.parseInt(rawLimit || '', 10);
+  if (!Number.isFinite(parsed)) return DEFAULT_LIMIT;
+  return Math.max(1, Math.min(MAX_LIMIT, parsed));
+}
+
+export default async function handler(request) {
+  const cors = getCorsHeaders(request);
+  if (isDisallowedOrigin(request)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), { status: 403, headers: cors });
+  }
+  try {
+    const { searchParams } = new URL(request.url);
+    const requestedType = searchParams.get('type') || 'top';
+    const storyType = ALLOWED_STORY_TYPES.has(requestedType) ? requestedType : 'top';
+    const limit = parseLimit(searchParams.get('limit'));
+
+    // HackerNews official Firebase API
+    const storiesUrl = `https://hacker-news.firebaseio.com/v0/${storyType}stories.json`;
+
+    // Fetch story IDs
+    const storiesResponse = await fetch(storiesUrl, {
+      signal: AbortSignal.timeout(10000),
+    });
+
+    if (!storiesResponse.ok) {
+      throw new Error(`HackerNews API returned ${storiesResponse.status}`);
+    }
+
+    const storyIds = await storiesResponse.json();
+    if (!Array.isArray(storyIds)) {
+      throw new Error('HackerNews API returned unexpected payload');
+    }
+    const limitedIds = storyIds.slice(0, limit);
+
+    // Fetch story details in bounded batches to avoid unbounded fan-out.
+    const stories = [];
+    for (let i = 0; i < limitedIds.length; i += MAX_CONCURRENCY) {
+      const batchIds = limitedIds.slice(i, i + MAX_CONCURRENCY);
+      const storyPromises = batchIds.map(async (id) => {
+        const storyUrl = `https://hacker-news.firebaseio.com/v0/item/${id}.json`;
+        try {
+          const response = await fetch(storyUrl, {
+            signal: AbortSignal.timeout(5000),
+          });
+          if (response.ok) {
+            return await response.json();
+          }
+          return null;
+        } catch (error) {
+          console.error(`Failed to fetch story ${id}:`, error);
+          return null;
+        }
+      });
+      const batchResults = await Promise.all(storyPromises);
+      stories.push(...batchResults.filter((story) => story !== null));
+    }
+
+    return new Response(JSON.stringify({
+      type: storyType,
+      stories: stories,
+      total: stories.length,
+      timestamp: new Date().toISOString()
+    }), {
+      status: 200,
+      headers: {
+        'Content-Type': 'application/json',
+        ...cors,
+        'Cache-Control': 'public, max-age=300, s-maxage=300, stale-while-revalidate=60', // 5 min cache
+      },
+    });
+  } catch (error) {
+    return new Response(
+      JSON.stringify({
+        error: 'Failed to fetch Hacker News data',
+        message: error.message
+      }),
+      {
+        status: 500,
+        headers: {
+          'Content-Type': 'application/json',
+          ...cors,
+        },
+      }
+    );
+  }
+}
diff --git a/api/hapi.js b/api/hapi.js
new file mode 100644
index 000000000..6597175cf
--- /dev/null
+++ b/api/hapi.js
@@ -0,0 +1,148 @@
+// HDX HAPI (Humanitarian API) proxy
+// Returns aggregated conflict event counts per country
+// Source: ACLED data aggregated monthly by HDX
+export const config = { runtime: 'edge' };
+
+import { getCachedJson, setCachedJson } from './_upstash-cache.js';
+import { recordCacheTelemetry } from './_cache-telemetry.js';
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+
+const CACHE_KEY = 'hapi:conflict-events:v2';
+const CACHE_TTL_SECONDS = 6 * 60 * 60; // 6 hours
+const CACHE_TTL_MS = CACHE_TTL_SECONDS * 1000;
+const RESPONSE_CACHE_CONTROL = 'public, max-age=1800';
+
+// In-memory fallback when Redis is unavailable.
+let fallbackCache = { data: null, timestamp: 0 };
+
+function isValidResult(data) {
+  return Boolean(
+    data &&
+    typeof data === 'object' &&
+    Array.isArray(data.countries)
+  );
+}
+
+function toErrorMessage(error) {
+  if (error instanceof Error) return error.message;
+  return String(error || 'unknown error');
+}
+
+export default async function handler(req) {
+  const cors = getCorsHeaders(req);
+  if (isDisallowedOrigin(req)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), { status: 403, headers: cors });
+  }
+  const now = Date.now();
+  const cached = await getCachedJson(CACHE_KEY);
+  if (isValidResult(cached)) {
+    recordCacheTelemetry('/api/hapi', 'REDIS-HIT');
+    return Response.json(cached, {
+      status: 200,
+      headers: {
+        ...cors,
+        'Cache-Control': RESPONSE_CACHE_CONTROL,
+        'X-Cache': 'REDIS-HIT',
+      },
+    });
+  }
+
+  if (isValidResult(fallbackCache.data) && now - fallbackCache.timestamp < CACHE_TTL_MS) {
+    recordCacheTelemetry('/api/hapi', 'MEMORY-HIT');
+    return Response.json(fallbackCache.data, {
+      status: 200,
+      headers: {
+        ...cors,
+        'Cache-Control': RESPONSE_CACHE_CONTROL,
+        'X-Cache': 'MEMORY-HIT',
+      },
+    });
+  }
+
+  try {
+    const appId = btoa('worldmonitor:monitor@worldmonitor.app');
+    const response = await fetch(
+      `https://hapi.humdata.org/api/v2/coordination-context/conflict-events?output_format=json&limit=1000&offset=0&app_identifier=${appId}`,
+      {
+        headers: {
+          'Accept': 'application/json',
+        },
+      }
+    );
+
+    if (!response.ok) {
+      throw new Error(`HAPI API error: ${response.status}`);
+    }
+
+    const rawData = await response.json();
+    const records = rawData.data || [];
+
+    // Each record is (country, event_type, month) — aggregate across event types per country
+    // Keep only the most recent month per country
+    const byCountry = {};
+    for (const r of records) {
+      const iso3 = r.location_code || '';
+      if (!iso3) continue;
+
+      const month = r.reference_period_start || '';
+      const eventType = (r.event_type || '').toLowerCase();
+      const events = r.events || 0;
+      const fatalities = r.fatalities || 0;
+
+      if (!byCountry[iso3]) {
+        byCountry[iso3] = { iso3, locationName: r.location_name || '', month, eventsTotal: 0, eventsPoliticalViolence: 0, eventsCivilianTargeting: 0, eventsDemonstrations: 0, fatalitiesTotalPoliticalViolence: 0, fatalitiesTotalCivilianTargeting: 0 };
+      }
+
+      const c = byCountry[iso3];
+      if (month > c.month) {
+        // Newer month — reset
+        c.month = month;
+        c.eventsTotal = 0; c.eventsPoliticalViolence = 0; c.eventsCivilianTargeting = 0; c.eventsDemonstrations = 0; c.fatalitiesTotalPoliticalViolence = 0; c.fatalitiesTotalCivilianTargeting = 0;
+      }
+      if (month === c.month) {
+        c.eventsTotal += events;
+        if (eventType.includes('political_violence')) { c.eventsPoliticalViolence += events; c.fatalitiesTotalPoliticalViolence += fatalities; }
+        if (eventType.includes('civilian_targeting')) { c.eventsCivilianTargeting += events; c.fatalitiesTotalCivilianTargeting += fatalities; }
+        if (eventType.includes('demonstration')) { c.eventsDemonstrations += events; }
+      }
+    }
+
+    const result = {
+      success: true,
+      count: Object.keys(byCountry).length,
+      countries: Object.values(byCountry),
+      cached_at: new Date().toISOString(),
+    };
+
+    fallbackCache = { data: result, timestamp: now };
+    void setCachedJson(CACHE_KEY, result, CACHE_TTL_SECONDS);
+    recordCacheTelemetry('/api/hapi', 'MISS');
+
+    return Response.json(result, {
+      status: 200,
+      headers: {
+        ...cors,
+        'Cache-Control': RESPONSE_CACHE_CONTROL,
+        'X-Cache': 'MISS',
+      },
+    });
+  } catch (error) {
+    if (isValidResult(fallbackCache.data)) {
+      recordCacheTelemetry('/api/hapi', 'STALE');
+      return Response.json(fallbackCache.data, {
+        status: 200,
+        headers: {
+          ...cors,
+          'Cache-Control': 'public, max-age=300, s-maxage=300, stale-while-revalidate=60',
+          'X-Cache': 'STALE',
+        },
+      });
+    }
+
+    recordCacheTelemetry('/api/hapi', 'ERROR');
+    return Response.json({ error: `Fetch failed: ${toErrorMessage(error)}`, countries: [] }, {
+      status: 500,
+      headers: { ...cors },
+    });
+  }
+}
diff --git a/api/macro-signals.js b/api/macro-signals.js
new file mode 100644
index 000000000..24a257f40
--- /dev/null
+++ b/api/macro-signals.js
@@ -0,0 +1,284 @@
+export const config = { runtime: 'edge' };
+
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+
+const CACHE_TTL = 300;
+let cachedResponse = null;
+let cacheTimestamp = 0;
+
+async function fetchJSON(url, timeout = 8000) {
+  const controller = new AbortController();
+  const id = setTimeout(() => controller.abort(), timeout);
+  try {
+    const res = await fetch(url, { signal: controller.signal });
+    if (!res.ok) throw new Error(`HTTP ${res.status}`);
+    return await res.json();
+  } finally {
+    clearTimeout(id);
+  }
+}
+
+function rateOfChange(prices, days) {
+  if (!prices || prices.length < days + 1) return null;
+  const recent = prices[prices.length - 1];
+  const past = prices[prices.length - 1 - days];
+  if (!past || past === 0) return null;
+  return ((recent - past) / past) * 100;
+}
+
+function sma(prices, period) {
+  if (!prices || prices.length < period) return null;
+  const slice = prices.slice(-period);
+  return slice.reduce((a, b) => a + b, 0) / period;
+}
+
+function extractClosePrices(chart) {
+  try {
+    const result = chart?.chart?.result?.[0];
+    return result?.indicators?.quote?.[0]?.close?.filter(p => p != null) || [];
+  } catch {
+    return [];
+  }
+}
+
+function extractVolumes(chart) {
+  try {
+    const result = chart?.chart?.result?.[0];
+    return result?.indicators?.quote?.[0]?.volume?.filter(v => v != null) || [];
+  } catch {
+    return [];
+  }
+}
+
+function extractAlignedPriceVolume(chart) {
+  try {
+    const result = chart?.chart?.result?.[0];
+    const closes = result?.indicators?.quote?.[0]?.close || [];
+    const volumes = result?.indicators?.quote?.[0]?.volume || [];
+    const pairs = [];
+    for (let i = 0; i < closes.length; i++) {
+      if (closes[i] != null && volumes[i] != null) {
+        pairs.push({ price: closes[i], volume: volumes[i] });
+      }
+    }
+    return pairs;
+  } catch {
+    return [];
+  }
+}
+
+function buildFallbackResult() {
+  return {
+    timestamp: new Date().toISOString(),
+    verdict: 'UNKNOWN',
+    bullishCount: 0,
+    totalCount: 0,
+    signals: {
+      liquidity: { status: 'UNKNOWN', value: null, sparkline: [] },
+      flowStructure: { status: 'UNKNOWN', btcReturn5: null, qqqReturn5: null },
+      macroRegime: { status: 'UNKNOWN', qqqRoc20: null, xlpRoc20: null },
+      technicalTrend: {
+        status: 'UNKNOWN',
+        btcPrice: null,
+        sma50: null,
+        sma200: null,
+        vwap30d: null,
+        mayerMultiple: null,
+        sparkline: [],
+      },
+      hashRate: { status: 'UNKNOWN', change30d: null },
+      miningCost: { status: 'UNKNOWN' },
+      fearGreed: { status: 'UNKNOWN', value: null, history: [] },
+    },
+    meta: { qqqSparkline: [] },
+    unavailable: true,
+  };
+}
+
+export default async function handler(req) {
+  const cors = getCorsHeaders(req);
+  if (req.method === 'OPTIONS') {
+    if (isDisallowedOrigin(req)) {
+      return new Response(null, { status: 403, headers: cors });
+    }
+    return new Response(null, { status: 204, headers: cors });
+  }
+  if (isDisallowedOrigin(req)) {
+    return new Response(JSON.stringify({ error: 'Forbidden' }), { status: 403, headers: { ...cors, 'Content-Type': 'application/json' } });
+  }
+
+  const now = Date.now();
+  if (cachedResponse && now - cacheTimestamp < CACHE_TTL * 1000) {
+    return new Response(JSON.stringify(cachedResponse), {
+      headers: { ...cors, 'Content-Type': 'application/json', 'Cache-Control': `public, s-maxage=${CACHE_TTL}, stale-while-revalidate=600` },
+    });
+  }
+
+  try {
+    const yahooBase = 'https://query1.finance.yahoo.com/v8/finance/chart';
+    const [jpyChart, btcChart, qqqChart, xlpChart, fearGreed, mempoolHash] = await Promise.allSettled([
+      fetchJSON(`${yahooBase}/JPY=X?range=1y&interval=1d`),
+      fetchJSON(`${yahooBase}/BTC-USD?range=1y&interval=1d`),
+      fetchJSON(`${yahooBase}/QQQ?range=1y&interval=1d`),
+      fetchJSON(`${yahooBase}/XLP?range=1y&interval=1d`),
+      fetchJSON('https://api.alternative.me/fng/?limit=30&format=json'),
+      fetchJSON('https://mempool.space/api/v1/mining/hashrate/1m'),
+    ]);
+
+    const jpyPrices = jpyChart.status === 'fulfilled' ? extractClosePrices(jpyChart.value) : [];
+    const btcPrices = btcChart.status === 'fulfilled' ? extractClosePrices(btcChart.value) : [];
+    const btcVolumes = btcChart.status === 'fulfilled' ? extractVolumes(btcChart.value) : [];
+    const btcAligned = btcChart.status === 'fulfilled' ? extractAlignedPriceVolume(btcChart.value) : [];
+    const qqqPrices = qqqChart.status === 'fulfilled' ? extractClosePrices(qqqChart.value) : [];
+    const xlpPrices = xlpChart.status === 'fulfilled' ? extractClosePrices(xlpChart.value) : [];
+
+    // 1. Liquidity Signal (JPY 30d ROC)
+    const jpyRoc30 = rateOfChange(jpyPrices, 30);
+    const liquidityStatus = jpyRoc30 !== null
+      ? (jpyRoc30 < -2 ? 'SQUEEZE' : 'NORMAL')
+      : 'UNKNOWN';
+
+    // 2. Flow Structure (BTC vs QQQ 5d return)
+    const btcReturn5 = rateOfChange(btcPrices, 5);
+    const qqqReturn5 = rateOfChange(qqqPrices, 5);
+    let flowStatus = 'UNKNOWN';
+    if (btcReturn5 !== null && qqqReturn5 !== null) {
+      const gap = btcReturn5 - qqqReturn5;
+      flowStatus = Math.abs(gap) > 5 ? 'PASSIVE GAP' : 'ALIGNED';
+    }
+
+    // 3. Macro Regime (QQQ/XLP 20d ROC)
+    const qqqRoc20 = rateOfChange(qqqPrices, 20);
+    const xlpRoc20 = rateOfChange(xlpPrices, 20);
+    let regimeStatus = 'UNKNOWN';
+    if (qqqRoc20 !== null && xlpRoc20 !== null) {
+      regimeStatus = qqqRoc20 > xlpRoc20 ? 'RISK-ON' : 'DEFENSIVE';
+    }
+
+    // 4. Technical Trend (BTC vs SMA50 + VWAP)
+    const btcSma50 = sma(btcPrices, 50);
+    const btcSma200 = sma(btcPrices, 200);
+    const btcCurrent = btcPrices.length > 0 ? btcPrices[btcPrices.length - 1] : null;
+
+    // Compute VWAP from aligned price/volume pairs (30d)
+    let btcVwap = null;
+    if (btcAligned.length >= 30) {
+      const last30 = btcAligned.slice(-30);
+      let sumPV = 0, sumV = 0;
+      for (const { price, volume } of last30) {
+        sumPV += price * volume;
+        sumV += volume;
+      }
+      if (sumV > 0) btcVwap = +(sumPV / sumV).toFixed(0);
+    }
+
+    let trendStatus = 'UNKNOWN';
+    let mayerMultiple = null;
+    if (btcCurrent && btcSma50) {
+      const aboveSma = btcCurrent > btcSma50 * 1.02;
+      const belowSma = btcCurrent < btcSma50 * 0.98;
+      const aboveVwap = btcVwap ? btcCurrent > btcVwap : null;
+      if (aboveSma && aboveVwap !== false) trendStatus = 'BULLISH';
+      else if (belowSma && aboveVwap !== true) trendStatus = 'BEARISH';
+      else trendStatus = 'NEUTRAL';
+    }
+    if (btcCurrent && btcSma200) {
+      mayerMultiple = +(btcCurrent / btcSma200).toFixed(2);
+    }
+
+    // 5. Hash Rate
+    let hashStatus = 'UNKNOWN';
+    let hashChange = null;
+    if (mempoolHash.status === 'fulfilled') {
+      const hr = mempoolHash.value?.hashrates || mempoolHash.value;
+      if (Array.isArray(hr) && hr.length >= 2) {
+        const recent = hr[hr.length - 1]?.avgHashrate || hr[hr.length - 1];
+        const older = hr[0]?.avgHashrate || hr[0];
+        if (recent && older && older > 0) {
+          hashChange = +((recent - older) / older * 100).toFixed(1);
+          hashStatus = hashChange > 3 ? 'GROWING' : hashChange < -3 ? 'DECLINING' : 'STABLE';
+        }
+      }
+    }
+
+    // 6. Mining Cost (hashrate-based model)
+    let miningStatus = 'UNKNOWN';
+    if (btcCurrent && hashChange !== null) {
+      miningStatus = btcCurrent > 60000 ? 'PROFITABLE' : btcCurrent > 40000 ? 'TIGHT' : 'SQUEEZE';
+    }
+
+    // 7. Fear & Greed
+    let fgValue = null;
+    let fgLabel = 'UNKNOWN';
+    let fgHistory = [];
+    if (fearGreed.status === 'fulfilled' && fearGreed.value?.data) {
+      const data = fearGreed.value.data;
+      const parsed = parseInt(data[0]?.value, 10);
+      fgValue = Number.isFinite(parsed) ? parsed : null;
+      fgLabel = data[0]?.value_classification || 'UNKNOWN';
+      fgHistory = data.slice(0, 30).map(d => ({
+        value: parseInt(d.value, 10),
+        date: new Date(parseInt(d.timestamp, 10) * 1000).toISOString().slice(0, 10),
+      })).reverse();
+    }
+
+    // Sparkline data
+    const btcSparkline = btcPrices.slice(-30);
+    const qqqSparkline = qqqPrices.slice(-30);
+    const jpySparkline = jpyPrices.slice(-30);
+
+    // Overall Verdict
+    let bullishCount = 0;
+    let totalCount = 0;
+    const signals = [
+      { name: 'Liquidity', status: liquidityStatus, bullish: liquidityStatus === 'NORMAL' },
+      { name: 'Flow Structure', status: flowStatus, bullish: flowStatus === 'ALIGNED' },
+      { name: 'Macro Regime', status: regimeStatus, bullish: regimeStatus === 'RISK-ON' },
+      { name: 'Technical Trend', status: trendStatus, bullish: trendStatus === 'BULLISH' },
+      { name: 'Hash Rate', status: hashStatus, bullish: hashStatus === 'GROWING' },
+      { name: 'Mining Cost', status: miningStatus, bullish: miningStatus === 'PROFITABLE' },
+      { name: 'Fear & Greed', status: fgLabel, bullish: fgValue !== null && fgValue > 50 },
+    ];
+
+    for (const s of signals) {
+      if (s.status !== 'UNKNOWN') {
+        totalCount++;
+        if (s.bullish) bullishCount++;
+      }
+    }
+
+    const verdict = totalCount === 0 ? 'UNKNOWN' : (bullishCount / totalCount >= 0.57 ? 'BUY' : 'CASH');
+
+    const result = {
+      timestamp: new Date().toISOString(),
+      verdict,
+      bullishCount,
+      totalCount,
+      signals: {
+        liquidity: { status: liquidityStatus, value: jpyRoc30 !== null ? +jpyRoc30.toFixed(2) : null, sparkline: jpySparkline },
+        flowStructure: { status: flowStatus, btcReturn5: btcReturn5 !== null ? +btcReturn5.toFixed(2) : null, qqqReturn5: qqqReturn5 !== null ? +qqqReturn5.toFixed(2) : null },
+        macroRegime: { status: regimeStatus, qqqRoc20: qqqRoc20 !== null ? +qqqRoc20.toFixed(2) : null, xlpRoc20: xlpRoc20 !== null ? +xlpRoc20.toFixed(2) : null },
+        technicalTrend: { status: trendStatus, btcPrice: btcCurrent, sma50: btcSma50 ? +btcSma50.toFixed(0) : null, sma200: btcSma200 ? +btcSma200.toFixed(0) : null, vwap30d: btcVwap, mayerMultiple, sparkline: btcSparkline },
+        hashRate: { status: hashStatus, change30d: hashChange },
+        miningCost: { status: miningStatus },
+        fearGreed: { status: fgLabel, value: fgValue, history: fgHistory },
+      },
+      meta: { qqqSparkline },
+    };
+
+    cachedResponse = result;
+    cacheTimestamp = now;
+
+    return new Response(JSON.stringify(result), {
+      headers: { ...cors, 'Content-Type': 'application/json', 'Cache-Control': `public, s-maxage=${CACHE_TTL}, stale-while-revalidate=600` },
+    });
+  } catch (err) {
+    const fallback = cachedResponse || buildFallbackResult();
+    cachedResponse = fallback;
+    cacheTimestamp = now;
+    return new Response(JSON.stringify(fallback), {
+      status: 200,
+      headers: { ...cors, 'Content-Type': 'application/json', 'Cache-Control': 'public, max-age=30, s-maxage=60, stale-while-revalidate=30' },
+    });
+  }
+}
diff --git a/api/nga-warnings.js b/api/nga-warnings.js
new file mode 100644
index 000000000..71aa2bac8
--- /dev/null
+++ b/api/nga-warnings.js
@@ -0,0 +1,25 @@
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+
+export const config = { runtime: 'edge' };
+
+export default async function handler(req) {
+  const cors = getCorsHeaders(req);
+  if (isDisallowedOrigin(req)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), { status: 403, headers: cors });
+  }
+  try {
+    const response = await fetch(
+      'https://msi.nga.mil/api/publications/broadcast-warn?output=json&status=A'
+    );
+    const data = await response.text();
+    return new Response(data, {
+      status: response.status,
+      headers: { 'Content-Type': 'application/json', ...cors, 'Cache-Control': 'public, max-age=300, s-maxage=300, stale-while-revalidate=60' },
+    });
+  } catch (error) {
+    return new Response(JSON.stringify({ error: error.message }), {
+      status: 500,
+      headers: { 'Content-Type': 'application/json' },
+    });
+  }
+}
diff --git a/api/og-story.js b/api/og-story.js
new file mode 100644
index 000000000..a5a0b1bbf
--- /dev/null
+++ b/api/og-story.js
@@ -0,0 +1,224 @@
+/**
+ * Dynamic OG Image Generator for Story Sharing
+ * Returns an SVG image (1200x630) — rich intelligence card for social previews.
+ */
+
+const COUNTRY_NAMES = {
+  UA: 'Ukraine', RU: 'Russia', CN: 'China', US: 'United States',
+  IR: 'Iran', IL: 'Israel', TW: 'Taiwan', KP: 'North Korea',
+  SA: 'Saudi Arabia', TR: 'Turkey', PL: 'Poland', DE: 'Germany',
+  FR: 'France', GB: 'United Kingdom', IN: 'India', PK: 'Pakistan',
+  SY: 'Syria', YE: 'Yemen', MM: 'Myanmar', VE: 'Venezuela',
+};
+
+const LEVEL_COLORS = {
+  critical: '#ef4444', high: '#f97316', elevated: '#eab308',
+  normal: '#22c55e', low: '#3b82f6',
+};
+
+const LEVEL_LABELS = {
+  critical: 'CRITICAL INSTABILITY',
+  high: 'HIGH INSTABILITY',
+  elevated: 'ELEVATED INSTABILITY',
+  normal: 'STABLE',
+  low: 'LOW RISK',
+};
+
+export default function handler(req, res) {
+  const url = new URL(req.url, `https://${req.headers.host}`);
+  const countryCode = (url.searchParams.get('c') || '').toUpperCase();
+  const type = url.searchParams.get('t') || 'ciianalysis';
+  const score = url.searchParams.get('s');
+  const level = url.searchParams.get('l') || 'normal';
+
+  const countryName = COUNTRY_NAMES[countryCode] || countryCode || 'Global';
+  const levelColor = LEVEL_COLORS[level] || '#eab308';
+  const levelLabel = LEVEL_LABELS[level] || 'MONITORING';
+  const parsedScore = score ? Number.parseInt(score, 10) : Number.NaN;
+  const scoreNum = Number.isFinite(parsedScore)
+    ? Math.max(0, Math.min(100, parsedScore))
+    : null;
+  const dateStr = new Date().toISOString().slice(0, 10);
+
+  // Score arc (semicircle gauge)
+  const arcRadius = 90;
+  const arcCx = 960;
+  const arcCy = 340;
+  const scoreAngle = scoreNum !== null ? (scoreNum / 100) * Math.PI : 0;
+  const arcEndX = arcCx - arcRadius * Math.cos(scoreAngle);
+  const arcEndY = arcCy - arcRadius * Math.sin(scoreAngle);
+  const largeArc = scoreNum > 50 ? 1 : 0;
+
+  const svg = `<svg xmlns="http://www.w3.org/2000/svg" width="1200" height="630" viewBox="0 0 1200 630">
+  <defs>
+    <linearGradient id="bg" x1="0" y1="0" x2="1" y2="1">
+      <stop offset="0%" stop-color="#0c0c18"/>
+      <stop offset="100%" stop-color="#0a0a12"/>
+    </linearGradient>
+    <linearGradient id="sidebar" x1="0" y1="0" x2="0" y2="1">
+      <stop offset="0%" stop-color="${levelColor}"/>
+      <stop offset="100%" stop-color="${levelColor}88"/>
+    </linearGradient>
+  </defs>
+
+  <!-- Background -->
+  <rect width="1200" height="630" fill="url(#bg)"/>
+
+  <!-- Left accent sidebar -->
+  <rect x="0" y="0" width="8" height="630" fill="url(#sidebar)"/>
+
+  <!-- Top accent line -->
+  <rect x="8" y="0" width="1192" height="3" fill="${levelColor}" opacity="0.4"/>
+
+  <!-- Subtle grid -->
+  <g opacity="0.03">
+    ${Array.from({length: 30}, (_, i) => `<line x1="${i*40}" y1="0" x2="${i*40}" y2="630" stroke="#fff" stroke-width="1"/>`).join('\n    ')}
+    ${Array.from({length: 16}, (_, i) => `<line x1="0" y1="${i*40}" x2="1200" y2="${i*40}" stroke="#fff" stroke-width="1"/>`).join('\n    ')}
+  </g>
+
+  <!-- WORLDMONITOR brand -->
+  <text x="60" y="56" font-family="system-ui, -apple-system, sans-serif" font-size="18" font-weight="700" fill="${levelColor}" letter-spacing="6"
+    >WORLDMONITOR</text>
+
+  <!-- Status pill -->
+  <rect x="290" y="38" width="${levelLabel.length * 9 + 24}" height="26" rx="13" fill="${levelColor}" opacity="0.15"/>
+  <text x="${290 + (levelLabel.length * 9 + 24) / 2}" y="56" font-family="system-ui, sans-serif" font-size="13" font-weight="700" fill="${levelColor}" text-anchor="middle"
+    >${levelLabel}</text>
+
+  <!-- Date -->
+  <text x="1140" y="56" font-family="system-ui, sans-serif" font-size="16" fill="#666" text-anchor="end"
+    >${dateStr}</text>
+
+  <!-- Separator -->
+  <line x1="60" y1="76" x2="1140" y2="76" stroke="#222" stroke-width="1"/>
+
+  <!-- Country name (large) -->
+  <text x="60" y="160" font-family="system-ui, -apple-system, sans-serif" font-size="82" font-weight="800" fill="#ffffff" letter-spacing="-1"
+    >${escapeXml(countryName.toUpperCase())}</text>
+
+  <!-- Country code badge -->
+  <rect x="1060" y="120" width="80" height="44" rx="8" fill="rgba(255,255,255,0.08)" stroke="${levelColor}" stroke-width="1" stroke-opacity="0.3"/>
+  <text x="1100" y="150" font-family="system-ui, sans-serif" font-size="24" font-weight="700" fill="#aaa" text-anchor="middle"
+    >${escapeXml(countryCode)}</text>
+
+  <!-- Subtitle -->
+  <text x="60" y="200" font-family="system-ui, sans-serif" font-size="22" fill="#666" letter-spacing="3"
+    >INTELLIGENCE BRIEF</text>
+
+  ${scoreNum !== null ? `
+  <!-- LEFT COLUMN: Data cards -->
+  <!-- CII Score large display -->
+  <text x="60" y="310" font-family="system-ui, -apple-system, sans-serif" font-size="120" font-weight="800" fill="${levelColor}"
+    >${scoreNum}</text>
+  <text x="${60 + String(scoreNum).length * 68}" y="310" font-family="system-ui, sans-serif" font-size="48" fill="#555"
+    >/100</text>
+  <text x="60" y="345" font-family="system-ui, sans-serif" font-size="18" fill="#777" letter-spacing="4"
+    >INSTABILITY INDEX</text>
+
+  <!-- Score bar (full width left column) -->
+  <rect x="60" y="370" width="560" height="12" rx="6" fill="#1a1a2e"/>
+  <rect x="60" y="370" width="${Math.min(scoreNum, 100) * 5.6}" height="12" rx="6" fill="${levelColor}"/>
+
+  <!-- Tick marks -->
+  <line x1="200" y1="370" x2="200" y2="382" stroke="#333" stroke-width="1"/>
+  <line x1="340" y1="370" x2="340" y2="382" stroke="#333" stroke-width="1"/>
+  <line x1="480" y1="370" x2="480" y2="382" stroke="#333" stroke-width="1"/>
+  <text x="60" y="402" font-family="system-ui, sans-serif" font-size="12" fill="#555">0</text>
+  <text x="197" y="402" font-family="system-ui, sans-serif" font-size="12" fill="#555">25</text>
+  <text x="334" y="402" font-family="system-ui, sans-serif" font-size="12" fill="#555">50</text>
+  <text x="474" y="402" font-family="system-ui, sans-serif" font-size="12" fill="#555">75</text>
+  <text x="600" y="402" font-family="system-ui, sans-serif" font-size="12" fill="#555">100</text>
+
+  <!-- RIGHT COLUMN: Score arc gauge -->
+  <!-- Arc background -->
+  <path d="M ${arcCx - arcRadius},${arcCy} A ${arcRadius} ${arcRadius} 0 1 1 ${arcCx + arcRadius},${arcCy}"
+    fill="none" stroke="#1a1a2e" stroke-width="16" stroke-linecap="round"/>
+  <!-- Arc fill -->
+  ${scoreNum > 0 ? `<path d="M ${arcCx + arcRadius},${arcCy} A ${arcRadius} ${arcRadius} 0 ${largeArc} 0 ${arcEndX.toFixed(1)},${arcEndY.toFixed(1)}"
+    fill="none" stroke="${levelColor}" stroke-width="16" stroke-linecap="round"/>` : ''}
+  <!-- Score in center of arc -->
+  <text x="${arcCx}" y="${arcCy - 20}" font-family="system-ui, -apple-system, sans-serif" font-size="52" font-weight="800" fill="${levelColor}" text-anchor="middle"
+    >${scoreNum}</text>
+  <text x="${arcCx}" y="${arcCy + 10}" font-family="system-ui, sans-serif" font-size="18" fill="#888" text-anchor="middle"
+    >/100</text>
+
+  <!-- Level badge under arc -->
+  <rect x="${arcCx - (level.length * 10 + 20) / 2}" y="${arcCy + 24}" width="${level.length * 10 + 20}" height="30" rx="6" fill="${levelColor}"/>
+  <text x="${arcCx}" y="${arcCy + 45}" font-family="system-ui, sans-serif" font-size="16" font-weight="700" fill="#fff" text-anchor="middle"
+    >${level.toUpperCase()}</text>
+
+  <!-- Data indicators row -->
+  <line x1="60" y1="430" x2="1140" y2="430" stroke="#222" stroke-width="1"/>
+
+  <rect x="60" y="448" width="10" height="10" rx="2" fill="#ef4444"/>
+  <text x="80" y="458" font-family="system-ui, sans-serif" font-size="15" fill="#aaa">Threat Classification</text>
+
+  <rect x="260" y="448" width="10" height="10" rx="2" fill="#f97316"/>
+  <text x="280" y="458" font-family="system-ui, sans-serif" font-size="15" fill="#aaa">Military Posture</text>
+
+  <rect x="440" y="448" width="10" height="10" rx="2" fill="#eab308"/>
+  <text x="460" y="458" font-family="system-ui, sans-serif" font-size="15" fill="#aaa">Prediction Markets</text>
+
+  <rect x="650" y="448" width="10" height="10" rx="2" fill="#8b5cf6"/>
+  <text x="670" y="458" font-family="system-ui, sans-serif" font-size="15" fill="#aaa">Signal Convergence</text>
+
+  <rect x="860" y="448" width="10" height="10" rx="2" fill="#3b82f6"/>
+  <text x="880" y="458" font-family="system-ui, sans-serif" font-size="15" fill="#aaa">Active Signals</text>
+
+  ` : `
+  <!-- No score available — show feature overview -->
+  <text x="60" y="290" font-family="system-ui, -apple-system, sans-serif" font-size="40" fill="#ddd" font-weight="600"
+    >Real-time intelligence analysis</text>
+
+  <line x1="60" y1="320" x2="1140" y2="320" stroke="#222" stroke-width="1"/>
+
+  <!-- Feature cards -->
+  <rect x="60" y="345" width="250" height="80" rx="8" fill="#111" stroke="#222" stroke-width="1"/>
+  <text x="80" y="375" font-family="system-ui, sans-serif" font-size="16" fill="${levelColor}" font-weight="700">Instability Index</text>
+  <text x="80" y="400" font-family="system-ui, sans-serif" font-size="13" fill="#888">20 countries monitored</text>
+
+  <rect x="330" y="345" width="250" height="80" rx="8" fill="#111" stroke="#222" stroke-width="1"/>
+  <text x="350" y="375" font-family="system-ui, sans-serif" font-size="16" fill="#f97316" font-weight="700">Military Tracking</text>
+  <text x="350" y="400" font-family="system-ui, sans-serif" font-size="13" fill="#888">Live flights &amp; vessels</text>
+
+  <rect x="600" y="345" width="250" height="80" rx="8" fill="#111" stroke="#222" stroke-width="1"/>
+  <text x="620" y="375" font-family="system-ui, sans-serif" font-size="16" fill="#eab308" font-weight="700">Prediction Markets</text>
+  <text x="620" y="400" font-family="system-ui, sans-serif" font-size="13" fill="#888">Polymarket integration</text>
+
+  <rect x="870" y="345" width="270" height="80" rx="8" fill="#111" stroke="#222" stroke-width="1"/>
+  <text x="890" y="375" font-family="system-ui, sans-serif" font-size="16" fill="#8b5cf6" font-weight="700">Signal Convergence</text>
+  <text x="890" y="400" font-family="system-ui, sans-serif" font-size="13" fill="#888">Multi-source correlation</text>
+  `}
+
+  <!-- Bottom bar -->
+  <rect x="0" y="490" width="1200" height="140" fill="#080810"/>
+  <line x1="0" y1="490" x2="1200" y2="490" stroke="#222" stroke-width="1"/>
+
+  <!-- Logo area -->
+  <circle cx="92" cy="545" r="24" fill="none" stroke="${levelColor}" stroke-width="2"/>
+  <text x="92" y="551" font-family="system-ui, sans-serif" font-size="18" font-weight="800" fill="${levelColor}" text-anchor="middle"
+    >W</text>
+
+  <text x="130" y="538" font-family="system-ui, -apple-system, sans-serif" font-size="22" font-weight="700" fill="#ddd" letter-spacing="3"
+    >WORLDMONITOR</text>
+  <text x="130" y="562" font-family="system-ui, sans-serif" font-size="15" fill="#777"
+    >Real-time global intelligence monitoring</text>
+
+  <!-- CTA -->
+  <rect x="920" y="524" width="220" height="42" rx="21" fill="${levelColor}"/>
+  <text x="1030" y="551" font-family="system-ui, sans-serif" font-size="16" font-weight="700" fill="#fff" text-anchor="middle"
+    >VIEW FULL BRIEF →</text>
+
+  <!-- URL + date -->
+  <text x="60" y="610" font-family="system-ui, sans-serif" font-size="14" fill="#555"
+    >worldmonitor.app · ${dateStr} · Free &amp; open source</text>
+</svg>`;
+
+  res.setHeader('Content-Type', 'image/svg+xml');
+  res.setHeader('Cache-Control', 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600');
+  res.status(200).send(svg);
+}
+
+function escapeXml(str) {
+  return str.replace(/&/g, '&amp;').replace(/</g, '&lt;').replace(/>/g, '&gt;').replace(/"/g, '&quot;');
+}
diff --git a/api/openrouter-summarize.js b/api/openrouter-summarize.js
new file mode 100644
index 000000000..419f6d949
--- /dev/null
+++ b/api/openrouter-summarize.js
@@ -0,0 +1,275 @@
+/**
+ * OpenRouter API Summarization Endpoint with Redis Caching
+ * Fallback when Groq is rate-limited
+ * Uses Llama 3.3 70B free model
+ * Free tier: 50 requests/day (20/min)
+ * Server-side Redis cache for cross-user deduplication
+ */
+
+import { getCachedJson, setCachedJson, hashString } from './_upstash-cache.js';
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+
+export const config = {
+  runtime: 'edge',
+};
+
+const OPENROUTER_API_URL = 'https://openrouter.ai/api/v1/chat/completions';
+const MODEL = 'meta-llama/llama-3.3-70b-instruct:free';
+const CACHE_TTL_SECONDS = 86400; // 24 hours
+
+const CACHE_VERSION = 'v3';
+
+function getCacheKey(headlines, mode, geoContext = '', variant = 'full') {
+  const sorted = headlines.slice(0, 8).sort().join('|');
+  const geoHash = geoContext ? ':g' + hashString(geoContext).slice(0, 6) : '';
+  const hash = hashString(`${mode}:${sorted}`);
+  return `summary:${CACHE_VERSION}:${variant}:${hash}${geoHash}`;
+}
+
+// Deduplicate similar headlines (same story from different sources)
+function deduplicateHeadlines(headlines) {
+  const seen = new Set();
+  const unique = [];
+
+  for (const headline of headlines) {
+    // Normalize: lowercase, remove punctuation, collapse whitespace
+    const normalized = headline.toLowerCase()
+      .replace(/[^\w\s]/g, '')
+      .replace(/\s+/g, ' ')
+      .trim();
+
+    // Extract key words (4+ chars) for similarity check
+    const words = new Set(normalized.split(' ').filter(w => w.length >= 4));
+
+    // Check if this headline is too similar to any we've seen
+    let isDuplicate = false;
+    for (const seenWords of seen) {
+      const intersection = [...words].filter(w => seenWords.has(w));
+      const similarity = intersection.length / Math.min(words.size, seenWords.size);
+      if (similarity > 0.6) {
+        isDuplicate = true;
+        break;
+      }
+    }
+
+    if (!isDuplicate) {
+      seen.add(words);
+      unique.push(headline);
+    }
+  }
+
+  return unique;
+}
+
+export default async function handler(request) {
+  const corsHeaders = getCorsHeaders(request, 'POST, OPTIONS');
+
+  if (request.method === 'OPTIONS') {
+    return new Response(null, { status: 204, headers: corsHeaders });
+  }
+
+  if (request.method !== 'POST') {
+    return new Response(JSON.stringify({ error: 'Method not allowed' }), {
+      status: 405,
+      headers: { ...corsHeaders, 'Content-Type': 'application/json' },
+    });
+  }
+
+  if (isDisallowedOrigin(request)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), {
+      status: 403,
+      headers: { 'Content-Type': 'application/json' },
+    });
+  }
+
+  const apiKey = process.env.OPENROUTER_API_KEY;
+  if (!apiKey) {
+    return new Response(JSON.stringify({ summary: null, fallback: true, skipped: true, reason: 'OPENROUTER_API_KEY not configured' }), {
+      status: 200,
+      headers: { 'Content-Type': 'application/json' },
+    });
+  }
+
+  const contentLength = parseInt(request.headers.get('content-length') || '0', 10);
+  if (contentLength > 51200) {
+    return new Response(JSON.stringify({ error: 'Payload too large' }), {
+      status: 413,
+      headers: { ...corsHeaders, 'Content-Type': 'application/json' },
+    });
+  }
+
+  try {
+    const { headlines, mode = 'brief', geoContext = '', variant = 'full' } = await request.json();
+
+    if (!headlines || !Array.isArray(headlines) || headlines.length === 0) {
+      return new Response(JSON.stringify({ error: 'Headlines array required' }), {
+        status: 400,
+        headers: { 'Content-Type': 'application/json' },
+      });
+    }
+
+    // Check cache first (shared with Groq endpoint)
+    const cacheKey = getCacheKey(headlines, mode, geoContext, variant);
+    const cached = await getCachedJson(cacheKey);
+    if (cached && typeof cached === 'object' && cached.summary) {
+      console.log('[OpenRouter] Cache hit:', cacheKey);
+      return new Response(JSON.stringify({
+        summary: cached.summary,
+        model: cached.model || MODEL,
+        provider: 'cache',
+        cached: true,
+      }), {
+        status: 200,
+        headers: { 'Content-Type': 'application/json' },
+      });
+    }
+
+    // Deduplicate similar headlines (same story from different sources)
+    const uniqueHeadlines = deduplicateHeadlines(headlines.slice(0, 8));
+    const headlineText = uniqueHeadlines.map((h, i) => `${i + 1}. ${h}`).join('\n');
+
+    let systemPrompt, userPrompt;
+
+    // Include intelligence synthesis context in prompt if available
+    const intelSection = geoContext ? `\n\n${geoContext}` : '';
+
+    // Current date context for LLM (models may have outdated knowledge)
+    const isTechVariant = variant === 'tech';
+    const dateContext = `Current date: ${new Date().toISOString().split('T')[0]}.${isTechVariant ? '' : ' Donald Trump is the current US President (second term, inaugurated Jan 2025).'}`;
+
+    if (mode === 'brief') {
+      if (isTechVariant) {
+        // Tech variant: focus on startups, AI, funding, product launches
+        systemPrompt = `${dateContext}
+
+Summarize the key tech/startup development in 2-3 sentences.
+Rules:
+- Focus ONLY on technology, startups, AI, funding, product launches, or developer news
+- IGNORE political news, trade policy, tariffs, government actions unless directly about tech regulation
+- Lead with the company/product/technology name
+- Start directly: "OpenAI announced...", "A new $50M Series B...", "GitHub released..."
+- No bullet points, no meta-commentary`;
+      } else {
+        // Full variant: geopolitical focus
+        systemPrompt = `${dateContext}
+
+Summarize the key development in 2-3 sentences.
+Rules:
+- Lead with WHAT happened and WHERE - be specific
+- NEVER start with "Breaking news", "Good evening", "Tonight", or TV-style openings
+- Start directly with the subject: "Iran's regime...", "The US Treasury...", "Protests in..."
+- CRITICAL FOCAL POINTS are the main actors - mention them by name
+- If focal points show news + signals convergence, that's the lead
+- No bullet points, no meta-commentary`;
+      }
+      userPrompt = `Summarize the top story:\n${headlineText}${intelSection}`;
+    } else if (mode === 'analysis') {
+      if (isTechVariant) {
+        systemPrompt = `${dateContext}
+
+Analyze the tech/startup trend in 2-3 sentences.
+Rules:
+- Focus ONLY on technology implications: funding trends, AI developments, market shifts, product strategy
+- IGNORE political implications, trade wars, government unless directly about tech policy
+- Lead with the insight for tech industry
+- Connect to startup ecosystem, VC trends, or technical implications`;
+      } else {
+        systemPrompt = `${dateContext}
+
+Provide analysis in 2-3 sentences. Be direct and specific.
+Rules:
+- Lead with the insight - what's significant and why
+- NEVER start with "Breaking news", "Tonight", "The key/dominant narrative is"
+- Start with substance: "Iran faces...", "The escalation in...", "Multiple signals suggest..."
+- CRITICAL FOCAL POINTS are your main actors - explain WHY they matter
+- If focal points show news-signal correlation, flag as escalation
+- Connect dots, be specific about implications`;
+      }
+      userPrompt = isTechVariant
+        ? `What's the key tech trend or development?\n${headlineText}${intelSection}`
+        : `What's the key pattern or risk?\n${headlineText}${intelSection}`;
+    } else {
+      systemPrompt = isTechVariant
+        ? `${dateContext}\n\nSynthesize tech news in 2 sentences. Focus on startups, AI, funding, products. Ignore politics unless directly about tech regulation.`
+        : `${dateContext}\n\nSynthesize in 2 sentences max. Lead with substance. NEVER start with "Breaking news" or "Tonight" - just state the insight directly. CRITICAL focal points with news-signal convergence are significant.`;
+      userPrompt = `Key takeaway:\n${headlineText}${intelSection}`;
+    }
+
+    const response = await fetch(OPENROUTER_API_URL, {
+      method: 'POST',
+      headers: {
+        'Authorization': `Bearer ${apiKey}`,
+        'Content-Type': 'application/json',
+        'HTTP-Referer': 'https://worldmonitor.app',
+        'X-Title': 'WorldMonitor',
+      },
+      body: JSON.stringify({
+        model: MODEL,
+        messages: [
+          { role: 'system', content: systemPrompt },
+          { role: 'user', content: userPrompt },
+        ],
+        temperature: 0.3,
+        max_tokens: 150,
+        top_p: 0.9,
+      }),
+    });
+
+    if (!response.ok) {
+      const errorText = await response.text();
+      console.error('[OpenRouter] API error:', response.status, errorText);
+
+      // Return fallback signal for rate limiting
+      if (response.status === 429) {
+        return new Response(JSON.stringify({ error: 'Rate limited', fallback: true }), {
+          status: 429,
+          headers: { 'Content-Type': 'application/json' },
+        });
+      }
+
+      return new Response(JSON.stringify({ error: 'OpenRouter API error', fallback: true }), {
+        status: response.status,
+        headers: { 'Content-Type': 'application/json' },
+      });
+    }
+
+    const data = await response.json();
+    const summary = data.choices?.[0]?.message?.content?.trim();
+
+    if (!summary) {
+      return new Response(JSON.stringify({ error: 'Empty response', fallback: true }), {
+        status: 500,
+        headers: { 'Content-Type': 'application/json' },
+      });
+    }
+
+    // Store in cache (shared with Groq endpoint)
+    await setCachedJson(cacheKey, {
+      summary,
+      model: MODEL,
+      timestamp: Date.now(),
+    }, CACHE_TTL_SECONDS);
+
+    return new Response(JSON.stringify({
+      summary,
+      model: MODEL,
+      provider: 'openrouter',
+      cached: false,
+      tokens: data.usage?.total_tokens || 0,
+    }), {
+      status: 200,
+      headers: {
+        ...corsHeaders,
+        'Content-Type': 'application/json',
+        'Cache-Control': 'public, max-age=1800, s-maxage=1800, stale-while-revalidate=300',
+      },
+    });
+
+  } catch (error) {
+    console.error('[OpenRouter] Error:', error);
+    return new Response(JSON.stringify({ error: error.message, fallback: true }), {
+      status: 500,
+      headers: { 'Content-Type': 'application/json' },
+    });
+  }
+}
diff --git a/api/opensky.js b/api/opensky.js
new file mode 100644
index 000000000..a196a9807
--- /dev/null
+++ b/api/opensky.js
@@ -0,0 +1,73 @@
+// OpenSky Network API proxy - v3
+// Note: OpenSky seems to block some cloud provider IPs
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+
+export const config = { runtime: 'edge' };
+
+export default async function handler(req) {
+  const cors = getCorsHeaders(req);
+  if (isDisallowedOrigin(req)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), { status: 403, headers: cors });
+  }
+  const url = new URL(req.url);
+
+  // Build OpenSky API URL with bounding box params
+  const params = new URLSearchParams();
+  ['lamin', 'lomin', 'lamax', 'lomax'].forEach(key => {
+    const val = url.searchParams.get(key);
+    if (val) params.set(key, val);
+  });
+
+  const openskyUrl = `https://opensky-network.org/api/states/all${params.toString() ? '?' + params.toString() : ''}`;
+
+  try {
+    // Try fetching with different headers to avoid blocks
+    const response = await fetch(openskyUrl, {
+      headers: {
+        'Accept': 'application/json',
+        'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36',
+        'Accept-Language': 'en-US,en;q=0.9',
+        'Accept-Encoding': 'gzip, deflate, br',
+        'Connection': 'keep-alive',
+      },
+    });
+
+    if (response.status === 429) {
+      return Response.json({ error: 'Rate limited', time: Date.now(), states: null }, {
+        status: 429,
+        headers: cors,
+      });
+    }
+
+    // Check if response is OK
+    if (!response.ok) {
+      const text = await response.text();
+      return Response.json({
+        error: `OpenSky HTTP ${response.status}: ${text.substring(0, 200)}`,
+        time: Date.now(),
+        states: null
+      }, {
+        status: response.status,
+        headers: cors,
+      });
+    }
+
+    const data = await response.json();
+    return Response.json(data, {
+      status: response.status,
+      headers: {
+        ...cors,
+        'Cache-Control': 'public, max-age=30, s-maxage=30, stale-while-revalidate=15',
+      },
+    });
+  } catch (error) {
+    return Response.json({
+      error: `Fetch failed: ${error.name} - ${error.message}`,
+      time: Date.now(),
+      states: null
+    }, {
+      status: 500,
+      headers: cors,
+    });
+  }
+}
diff --git a/api/pizzint/dashboard-data.js b/api/pizzint/dashboard-data.js
new file mode 100644
index 000000000..0f96ea036
--- /dev/null
+++ b/api/pizzint/dashboard-data.js
@@ -0,0 +1,36 @@
+import { getCorsHeaders, isDisallowedOrigin } from '../_cors.js';
+export const config = { runtime: 'edge' };
+
+export default async function handler(request) {
+  const cors = getCorsHeaders(request);
+  if (isDisallowedOrigin(request)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), { status: 403, headers: cors });
+  }
+  try {
+    const response = await fetch('https://www.pizzint.watch/api/dashboard-data', {
+      headers: {
+        'Accept': 'application/json',
+        'User-Agent': 'WorldMonitor/1.0',
+      },
+    });
+
+    if (!response.ok) {
+      throw new Error(`Upstream returned ${response.status}`);
+    }
+
+    const data = await response.text();
+    return new Response(data, {
+      status: 200,
+      headers: {
+        'Content-Type': 'application/json',
+        ...cors,
+        'Cache-Control': 'public, max-age=60, s-maxage=60, stale-while-revalidate=30',
+      },
+    });
+  } catch (error) {
+    return new Response(JSON.stringify({ error: 'Failed to fetch PizzINT data', details: error.message }), {
+      status: 502,
+      headers: { 'Content-Type': 'application/json', ...cors },
+    });
+  }
+}
diff --git a/api/pizzint/gdelt/batch.js b/api/pizzint/gdelt/batch.js
new file mode 100644
index 000000000..c55440fc7
--- /dev/null
+++ b/api/pizzint/gdelt/batch.js
@@ -0,0 +1,46 @@
+import { getCorsHeaders, isDisallowedOrigin } from '../../_cors.js';
+export const config = { runtime: 'edge' };
+
+export default async function handler(req) {
+  const cors = getCorsHeaders(req);
+  if (isDisallowedOrigin(req)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), { status: 403, headers: cors });
+  }
+  const url = new URL(req.url);
+  const pairs = url.searchParams.get('pairs') || 'usa_russia,russia_ukraine,usa_china,china_taiwan,usa_iran,usa_venezuela';
+  const dateStart = url.searchParams.get('dateStart');
+  const dateEnd = url.searchParams.get('dateEnd');
+  const method = url.searchParams.get('method') || 'gpr';
+
+  let targetUrl = `https://www.pizzint.watch/api/gdelt/batch?pairs=${encodeURIComponent(pairs)}&method=${method}`;
+  if (dateStart) targetUrl += `&dateStart=${dateStart}`;
+  if (dateEnd) targetUrl += `&dateEnd=${dateEnd}`;
+
+  try {
+    const response = await fetch(targetUrl, {
+      headers: {
+        'Accept': 'application/json',
+        'User-Agent': 'WorldMonitor/1.0',
+      },
+    });
+
+    if (!response.ok) {
+      throw new Error(`Upstream returned ${response.status}`);
+    }
+
+    const data = await response.text();
+    return new Response(data, {
+      status: 200,
+      headers: {
+        'Content-Type': 'application/json',
+        ...cors,
+        'Cache-Control': 'public, max-age=300, s-maxage=300, stale-while-revalidate=60',
+      },
+    });
+  } catch (error) {
+    return new Response(JSON.stringify({ error: 'Failed to fetch GDELT data', details: error.message }), {
+      status: 502,
+      headers: { 'Content-Type': 'application/json', ...cors },
+    });
+  }
+}
diff --git a/api/polymarket.js b/api/polymarket.js
new file mode 100644
index 000000000..e3db7d67f
--- /dev/null
+++ b/api/polymarket.js
@@ -0,0 +1,108 @@
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+
+export const config = { runtime: 'edge' };
+
+const GAMMA_BASE = 'https://gamma-api.polymarket.com';
+
+const ALLOWED_ORDER = ['volume', 'liquidity', 'startDate', 'endDate', 'spread'];
+const MAX_LIMIT = 100;
+const MIN_LIMIT = 1;
+
+function validateBoolean(val, defaultVal) {
+  if (val === 'true' || val === 'false') return val;
+  return defaultVal;
+}
+
+function validateLimit(val) {
+  const num = parseInt(val, 10);
+  if (isNaN(num)) return 50;
+  return Math.max(MIN_LIMIT, Math.min(MAX_LIMIT, num));
+}
+
+function validateOrder(val) {
+  return ALLOWED_ORDER.includes(val) ? val : 'volume';
+}
+
+function sanitizeTagSlug(val) {
+  if (!val) return null;
+  return val.replace(/[^a-z0-9-]/gi, '').slice(0, 100) || null;
+}
+
+async function tryFetch(url, timeoutMs = 8000) {
+  const controller = new AbortController();
+  const timer = setTimeout(() => controller.abort(), timeoutMs);
+  try {
+    const response = await fetch(url, {
+      headers: { 'Accept': 'application/json' },
+      signal: controller.signal,
+    });
+    clearTimeout(timer);
+    if (!response.ok) {
+      throw new Error(`HTTP ${response.status}`);
+    }
+    return await response.text();
+  } catch (err) {
+    clearTimeout(timer);
+    throw err;
+  }
+}
+
+function buildUrl(base, endpoint, params) {
+  if (endpoint === 'events') {
+    return `${base}/events?${params}`;
+  }
+  return `${base}/markets?${params}`;
+}
+
+export default async function handler(req) {
+  const cors = getCorsHeaders(req);
+  if (isDisallowedOrigin(req)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), { status: 403, headers: cors });
+  }
+  const url = new URL(req.url);
+  const endpoint = url.searchParams.get('endpoint') || 'markets';
+
+  const closed = validateBoolean(url.searchParams.get('closed'), 'false');
+  const order = validateOrder(url.searchParams.get('order'));
+  const ascending = validateBoolean(url.searchParams.get('ascending'), 'false');
+  const limit = validateLimit(url.searchParams.get('limit'));
+
+  const params = new URLSearchParams({
+    closed,
+    order,
+    ascending,
+    limit: String(limit),
+  });
+
+  if (endpoint === 'events') {
+    const tag = sanitizeTagSlug(url.searchParams.get('tag'));
+    if (tag) params.set('tag_slug', tag);
+  }
+
+  // Gamma API is behind Cloudflare which blocks server-side TLS connections
+  // (JA3 fingerprint detection). Only browser-originated requests succeed.
+  // We still try in case Cloudflare policy changes, but gracefully return empty on failure.
+  try {
+    const data = await tryFetch(buildUrl(GAMMA_BASE, endpoint, params));
+    return new Response(data, {
+      status: 200,
+      headers: {
+        'Content-Type': 'application/json',
+        ...cors,
+        'Cache-Control': 'public, max-age=120, s-maxage=120, stale-while-revalidate=60',
+        'X-Polymarket-Source': 'gamma',
+      },
+    });
+  } catch (err) {
+    // Expected: Cloudflare blocks non-browser TLS connections
+    return new Response(JSON.stringify([]), {
+      status: 200,
+      headers: {
+        'Content-Type': 'application/json',
+        ...cors,
+        'X-Polymarket-Error': err.message,
+        'Cache-Control': 'public, max-age=300, s-maxage=300, stale-while-revalidate=60',
+      },
+    });
+  }
+}
diff --git a/api/risk-scores.js b/api/risk-scores.js
new file mode 100644
index 000000000..a2809851f
--- /dev/null
+++ b/api/risk-scores.js
@@ -0,0 +1,355 @@
+/**
+ * Risk Scores API - Cached CII and Strategic Risk computation
+ * Eliminates 15-minute "learning mode" for users by pre-computing scores
+ * Uses Upstash Redis for cross-user caching (10-minute TTL)
+ */
+
+import { getCachedJson, setCachedJson } from './_upstash-cache.js';
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+
+export const config = {
+  runtime: 'edge',
+};
+
+const CACHE_TTL_SECONDS = 600; // 10 minutes
+const STALE_CACHE_TTL_SECONDS = 3600; // 1 hour - serve stale when API fails
+const CACHE_KEY = 'risk:scores:v2';
+const STALE_CACHE_KEY = 'risk:scores:stale:v2';
+
+// Tier 1 countries for CII
+const TIER1_COUNTRIES = {
+  US: 'United States', RU: 'Russia', CN: 'China', UA: 'Ukraine', IR: 'Iran',
+  IL: 'Israel', TW: 'Taiwan', KP: 'North Korea', SA: 'Saudi Arabia', TR: 'Turkey',
+  PL: 'Poland', DE: 'Germany', FR: 'France', GB: 'United Kingdom', IN: 'India',
+  PK: 'Pakistan', SY: 'Syria', YE: 'Yemen', MM: 'Myanmar', VE: 'Venezuela',
+};
+
+// Baseline geopolitical risk (0-50)
+const BASELINE_RISK = {
+  US: 5, RU: 35, CN: 25, UA: 50, IR: 40, IL: 45, TW: 30, KP: 45,
+  SA: 20, TR: 25, PL: 10, DE: 5, FR: 10, GB: 5, IN: 20, PK: 35,
+  SY: 50, YE: 50, MM: 45, VE: 40,
+};
+
+// Event significance multipliers
+const EVENT_MULTIPLIER = {
+  US: 0.3, RU: 2.0, CN: 2.5, UA: 0.8, IR: 2.0, IL: 0.7, TW: 1.5, KP: 3.0,
+  SA: 2.0, TR: 1.2, PL: 0.8, DE: 0.5, FR: 0.6, GB: 0.5, IN: 0.8, PK: 1.5,
+  SY: 0.7, YE: 0.7, MM: 1.8, VE: 1.8,
+};
+
+// Country keywords for matching
+const COUNTRY_KEYWORDS = {
+  US: ['united states', 'usa', 'america', 'washington', 'biden', 'trump', 'pentagon'],
+  RU: ['russia', 'moscow', 'kremlin', 'putin'],
+  CN: ['china', 'beijing', 'xi jinping', 'prc'],
+  UA: ['ukraine', 'kyiv', 'zelensky', 'donbas'],
+  IR: ['iran', 'tehran', 'khamenei', 'irgc'],
+  IL: ['israel', 'tel aviv', 'netanyahu', 'idf', 'gaza'],
+  TW: ['taiwan', 'taipei'],
+  KP: ['north korea', 'pyongyang', 'kim jong'],
+  SA: ['saudi arabia', 'riyadh'],
+  TR: ['turkey', 'ankara', 'erdogan'],
+  PL: ['poland', 'warsaw'],
+  DE: ['germany', 'berlin'],
+  FR: ['france', 'paris', 'macron'],
+  GB: ['britain', 'uk', 'london'],
+  IN: ['india', 'delhi', 'modi'],
+  PK: ['pakistan', 'islamabad'],
+  SY: ['syria', 'damascus'],
+  YE: ['yemen', 'sanaa', 'houthi'],
+  MM: ['myanmar', 'burma'],
+  VE: ['venezuela', 'caracas', 'maduro'],
+};
+
+function normalizeCountryName(text) {
+  const lower = text.toLowerCase();
+  for (const [code, keywords] of Object.entries(COUNTRY_KEYWORDS)) {
+    if (keywords.some(kw => lower.includes(kw))) return code;
+  }
+  return null;
+}
+
+function getScoreLevel(score) {
+  if (score >= 70) return 'critical';
+  if (score >= 55) return 'high';
+  if (score >= 40) return 'elevated';
+  if (score >= 25) return 'normal';
+  return 'low';
+}
+
+async function fetchACLEDProtests() {
+  try {
+    // Fetch recent protests from ACLED (last 7 days)
+    const endDate = new Date().toISOString().split('T')[0];
+    const startDate = new Date(Date.now() - 7 * 24 * 60 * 60 * 1000).toISOString().split('T')[0];
+
+    const controller = new AbortController();
+    const timeoutId = setTimeout(() => controller.abort(), 15000); // 15s timeout
+
+    // ACLED API now requires authentication - new endpoint as of Jan 2026
+    const token = process.env.ACLED_ACCESS_TOKEN;
+    const headers = { 'Accept': 'application/json' };
+    if (token) {
+      headers['Authorization'] = `Bearer ${token}`;
+    }
+
+    // Updated endpoint: acleddata.com/api/ instead of api.acleddata.com
+    const response = await fetch(
+      `https://acleddata.com/api/acled/read?_format=json&event_type=Protests&event_type=Riots&event_date=${startDate}|${endDate}&event_date_where=BETWEEN&limit=500`,
+      {
+        headers,
+        signal: controller.signal,
+      }
+    );
+
+    clearTimeout(timeoutId);
+
+    if (!response.ok) {
+      const text = await response.text().catch(() => '');
+      console.warn('[RiskScores] ACLED fetch failed:', response.status, text.slice(0, 200));
+      // Check for auth errors specifically
+      if (response.status === 401 || response.status === 403) {
+        throw new Error('ACLED API requires valid authentication token');
+      }
+      throw new Error(`ACLED API error: ${response.status}`);
+    }
+
+    const data = await response.json();
+
+    // Check for API-level error in response
+    if (data.message) {
+      console.warn('[RiskScores] ACLED API returned message:', data.message);
+      throw new Error(data.message);
+    }
+    if (data.error || data.success === false) {
+      console.warn('[RiskScores] ACLED API returned error:', data.error || 'unknown');
+      throw new Error(data.error || 'ACLED API error');
+    }
+
+    return data.data || [];
+  } catch (error) {
+    console.warn('[RiskScores] ACLED error:', error.message);
+    throw error; // Re-throw to trigger stale cache fallback
+  }
+}
+
+function computeCIIScores(protests) {
+  const countryEvents = new Map();
+
+  // Count events per country
+  for (const event of protests) {
+    const country = event.country;
+    const code = normalizeCountryName(country);
+    if (code && TIER1_COUNTRIES[code]) {
+      const count = countryEvents.get(code) || { protests: 0, riots: 0 };
+      if (event.event_type === 'Riots') {
+        count.riots++;
+      } else {
+        count.protests++;
+      }
+      countryEvents.set(code, count);
+    }
+  }
+
+  // Compute scores for all Tier 1 countries
+  const scores = [];
+  const now = new Date();
+
+  for (const [code, name] of Object.entries(TIER1_COUNTRIES)) {
+    const events = countryEvents.get(code) || { protests: 0, riots: 0 };
+    const baseline = BASELINE_RISK[code] || 20;
+    const multiplier = EVENT_MULTIPLIER[code] || 1.0;
+
+    // Unrest component: protests + riots (riots weighted 2x)
+    const unrestRaw = (events.protests + events.riots * 2) * multiplier;
+    const unrest = Math.min(100, Math.round(unrestRaw * 2));
+
+    // Security component: baseline + riot contribution
+    const security = Math.min(100, baseline + events.riots * multiplier * 5);
+
+    // Information component: based on event count (proxy for news coverage)
+    const totalEvents = events.protests + events.riots;
+    const information = Math.min(100, totalEvents * multiplier * 3);
+
+    // Composite score: weighted average + baseline
+    const composite = Math.min(100, Math.round(
+      baseline +
+      (unrest * 0.4 + security * 0.35 + information * 0.25) * 0.5
+    ));
+
+    scores.push({
+      code,
+      name,
+      score: composite,
+      level: getScoreLevel(composite),
+      trend: 'stable', // Would need historical data for real trend
+      change24h: 0,
+      components: { unrest, security, information },
+      lastUpdated: now.toISOString(),
+    });
+  }
+
+  // Sort by score descending
+  scores.sort((a, b) => b.score - a.score);
+  return scores;
+}
+
+function computeStrategicRisk(ciiScores) {
+  // Top 5 CII scores weighted average
+  const top5 = ciiScores.slice(0, 5);
+  const weights = top5.map((_, i) => 1 - (i * 0.15)); // [1.0, 0.85, 0.70, 0.55, 0.40]
+  const totalWeight = weights.reduce((sum, w) => sum + w, 0); // 3.5
+  const weightedSum = top5.reduce((sum, s, i) => sum + s.score * weights[i], 0);
+  const ciiComponent = weightedSum / totalWeight;
+
+  // Overall strategic risk
+  const overallScore = Math.round(ciiComponent * 0.7 + 15); // 30% baseline
+
+  return {
+    score: Math.min(100, overallScore),
+    level: getScoreLevel(overallScore),
+    trend: 'stable',
+    lastUpdated: new Date().toISOString(),
+    contributors: top5.map(s => ({
+      country: s.name,
+      code: s.code,
+      score: s.score,
+      level: s.level,
+    })),
+  };
+}
+
+export default async function handler(request) {
+  const corsHeaders = getCorsHeaders(request, 'GET, OPTIONS');
+
+  if (request.method === 'OPTIONS') {
+    return new Response(null, { status: 204, headers: corsHeaders });
+  }
+
+  if (request.method !== 'GET') {
+    return new Response(JSON.stringify({ error: 'Method not allowed' }), {
+      status: 405,
+      headers: { ...corsHeaders, 'Content-Type': 'application/json' },
+    });
+  }
+
+  if (isDisallowedOrigin(request)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), {
+      status: 403,
+      headers: { 'Content-Type': 'application/json' },
+    });
+  }
+
+  if (!process.env.ACLED_ACCESS_TOKEN) {
+    const baselineScores = computeCIIScores([]);
+    const baselineStrategic = computeStrategicRisk(baselineScores);
+    return new Response(JSON.stringify({
+      cii: baselineScores,
+      strategicRisk: baselineStrategic,
+      protestCount: 0,
+      computedAt: new Date().toISOString(),
+      baseline: true,
+      error: 'ACLED token not configured - showing baseline risk assessments',
+    }), {
+      status: 200,
+      headers: {
+        'Content-Type': 'application/json',
+        'Cache-Control': 'public, max-age=300, s-maxage=300, stale-while-revalidate=60',
+      },
+    });
+  }
+
+  // Check cache first
+  const cached = await getCachedJson(CACHE_KEY);
+  if (cached && typeof cached === 'object') {
+    console.log('[RiskScores] Cache hit');
+    return new Response(JSON.stringify({
+      ...cached,
+      cached: true,
+    }), {
+      status: 200,
+      headers: {
+        'Content-Type': 'application/json',
+        'Cache-Control': 'public, max-age=300, s-maxage=300, stale-while-revalidate=60',
+      },
+    });
+  }
+
+  try {
+    // Fetch ACLED protests
+    console.log('[RiskScores] Computing scores...');
+    const protests = await fetchACLEDProtests();
+
+    // Compute CII scores
+    const ciiScores = computeCIIScores(protests);
+
+    // Compute strategic risk
+    const strategicRisk = computeStrategicRisk(ciiScores);
+
+    const result = {
+      cii: ciiScores,
+      strategicRisk,
+      protestCount: protests.length,
+      computedAt: new Date().toISOString(),
+    };
+
+    // Cache (both regular and stale backup)
+    await Promise.all([
+      setCachedJson(CACHE_KEY, result, CACHE_TTL_SECONDS),
+      setCachedJson(STALE_CACHE_KEY, result, STALE_CACHE_TTL_SECONDS),
+    ]);
+
+    return new Response(JSON.stringify({
+      ...result,
+      cached: false,
+    }), {
+      status: 200,
+      headers: {
+        'Content-Type': 'application/json',
+        'Cache-Control': 'public, max-age=300, s-maxage=300, stale-while-revalidate=60',
+      },
+    });
+
+  } catch (error) {
+    console.error('[RiskScores] Error:', error);
+
+    // Try to return stale cached data
+    const stale = await getCachedJson(STALE_CACHE_KEY);
+    if (stale && typeof stale === 'object') {
+      console.log('[RiskScores] Returning stale cache due to error');
+      return new Response(JSON.stringify({
+        ...stale,
+        cached: true,
+        stale: true,
+        error: 'Using cached data - ACLED temporarily unavailable',
+      }), {
+        status: 200,
+        headers: {
+          'Content-Type': 'application/json',
+          'Cache-Control': 'public, max-age=60, s-maxage=60, stale-while-revalidate=30',
+        },
+      });
+    }
+
+    // Final fallback: return baseline scores without unrest data
+    console.log('[RiskScores] Returning baseline scores (no ACLED data)');
+    const baselineScores = computeCIIScores([]);  // Empty protests = baseline only
+    const baselineStrategic = computeStrategicRisk(baselineScores);
+
+    return new Response(JSON.stringify({
+      cii: baselineScores,
+      strategicRisk: baselineStrategic,
+      protestCount: 0,
+      computedAt: new Date().toISOString(),
+      baseline: true,
+      error: 'ACLED unavailable - showing baseline risk assessments',
+    }), {
+      status: 200,
+      headers: {
+        'Content-Type': 'application/json',
+        'Cache-Control': 'public, max-age=60, s-maxage=60, stale-while-revalidate=30',
+      },
+    });
+  }
+}
diff --git a/api/rss-proxy.js b/api/rss-proxy.js
new file mode 100644
index 000000000..d6b40bebc
--- /dev/null
+++ b/api/rss-proxy.js
@@ -0,0 +1,266 @@
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+
+export const config = { runtime: 'edge' };
+
+// Fetch with timeout
+async function fetchWithTimeout(url, options, timeoutMs = 15000) {
+  const controller = new AbortController();
+  const timeout = setTimeout(() => controller.abort(), timeoutMs);
+  try {
+    const response = await fetch(url, { ...options, signal: controller.signal });
+    return response;
+  } finally {
+    clearTimeout(timeout);
+  }
+}
+
+// Allowed RSS feed domains for security
+const ALLOWED_DOMAINS = [
+  'feeds.bbci.co.uk',
+  'www.theguardian.com',
+  'feeds.npr.org',
+  'news.google.com',
+  'www.aljazeera.com',
+  'rss.cnn.com',
+  'hnrss.org',
+  'feeds.arstechnica.com',
+  'www.theverge.com',
+  'www.cnbc.com',
+  'feeds.marketwatch.com',
+  'www.defenseone.com',
+  'breakingdefense.com',
+  'www.bellingcat.com',
+  'techcrunch.com',
+  'huggingface.co',
+  'www.technologyreview.com',
+  'rss.arxiv.org',
+  'export.arxiv.org',
+  'www.federalreserve.gov',
+  'www.sec.gov',
+  'www.whitehouse.gov',
+  'www.state.gov',
+  'www.defense.gov',
+  'home.treasury.gov',
+  'www.justice.gov',
+  'tools.cdc.gov',
+  'www.fema.gov',
+  'www.dhs.gov',
+  'www.thedrive.com',
+  'krebsonsecurity.com',
+  'finance.yahoo.com',
+  'thediplomat.com',
+  'venturebeat.com',
+  'foreignpolicy.com',
+  'www.ft.com',
+  'openai.com',
+  'www.reutersagency.com',
+  'feeds.reuters.com',
+  'rsshub.app',
+  'www.cfr.org',
+  'www.csis.org',
+  'www.politico.com',
+  'www.brookings.edu',
+  'layoffs.fyi',
+  'www.defensenews.com',
+  'www.foreignaffairs.com',
+  'www.atlanticcouncil.org',
+  // Tech variant domains
+  'www.zdnet.com',
+  'www.techmeme.com',
+  'www.darkreading.com',
+  'www.schneier.com',
+  'rss.politico.com',
+  'www.anandtech.com',
+  'www.tomshardware.com',
+  'www.semianalysis.com',
+  'feed.infoq.com',
+  'thenewstack.io',
+  'devops.com',
+  'dev.to',
+  'lobste.rs',
+  'changelog.com',
+  'seekingalpha.com',
+  'news.crunchbase.com',
+  'www.saastr.com',
+  'feeds.feedburner.com',
+  // Additional tech variant domains
+  'www.producthunt.com',
+  'www.axios.com',
+  'github.blog',
+  'githubnext.com',
+  'mshibanami.github.io',
+  'www.engadget.com',
+  'news.mit.edu',
+  'dev.events',
+  // VC blogs
+  'www.ycombinator.com',
+  'a16z.com',
+  'review.firstround.com',
+  'www.sequoiacap.com',
+  'www.nfx.com',
+  'www.aaronsw.com',
+  'bothsidesofthetable.com',
+  'www.lennysnewsletter.com',
+  'stratechery.com',
+  // Regional startup news
+  'www.eu-startups.com',
+  'tech.eu',
+  'sifted.eu',
+  'www.techinasia.com',
+  'kr-asia.com',
+  'techcabal.com',
+  'disrupt-africa.com',
+  'lavca.org',
+  'contxto.com',
+  'inc42.com',
+  'yourstory.com',
+  // Funding & VC
+  'pitchbook.com',
+  'www.cbinsights.com',
+  // Accelerators
+  'www.techstars.com',
+  // Middle East & Regional News
+  'english.alarabiya.net',
+  'www.arabnews.com',
+  'www.timesofisrael.com',
+  'www.scmp.com',
+  'kyivindependent.com',
+  'www.themoscowtimes.com',
+  'feeds.24.com',
+  'feeds.capi24.com',  // News24 redirect destination
+  // International Organizations
+  'news.un.org',
+  'www.iaea.org',
+  'www.who.int',
+  'www.cisa.gov',
+  'www.crisisgroup.org',
+  // Think Tanks & Research (Added 2026-01-29)
+  'rusi.org',
+  'warontherocks.com',
+  'www.aei.org',
+  'responsiblestatecraft.org',
+  'www.fpri.org',
+  'jamestown.org',
+  'www.chathamhouse.org',
+  'ecfr.eu',
+  'www.gmfus.org',
+  'www.wilsoncenter.org',
+  'www.lowyinstitute.org',
+  'www.mei.edu',
+  'www.stimson.org',
+  'www.cnas.org',
+  'carnegieendowment.org',
+  'www.rand.org',
+  'fas.org',
+  'www.armscontrol.org',
+  'www.nti.org',
+  'thebulletin.org',
+  'www.iss.europa.eu',
+  // Economic & Food Security
+  'www.fao.org',
+  'worldbank.org',
+  'www.imf.org',
+  // Additional
+  'news.ycombinator.com',
+];
+
+export default async function handler(req) {
+  const corsHeaders = getCorsHeaders(req, 'GET, OPTIONS');
+
+  // Handle CORS preflight
+  if (req.method === 'OPTIONS') {
+    return new Response(null, { status: 204, headers: corsHeaders });
+  }
+
+  const requestUrl = new URL(req.url);
+  const feedUrl = requestUrl.searchParams.get('url');
+
+  if (!feedUrl) {
+    return new Response(JSON.stringify({ error: 'Missing url parameter' }), {
+      status: 400,
+      headers: { 'Content-Type': 'application/json', ...corsHeaders },
+    });
+  }
+
+  try {
+    const parsedUrl = new URL(feedUrl);
+
+    // Security: Check if domain is allowed
+    if (!ALLOWED_DOMAINS.includes(parsedUrl.hostname)) {
+      return new Response(JSON.stringify({ error: 'Domain not allowed' }), {
+        status: 403,
+        headers: { 'Content-Type': 'application/json', ...corsHeaders },
+      });
+    }
+
+    // Google News is slow - use longer timeout
+    const isGoogleNews = feedUrl.includes('news.google.com');
+    const timeout = isGoogleNews ? 20000 : 12000;
+
+    const response = await fetchWithTimeout(feedUrl, {
+      headers: {
+        'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36',
+        'Accept': 'application/rss+xml, application/xml, text/xml, */*',
+        'Accept-Language': 'en-US,en;q=0.9',
+      },
+      redirect: 'manual',
+    }, timeout);
+
+    if (response.status >= 300 && response.status < 400) {
+      const location = response.headers.get('location');
+      if (location) {
+        try {
+          const redirectUrl = new URL(location, feedUrl);
+          if (!ALLOWED_DOMAINS.includes(redirectUrl.hostname)) {
+            return new Response(JSON.stringify({ error: 'Redirect to disallowed domain' }), {
+              status: 403,
+              headers: { 'Content-Type': 'application/json', ...corsHeaders },
+            });
+          }
+          const redirectResponse = await fetchWithTimeout(redirectUrl.href, {
+            headers: {
+              'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36',
+              'Accept': 'application/rss+xml, application/xml, text/xml, */*',
+              'Accept-Language': 'en-US,en;q=0.9',
+            },
+          }, timeout);
+          const data = await redirectResponse.text();
+          return new Response(data, {
+            status: redirectResponse.status,
+            headers: {
+              'Content-Type': 'application/xml',
+              'Cache-Control': 'public, max-age=300, s-maxage=300, stale-while-revalidate=60',
+              ...corsHeaders,
+            },
+          });
+        } catch {
+          return new Response(JSON.stringify({ error: 'Invalid redirect' }), {
+            status: 502,
+            headers: { 'Content-Type': 'application/json', ...corsHeaders },
+          });
+        }
+      }
+    }
+
+    const data = await response.text();
+    return new Response(data, {
+      status: response.status,
+      headers: {
+        'Content-Type': 'application/xml',
+        'Cache-Control': 'public, max-age=300, s-maxage=300, stale-while-revalidate=60',
+        ...corsHeaders,
+      },
+    });
+  } catch (error) {
+    const isTimeout = error.name === 'AbortError';
+    console.error('RSS proxy error:', feedUrl, error.message);
+    return new Response(JSON.stringify({
+      error: isTimeout ? 'Feed timeout' : 'Failed to fetch feed',
+      details: error.message,
+      url: feedUrl
+    }), {
+      status: isTimeout ? 504 : 502,
+      headers: { 'Content-Type': 'application/json', ...corsHeaders },
+    });
+  }
+}
diff --git a/api/service-status.js b/api/service-status.js
new file mode 100644
index 000000000..d12544307
--- /dev/null
+++ b/api/service-status.js
@@ -0,0 +1,296 @@
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+export const config = { runtime: 'edge' };
+
+// Major tech services and their status page endpoints
+// Most use Statuspage.io which has a standard /api/v2/status.json endpoint
+const SERVICES = [
+  // Cloud Providers
+  { id: 'aws', name: 'AWS', statusPage: 'https://health.aws.amazon.com/health/status', customParser: 'aws', category: 'cloud' },
+  { id: 'azure', name: 'Azure', statusPage: 'https://azure.status.microsoft/en-us/status/feed/', customParser: 'rss', category: 'cloud' },
+  { id: 'gcp', name: 'Google Cloud', statusPage: 'https://status.cloud.google.com/incidents.json', customParser: 'gcp', category: 'cloud' },
+  { id: 'cloudflare', name: 'Cloudflare', statusPage: 'https://www.cloudflarestatus.com/api/v2/status.json', category: 'cloud' },
+  { id: 'vercel', name: 'Vercel', statusPage: 'https://www.vercel-status.com/api/v2/status.json', category: 'cloud' },
+  { id: 'netlify', name: 'Netlify', statusPage: 'https://www.netlifystatus.com/api/v2/status.json', category: 'cloud' },
+  { id: 'digitalocean', name: 'DigitalOcean', statusPage: 'https://status.digitalocean.com/api/v2/status.json', category: 'cloud' },
+  { id: 'render', name: 'Render', statusPage: 'https://status.render.com/api/v2/status.json', category: 'cloud' },
+  { id: 'railway', name: 'Railway', statusPage: 'https://railway.instatus.com/summary.json', customParser: 'instatus', category: 'cloud' },
+
+  // Developer Tools
+  { id: 'github', name: 'GitHub', statusPage: 'https://www.githubstatus.com/api/v2/status.json', category: 'dev' },
+  { id: 'gitlab', name: 'GitLab', statusPage: 'https://status.gitlab.com/1.0/status/5b36dc6502d06804c08349f7', customParser: 'statusio', category: 'dev' },
+  { id: 'npm', name: 'npm', statusPage: 'https://status.npmjs.org/api/v2/status.json', category: 'dev' },
+  { id: 'docker', name: 'Docker Hub', statusPage: 'https://www.dockerstatus.com/1.0/status/533c6539221ae15e3f000031', customParser: 'statusio', category: 'dev' },
+  { id: 'bitbucket', name: 'Bitbucket', statusPage: 'https://bitbucket.status.atlassian.com/api/v2/status.json', category: 'dev' },
+  { id: 'circleci', name: 'CircleCI', statusPage: 'https://status.circleci.com/api/v2/status.json', category: 'dev' },
+  { id: 'jira', name: 'Jira', statusPage: 'https://jira-software.status.atlassian.com/api/v2/status.json', category: 'dev' },
+  { id: 'confluence', name: 'Confluence', statusPage: 'https://confluence.status.atlassian.com/api/v2/status.json', category: 'dev' },
+  { id: 'linear', name: 'Linear', statusPage: 'https://linearstatus.com/api/v2/status.json', customParser: 'incidentio', category: 'dev' },
+
+  // Communication
+  { id: 'slack', name: 'Slack', statusPage: 'https://slack-status.com/api/v2.0.0/current', customParser: 'slack', category: 'comm' },
+  { id: 'discord', name: 'Discord', statusPage: 'https://discordstatus.com/api/v2/status.json', category: 'comm' },
+  { id: 'zoom', name: 'Zoom', statusPage: 'https://www.zoomstatus.com/api/v2/status.json', category: 'comm' },
+  { id: 'notion', name: 'Notion', statusPage: 'https://www.notion-status.com/api/v2/status.json', category: 'comm' },
+
+  // AI Services (incident.io powered)
+  { id: 'openai', name: 'OpenAI', statusPage: 'https://status.openai.com/api/v2/status.json', customParser: 'incidentio', category: 'ai' },
+  { id: 'anthropic', name: 'Anthropic', statusPage: 'https://status.claude.com/api/v2/status.json', customParser: 'incidentio', category: 'ai' },
+  { id: 'replicate', name: 'Replicate', statusPage: 'https://www.replicatestatus.com/api/v2/status.json', customParser: 'incidentio', category: 'ai' },
+
+  // SaaS
+  { id: 'stripe', name: 'Stripe', statusPage: 'https://status.stripe.com/current', customParser: 'stripe', category: 'saas' },
+  { id: 'twilio', name: 'Twilio', statusPage: 'https://status.twilio.com/api/v2/status.json', category: 'saas' },
+  { id: 'datadog', name: 'Datadog', statusPage: 'https://status.datadoghq.com/api/v2/status.json', category: 'saas' },
+  { id: 'sentry', name: 'Sentry', statusPage: 'https://status.sentry.io/api/v2/status.json', category: 'saas' },
+  { id: 'supabase', name: 'Supabase', statusPage: 'https://status.supabase.com/api/v2/status.json', category: 'saas' },
+];
+
+// Statuspage.io API returns status like: none, minor, major, critical
+function normalizeStatus(indicator) {
+  if (!indicator) return 'unknown';
+  const val = indicator.toLowerCase();
+  // Check for operational indicators
+  if (val === 'none' || val === 'operational' || val.includes('all systems operational')) {
+    return 'operational';
+  }
+  // Check for degraded indicators
+  if (val === 'minor' || val === 'degraded_performance' || val === 'partial_outage' || val.includes('degraded')) {
+    return 'degraded';
+  }
+  // Check for outage indicators
+  if (val === 'major' || val === 'major_outage' || val === 'critical' || val.includes('outage')) {
+    return 'outage';
+  }
+  return 'unknown';
+}
+
+async function checkStatusPage(service) {
+  if (!service.statusPage) {
+    return { ...service, status: 'unknown', description: 'No API available' };
+  }
+
+  try {
+    // Use browser-like headers to avoid being blocked
+    const headers = {
+      'Accept': service.customParser === 'rss' ? 'application/xml, text/xml' : 'application/json, text/plain, */*',
+      'Accept-Language': 'en-US,en;q=0.9',
+      'Cache-Control': 'no-cache',
+    };
+    // Don't send User-Agent for incident.io - they may block bots
+    if (service.customParser !== 'incidentio') {
+      headers['User-Agent'] = 'Mozilla/5.0 (compatible; WorldMonitor/1.0)';
+    }
+
+    const response = await fetch(service.statusPage, {
+      headers,
+      signal: AbortSignal.timeout(10000),
+    });
+
+    if (!response.ok) {
+      return { ...service, status: 'unknown', description: `HTTP ${response.status}` };
+    }
+
+    // Handle custom parsers
+    if (service.customParser === 'gcp') {
+      const data = await response.json();
+      // GCP incidents.json returns array of incidents
+      const activeIncidents = Array.isArray(data) ? data.filter(i =>
+        i.end === undefined || new Date(i.end) > new Date()
+      ) : [];
+      if (activeIncidents.length === 0) {
+        return { ...service, status: 'operational', description: 'All services operational' };
+      }
+      const severity = activeIncidents.some(i => i.severity === 'high') ? 'outage' : 'degraded';
+      return { ...service, status: severity, description: `${activeIncidents.length} active incident(s)` };
+    }
+
+    if (service.customParser === 'aws') {
+      // AWS status page is complex HTML - assume operational if reachable
+      return { ...service, status: 'operational', description: 'Status page reachable' };
+    }
+
+    if (service.customParser === 'rss') {
+      // Azure RSS feed - check if there are recent items (incidents)
+      const text = await response.text();
+      const hasRecentIncident = text.includes('<item>') &&
+        (text.includes('degradation') || text.includes('outage') || text.includes('incident'));
+      return {
+        ...service,
+        status: hasRecentIncident ? 'degraded' : 'operational',
+        description: hasRecentIncident ? 'Recent incidents reported' : 'No recent incidents'
+      };
+    }
+
+    if (service.customParser === 'instatus') {
+      // Instatus format (Railway, etc.)
+      const data = await response.json();
+      const pageStatus = data.page?.status;
+      if (pageStatus === 'UP') {
+        return { ...service, status: 'operational', description: 'All systems operational' };
+      } else if (pageStatus === 'HASISSUES') {
+        return { ...service, status: 'degraded', description: 'Some issues reported' };
+      } else {
+        return { ...service, status: 'unknown', description: pageStatus || 'Unknown' };
+      }
+    }
+
+    if (service.customParser === 'statusio') {
+      // Status.io format (GitLab, Docker Hub)
+      const data = await response.json();
+      const overall = data.result?.status_overall;
+      const statusCode = overall?.status_code;
+      if (statusCode === 100) {
+        return { ...service, status: 'operational', description: overall.status || 'All systems operational' };
+      } else if (statusCode >= 300 && statusCode < 500) {
+        return { ...service, status: 'degraded', description: overall.status || 'Degraded performance' };
+      } else if (statusCode >= 500) {
+        return { ...service, status: 'outage', description: overall.status || 'Service disruption' };
+      }
+      return { ...service, status: 'unknown', description: overall?.status || 'Unknown status' };
+    }
+
+    if (service.customParser === 'slack') {
+      // Slack custom API format
+      const data = await response.json();
+      if (data.status === 'ok') {
+        return { ...service, status: 'operational', description: 'All systems operational' };
+      } else if (data.status === 'active' || data.active_incidents?.length > 0) {
+        const count = data.active_incidents?.length || 1;
+        return { ...service, status: 'degraded', description: `${count} active incident(s)` };
+      }
+      return { ...service, status: 'unknown', description: data.status || 'Unknown' };
+    }
+
+    if (service.customParser === 'stripe') {
+      // Stripe custom API format at /current
+      const data = await response.json();
+      if (data.largestatus === 'up') {
+        return { ...service, status: 'operational', description: data.message || 'All systems operational' };
+      } else if (data.largestatus === 'degraded') {
+        return { ...service, status: 'degraded', description: data.message || 'Degraded performance' };
+      } else if (data.largestatus === 'down') {
+        return { ...service, status: 'outage', description: data.message || 'Service disruption' };
+      }
+      return { ...service, status: 'unknown', description: data.message || 'Unknown' };
+    }
+
+    if (service.customParser === 'incidentio') {
+      // incident.io status pages (OpenAI, Linear, Replicate, Anthropic)
+      const text = await response.text();
+      // Check for HTML response (blocked)
+      if (text.startsWith('<!') || text.startsWith('<html')) {
+        // Try parsing HTML for status - incident.io pages have status in HTML
+        const operationalMatch = text.match(/All Systems Operational|fully operational|no issues/i);
+        if (operationalMatch) {
+          return { ...service, status: 'operational', description: 'All systems operational' };
+        }
+        const degradedMatch = text.match(/degraded|partial outage|experiencing issues/i);
+        if (degradedMatch) {
+          return { ...service, status: 'degraded', description: 'Some issues reported' };
+        }
+        return { ...service, status: 'unknown', description: 'Could not parse status' };
+      }
+      // Parse JSON response
+      try {
+        const data = JSON.parse(text);
+        const indicator = data.status?.indicator || '';
+        const description = data.status?.description || '';
+        if (indicator === 'none' || description.toLowerCase().includes('operational')) {
+          return { ...service, status: 'operational', description: description || 'All systems operational' };
+        } else if (indicator === 'minor' || indicator === 'maintenance') {
+          return { ...service, status: 'degraded', description: description || 'Minor issues' };
+        } else if (indicator === 'major' || indicator === 'critical') {
+          return { ...service, status: 'outage', description: description || 'Major outage' };
+        }
+        return { ...service, status: 'operational', description: description || 'Status OK' };
+      } catch {
+        return { ...service, status: 'unknown', description: 'Invalid response' };
+      }
+    }
+
+    const text = await response.text();
+
+    // Check if we got HTML instead of JSON (blocked/redirected)
+    if (text.startsWith('<!') || text.startsWith('<html')) {
+      return { ...service, status: 'unknown', description: 'Blocked by service' };
+    }
+
+    let data;
+    try {
+      data = JSON.parse(text);
+    } catch {
+      return { ...service, status: 'unknown', description: 'Invalid JSON response' };
+    }
+
+    // Handle different API formats
+    let status, description;
+
+    if (data.status?.indicator !== undefined) {
+      // Standard Statuspage.io format
+      status = normalizeStatus(data.status.indicator);
+      description = data.status.description || '';
+    } else if (data.status?.status) {
+      // Slack format
+      status = data.status.status === 'ok' ? 'operational' : 'degraded';
+      description = data.status.description || '';
+    } else if (data.page && data.status) {
+      // Alternative Statuspage format - check if status object exists
+      status = normalizeStatus(data.status.indicator || data.status.description);
+      description = data.status.description || 'Status available';
+    } else {
+      status = 'unknown';
+      description = 'Unknown format';
+    }
+
+    return { ...service, status, description };
+  } catch (error) {
+    return { ...service, status: 'unknown', description: error.message || 'Request failed' };
+  }
+}
+
+export default async function handler(req) {
+  const cors = getCorsHeaders(req);
+  if (isDisallowedOrigin(req)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), { status: 403, headers: cors });
+  }
+  const url = new URL(req.url);
+  const category = url.searchParams.get('category'); // cloud, dev, comm, ai, saas, or all
+
+  let servicesToCheck = SERVICES;
+  if (category && category !== 'all') {
+    servicesToCheck = SERVICES.filter(s => s.category === category);
+  }
+
+  // Check all services in parallel
+  const results = await Promise.all(servicesToCheck.map(checkStatusPage));
+
+  // Sort by status (outages first, then degraded, then operational)
+  const statusOrder = { outage: 0, degraded: 1, unknown: 2, operational: 3 };
+  results.sort((a, b) => statusOrder[a.status] - statusOrder[b.status]);
+
+  const summary = {
+    operational: results.filter(r => r.status === 'operational').length,
+    degraded: results.filter(r => r.status === 'degraded').length,
+    outage: results.filter(r => r.status === 'outage').length,
+    unknown: results.filter(r => r.status === 'unknown').length,
+  };
+
+  return new Response(JSON.stringify({
+    success: true,
+    timestamp: new Date().toISOString(),
+    summary,
+    services: results.map(r => ({
+      id: r.id,
+      name: r.name,
+      category: r.category,
+      status: r.status,
+      description: r.description,
+    })),
+  }), {
+    headers: {
+      'Content-Type': 'application/json',
+      ...cors,
+      'Cache-Control': 'public, max-age=60, s-maxage=60, stale-while-revalidate=30', // 1 min cache
+    },
+  });
+}
diff --git a/api/stablecoin-markets.js b/api/stablecoin-markets.js
new file mode 100644
index 000000000..7395da3d5
--- /dev/null
+++ b/api/stablecoin-markets.js
@@ -0,0 +1,130 @@
+export const config = { runtime: 'edge' };
+
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+
+const CACHE_TTL = 120;
+let cachedResponse = null;
+let cacheTimestamp = 0;
+
+const DEFAULT_COINS = 'tether,usd-coin,dai,first-digital-usd,ethena-usde';
+
+function buildFallbackResult() {
+  return {
+    timestamp: new Date().toISOString(),
+    summary: {
+      totalMarketCap: 0,
+      totalVolume24h: 0,
+      coinCount: 0,
+      depeggedCount: 0,
+      healthStatus: 'UNAVAILABLE',
+    },
+    stablecoins: [],
+    unavailable: true,
+  };
+}
+
+export default async function handler(req) {
+  const cors = getCorsHeaders(req);
+  if (req.method === 'OPTIONS') {
+    if (isDisallowedOrigin(req)) {
+      return new Response(null, { status: 403, headers: cors });
+    }
+    return new Response(null, { status: 204, headers: cors });
+  }
+  if (isDisallowedOrigin(req)) {
+    return new Response(JSON.stringify({ error: 'Forbidden' }), { status: 403, headers: { ...cors, 'Content-Type': 'application/json' } });
+  }
+
+  const now = Date.now();
+  if (cachedResponse && now - cacheTimestamp < CACHE_TTL * 1000) {
+    return new Response(JSON.stringify(cachedResponse), {
+      headers: { ...cors, 'Content-Type': 'application/json', 'Cache-Control': `public, s-maxage=${CACHE_TTL}, stale-while-revalidate=300` },
+    });
+  }
+
+  const url = new URL(req.url);
+  const rawCoins = url.searchParams.get('coins') || DEFAULT_COINS;
+  const coins = rawCoins.split(',').filter(c => /^[a-z0-9-]+$/.test(c)).join(',') || DEFAULT_COINS;
+
+  try {
+    const controller = new AbortController();
+    const id = setTimeout(() => controller.abort(), 10000);
+
+    const apiUrl = `https://api.coingecko.com/api/v3/coins/markets?vs_currency=usd&ids=${coins}&order=market_cap_desc&sparkline=false&price_change_percentage=7d`;
+    const res = await fetch(apiUrl, {
+      signal: controller.signal,
+      headers: { 'Accept': 'application/json' },
+    });
+    clearTimeout(id);
+
+    if (res.status === 429) {
+      if (cachedResponse) {
+        return new Response(JSON.stringify(cachedResponse), {
+          headers: { ...cors, 'Content-Type': 'application/json', 'Cache-Control': 'public, max-age=30, s-maxage=60, stale-while-revalidate=30' },
+        });
+      }
+      return new Response(JSON.stringify({ error: 'Rate limited', timestamp: new Date().toISOString() }), {
+        status: 429,
+        headers: { ...cors, 'Content-Type': 'application/json' },
+      });
+    }
+
+    if (!res.ok) throw new Error(`CoinGecko HTTP ${res.status}`);
+
+    const data = await res.json();
+
+    const stablecoins = data.map(coin => {
+      const price = coin.current_price || 0;
+      const deviation = Math.abs(price - 1.0);
+      let pegStatus;
+      if (deviation <= 0.005) pegStatus = 'ON PEG';
+      else if (deviation <= 0.01) pegStatus = 'SLIGHT DEPEG';
+      else pegStatus = 'DEPEGGED';
+
+      return {
+        id: coin.id,
+        symbol: (coin.symbol || '').toUpperCase(),
+        name: coin.name,
+        price,
+        deviation: +(deviation * 100).toFixed(3),
+        pegStatus,
+        marketCap: coin.market_cap || 0,
+        volume24h: coin.total_volume || 0,
+        change24h: coin.price_change_percentage_24h || 0,
+        change7d: coin.price_change_percentage_7d_in_currency || 0,
+        image: coin.image,
+      };
+    });
+
+    const totalMarketCap = stablecoins.reduce((sum, c) => sum + c.marketCap, 0);
+    const totalVolume24h = stablecoins.reduce((sum, c) => sum + c.volume24h, 0);
+    const depeggedCount = stablecoins.filter(c => c.pegStatus === 'DEPEGGED').length;
+
+    const result = {
+      timestamp: new Date().toISOString(),
+      summary: {
+        totalMarketCap,
+        totalVolume24h,
+        coinCount: stablecoins.length,
+        depeggedCount,
+        healthStatus: depeggedCount === 0 ? 'HEALTHY' : depeggedCount === 1 ? 'CAUTION' : 'WARNING',
+      },
+      stablecoins,
+    };
+
+    cachedResponse = result;
+    cacheTimestamp = now;
+
+    return new Response(JSON.stringify(result), {
+      headers: { ...cors, 'Content-Type': 'application/json', 'Cache-Control': `public, s-maxage=${CACHE_TTL}, stale-while-revalidate=300` },
+    });
+  } catch (err) {
+    const fallback = cachedResponse || buildFallbackResult();
+    cachedResponse = fallback;
+    cacheTimestamp = now;
+    return new Response(JSON.stringify(fallback), {
+      status: 200,
+      headers: { ...cors, 'Content-Type': 'application/json', 'Cache-Control': 'public, max-age=30, s-maxage=60, stale-while-revalidate=30' },
+    });
+  }
+}
diff --git a/api/stock-index.js b/api/stock-index.js
new file mode 100644
index 000000000..d16848c68
--- /dev/null
+++ b/api/stock-index.js
@@ -0,0 +1,172 @@
+/**
+ * Stock Market Index Endpoint
+ * Fetches weekly % change for a country's primary stock index via Yahoo Finance
+ * Redis cached (1h TTL)
+ */
+
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+import { getCachedJson, setCachedJson } from './_upstash-cache.js';
+
+export const config = {
+  runtime: 'edge',
+};
+
+const CACHE_TTL_SECONDS = 3600; // 1 hour
+const CACHE_VERSION = 'stock-v1';
+
+const COUNTRY_INDEX = {
+  US: { symbol: '^GSPC', name: 'S&P 500' },
+  GB: { symbol: '^FTSE', name: 'FTSE 100' },
+  DE: { symbol: '^GDAXI', name: 'DAX' },
+  FR: { symbol: '^FCHI', name: 'CAC 40' },
+  JP: { symbol: '^N225', name: 'Nikkei 225' },
+  CN: { symbol: '000001.SS', name: 'SSE Composite' },
+  HK: { symbol: '^HSI', name: 'Hang Seng' },
+  IN: { symbol: '^BSESN', name: 'BSE Sensex' },
+  KR: { symbol: '^KS11', name: 'KOSPI' },
+  TW: { symbol: '^TWII', name: 'TAIEX' },
+  AU: { symbol: '^AXJO', name: 'ASX 200' },
+  BR: { symbol: '^BVSP', name: 'Bovespa' },
+  CA: { symbol: '^GSPTSE', name: 'TSX Composite' },
+  MX: { symbol: '^MXX', name: 'IPC Mexico' },
+  AR: { symbol: '^MERV', name: 'MERVAL' },
+  RU: { symbol: 'IMOEX.ME', name: 'MOEX' },
+  ZA: { symbol: '^J203.JO', name: 'JSE All Share' },
+  SA: { symbol: '^TASI.SR', name: 'Tadawul' },
+  AE: { symbol: 'DFMGI.AE', name: 'DFM General' },
+  IL: { symbol: '^TA125.TA', name: 'TA-125' },
+  TR: { symbol: 'XU100.IS', name: 'BIST 100' },
+  PL: { symbol: '^WIG20', name: 'WIG 20' },
+  NL: { symbol: '^AEX', name: 'AEX' },
+  CH: { symbol: '^SSMI', name: 'SMI' },
+  ES: { symbol: '^IBEX', name: 'IBEX 35' },
+  IT: { symbol: 'FTSEMIB.MI', name: 'FTSE MIB' },
+  SE: { symbol: '^OMX', name: 'OMX Stockholm 30' },
+  NO: { symbol: '^OSEAX', name: 'Oslo All Share' },
+  SG: { symbol: '^STI', name: 'STI' },
+  TH: { symbol: '^SET.BK', name: 'SET' },
+  MY: { symbol: '^KLSE', name: 'KLCI' },
+  ID: { symbol: '^JKSE', name: 'Jakarta Composite' },
+  PH: { symbol: 'PSEI.PS', name: 'PSEi' },
+  NZ: { symbol: '^NZ50', name: 'NZX 50' },
+  EG: { symbol: '^EGX30.CA', name: 'EGX 30' },
+  CL: { symbol: '^IPSA', name: 'IPSA' },
+  PE: { symbol: '^SPBLPGPT', name: 'S&P Lima' },
+  AT: { symbol: '^ATX', name: 'ATX' },
+  BE: { symbol: '^BFX', name: 'BEL 20' },
+  FI: { symbol: '^OMXH25', name: 'OMX Helsinki 25' },
+  DK: { symbol: '^OMXC25', name: 'OMX Copenhagen 25' },
+  IE: { symbol: '^ISEQ', name: 'ISEQ Overall' },
+  PT: { symbol: '^PSI20', name: 'PSI 20' },
+  CZ: { symbol: '^PX', name: 'PX Prague' },
+  HU: { symbol: '^BUX', name: 'BUX' },
+};
+
+export default async function handler(request) {
+  const cors = getCorsHeaders(request);
+  if (request.method === 'OPTIONS') return new Response(null, { status: 204, headers: cors });
+  if (isDisallowedOrigin(request)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), { status: 403, headers: cors });
+  }
+  if (request.method !== 'GET') {
+    return new Response(JSON.stringify({ error: 'Method not allowed' }), {
+      status: 405,
+      headers: { 'Content-Type': 'application/json', 'Cache-Control': 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600' },
+    });
+  }
+
+  const url = new URL(request.url);
+  const code = (url.searchParams.get('code') || '').toUpperCase();
+
+  if (!code) {
+    return new Response(JSON.stringify({ error: 'code parameter required' }), {
+      status: 400,
+      headers: { 'Content-Type': 'application/json', 'Cache-Control': 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600' },
+    });
+  }
+
+  const index = COUNTRY_INDEX[code];
+  if (!index) {
+    return new Response(JSON.stringify({ error: 'No stock index for country', code, available: false }), {
+      status: 200,
+      headers: { 'Content-Type': 'application/json', 'Cache-Control': 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600' },
+    });
+  }
+
+  const cacheKey = `${CACHE_VERSION}:${code}`;
+  const cached = await getCachedJson(cacheKey);
+  if (cached && typeof cached === 'object' && cached.indexName) {
+    return new Response(JSON.stringify({ ...cached, cached: true }), {
+      status: 200,
+      headers: { 'Content-Type': 'application/json', 'Cache-Control': 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600' },
+    });
+  }
+
+  try {
+    const encodedSymbol = encodeURIComponent(index.symbol);
+    // Use 1mo range to handle markets with different trading weeks (e.g. Sun-Thu Middle East)
+    const yahooUrl = `https://query1.finance.yahoo.com/v8/finance/chart/${encodedSymbol}?range=1mo&interval=1d`;
+
+    const res = await fetch(yahooUrl, {
+      headers: {
+        'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7)',
+      },
+    });
+
+    if (!res.ok) {
+      console.error('[StockIndex] Yahoo error:', res.status, index.symbol);
+      return new Response(JSON.stringify({ error: 'Upstream error', available: false }), {
+        status: 502,
+        headers: { 'Content-Type': 'application/json', 'Cache-Control': 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600' },
+      });
+    }
+
+    const data = await res.json();
+    const result = data?.chart?.result?.[0];
+    if (!result) {
+      return new Response(JSON.stringify({ error: 'No data', available: false }), {
+        status: 200,
+        headers: { 'Content-Type': 'application/json', 'Cache-Control': 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600' },
+      });
+    }
+
+    const allCloses = result.indicators?.quote?.[0]?.close?.filter(v => v != null);
+    if (!allCloses || allCloses.length < 2) {
+      return new Response(JSON.stringify({ error: 'Insufficient data', available: false }), {
+        status: 200,
+        headers: { 'Content-Type': 'application/json', 'Cache-Control': 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600' },
+      });
+    }
+
+    // Take last ~5 trading days worth of data
+    const closes = allCloses.slice(-6);
+    const latest = closes[closes.length - 1];
+    const oldest = closes[0];
+    const weekChange = ((latest - oldest) / oldest) * 100;
+    const meta = result.meta || {};
+
+    const payload = {
+      available: true,
+      code,
+      symbol: index.symbol,
+      indexName: index.name,
+      price: latest.toFixed(2),
+      weekChangePercent: weekChange.toFixed(2),
+      currency: meta.currency || 'USD',
+      fetchedAt: new Date().toISOString(),
+    };
+
+    await setCachedJson(cacheKey, payload, CACHE_TTL_SECONDS);
+
+    return new Response(JSON.stringify(payload), {
+      status: 200,
+      headers: { 'Content-Type': 'application/json', 'Cache-Control': 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600' },
+    });
+  } catch (err) {
+    console.error('[StockIndex] Error:', err);
+    return new Response(JSON.stringify({ error: 'Internal error', available: false }), {
+      status: 500,
+      headers: { 'Content-Type': 'application/json', 'Cache-Control': 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600' },
+    });
+  }
+}
diff --git a/api/story.js b/api/story.js
new file mode 100644
index 000000000..809480c6a
--- /dev/null
+++ b/api/story.js
@@ -0,0 +1,84 @@
+/**
+ * Story Page for Social Crawlers
+ * Returns HTML with proper og:image and twitter:card meta tags.
+ * Twitter/Facebook/LinkedIn crawlers hit this, real users get redirected to the SPA.
+ */
+
+const COUNTRY_NAMES = {
+  UA: 'Ukraine', RU: 'Russia', CN: 'China', US: 'United States',
+  IR: 'Iran', IL: 'Israel', TW: 'Taiwan', KP: 'North Korea',
+  SA: 'Saudi Arabia', TR: 'Turkey', PL: 'Poland', DE: 'Germany',
+  FR: 'France', GB: 'United Kingdom', IN: 'India', PK: 'Pakistan',
+  SY: 'Syria', YE: 'Yemen', MM: 'Myanmar', VE: 'Venezuela',
+};
+
+const BOT_UA = /twitterbot|facebookexternalhit|linkedinbot|slackbot|telegrambot|whatsapp|discordbot|redditbot|googlebot/i;
+
+export default function handler(req, res) {
+  const url = new URL(req.url, `https://${req.headers.host}`);
+  const countryCode = (url.searchParams.get('c') || '').toUpperCase();
+  const type = url.searchParams.get('t') || 'ciianalysis';
+  const ts = url.searchParams.get('ts') || '';
+  const score = url.searchParams.get('s') || '';
+  const level = url.searchParams.get('l') || '';
+
+  const ua = req.headers['user-agent'] || '';
+  const isBot = BOT_UA.test(ua);
+
+  const baseUrl = `https://${req.headers.host}`;
+  const spaUrl = `${baseUrl}/?c=${countryCode}&t=${type}${ts ? `&ts=${ts}` : ''}`;
+
+  // Real users → redirect to SPA
+  if (!isBot) {
+    res.writeHead(302, { Location: spaUrl });
+    res.end();
+    return;
+  }
+
+  // Bots → serve meta tags
+  const countryName = COUNTRY_NAMES[countryCode] || countryCode || 'Global';
+  const title = `${countryName} Intelligence Brief | World Monitor`;
+  const description = `Real-time instability analysis for ${countryName}. Country Instability Index, military posture, threat classification, and prediction markets. Free, open-source geopolitical intelligence.`;
+  const imageParams = `c=${countryCode}&t=${type}${score ? `&s=${score}` : ''}${level ? `&l=${level}` : ''}`;
+  const imageUrl = `${baseUrl}/api/og-story?${imageParams}`;
+  const storyUrl = `${baseUrl}/api/story?c=${countryCode}&t=${type}${ts ? `&ts=${ts}` : ''}`;
+
+  const html = `<!DOCTYPE html>
+<html lang="en">
+<head>
+  <meta charset="utf-8"/>
+  <title>${esc(title)}</title>
+  <meta name="description" content="${esc(description)}"/>
+
+  <meta property="og:type" content="article"/>
+  <meta property="og:title" content="${esc(title)}"/>
+  <meta property="og:description" content="${esc(description)}"/>
+  <meta property="og:image" content="${esc(imageUrl)}"/>
+  <meta property="og:image:width" content="1200"/>
+  <meta property="og:image:height" content="630"/>
+  <meta property="og:url" content="${esc(storyUrl)}"/>
+  <meta property="og:site_name" content="World Monitor"/>
+
+  <meta name="twitter:card" content="summary_large_image"/>
+  <meta name="twitter:site" content="@WorldMonitorApp"/>
+  <meta name="twitter:title" content="${esc(title)}"/>
+  <meta name="twitter:description" content="${esc(description)}"/>
+  <meta name="twitter:image" content="${esc(imageUrl)}"/>
+
+  <link rel="canonical" href="${esc(storyUrl)}"/>
+</head>
+<body>
+  <h1>${esc(title)}</h1>
+  <p>${esc(description)}</p>
+  <p><a href="${esc(spaUrl)}">View live analysis</a></p>
+</body>
+</html>`;
+
+  res.setHeader('Content-Type', 'text/html; charset=utf-8');
+  res.setHeader('Cache-Control', 'public, max-age=300, s-maxage=300, stale-while-revalidate=60');
+  res.status(200).send(html);
+}
+
+function esc(str) {
+  return str.replace(/&/g, '&amp;').replace(/"/g, '&quot;').replace(/</g, '&lt;').replace(/>/g, '&gt;');
+}
diff --git a/api/tech-events.js b/api/tech-events.js
new file mode 100644
index 000000000..992d140db
--- /dev/null
+++ b/api/tech-events.js
@@ -0,0 +1,737 @@
+// Tech Events API - Parses Techmeme ICS feed and dev.events RSS, returns structured events
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+export const config = { runtime: 'edge' };
+
+const ICS_URL = 'https://www.techmeme.com/newsy_events.ics';
+const DEV_EVENTS_RSS = 'https://dev.events/rss.xml';
+
+// Curated major tech events that may fall off limited RSS feeds
+// These are manually maintained for important conferences
+const CURATED_EVENTS = [
+  {
+    id: 'step-dubai-2026',
+    title: 'STEP Dubai 2026',
+    type: 'conference',
+    location: 'Dubai Internet City, Dubai',
+    coords: { lat: 25.0956, lng: 55.1548, country: 'UAE', original: 'Dubai Internet City, Dubai' },
+    startDate: '2026-02-11',
+    endDate: '2026-02-12',
+    url: 'https://dubai.stepconference.com',
+    source: 'curated',
+    description: 'Intelligence Everywhere: The AI Economy - 8,000+ attendees, 400+ startups',
+  },
+  {
+    id: 'gitex-global-2026',
+    title: 'GITEX Global 2026',
+    type: 'conference',
+    location: 'Dubai World Trade Centre, Dubai',
+    coords: { lat: 25.2285, lng: 55.2867, country: 'UAE', original: 'Dubai World Trade Centre, Dubai' },
+    startDate: '2026-12-07',
+    endDate: '2026-12-11',
+    url: 'https://www.gitex.com',
+    source: 'curated',
+    description: 'World\'s largest tech & startup show',
+  },
+  {
+    id: 'token2049-dubai-2026',
+    title: 'TOKEN2049 Dubai 2026',
+    type: 'conference',
+    location: 'Dubai, UAE',
+    coords: { lat: 25.2048, lng: 55.2708, country: 'UAE', original: 'Dubai, UAE' },
+    startDate: '2026-04-29',
+    endDate: '2026-04-30',
+    url: 'https://www.token2049.com',
+    source: 'curated',
+    description: 'Premier crypto event in Dubai',
+  },
+  {
+    id: 'collision-2026',
+    title: 'Collision 2026',
+    type: 'conference',
+    location: 'Toronto, Canada',
+    coords: { lat: 43.6532, lng: -79.3832, country: 'Canada', original: 'Toronto, Canada' },
+    startDate: '2026-06-22',
+    endDate: '2026-06-25',
+    url: 'https://collisionconf.com',
+    source: 'curated',
+    description: 'North America\'s fastest growing tech conference',
+  },
+  {
+    id: 'web-summit-2026',
+    title: 'Web Summit 2026',
+    type: 'conference',
+    location: 'Lisbon, Portugal',
+    coords: { lat: 38.7223, lng: -9.1393, country: 'Portugal', original: 'Lisbon, Portugal' },
+    startDate: '2026-11-02',
+    endDate: '2026-11-05',
+    url: 'https://websummit.com',
+    source: 'curated',
+    description: 'The world\'s premier tech conference',
+  },
+];
+
+// Comprehensive city geocoding database (500+ cities worldwide)
+const CITY_COORDS = {
+  // North America - USA
+  'san francisco': { lat: 37.7749, lng: -122.4194, country: 'USA' },
+  'san jose': { lat: 37.3382, lng: -121.8863, country: 'USA' },
+  'palo alto': { lat: 37.4419, lng: -122.1430, country: 'USA' },
+  'mountain view': { lat: 37.3861, lng: -122.0839, country: 'USA' },
+  'menlo park': { lat: 37.4530, lng: -122.1817, country: 'USA' },
+  'cupertino': { lat: 37.3230, lng: -122.0322, country: 'USA' },
+  'sunnyvale': { lat: 37.3688, lng: -122.0363, country: 'USA' },
+  'santa clara': { lat: 37.3541, lng: -121.9552, country: 'USA' },
+  'redwood city': { lat: 37.4852, lng: -122.2364, country: 'USA' },
+  'oakland': { lat: 37.8044, lng: -122.2712, country: 'USA' },
+  'berkeley': { lat: 37.8716, lng: -122.2727, country: 'USA' },
+  'los angeles': { lat: 34.0522, lng: -118.2437, country: 'USA' },
+  'santa monica': { lat: 34.0195, lng: -118.4912, country: 'USA' },
+  'pasadena': { lat: 34.1478, lng: -118.1445, country: 'USA' },
+  'irvine': { lat: 33.6846, lng: -117.8265, country: 'USA' },
+  'san diego': { lat: 32.7157, lng: -117.1611, country: 'USA' },
+  'seattle': { lat: 47.6062, lng: -122.3321, country: 'USA' },
+  'bellevue': { lat: 47.6101, lng: -122.2015, country: 'USA' },
+  'redmond': { lat: 47.6740, lng: -122.1215, country: 'USA' },
+  'portland': { lat: 45.5155, lng: -122.6789, country: 'USA' },
+  'new york': { lat: 40.7128, lng: -74.0060, country: 'USA' },
+  'nyc': { lat: 40.7128, lng: -74.0060, country: 'USA' },
+  'manhattan': { lat: 40.7831, lng: -73.9712, country: 'USA' },
+  'brooklyn': { lat: 40.6782, lng: -73.9442, country: 'USA' },
+  'boston': { lat: 42.3601, lng: -71.0589, country: 'USA' },
+  'cambridge': { lat: 42.3736, lng: -71.1097, country: 'USA' },
+  'chicago': { lat: 41.8781, lng: -87.6298, country: 'USA' },
+  'austin': { lat: 30.2672, lng: -97.7431, country: 'USA' },
+  'austin, tx': { lat: 30.2672, lng: -97.7431, country: 'USA' },
+  'dallas': { lat: 32.7767, lng: -96.7970, country: 'USA' },
+  'houston': { lat: 29.7604, lng: -95.3698, country: 'USA' },
+  'denver': { lat: 39.7392, lng: -104.9903, country: 'USA' },
+  'boulder': { lat: 40.0150, lng: -105.2705, country: 'USA' },
+  'phoenix': { lat: 33.4484, lng: -112.0740, country: 'USA' },
+  'scottsdale': { lat: 33.4942, lng: -111.9261, country: 'USA' },
+  'miami': { lat: 25.7617, lng: -80.1918, country: 'USA' },
+  'orlando': { lat: 28.5383, lng: -81.3792, country: 'USA' },
+  'tampa': { lat: 27.9506, lng: -82.4572, country: 'USA' },
+  'atlanta': { lat: 33.7490, lng: -84.3880, country: 'USA' },
+  'washington': { lat: 38.9072, lng: -77.0369, country: 'USA' },
+  'washington dc': { lat: 38.9072, lng: -77.0369, country: 'USA' },
+  'washington, dc': { lat: 38.9072, lng: -77.0369, country: 'USA' },
+  'dc': { lat: 38.9072, lng: -77.0369, country: 'USA' },
+  'reston': { lat: 38.9586, lng: -77.3570, country: 'USA' },
+  'philadelphia': { lat: 39.9526, lng: -75.1652, country: 'USA' },
+  'pittsburgh': { lat: 40.4406, lng: -79.9959, country: 'USA' },
+  'detroit': { lat: 42.3314, lng: -83.0458, country: 'USA' },
+  'ann arbor': { lat: 42.2808, lng: -83.7430, country: 'USA' },
+  'minneapolis': { lat: 44.9778, lng: -93.2650, country: 'USA' },
+  'salt lake city': { lat: 40.7608, lng: -111.8910, country: 'USA' },
+  'las vegas': { lat: 36.1699, lng: -115.1398, country: 'USA' },
+  'raleigh': { lat: 35.7796, lng: -78.6382, country: 'USA' },
+  'durham': { lat: 35.9940, lng: -78.8986, country: 'USA' },
+  'chapel hill': { lat: 35.9132, lng: -79.0558, country: 'USA' },
+  'charlotte': { lat: 35.2271, lng: -80.8431, country: 'USA' },
+  'nashville': { lat: 36.1627, lng: -86.7816, country: 'USA' },
+  'indianapolis': { lat: 39.7684, lng: -86.1581, country: 'USA' },
+  'columbus': { lat: 39.9612, lng: -82.9988, country: 'USA' },
+  'cleveland': { lat: 41.4993, lng: -81.6944, country: 'USA' },
+  'cincinnati': { lat: 39.1031, lng: -84.5120, country: 'USA' },
+  'st. louis': { lat: 38.6270, lng: -90.1994, country: 'USA' },
+  'kansas city': { lat: 39.0997, lng: -94.5786, country: 'USA' },
+  'omaha': { lat: 41.2565, lng: -95.9345, country: 'USA' },
+  'milwaukee': { lat: 43.0389, lng: -87.9065, country: 'USA' },
+  'new orleans': { lat: 29.9511, lng: -90.0715, country: 'USA' },
+  'san antonio': { lat: 29.4241, lng: -98.4936, country: 'USA' },
+  'albuquerque': { lat: 35.0844, lng: -106.6504, country: 'USA' },
+  'tucson': { lat: 32.2226, lng: -110.9747, country: 'USA' },
+  'honolulu': { lat: 21.3069, lng: -157.8583, country: 'USA' },
+  'anchorage': { lat: 61.2181, lng: -149.9003, country: 'USA' },
+
+  // North America - Canada
+  'toronto': { lat: 43.6532, lng: -79.3832, country: 'Canada' },
+  'vancouver': { lat: 49.2827, lng: -123.1207, country: 'Canada' },
+  'montreal': { lat: 45.5017, lng: -73.5673, country: 'Canada' },
+  'ottawa': { lat: 45.4215, lng: -75.6972, country: 'Canada' },
+  'calgary': { lat: 51.0447, lng: -114.0719, country: 'Canada' },
+  'edmonton': { lat: 53.5461, lng: -113.4938, country: 'Canada' },
+  'winnipeg': { lat: 49.8951, lng: -97.1384, country: 'Canada' },
+  'quebec city': { lat: 46.8139, lng: -71.2080, country: 'Canada' },
+  'waterloo': { lat: 43.4643, lng: -80.5204, country: 'Canada' },
+  'victoria': { lat: 48.4284, lng: -123.3656, country: 'Canada' },
+  'halifax': { lat: 44.6488, lng: -63.5752, country: 'Canada' },
+
+  // Mexico & Central America
+  'mexico city': { lat: 19.4326, lng: -99.1332, country: 'Mexico' },
+  'guadalajara': { lat: 20.6597, lng: -103.3496, country: 'Mexico' },
+  'monterrey': { lat: 25.6866, lng: -100.3161, country: 'Mexico' },
+  'tijuana': { lat: 32.5149, lng: -117.0382, country: 'Mexico' },
+  'cancun': { lat: 21.1619, lng: -86.8515, country: 'Mexico' },
+  'panama city': { lat: 8.9824, lng: -79.5199, country: 'Panama' },
+  'san jose': { lat: 9.9281, lng: -84.0907, country: 'Costa Rica' },
+
+  // South America
+  'sao paulo': { lat: -23.5505, lng: -46.6333, country: 'Brazil' },
+  'são paulo': { lat: -23.5505, lng: -46.6333, country: 'Brazil' },
+  'rio de janeiro': { lat: -22.9068, lng: -43.1729, country: 'Brazil' },
+  'brasilia': { lat: -15.7975, lng: -47.8919, country: 'Brazil' },
+  'belo horizonte': { lat: -19.9167, lng: -43.9345, country: 'Brazil' },
+  'porto alegre': { lat: -30.0346, lng: -51.2177, country: 'Brazil' },
+  'buenos aires': { lat: -34.6037, lng: -58.3816, country: 'Argentina' },
+  'santiago': { lat: -33.4489, lng: -70.6693, country: 'Chile' },
+  'bogota': { lat: 4.7110, lng: -74.0721, country: 'Colombia' },
+  'bogotá': { lat: 4.7110, lng: -74.0721, country: 'Colombia' },
+  'medellin': { lat: 6.2476, lng: -75.5658, country: 'Colombia' },
+  'medellín': { lat: 6.2476, lng: -75.5658, country: 'Colombia' },
+  'lima': { lat: -12.0464, lng: -77.0428, country: 'Peru' },
+  'caracas': { lat: 10.4806, lng: -66.9036, country: 'Venezuela' },
+  'montevideo': { lat: -34.9011, lng: -56.1645, country: 'Uruguay' },
+  'quito': { lat: -0.1807, lng: -78.4678, country: 'Ecuador' },
+
+  // Europe - UK & Ireland
+  'london': { lat: 51.5074, lng: -0.1278, country: 'UK' },
+  'cambridge': { lat: 52.2053, lng: 0.1218, country: 'UK' },
+  'oxford': { lat: 51.7520, lng: -1.2577, country: 'UK' },
+  'manchester': { lat: 53.4808, lng: -2.2426, country: 'UK' },
+  'birmingham': { lat: 52.4862, lng: -1.8904, country: 'UK' },
+  'edinburgh': { lat: 55.9533, lng: -3.1883, country: 'UK' },
+  'glasgow': { lat: 55.8642, lng: -4.2518, country: 'UK' },
+  'bristol': { lat: 51.4545, lng: -2.5879, country: 'UK' },
+  'leeds': { lat: 53.8008, lng: -1.5491, country: 'UK' },
+  'liverpool': { lat: 53.4084, lng: -2.9916, country: 'UK' },
+  'belfast': { lat: 54.5973, lng: -5.9301, country: 'UK' },
+  'cardiff': { lat: 51.4816, lng: -3.1791, country: 'UK' },
+  'dublin': { lat: 53.3498, lng: -6.2603, country: 'Ireland' },
+  'cork': { lat: 51.8985, lng: -8.4756, country: 'Ireland' },
+  'galway': { lat: 53.2707, lng: -9.0568, country: 'Ireland' },
+
+  // Europe - Western
+  'paris': { lat: 48.8566, lng: 2.3522, country: 'France' },
+  'lyon': { lat: 45.7640, lng: 4.8357, country: 'France' },
+  'marseille': { lat: 43.2965, lng: 5.3698, country: 'France' },
+  'toulouse': { lat: 43.6047, lng: 1.4442, country: 'France' },
+  'nice': { lat: 43.7102, lng: 7.2620, country: 'France' },
+  'bordeaux': { lat: 44.8378, lng: -0.5792, country: 'France' },
+  'strasbourg': { lat: 48.5734, lng: 7.7521, country: 'France' },
+  'nantes': { lat: 47.2184, lng: -1.5536, country: 'France' },
+  'cannes': { lat: 43.5528, lng: 7.0174, country: 'France' },
+  'monaco': { lat: 43.7384, lng: 7.4246, country: 'Monaco' },
+  'berlin': { lat: 52.5200, lng: 13.4050, country: 'Germany' },
+  'munich': { lat: 48.1351, lng: 11.5820, country: 'Germany' },
+  'münchen': { lat: 48.1351, lng: 11.5820, country: 'Germany' },
+  'frankfurt': { lat: 50.1109, lng: 8.6821, country: 'Germany' },
+  'hamburg': { lat: 53.5511, lng: 9.9937, country: 'Germany' },
+  'cologne': { lat: 50.9375, lng: 6.9603, country: 'Germany' },
+  'köln': { lat: 50.9375, lng: 6.9603, country: 'Germany' },
+  'düsseldorf': { lat: 51.2277, lng: 6.7735, country: 'Germany' },
+  'dusseldorf': { lat: 51.2277, lng: 6.7735, country: 'Germany' },
+  'stuttgart': { lat: 48.7758, lng: 9.1829, country: 'Germany' },
+  'hanover': { lat: 52.3759, lng: 9.7320, country: 'Germany' },
+  'hannover': { lat: 52.3759, lng: 9.7320, country: 'Germany' },
+  'dresden': { lat: 51.0504, lng: 13.7373, country: 'Germany' },
+  'leipzig': { lat: 51.3397, lng: 12.3731, country: 'Germany' },
+  'nuremberg': { lat: 49.4521, lng: 11.0767, country: 'Germany' },
+  'amsterdam': { lat: 52.3676, lng: 4.9041, country: 'Netherlands' },
+  'rotterdam': { lat: 51.9225, lng: 4.4792, country: 'Netherlands' },
+  'the hague': { lat: 52.0705, lng: 4.3007, country: 'Netherlands' },
+  'eindhoven': { lat: 51.4416, lng: 5.4697, country: 'Netherlands' },
+  'utrecht': { lat: 52.0907, lng: 5.1214, country: 'Netherlands' },
+  'brussels': { lat: 50.8503, lng: 4.3517, country: 'Belgium' },
+  'antwerp': { lat: 51.2194, lng: 4.4025, country: 'Belgium' },
+  'ghent': { lat: 51.0543, lng: 3.7174, country: 'Belgium' },
+  'luxembourg': { lat: 49.6116, lng: 6.1319, country: 'Luxembourg' },
+  'zurich': { lat: 47.3769, lng: 8.5417, country: 'Switzerland' },
+  'zürich': { lat: 47.3769, lng: 8.5417, country: 'Switzerland' },
+  'geneva': { lat: 46.2044, lng: 6.1432, country: 'Switzerland' },
+  'genève': { lat: 46.2044, lng: 6.1432, country: 'Switzerland' },
+  'basel': { lat: 47.5596, lng: 7.5886, country: 'Switzerland' },
+  'bern': { lat: 46.9480, lng: 7.4474, country: 'Switzerland' },
+  'lausanne': { lat: 46.5197, lng: 6.6323, country: 'Switzerland' },
+  'davos': { lat: 46.8027, lng: 9.8360, country: 'Switzerland' },
+  'vienna': { lat: 48.2082, lng: 16.3738, country: 'Austria' },
+  'wien': { lat: 48.2082, lng: 16.3738, country: 'Austria' },
+  'salzburg': { lat: 47.8095, lng: 13.0550, country: 'Austria' },
+  'graz': { lat: 47.0707, lng: 15.4395, country: 'Austria' },
+  'innsbruck': { lat: 47.2692, lng: 11.4041, country: 'Austria' },
+
+  // Europe - Southern
+  'barcelona': { lat: 41.3851, lng: 2.1734, country: 'Spain' },
+  'madrid': { lat: 40.4168, lng: -3.7038, country: 'Spain' },
+  'valencia': { lat: 39.4699, lng: -0.3763, country: 'Spain' },
+  'seville': { lat: 37.3891, lng: -5.9845, country: 'Spain' },
+  'sevilla': { lat: 37.3891, lng: -5.9845, country: 'Spain' },
+  'malaga': { lat: 36.7213, lng: -4.4214, country: 'Spain' },
+  'málaga': { lat: 36.7213, lng: -4.4214, country: 'Spain' },
+  'bilbao': { lat: 43.2630, lng: -2.9350, country: 'Spain' },
+  'lisbon': { lat: 38.7223, lng: -9.1393, country: 'Portugal' },
+  'lisboa': { lat: 38.7223, lng: -9.1393, country: 'Portugal' },
+  'porto': { lat: 41.1579, lng: -8.6291, country: 'Portugal' },
+  'rome': { lat: 41.9028, lng: 12.4964, country: 'Italy' },
+  'roma': { lat: 41.9028, lng: 12.4964, country: 'Italy' },
+  'milan': { lat: 45.4642, lng: 9.1900, country: 'Italy' },
+  'milano': { lat: 45.4642, lng: 9.1900, country: 'Italy' },
+  'florence': { lat: 43.7696, lng: 11.2558, country: 'Italy' },
+  'firenze': { lat: 43.7696, lng: 11.2558, country: 'Italy' },
+  'venice': { lat: 45.4408, lng: 12.3155, country: 'Italy' },
+  'venezia': { lat: 45.4408, lng: 12.3155, country: 'Italy' },
+  'turin': { lat: 45.0703, lng: 7.6869, country: 'Italy' },
+  'torino': { lat: 45.0703, lng: 7.6869, country: 'Italy' },
+  'naples': { lat: 40.8518, lng: 14.2681, country: 'Italy' },
+  'napoli': { lat: 40.8518, lng: 14.2681, country: 'Italy' },
+  'bologna': { lat: 44.4949, lng: 11.3426, country: 'Italy' },
+  'athens': { lat: 37.9838, lng: 23.7275, country: 'Greece' },
+  'thessaloniki': { lat: 40.6401, lng: 22.9444, country: 'Greece' },
+  'malta': { lat: 35.8989, lng: 14.5146, country: 'Malta' },
+  'valletta': { lat: 35.8989, lng: 14.5146, country: 'Malta' },
+
+  // Europe - Northern
+  'stockholm': { lat: 59.3293, lng: 18.0686, country: 'Sweden' },
+  'gothenburg': { lat: 57.7089, lng: 11.9746, country: 'Sweden' },
+  'göteborg': { lat: 57.7089, lng: 11.9746, country: 'Sweden' },
+  'malmö': { lat: 55.6050, lng: 13.0038, country: 'Sweden' },
+  'malmo': { lat: 55.6050, lng: 13.0038, country: 'Sweden' },
+  'copenhagen': { lat: 55.6761, lng: 12.5683, country: 'Denmark' },
+  'københavn': { lat: 55.6761, lng: 12.5683, country: 'Denmark' },
+  'aarhus': { lat: 56.1629, lng: 10.2039, country: 'Denmark' },
+  'oslo': { lat: 59.9139, lng: 10.7522, country: 'Norway' },
+  'bergen': { lat: 60.3913, lng: 5.3221, country: 'Norway' },
+  'helsinki': { lat: 60.1699, lng: 24.9384, country: 'Finland' },
+  'espoo': { lat: 60.2055, lng: 24.6559, country: 'Finland' },
+  'tampere': { lat: 61.4978, lng: 23.7610, country: 'Finland' },
+  'reykjavik': { lat: 64.1466, lng: -21.9426, country: 'Iceland' },
+
+  // Europe - Eastern
+  'warsaw': { lat: 52.2297, lng: 21.0122, country: 'Poland' },
+  'warszawa': { lat: 52.2297, lng: 21.0122, country: 'Poland' },
+  'krakow': { lat: 50.0647, lng: 19.9450, country: 'Poland' },
+  'kraków': { lat: 50.0647, lng: 19.9450, country: 'Poland' },
+  'wroclaw': { lat: 51.1079, lng: 17.0385, country: 'Poland' },
+  'wrocław': { lat: 51.1079, lng: 17.0385, country: 'Poland' },
+  'gdansk': { lat: 54.3520, lng: 18.6466, country: 'Poland' },
+  'prague': { lat: 50.0755, lng: 14.4378, country: 'Czech Republic' },
+  'praha': { lat: 50.0755, lng: 14.4378, country: 'Czech Republic' },
+  'brno': { lat: 49.1951, lng: 16.6068, country: 'Czech Republic' },
+  'budapest': { lat: 47.4979, lng: 19.0402, country: 'Hungary' },
+  'bucharest': { lat: 44.4268, lng: 26.1025, country: 'Romania' },
+  'bucurești': { lat: 44.4268, lng: 26.1025, country: 'Romania' },
+  'cluj-napoca': { lat: 46.7712, lng: 23.6236, country: 'Romania' },
+  'sofia': { lat: 42.6977, lng: 23.3219, country: 'Bulgaria' },
+  'belgrade': { lat: 44.7866, lng: 20.4489, country: 'Serbia' },
+  'beograd': { lat: 44.7866, lng: 20.4489, country: 'Serbia' },
+  'zagreb': { lat: 45.8150, lng: 15.9819, country: 'Croatia' },
+  'ljubljana': { lat: 46.0569, lng: 14.5058, country: 'Slovenia' },
+  'bratislava': { lat: 48.1486, lng: 17.1077, country: 'Slovakia' },
+  'tallinn': { lat: 59.4370, lng: 24.7536, country: 'Estonia' },
+  'riga': { lat: 56.9496, lng: 24.1052, country: 'Latvia' },
+  'vilnius': { lat: 54.6872, lng: 25.2797, country: 'Lithuania' },
+  'kyiv': { lat: 50.4501, lng: 30.5234, country: 'Ukraine' },
+  'kiev': { lat: 50.4501, lng: 30.5234, country: 'Ukraine' },
+  'lviv': { lat: 49.8397, lng: 24.0297, country: 'Ukraine' },
+  'minsk': { lat: 53.9045, lng: 27.5615, country: 'Belarus' },
+  'moscow': { lat: 55.7558, lng: 37.6173, country: 'Russia' },
+  'st. petersburg': { lat: 59.9311, lng: 30.3609, country: 'Russia' },
+  'saint petersburg': { lat: 59.9311, lng: 30.3609, country: 'Russia' },
+
+  // Middle East
+  'dubai': { lat: 25.2048, lng: 55.2708, country: 'UAE' },
+  'abu dhabi': { lat: 24.4539, lng: 54.3773, country: 'UAE' },
+  'doha': { lat: 25.2854, lng: 51.5310, country: 'Qatar' },
+  'riyadh': { lat: 24.7136, lng: 46.6753, country: 'Saudi Arabia' },
+  'jeddah': { lat: 21.4858, lng: 39.1925, country: 'Saudi Arabia' },
+  'neom': { lat: 28.0000, lng: 35.0000, country: 'Saudi Arabia' },
+  'tel aviv': { lat: 32.0853, lng: 34.7818, country: 'Israel' },
+  'jerusalem': { lat: 31.7683, lng: 35.2137, country: 'Israel' },
+  'haifa': { lat: 32.7940, lng: 34.9896, country: 'Israel' },
+  'amman': { lat: 31.9454, lng: 35.9284, country: 'Jordan' },
+  'beirut': { lat: 33.8938, lng: 35.5018, country: 'Lebanon' },
+  'istanbul': { lat: 41.0082, lng: 28.9784, country: 'Turkey' },
+  'ankara': { lat: 39.9334, lng: 32.8597, country: 'Turkey' },
+  'izmir': { lat: 38.4237, lng: 27.1428, country: 'Turkey' },
+  'tehran': { lat: 35.6892, lng: 51.3890, country: 'Iran' },
+  'cairo': { lat: 30.0444, lng: 31.2357, country: 'Egypt' },
+  'muscat': { lat: 23.5880, lng: 58.3829, country: 'Oman' },
+  'manama': { lat: 26.2285, lng: 50.5860, country: 'Bahrain' },
+  'kuwait city': { lat: 29.3759, lng: 47.9774, country: 'Kuwait' },
+
+  // Asia - East
+  'tokyo': { lat: 35.6762, lng: 139.6503, country: 'Japan' },
+  'osaka': { lat: 34.6937, lng: 135.5023, country: 'Japan' },
+  'kyoto': { lat: 35.0116, lng: 135.7681, country: 'Japan' },
+  'yokohama': { lat: 35.4437, lng: 139.6380, country: 'Japan' },
+  'nagoya': { lat: 35.1815, lng: 136.9066, country: 'Japan' },
+  'fukuoka': { lat: 33.5904, lng: 130.4017, country: 'Japan' },
+  'sapporo': { lat: 43.0618, lng: 141.3545, country: 'Japan' },
+  'kobe': { lat: 34.6901, lng: 135.1956, country: 'Japan' },
+  'seoul': { lat: 37.5665, lng: 126.9780, country: 'South Korea' },
+  'busan': { lat: 35.1796, lng: 129.0756, country: 'South Korea' },
+  'incheon': { lat: 37.4563, lng: 126.7052, country: 'South Korea' },
+  'beijing': { lat: 39.9042, lng: 116.4074, country: 'China' },
+  'shanghai': { lat: 31.2304, lng: 121.4737, country: 'China' },
+  'shenzhen': { lat: 22.5431, lng: 114.0579, country: 'China' },
+  'guangzhou': { lat: 23.1291, lng: 113.2644, country: 'China' },
+  'hong kong': { lat: 22.3193, lng: 114.1694, country: 'Hong Kong' },
+  'hangzhou': { lat: 30.2741, lng: 120.1551, country: 'China' },
+  'chengdu': { lat: 30.5728, lng: 104.0668, country: 'China' },
+  'xian': { lat: 34.3416, lng: 108.9398, country: 'China' },
+  "xi'an": { lat: 34.3416, lng: 108.9398, country: 'China' },
+  'nanjing': { lat: 32.0603, lng: 118.7969, country: 'China' },
+  'wuhan': { lat: 30.5928, lng: 114.3055, country: 'China' },
+  'tianjin': { lat: 39.3434, lng: 117.3616, country: 'China' },
+  'suzhou': { lat: 31.2990, lng: 120.5853, country: 'China' },
+  'taipei': { lat: 25.0330, lng: 121.5654, country: 'Taiwan' },
+  'kaohsiung': { lat: 22.6273, lng: 120.3014, country: 'Taiwan' },
+  'macau': { lat: 22.1987, lng: 113.5439, country: 'Macau' },
+  'macao': { lat: 22.1987, lng: 113.5439, country: 'Macau' },
+
+  // Asia - Southeast
+  'singapore': { lat: 1.3521, lng: 103.8198, country: 'Singapore' },
+  'kuala lumpur': { lat: 3.1390, lng: 101.6869, country: 'Malaysia' },
+  'penang': { lat: 5.4141, lng: 100.3288, country: 'Malaysia' },
+  'jakarta': { lat: -6.2088, lng: 106.8456, country: 'Indonesia' },
+  'bali': { lat: -8.3405, lng: 115.0920, country: 'Indonesia' },
+  'denpasar': { lat: -8.6705, lng: 115.2126, country: 'Indonesia' },
+  'bandung': { lat: -6.9175, lng: 107.6191, country: 'Indonesia' },
+  'surabaya': { lat: -7.2575, lng: 112.7521, country: 'Indonesia' },
+  'bangkok': { lat: 13.7563, lng: 100.5018, country: 'Thailand' },
+  'chiang mai': { lat: 18.7883, lng: 98.9853, country: 'Thailand' },
+  'phuket': { lat: 7.8804, lng: 98.3923, country: 'Thailand' },
+  'ho chi minh city': { lat: 10.8231, lng: 106.6297, country: 'Vietnam' },
+  'saigon': { lat: 10.8231, lng: 106.6297, country: 'Vietnam' },
+  'hanoi': { lat: 21.0278, lng: 105.8342, country: 'Vietnam' },
+  'da nang': { lat: 16.0544, lng: 108.2022, country: 'Vietnam' },
+  'manila': { lat: 14.5995, lng: 120.9842, country: 'Philippines' },
+  'cebu': { lat: 10.3157, lng: 123.8854, country: 'Philippines' },
+  'phnom penh': { lat: 11.5564, lng: 104.9282, country: 'Cambodia' },
+  'yangon': { lat: 16.8661, lng: 96.1951, country: 'Myanmar' },
+
+  // Asia - South
+  'mumbai': { lat: 19.0760, lng: 72.8777, country: 'India' },
+  'bombay': { lat: 19.0760, lng: 72.8777, country: 'India' },
+  'delhi': { lat: 28.7041, lng: 77.1025, country: 'India' },
+  'new delhi': { lat: 28.6139, lng: 77.2090, country: 'India' },
+  'bangalore': { lat: 12.9716, lng: 77.5946, country: 'India' },
+  'bengaluru': { lat: 12.9716, lng: 77.5946, country: 'India' },
+  'hyderabad': { lat: 17.3850, lng: 78.4867, country: 'India' },
+  'chennai': { lat: 13.0827, lng: 80.2707, country: 'India' },
+  'madras': { lat: 13.0827, lng: 80.2707, country: 'India' },
+  'pune': { lat: 18.5204, lng: 73.8567, country: 'India' },
+  'kolkata': { lat: 22.5726, lng: 88.3639, country: 'India' },
+  'calcutta': { lat: 22.5726, lng: 88.3639, country: 'India' },
+  'ahmedabad': { lat: 23.0225, lng: 72.5714, country: 'India' },
+  'jaipur': { lat: 26.9124, lng: 75.7873, country: 'India' },
+  'gurgaon': { lat: 28.4595, lng: 77.0266, country: 'India' },
+  'gurugram': { lat: 28.4595, lng: 77.0266, country: 'India' },
+  'noida': { lat: 28.5355, lng: 77.3910, country: 'India' },
+  'kochi': { lat: 9.9312, lng: 76.2673, country: 'India' },
+  'goa': { lat: 15.2993, lng: 74.1240, country: 'India' },
+  'karachi': { lat: 24.8607, lng: 67.0011, country: 'Pakistan' },
+  'lahore': { lat: 31.5497, lng: 74.3436, country: 'Pakistan' },
+  'islamabad': { lat: 33.6844, lng: 73.0479, country: 'Pakistan' },
+  'dhaka': { lat: 23.8103, lng: 90.4125, country: 'Bangladesh' },
+  'colombo': { lat: 6.9271, lng: 79.8612, country: 'Sri Lanka' },
+  'kathmandu': { lat: 27.7172, lng: 85.3240, country: 'Nepal' },
+
+  // Africa
+  'cape town': { lat: -33.9249, lng: 18.4241, country: 'South Africa' },
+  'johannesburg': { lat: -26.2041, lng: 28.0473, country: 'South Africa' },
+  'pretoria': { lat: -25.7479, lng: 28.2293, country: 'South Africa' },
+  'durban': { lat: -29.8587, lng: 31.0218, country: 'South Africa' },
+  'lagos': { lat: 6.5244, lng: 3.3792, country: 'Nigeria' },
+  'abuja': { lat: 9.0765, lng: 7.3986, country: 'Nigeria' },
+  'nairobi': { lat: -1.2921, lng: 36.8219, country: 'Kenya' },
+  'accra': { lat: 5.6037, lng: -0.1870, country: 'Ghana' },
+  'casablanca': { lat: 33.5731, lng: -7.5898, country: 'Morocco' },
+  'marrakech': { lat: 31.6295, lng: -7.9811, country: 'Morocco' },
+  'tunis': { lat: 36.8065, lng: 10.1815, country: 'Tunisia' },
+  'algiers': { lat: 36.7538, lng: 3.0588, country: 'Algeria' },
+  'addis ababa': { lat: 8.9806, lng: 38.7578, country: 'Ethiopia' },
+  'dar es salaam': { lat: -6.7924, lng: 39.2083, country: 'Tanzania' },
+  'kampala': { lat: 0.3476, lng: 32.5825, country: 'Uganda' },
+  'kigali': { lat: -1.9403, lng: 29.8739, country: 'Rwanda' },
+  'mauritius': { lat: -20.3484, lng: 57.5522, country: 'Mauritius' },
+  'port louis': { lat: -20.1609, lng: 57.5012, country: 'Mauritius' },
+
+  // Oceania
+  'sydney': { lat: -33.8688, lng: 151.2093, country: 'Australia' },
+  'melbourne': { lat: -37.8136, lng: 144.9631, country: 'Australia' },
+  'brisbane': { lat: -27.4698, lng: 153.0251, country: 'Australia' },
+  'perth': { lat: -31.9505, lng: 115.8605, country: 'Australia' },
+  'adelaide': { lat: -34.9285, lng: 138.6007, country: 'Australia' },
+  'canberra': { lat: -35.2809, lng: 149.1300, country: 'Australia' },
+  'gold coast': { lat: -28.0167, lng: 153.4000, country: 'Australia' },
+  'auckland': { lat: -36.8509, lng: 174.7645, country: 'New Zealand' },
+  'wellington': { lat: -41.2865, lng: 174.7762, country: 'New Zealand' },
+  'christchurch': { lat: -43.5321, lng: 172.6362, country: 'New Zealand' },
+
+  // Online/Virtual
+  'online': { lat: 0, lng: 0, country: 'Virtual', virtual: true },
+  'virtual': { lat: 0, lng: 0, country: 'Virtual', virtual: true },
+  'hybrid': { lat: 0, lng: 0, country: 'Virtual', virtual: true },
+};
+
+function normalizeLocation(location) {
+  if (!location) return null;
+
+  // Clean up the location string
+  let normalized = location.toLowerCase().trim();
+
+  // Remove common suffixes/prefixes
+  normalized = normalized.replace(/^hybrid:\s*/i, '');
+  normalized = normalized.replace(/,\s*(usa|us|uk|canada)$/i, '');
+
+  // Direct lookup
+  if (CITY_COORDS[normalized]) {
+    return { ...CITY_COORDS[normalized], original: location };
+  }
+
+  // Try removing state/country suffix
+  const parts = normalized.split(',');
+  if (parts.length > 1) {
+    const city = parts[0].trim();
+    if (CITY_COORDS[city]) {
+      return { ...CITY_COORDS[city], original: location };
+    }
+  }
+
+  // Try fuzzy match (contains)
+  for (const [key, coords] of Object.entries(CITY_COORDS)) {
+    if (normalized.includes(key) || key.includes(normalized)) {
+      return { ...coords, original: location };
+    }
+  }
+
+  return null;
+}
+
+function parseICS(icsText) {
+  const events = [];
+  const eventBlocks = icsText.split('BEGIN:VEVENT').slice(1);
+
+  for (const block of eventBlocks) {
+    const summaryMatch = block.match(/SUMMARY:(.+)/);
+    const locationMatch = block.match(/LOCATION:(.+)/);
+    const dtstartMatch = block.match(/DTSTART;VALUE=DATE:(\d+)/);
+    const dtendMatch = block.match(/DTEND;VALUE=DATE:(\d+)/);
+    const urlMatch = block.match(/URL:(.+)/);
+    const uidMatch = block.match(/UID:(.+)/);
+
+    if (summaryMatch && dtstartMatch) {
+      const summary = summaryMatch[1].trim();
+      const location = locationMatch ? locationMatch[1].trim() : null;
+      const startDate = dtstartMatch[1];
+      const endDate = dtendMatch ? dtendMatch[1] : startDate;
+      const url = urlMatch ? urlMatch[1].trim() : null;
+      const uid = uidMatch ? uidMatch[1].trim() : null;
+
+      // Determine event type
+      let type = 'other';
+      if (summary.startsWith('Earnings:')) type = 'earnings';
+      else if (summary.startsWith('IPO')) type = 'ipo';
+      else if (location) type = 'conference';
+
+      // Parse coordinates if location exists
+      const coords = normalizeLocation(location);
+
+      events.push({
+        id: uid,
+        title: summary,
+        type,
+        location: location,
+        coords: coords,
+        startDate: `${startDate.slice(0, 4)}-${startDate.slice(4, 6)}-${startDate.slice(6, 8)}`,
+        endDate: `${endDate.slice(0, 4)}-${endDate.slice(4, 6)}-${endDate.slice(6, 8)}`,
+        url: url,
+        source: 'techmeme',
+      });
+    }
+  }
+
+  return events.sort((a, b) => a.startDate.localeCompare(b.startDate));
+}
+
+function parseDevEventsRSS(rssText) {
+  const events = [];
+
+  // Simple regex-based RSS parsing for edge runtime
+  const itemMatches = rssText.matchAll(/<item>([\s\S]*?)<\/item>/g);
+
+  for (const match of itemMatches) {
+    const item = match[1];
+
+    const titleMatch = item.match(/<title><!\[CDATA\[(.*?)\]\]><\/title>|<title>(.*?)<\/title>/);
+    const linkMatch = item.match(/<link>(.*?)<\/link>/);
+    const descMatch = item.match(/<description><!\[CDATA\[(.*?)\]\]><\/description>|<description>(.*?)<\/description>/s);
+    const guidMatch = item.match(/<guid[^>]*>(.*?)<\/guid>/);
+
+    const title = titleMatch ? (titleMatch[1] || titleMatch[2]) : null;
+    const link = linkMatch ? linkMatch[1] : null;
+    const description = descMatch ? (descMatch[1] || descMatch[2]) : '';
+    const guid = guidMatch ? guidMatch[1] : null;
+
+    if (!title) continue;
+
+    // Parse date from description: "EventName is happening on Month Day, Year"
+    const dateMatch = description.match(/on\s+(\w+\s+\d{1,2},?\s+\d{4})/i);
+    let startDate = null;
+    if (dateMatch) {
+      const parsed = new Date(dateMatch[1]);
+      if (!isNaN(parsed.getTime())) {
+        startDate = parsed.toISOString().split('T')[0];
+      }
+    }
+
+    // Parse location from description: various formats
+    let location = null;
+    const locationMatch = description.match(/(?:in|at)\s+([A-Za-z\s]+,\s*[A-Za-z\s]+)(?:\.|$)/i) ||
+                          description.match(/Location:\s*([^<\n]+)/i);
+    if (locationMatch) {
+      location = locationMatch[1].trim();
+    }
+    // Check for "Online" events
+    if (description.toLowerCase().includes('online')) {
+      location = 'Online';
+    }
+
+    // Skip events without valid dates or in the past
+    if (!startDate) continue;
+    const eventDate = new Date(startDate);
+    const now = new Date();
+    now.setHours(0, 0, 0, 0);
+    if (eventDate < now) continue;
+
+    const coords = location && location !== 'Online' ? normalizeLocation(location) : null;
+    if (location === 'Online') {
+      // Mark as virtual
+      if (coords) coords.virtual = true;
+    }
+
+    events.push({
+      id: guid || `dev-events-${title.slice(0, 20)}`,
+      title: title,
+      type: 'conference',
+      location: location,
+      coords: coords || (location === 'Online' ? { virtual: true, original: 'Online' } : null),
+      startDate: startDate,
+      endDate: startDate, // RSS doesn't have end date
+      url: link,
+      source: 'dev.events',
+    });
+  }
+
+  return events;
+}
+
+export default async function handler(req) {
+  const cors = getCorsHeaders(req);
+  if (isDisallowedOrigin(req)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), { status: 403, headers: cors });
+  }
+  const url = new URL(req.url);
+  const type = url.searchParams.get('type'); // 'all', 'conferences', 'earnings', 'ipo'
+  const mappable = url.searchParams.get('mappable') === 'true'; // Only return events with coords
+  const limit = parseInt(url.searchParams.get('limit')) || 0; // Max events (0 = unlimited)
+  const days = parseInt(url.searchParams.get('days')) || 0; // Events within N days (0 = unlimited)
+
+  try {
+    // Fetch both sources in parallel
+    const [icsResponse, rssResponse] = await Promise.allSettled([
+      fetch(ICS_URL, {
+        headers: { 'User-Agent': 'Mozilla/5.0 (compatible; WorldMonitor/1.0)' },
+      }),
+      fetch(DEV_EVENTS_RSS, {
+        headers: { 'User-Agent': 'Mozilla/5.0 (compatible; WorldMonitor/1.0)' },
+      }),
+    ]);
+
+    let events = [];
+
+    // Parse Techmeme ICS
+    if (icsResponse.status === 'fulfilled' && icsResponse.value.ok) {
+      const icsText = await icsResponse.value.text();
+      events.push(...parseICS(icsText));
+    } else {
+      console.warn('Failed to fetch Techmeme ICS');
+    }
+
+    // Parse dev.events RSS
+    if (rssResponse.status === 'fulfilled' && rssResponse.value.ok) {
+      const rssText = await rssResponse.value.text();
+      const devEvents = parseDevEventsRSS(rssText);
+      events.push(...devEvents);
+    } else {
+      console.warn('Failed to fetch dev.events RSS');
+    }
+
+    // Add curated events (major conferences that may fall off limited RSS feeds)
+    const now = new Date();
+    now.setHours(0, 0, 0, 0);
+    for (const curated of CURATED_EVENTS) {
+      const eventDate = new Date(curated.startDate);
+      if (eventDate >= now) {
+        events.push(curated);
+      }
+    }
+
+    // Deduplicate by title similarity (rough match)
+    const seen = new Set();
+    events = events.filter(e => {
+      const key = e.title.toLowerCase().replace(/[^a-z0-9]/g, '').slice(0, 30);
+      if (seen.has(key)) return false;
+      seen.add(key);
+      return true;
+    });
+
+    // Sort by date
+    events.sort((a, b) => a.startDate.localeCompare(b.startDate));
+
+    // Filter by type if specified
+    if (type && type !== 'all') {
+      events = events.filter(e => e.type === type);
+    }
+
+    // Filter to only mappable events if requested
+    if (mappable) {
+      events = events.filter(e => e.coords && !e.coords.virtual);
+    }
+
+    // Filter by time range if specified
+    if (days > 0) {
+      const cutoff = new Date();
+      cutoff.setDate(cutoff.getDate() + days);
+      events = events.filter(e => new Date(e.startDate) <= cutoff);
+    }
+
+    // Apply limit if specified
+    if (limit > 0) {
+      events = events.slice(0, limit);
+    }
+
+    // Add metadata
+    const conferences = events.filter(e => e.type === 'conference');
+    const mappableCount = conferences.filter(e => e.coords && !e.coords.virtual).length;
+
+    return new Response(JSON.stringify({
+      success: true,
+      count: events.length,
+      conferenceCount: conferences.length,
+      mappableCount,
+      lastUpdated: new Date().toISOString(),
+      events,
+    }), {
+      status: 200,
+      headers: {
+        'Content-Type': 'application/json',
+        ...cors,
+        'Cache-Control': 'public, max-age=1800, s-maxage=1800, stale-while-revalidate=300',
+      },
+    });
+  } catch (error) {
+    console.error('Tech events error:', error);
+    return new Response(JSON.stringify({
+      success: false,
+      error: error.message,
+    }), {
+      status: 500,
+      headers: {
+        'Content-Type': 'application/json',
+        ...cors,
+      },
+    });
+  }
+}
diff --git a/api/temporal-baseline.js b/api/temporal-baseline.js
new file mode 100644
index 000000000..3c1b18a00
--- /dev/null
+++ b/api/temporal-baseline.js
@@ -0,0 +1,176 @@
+/**
+ * Temporal Baseline Anomaly Detection API
+ * Stores and queries activity baselines using Welford's online algorithm
+ * Backed by Upstash Redis for cross-user persistence
+ *
+ * GET ?type=military_flights&region=global&count=47 — check anomaly
+ * POST { updates: [{ type, region, count }] } — batch update baselines
+ */
+
+import { getCachedJson, setCachedJson, mget } from './_upstash-cache.js';
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+
+export const config = {
+  runtime: 'edge',
+};
+
+const BASELINE_TTL = 7776000; // 90 days in seconds
+const MIN_SAMPLES = 10;
+const Z_THRESHOLD_LOW = 1.5;
+const Z_THRESHOLD_MEDIUM = 2.0;
+const Z_THRESHOLD_HIGH = 3.0;
+
+const VALID_TYPES = ['military_flights', 'vessels', 'protests', 'news', 'ais_gaps', 'satellite_fires'];
+
+function makeKey(type, region, weekday, month) {
+  return `baseline:${type}:${region}:${weekday}:${month}`;
+}
+
+function getSeverity(zScore) {
+  if (zScore >= Z_THRESHOLD_HIGH) return 'critical';
+  if (zScore >= Z_THRESHOLD_MEDIUM) return 'high';
+  if (zScore >= Z_THRESHOLD_LOW) return 'medium';
+  return 'normal';
+}
+
+export default async function handler(request) {
+  const corsHeaders = getCorsHeaders(request, 'GET, POST, OPTIONS');
+
+  if (request.method === 'OPTIONS') {
+    return new Response(null, { status: 204, headers: corsHeaders });
+  }
+
+  if (isDisallowedOrigin(request)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), {
+      status: 403,
+      headers: { 'Content-Type': 'application/json' },
+    });
+  }
+
+  try {
+    if (request.method === 'GET') {
+      return await handleGet(request);
+    } else if (request.method === 'POST') {
+      return await handlePost(request);
+    }
+    return new Response(JSON.stringify({ error: 'Method not allowed' }), {
+      status: 405,
+      headers: { ...corsHeaders, 'Content-Type': 'application/json' },
+    });
+  } catch (err) {
+    console.error('[TemporalBaseline] Error:', err);
+    return new Response(JSON.stringify({ error: 'Internal error' }), {
+      status: 500,
+      headers: { 'Content-Type': 'application/json' },
+    });
+  }
+}
+
+async function handleGet(request) {
+  const { searchParams } = new URL(request.url);
+  const type = searchParams.get('type');
+  const region = searchParams.get('region') || 'global';
+  const count = parseFloat(searchParams.get('count'));
+
+  if (!type || !VALID_TYPES.includes(type) || isNaN(count)) {
+    return json({ error: 'Missing or invalid params: type, count required' }, 400);
+  }
+
+  const now = new Date();
+  const weekday = now.getUTCDay();
+  const month = now.getUTCMonth() + 1;
+  const key = makeKey(type, region, weekday, month);
+
+  const baseline = await getCachedJson(key);
+
+  if (!baseline || baseline.sampleCount < MIN_SAMPLES) {
+    return json({
+      anomaly: null,
+      learning: true,
+      sampleCount: baseline?.sampleCount || 0,
+      samplesNeeded: MIN_SAMPLES,
+    });
+  }
+
+  const variance = Math.max(0, baseline.m2 / (baseline.sampleCount - 1));
+  const stdDev = Math.sqrt(variance);
+  const zScore = stdDev > 0 ? Math.abs((count - baseline.mean) / stdDev) : 0;
+  const severity = getSeverity(zScore);
+  const multiplier = baseline.mean > 0
+    ? Math.round((count / baseline.mean) * 100) / 100
+    : count > 0 ? 999 : 1;
+
+  return json({
+    anomaly: zScore >= Z_THRESHOLD_LOW ? {
+      zScore: Math.round(zScore * 100) / 100,
+      severity,
+      multiplier,
+    } : null,
+    baseline: {
+      mean: Math.round(baseline.mean * 100) / 100,
+      stdDev: Math.round(stdDev * 100) / 100,
+      sampleCount: baseline.sampleCount,
+    },
+    learning: false,
+  });
+}
+
+async function handlePost(request) {
+  const contentLength = parseInt(request.headers.get('content-length') || '0', 10);
+  if (contentLength > 51200) {
+    return json({ error: 'Payload too large' }, 413);
+  }
+
+  const body = await request.json();
+  const updates = body?.updates;
+
+  if (!Array.isArray(updates) || updates.length === 0) {
+    return json({ error: 'Body must have updates array' }, 400);
+  }
+
+  const batch = updates.slice(0, 20);
+  const now = new Date();
+  const weekday = now.getUTCDay();
+  const month = now.getUTCMonth() + 1;
+
+  const keys = batch.map(u => makeKey(u.type, u.region || 'global', weekday, month));
+  const existing = await mget(...keys);
+
+  const writes = [];
+
+  for (let i = 0; i < batch.length; i++) {
+    const { type, region = 'global', count } = batch[i];
+    if (!VALID_TYPES.includes(type) || typeof count !== 'number' || isNaN(count)) continue;
+
+    const prev = existing[i] || { mean: 0, m2: 0, sampleCount: 0 };
+
+    const n = prev.sampleCount + 1;
+    const delta = count - prev.mean;
+    const newMean = prev.mean + delta / n;
+    const delta2 = count - newMean;
+    const newM2 = prev.m2 + delta * delta2;
+
+    writes.push(setCachedJson(keys[i], {
+      mean: newMean,
+      m2: newM2,
+      sampleCount: n,
+      lastUpdated: now.toISOString(),
+    }, BASELINE_TTL));
+  }
+
+  if (writes.length > 0) {
+    await Promise.all(writes);
+  }
+
+  return json({ updated: writes.length });
+}
+
+function json(data, status = 200) {
+  return new Response(JSON.stringify(data), {
+    status,
+    headers: {
+      'Content-Type': 'application/json',
+      'Cache-Control': 'no-store',
+    },
+  });
+}
diff --git a/api/theater-posture.js b/api/theater-posture.js
new file mode 100644
index 000000000..6aac037d4
--- /dev/null
+++ b/api/theater-posture.js
@@ -0,0 +1,611 @@
+/**
+ * Theater Posture API - Aggregates military aircraft by theater
+ * Caches results in Upstash Redis for cross-user efficiency
+ * TTL: 5 minutes (matches OpenSky refresh rate)
+ */
+
+import { getCachedJson, setCachedJson } from './_upstash-cache.js';
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+
+export const config = {
+  runtime: 'edge',
+};
+
+const CACHE_TTL_SECONDS = 300; // 5 minutes
+const STALE_CACHE_TTL_SECONDS = 86400; // 24 hours - serve stale data when API is down
+const BACKUP_CACHE_TTL_SECONDS = 604800; // 7 days - last resort backup
+const CACHE_KEY = 'theater-posture:v4';
+const STALE_CACHE_KEY = 'theater-posture:stale:v4';
+const BACKUP_CACHE_KEY = 'theater-posture:backup:v4';
+
+// Theater definitions (matches client-side POSTURE_THEATERS)
+const POSTURE_THEATERS = [
+  {
+    id: 'iran-theater',
+    name: 'Iran Theater',
+    shortName: 'IRAN',
+    targetNation: 'Iran',
+    bounds: { north: 42, south: 20, east: 65, west: 30 },
+    thresholds: { elevated: 8, critical: 20 },
+    strikeIndicators: { minTankers: 2, minAwacs: 1, minFighters: 5 },
+  },
+  {
+    id: 'taiwan-theater',
+    name: 'Taiwan Strait',
+    shortName: 'TAIWAN',
+    targetNation: 'Taiwan',
+    bounds: { north: 30, south: 18, east: 130, west: 115 },
+    thresholds: { elevated: 6, critical: 15 },
+    strikeIndicators: { minTankers: 1, minAwacs: 1, minFighters: 4 },
+  },
+  {
+    id: 'baltic-theater',
+    name: 'Baltic Theater',
+    shortName: 'BALTIC',
+    targetNation: null,
+    bounds: { north: 65, south: 52, east: 32, west: 10 },
+    thresholds: { elevated: 5, critical: 12 },
+    strikeIndicators: { minTankers: 1, minAwacs: 1, minFighters: 3 },
+  },
+  {
+    id: 'blacksea-theater',
+    name: 'Black Sea',
+    shortName: 'BLACK SEA',
+    targetNation: null,
+    bounds: { north: 48, south: 40, east: 42, west: 26 },
+    thresholds: { elevated: 4, critical: 10 },
+    strikeIndicators: { minTankers: 1, minAwacs: 1, minFighters: 3 },
+  },
+  {
+    id: 'korea-theater',
+    name: 'Korean Peninsula',
+    shortName: 'KOREA',
+    targetNation: 'North Korea',
+    bounds: { north: 43, south: 33, east: 132, west: 124 },
+    thresholds: { elevated: 5, critical: 12 },
+    strikeIndicators: { minTankers: 1, minAwacs: 1, minFighters: 3 },
+  },
+  {
+    id: 'south-china-sea',
+    name: 'South China Sea',
+    shortName: 'SCS',
+    targetNation: null,
+    bounds: { north: 25, south: 5, east: 121, west: 105 },
+    thresholds: { elevated: 6, critical: 15 },
+    strikeIndicators: { minTankers: 1, minAwacs: 1, minFighters: 4 },
+  },
+  {
+    id: 'east-med-theater',
+    name: 'Eastern Mediterranean',
+    shortName: 'E.MED',
+    targetNation: null,
+    bounds: { north: 37, south: 33, east: 37, west: 25 },
+    thresholds: { elevated: 4, critical: 10 },
+    strikeIndicators: { minTankers: 1, minAwacs: 1, minFighters: 3 },
+  },
+  {
+    id: 'israel-gaza-theater',
+    name: 'Israel/Gaza',
+    shortName: 'GAZA',
+    targetNation: 'Gaza',
+    bounds: { north: 33, south: 29, east: 36, west: 33 },
+    thresholds: { elevated: 3, critical: 8 },
+    strikeIndicators: { minTankers: 1, minAwacs: 1, minFighters: 3 },
+  },
+  {
+    id: 'yemen-redsea-theater',
+    name: 'Yemen/Red Sea',
+    shortName: 'RED SEA',
+    targetNation: 'Yemen',
+    bounds: { north: 22, south: 11, east: 54, west: 32 },
+    thresholds: { elevated: 4, critical: 10 },
+    strikeIndicators: { minTankers: 1, minAwacs: 1, minFighters: 3 },
+  },
+];
+
+// Military hex database from ADS-B Exchange (updated daily at adsbexchange.com)
+// Contains ~20k verified military aircraft hex IDs
+import { MILITARY_HEX_LIST } from './data/military-hex-db.js';
+
+// Create Set for O(1) lookup
+const MILITARY_HEX_SET = new Set(MILITARY_HEX_LIST.map(h => h.toLowerCase()));
+console.log(`[TheaterPosture] Loaded ${MILITARY_HEX_SET.size} military hex IDs from ADS-B Exchange`);
+
+// Check if ICAO hex is in military database
+function isMilitaryHex(hexId) {
+  if (!hexId) return false;
+  // Handle both string and number, remove ~ prefix if present
+  const cleanHex = String(hexId).replace(/^~/, '').toLowerCase();
+  return MILITARY_HEX_SET.has(cleanHex);
+}
+
+// Military callsign prefixes for identification
+const MILITARY_PREFIXES = [
+  // US Military
+  'RCH', 'REACH', 'MOOSE', 'EVAC', 'DUSTOFF', 'PEDRO', // Transport/medevac
+  'DUKE', 'HAVOC', 'KNIFE', 'WARHAWK', 'VIPER', 'RAGE', 'FURY', // Fighters
+  'SHELL', 'TEXACO', 'ARCO', 'ESSO', 'PETRO', // Tankers
+  'SENTRY', 'AWACS', 'MAGIC', 'DISCO', 'DARKSTAR', // AWACS/ISR
+  'COBRA', 'PYTHON', 'RAPTOR', 'EAGLE', 'HAWK', 'TALON', // Various
+  'BOXER', 'OMNI', 'TOPCAT', 'SKULL', 'REAPER', 'HUNTER', // More callsigns
+  'ARMY', 'NAVY', 'USAF', 'USMC', 'USCG', // Service prefixes
+  'AE', 'CNV', 'PAT', 'SAM', 'EXEC', // Special missions
+  'OPS', 'CTF', 'TF', // Operations/Task Force
+  // NATO
+  'NATO', 'GAF', 'RRF', 'RAF', 'FAF', 'IAF', 'RNLAF', 'BAF', 'DAF', 'HAF', 'PAF',
+  'SWORD', 'LANCE', 'ARROW', 'SPARTAN', // NATO tactical
+  // Middle East (avoid UAE - conflicts with Emirates airline)
+  'RSAF', 'EMIRI', 'UAEAF', 'KAF', 'QAF', 'BAHAF', 'OMAAF', // Gulf states
+  'IRIAF', 'IRG', 'IRGC', // Iran (IAF already in NATO section covers Israel)
+  'TAF', 'TUAF', // Turkey
+  // Russia
+  'RSD', 'RF', 'RFF', 'VKS',
+  // China (NOTE: CCA is Air China airline, not military)
+  'CHN', 'PLAAF', 'PLA',
+];
+
+// Airline ICAO codes to exclude from military detection (Set for O(1) lookup)
+const AIRLINE_CODES = new Set([
+  // Middle East
+  'SVA', 'QTR', 'THY', 'UAE', 'ETD', 'GFA', 'MEA', 'RJA', 'KAC', 'ELY',
+  'IAW', 'IRA', 'MSR', 'SYR', 'PGT', 'AXB', 'FDB', 'KNE', 'FAD', 'ADY', 'OMA',
+  'ABQ', 'ABY', 'NIA', 'FJA', 'SWR', 'HZA', 'OMS', 'EGF', 'NOS', 'SXD',
+  // Europe
+  'BAW', 'AFR', 'DLH', 'KLM', 'AUA', 'SAS', 'FIN', 'LOT', 'AZA', 'TAP', 'IBE',
+  'VLG', 'RYR', 'EZY', 'WZZ', 'NOZ', 'BEL', 'AEE', 'ROT',
+  // Asia
+  'AIC', 'CPA', 'SIA', 'MAS', 'THA', 'VNM', 'JAL', 'ANA', 'KAL', 'AAR', 'EVA',
+  'CAL', 'CCA', 'CES', 'CSN', 'HDA', 'CHH', 'CXA', 'GIA', 'PAL', 'SLK',
+  // Americas
+  'AAL', 'DAL', 'UAL', 'SWA', 'JBU', 'FFT', 'ASA', 'NKS', 'WJA', 'ACA',
+  // Cargo
+  'FDX', 'UPS', 'GTI', 'ABW', 'CLX', 'MPH',
+  // Generic
+  'AIR', 'SKY', 'JET',
+]);
+
+// Aircraft type detection from callsign patterns
+function detectAircraftType(callsign) {
+  if (!callsign) return 'unknown';
+  const cs = callsign.toUpperCase().trim();
+
+  // Tankers
+  if (/^(SHELL|TEXACO|ARCO|ESSO|PETRO)/.test(cs)) return 'tanker';
+  if (/^(KC|STRAT)/.test(cs)) return 'tanker';
+
+  // AWACS
+  if (/^(SENTRY|AWACS|MAGIC|DISCO|DARKSTAR)/.test(cs)) return 'awacs';
+  if (/^(E3|E8|E6)/.test(cs)) return 'awacs';
+
+  // Transport
+  if (/^(RCH|REACH|MOOSE|EVAC|DUSTOFF)/.test(cs)) return 'transport';
+  if (/^(C17|C5|C130|C40)/.test(cs)) return 'transport';
+
+  // Reconnaissance
+  if (/^(HOMER|OLIVE|JAKE|PSEUDO|GORDO)/.test(cs)) return 'reconnaissance';
+  if (/^(RC|U2|SR)/.test(cs)) return 'reconnaissance';
+
+  // Drones/UAVs
+  if (/^(RQ|MQ|REAPER|PREDATOR|GLOBAL)/.test(cs)) return 'drone';
+
+  // Bombers
+  if (/^(DEATH|BONE|DOOM)/.test(cs)) return 'bomber';
+  if (/^(B52|B1|B2)/.test(cs)) return 'bomber';
+
+  // Default to unknown for unrecognized military aircraft
+  return 'unknown';
+}
+
+// Check if callsign is military
+function isMilitaryCallsign(callsign) {
+  if (!callsign) return false;
+  const cs = callsign.toUpperCase().trim();
+
+  // Check prefixes
+  for (const prefix of MILITARY_PREFIXES) {
+    if (cs.startsWith(prefix)) return true;
+  }
+
+  // Check patterns - tactical callsigns (word + small number)
+  // DUKE01, VIPER12, RAGE1 but NOT airline codes like PGT5873, IAW9011
+  if (/^[A-Z]{4,}\d{1,3}$/.test(cs)) return true;
+
+  // Short tactical: 3 letters + 1-2 digits (but exclude common airlines)
+  // This catches OPS4, CTF01, TF12 but blocks SVA12, QTR76, etc.
+  if (/^[A-Z]{3}\d{1,2}$/.test(cs)) {
+    const prefix = cs.slice(0, 3);
+    if (!AIRLINE_CODES.has(prefix)) return true;
+  }
+
+  return false;
+}
+
+// Fetch military flights from OpenSky
+async function fetchMilitaryFlights() {
+  const isSidecar = (process.env.LOCAL_API_MODE || '').includes('sidecar');
+  // Desktop sidecar: fetch directly from OpenSky (single user, no rate limit concern)
+  // Cloud: use Railway relay to avoid OpenSky rate limits across many users
+  const baseUrl = isSidecar
+    ? 'https://opensky-network.org/api/states/all'
+    : (process.env.WS_RELAY_URL ? process.env.WS_RELAY_URL + '/opensky' : null);
+
+  if (!baseUrl) return [];
+
+  // Fetch global data with 20s timeout (Edge has 25s limit)
+  const controller = new AbortController();
+  const timeoutId = setTimeout(() => controller.abort(), 20000);
+
+  try {
+    console.log('[TheaterPosture] Fetching from:', baseUrl);
+    const response = await fetch(baseUrl, {
+      headers: {
+        'Accept': 'application/json',
+        'User-Agent': 'Mozilla/5.0 WorldMonitor/1.0',
+      },
+      signal: controller.signal,
+    });
+
+    if (!response.ok) {
+      throw new Error(`OpenSky API error: ${response.status}`);
+    }
+
+    const data = await response.json();
+    if (!data.states) return [];
+
+    // Filter and transform to military flights
+    const flights = [];
+    for (const state of data.states) {
+      const [icao24, callsign, , , , lon, lat, altitude, onGround, velocity, heading] = state;
+
+      // Skip if no position
+      if (lat == null || lon == null) continue;
+
+      // Skip if on ground
+      if (onGround) continue;
+
+      // Check if military (by callsign OR hex range)
+      const isMilitary = isMilitaryCallsign(callsign) || isMilitaryHex(icao24);
+      if (!isMilitary) continue;
+
+      flights.push({
+        id: icao24,
+        callsign: callsign?.trim() || '',
+        lat,
+        lon,
+        altitude: altitude || 0,
+        heading: heading || 0,
+        speed: velocity || 0,
+        aircraftType: detectAircraftType(callsign),
+        operator: 'unknown',
+        militaryHex: isMilitaryHex(icao24),
+      });
+    }
+
+    return flights;
+  } catch (err) {
+    if (err.name === 'AbortError') {
+      throw new Error('OpenSky API timeout - try again');
+    }
+    throw err;
+  } finally {
+    clearTimeout(timeoutId);
+  }
+}
+
+// Fetch military flights from Wingbits (fallback when OpenSky fails)
+async function fetchMilitaryFlightsFromWingbits() {
+  const apiKey = process.env.WINGBITS_API_KEY;
+  if (!apiKey) {
+    console.log('[TheaterPosture] Wingbits not configured, skipping fallback');
+    return null;
+  }
+
+  console.log('[TheaterPosture] Trying Wingbits fallback...');
+
+  // Build batch request for all theaters
+  const areas = POSTURE_THEATERS.map(theater => ({
+    alias: theater.id,
+    by: 'box',
+    la: (theater.bounds.north + theater.bounds.south) / 2,
+    lo: (theater.bounds.east + theater.bounds.west) / 2,
+    w: Math.abs(theater.bounds.east - theater.bounds.west) * 60, // degrees to nm
+    h: Math.abs(theater.bounds.north - theater.bounds.south) * 60,
+    unit: 'nm',
+  }));
+
+  const controller = new AbortController();
+  const timeoutId = setTimeout(() => controller.abort(), 15000);
+
+  try {
+    const response = await fetch('https://customer-api.wingbits.com/v1/flights', {
+      method: 'POST',
+      headers: {
+        'x-api-key': apiKey,
+        'Accept': 'application/json',
+        'Content-Type': 'application/json',
+      },
+      body: JSON.stringify(areas),
+      signal: controller.signal,
+    });
+
+    if (!response.ok) {
+      console.warn('[TheaterPosture] Wingbits API error:', response.status);
+      return null;
+    }
+
+    const data = await response.json();
+    console.log('[TheaterPosture] Wingbits returned', data.length, 'theater results');
+
+    // Transform Wingbits data to our format
+    // Wingbits uses short field names: h=icao24, f=flight, la=lat, lo=lon, ab=alt, th=heading, gs=speed
+    const flights = [];
+    const seenIds = new Set();
+
+    for (const areaResult of data) {
+      // Batch response: each area result has flights in various possible formats
+      const areaFlights = areaResult.flights || areaResult.data || areaResult || [];
+      const flightList = Array.isArray(areaFlights) ? areaFlights : [];
+
+      for (const f of flightList) {
+        // Get icao24 - Wingbits uses 'h' for hex ID
+        const icao24 = f.h || f.icao24 || f.id;
+        if (!icao24) continue;
+
+        // Skip duplicates (aircraft may appear in multiple theaters)
+        if (seenIds.has(icao24)) continue;
+        seenIds.add(icao24);
+
+        // Get callsign - Wingbits uses 'f' for flight
+        const callsign = f.f || f.callsign || f.flight || '';
+
+        // Skip if not military (by callsign OR hex range)
+        const isMilitary = isMilitaryCallsign(callsign) || isMilitaryHex(icao24);
+        if (!isMilitary) continue;
+
+        flights.push({
+          id: icao24,
+          callsign: callsign.trim(),
+          lat: f.la || f.latitude || f.lat,
+          lon: f.lo || f.longitude || f.lon || f.lng,
+          altitude: f.ab || f.altitude || f.alt || 0,
+          heading: f.th || f.heading || f.track || 0,
+          speed: f.gs || f.groundSpeed || f.speed || f.velocity || 0,
+          aircraftType: detectAircraftType(callsign),
+          operator: f.operator || 'unknown',
+          source: 'wingbits',
+          militaryHex: isMilitaryHex(icao24),
+        });
+      }
+    }
+
+    console.log('[TheaterPosture] Wingbits: found', flights.length, 'military flights');
+    return flights;
+  } catch (err) {
+    console.error('[TheaterPosture] Wingbits fetch error:', err.message);
+    return null;
+  } finally {
+    clearTimeout(timeoutId);
+  }
+}
+
+// Calculate theater postures
+function calculatePostures(flights) {
+  const summaries = [];
+
+  for (const theater of POSTURE_THEATERS) {
+    // Filter flights within theater bounds
+    const theaterFlights = flights.filter(f =>
+      f.lat >= theater.bounds.south &&
+      f.lat <= theater.bounds.north &&
+      f.lon >= theater.bounds.west &&
+      f.lon <= theater.bounds.east
+    );
+
+    // Count by type
+    const byType = {
+      fighters: theaterFlights.filter(f => f.aircraftType === 'fighter').length,
+      tankers: theaterFlights.filter(f => f.aircraftType === 'tanker').length,
+      awacs: theaterFlights.filter(f => f.aircraftType === 'awacs').length,
+      reconnaissance: theaterFlights.filter(f => f.aircraftType === 'reconnaissance').length,
+      transport: theaterFlights.filter(f => f.aircraftType === 'transport').length,
+      bombers: theaterFlights.filter(f => f.aircraftType === 'bomber').length,
+      drones: theaterFlights.filter(f => f.aircraftType === 'drone').length,
+      unknown: theaterFlights.filter(f => f.aircraftType === 'unknown').length,
+    };
+
+    const total = Object.values(byType).reduce((a, b) => a + b, 0);
+
+    // Determine posture level
+    const postureLevel = total >= theater.thresholds.critical ? 'critical' :
+                        total >= theater.thresholds.elevated ? 'elevated' : 'normal';
+
+    // Check strike capability
+    const strikeCapable =
+      byType.tankers >= theater.strikeIndicators.minTankers &&
+      byType.awacs >= theater.strikeIndicators.minAwacs &&
+      byType.fighters >= theater.strikeIndicators.minFighters;
+
+    // Build summary string
+    const parts = [];
+    if (byType.fighters > 0) parts.push(`${byType.fighters} fighters`);
+    if (byType.tankers > 0) parts.push(`${byType.tankers} tankers`);
+    if (byType.awacs > 0) parts.push(`${byType.awacs} AWACS`);
+    if (byType.reconnaissance > 0) parts.push(`${byType.reconnaissance} recon`);
+    if (byType.bombers > 0) parts.push(`${byType.bombers} bombers`);
+    if (byType.transport > 0) parts.push(`${byType.transport} transport`);
+    if (byType.drones > 0) parts.push(`${byType.drones} drones`);
+    if (byType.unknown > 0) parts.push(`${byType.unknown} other`);
+    const summary = parts.join(', ') || 'No military aircraft';
+
+    // Build headline
+    const headline = postureLevel === 'critical'
+      ? `Critical military buildup - ${theater.name}`
+      : postureLevel === 'elevated'
+      ? `Elevated military activity - ${theater.name}`
+      : `Normal activity - ${theater.name}`;
+
+    // Build byOperator map for aircraft
+    const byOperator = {};
+    for (const f of theaterFlights) {
+      const op = f.operator || 'unknown';
+      byOperator[op] = (byOperator[op] || 0) + 1;
+    }
+
+    summaries.push({
+      theaterId: theater.id,
+      theaterName: theater.name,
+      shortName: theater.shortName,
+      targetNation: theater.targetNation,
+      // Aircraft
+      fighters: byType.fighters,
+      tankers: byType.tankers,
+      awacs: byType.awacs,
+      reconnaissance: byType.reconnaissance,
+      transport: byType.transport,
+      bombers: byType.bombers,
+      drones: byType.drones,
+      unknown: byType.unknown,
+      totalAircraft: total,
+      // Vessels (populated client-side)
+      destroyers: 0,
+      frigates: 0,
+      carriers: 0,
+      submarines: 0,
+      patrol: 0,
+      auxiliaryVessels: 0,
+      totalVessels: 0,
+      // By operator (aircraft + vessels added client-side)
+      byOperator,
+      // Metadata
+      postureLevel,
+      strikeCapable,
+      trend: 'stable',
+      changePercent: 0,
+      summary,
+      headline,
+      centerLat: (theater.bounds.north + theater.bounds.south) / 2,
+      centerLon: (theater.bounds.east + theater.bounds.west) / 2,
+      bounds: theater.bounds,
+    });
+  }
+
+  return summaries;
+}
+
+export default async function handler(req) {
+  const corsHeaders = getCorsHeaders(req);
+  if (isDisallowedOrigin(req)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), { status: 403, headers: corsHeaders });
+  }
+
+  if (req.method === 'OPTIONS') {
+    return new Response(null, { status: 204, headers: corsHeaders });
+  }
+
+  try {
+    // Try to get from cache first
+    const cached = await getCachedJson(CACHE_KEY);
+    if (cached) {
+      console.log('[TheaterPosture] Cache hit');
+      return Response.json({
+        ...cached,
+        cached: true,
+      }, {
+        headers: {
+          ...corsHeaders,
+          'Cache-Control': 'public, max-age=60, s-maxage=60, stale-while-revalidate=30',
+        },
+      });
+    }
+
+    // Fetch and calculate - try OpenSky first, then Wingbits fallback
+    console.log('[TheaterPosture] Fetching fresh data...');
+    let flights;
+    let source = 'opensky';
+
+    try {
+      flights = await fetchMilitaryFlights();
+    } catch (openskyError) {
+      console.warn('[TheaterPosture] OpenSky failed:', openskyError.message);
+      console.log('[TheaterPosture] Trying Wingbits fallback...');
+
+      flights = await fetchMilitaryFlightsFromWingbits();
+      if (flights && flights.length > 0) {
+        source = 'wingbits';
+        console.log('[TheaterPosture] Wingbits fallback succeeded:', flights.length, 'flights');
+      } else {
+        // Both failed, re-throw OpenSky error to trigger cache fallback
+        throw openskyError;
+      }
+    }
+
+    const postures = calculatePostures(flights);
+
+    const result = {
+      postures,
+      totalFlights: flights.length,
+      timestamp: new Date().toISOString(),
+      cached: false,
+      source, // 'opensky' or 'wingbits'
+    };
+
+    // Cache the result (regular, stale, and long-term backup)
+    await Promise.all([
+      setCachedJson(CACHE_KEY, result, CACHE_TTL_SECONDS),
+      setCachedJson(STALE_CACHE_KEY, result, STALE_CACHE_TTL_SECONDS),
+      setCachedJson(BACKUP_CACHE_KEY, result, BACKUP_CACHE_TTL_SECONDS),
+    ]);
+
+    return Response.json(result, {
+      headers: {
+        ...corsHeaders,
+        'Cache-Control': 'public, max-age=60, s-maxage=60, stale-while-revalidate=30',
+      },
+    });
+  } catch (error) {
+    console.warn('[TheaterPosture] Error:', error.message);
+
+    // Try to return cached data when API fails (stale first, then backup)
+    const stale = await getCachedJson(STALE_CACHE_KEY);
+    if (stale) {
+      console.log('[TheaterPosture] Returning stale cached data (24h) due to API error');
+      return Response.json({
+        ...stale,
+        cached: true,
+        stale: true,
+        error: 'Using cached data - live feed temporarily unavailable',
+      }, {
+        headers: {
+          ...corsHeaders,
+          'Cache-Control': 'public, max-age=30, s-maxage=30, stale-while-revalidate=15',
+        },
+      });
+    }
+
+    const backup = await getCachedJson(BACKUP_CACHE_KEY);
+    if (backup) {
+      console.log('[TheaterPosture] Returning backup cached data (7d) due to API error');
+      return Response.json({
+        ...backup,
+        cached: true,
+        stale: true,
+        error: 'Using backup data - live feed temporarily unavailable',
+      }, {
+        headers: {
+          ...corsHeaders,
+          'Cache-Control': 'public, max-age=30, s-maxage=30, stale-while-revalidate=15',
+        },
+      });
+    }
+
+    // No cached data available - return error
+    return Response.json({
+      error: error.message,
+      postures: [],
+      timestamp: new Date().toISOString(),
+    }, {
+      status: 500,
+      headers: corsHeaders,
+    });
+  }
+}
diff --git a/api/ucdp-events.js b/api/ucdp-events.js
new file mode 100644
index 000000000..52f3aa4eb
--- /dev/null
+++ b/api/ucdp-events.js
@@ -0,0 +1,237 @@
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+import { getCachedJson, setCachedJson } from './_upstash-cache.js';
+import { recordCacheTelemetry } from './_cache-telemetry.js';
+import { createIpRateLimiter } from './_ip-rate-limit.js';
+
+export const config = { runtime: 'edge' };
+
+const CACHE_KEY = 'ucdp:gedevents:v2';
+const CACHE_TTL_SECONDS = 6 * 60 * 60;
+const CACHE_TTL_MS = CACHE_TTL_SECONDS * 1000;
+const UCDP_PAGE_SIZE = 1000;
+const MAX_PAGES = 12;
+const TRAILING_WINDOW_MS = 365 * 24 * 60 * 60 * 1000;
+
+let fallbackCache = { data: null, timestamp: 0 };
+
+const rateLimiter = createIpRateLimiter({
+  limit: 15,
+  windowMs: 60 * 1000,
+  maxEntries: 5000,
+});
+
+function getClientIp(req) {
+  return req.headers.get('x-forwarded-for')?.split(',')[0] ||
+    req.headers.get('x-real-ip') ||
+    'unknown';
+}
+
+function toErrorMessage(error) {
+  if (error instanceof Error) return error.message;
+  return String(error || 'unknown error');
+}
+
+function isValidResult(data) {
+  return Boolean(data && typeof data === 'object' && Array.isArray(data.data));
+}
+
+const VIOLENCE_TYPE_MAP = {
+  1: 'state-based',
+  2: 'non-state',
+  3: 'one-sided',
+};
+
+function parseDateMs(value) {
+  if (!value) return NaN;
+  return Date.parse(String(value));
+}
+
+function getMaxDateMs(events) {
+  let maxMs = NaN;
+  for (const event of events) {
+    const ms = parseDateMs(event?.date_start);
+    if (!Number.isFinite(ms)) continue;
+    if (!Number.isFinite(maxMs) || ms > maxMs) {
+      maxMs = ms;
+    }
+  }
+  return maxMs;
+}
+
+function buildVersionCandidates() {
+  const year = new Date().getFullYear() - 2000;
+  return Array.from(new Set([
+    `${year}.1`,
+    `${year - 1}.1`,
+    '25.1',
+    '24.1',
+  ]));
+}
+
+async function fetchGedPage(version, page) {
+  const controller = new AbortController();
+  const timeout = setTimeout(() => controller.abort(), 8000);
+  try {
+    const response = await fetch(
+      `https://ucdpapi.pcr.uu.se/api/gedevents/${version}?pagesize=${UCDP_PAGE_SIZE}&page=${page}`,
+      { headers: { Accept: 'application/json' }, signal: controller.signal }
+    );
+    if (!response.ok) {
+      throw new Error(`UCDP GED API error (${version}, page ${page}): ${response.status}`);
+    }
+    return response.json();
+  } finally {
+    clearTimeout(timeout);
+  }
+}
+
+async function discoverGedVersion() {
+  const candidates = buildVersionCandidates();
+  for (const version of candidates) {
+    try {
+      const page0 = await fetchGedPage(version, 0);
+      if (Array.isArray(page0?.Result)) {
+        return { version, page0 };
+      }
+    } catch {
+      // Try the next version candidate.
+    }
+  }
+  throw new Error('Unable to fetch UCDP GED metadata from known API versions');
+}
+
+export default async function handler(req) {
+  const corsHeaders = getCorsHeaders(req, 'GET, OPTIONS');
+
+  if (req.method === 'OPTIONS') {
+    if (isDisallowedOrigin(req)) {
+      return new Response(null, { status: 403, headers: corsHeaders });
+    }
+    return new Response(null, { status: 204, headers: corsHeaders });
+  }
+
+  if (req.method !== 'GET') {
+    return Response.json({ error: 'Method not allowed', data: [] }, {
+      status: 405, headers: corsHeaders,
+    });
+  }
+
+  if (isDisallowedOrigin(req)) {
+    return Response.json({ error: 'Origin not allowed', data: [] }, {
+      status: 403, headers: corsHeaders,
+    });
+  }
+
+  const ip = getClientIp(req);
+  if (!rateLimiter.check(ip)) {
+    return Response.json({ error: 'Rate limited', data: [] }, {
+      status: 429,
+      headers: { ...corsHeaders, 'Retry-After': '60' },
+    });
+  }
+
+  const now = Date.now();
+  const cached = await getCachedJson(CACHE_KEY);
+  if (isValidResult(cached)) {
+    recordCacheTelemetry('/api/ucdp-events', 'REDIS-HIT');
+    return Response.json(cached, {
+      status: 200,
+      headers: { ...corsHeaders, 'Cache-Control': 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600', 'X-Cache': 'REDIS-HIT' },
+    });
+  }
+
+  if (isValidResult(fallbackCache.data) && now - fallbackCache.timestamp < CACHE_TTL_MS) {
+    recordCacheTelemetry('/api/ucdp-events', 'MEMORY-HIT');
+    return Response.json(fallbackCache.data, {
+      status: 200,
+      headers: { ...corsHeaders, 'Cache-Control': 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600', 'X-Cache': 'MEMORY-HIT' },
+    });
+  }
+
+  try {
+    const { version, page0 } = await discoverGedVersion();
+    const totalPages = Math.max(1, Number(page0?.TotalPages) || 1);
+    const newestPage = totalPages - 1;
+
+    let allEvents = [];
+    let latestDatasetMs = NaN;
+
+    for (let offset = 0; offset < MAX_PAGES && (newestPage - offset) >= 0; offset++) {
+      const page = newestPage - offset;
+      const rawData = page === 0 ? page0 : await fetchGedPage(version, page);
+      const events = Array.isArray(rawData?.Result) ? rawData.Result : [];
+      allEvents = allEvents.concat(events);
+
+      const pageMaxMs = getMaxDateMs(events);
+      if (!Number.isFinite(latestDatasetMs) && Number.isFinite(pageMaxMs)) {
+        latestDatasetMs = pageMaxMs;
+      }
+
+      // Pages are ordered oldest->newest; once we are fully outside trailing window, stop.
+      if (Number.isFinite(latestDatasetMs) && Number.isFinite(pageMaxMs)) {
+        const cutoffMs = latestDatasetMs - TRAILING_WINDOW_MS;
+        if (pageMaxMs < cutoffMs) {
+          break;
+        }
+      }
+    }
+
+    const sanitized = allEvents
+      .filter((event) => {
+        if (!Number.isFinite(latestDatasetMs)) return true;
+        const eventMs = parseDateMs(event?.date_start);
+        if (!Number.isFinite(eventMs)) return false;
+        return eventMs >= (latestDatasetMs - TRAILING_WINDOW_MS);
+      })
+      .map(e => ({
+        id: String(e.id || ''),
+        date_start: e.date_start || '',
+        date_end: e.date_end || '',
+        latitude: Number(e.latitude) || 0,
+        longitude: Number(e.longitude) || 0,
+        country: e.country || '',
+        side_a: (e.side_a || '').substring(0, 200),
+        side_b: (e.side_b || '').substring(0, 200),
+        deaths_best: Number(e.best) || 0,
+        deaths_low: Number(e.low) || 0,
+        deaths_high: Number(e.high) || 0,
+        type_of_violence: VIOLENCE_TYPE_MAP[e.type_of_violence] || 'state-based',
+        source_original: (e.source_original || '').substring(0, 300),
+      }))
+      .sort((a, b) => {
+        const bMs = parseDateMs(b.date_start);
+        const aMs = parseDateMs(a.date_start);
+        return (Number.isFinite(bMs) ? bMs : 0) - (Number.isFinite(aMs) ? aMs : 0);
+      });
+
+    const result = {
+      success: true,
+      count: sanitized.length,
+      data: sanitized,
+      version,
+      cached_at: new Date().toISOString(),
+    };
+
+    fallbackCache = { data: result, timestamp: now };
+    void setCachedJson(CACHE_KEY, result, CACHE_TTL_SECONDS);
+    recordCacheTelemetry('/api/ucdp-events', 'MISS');
+
+    return Response.json(result, {
+      status: 200,
+      headers: { ...corsHeaders, 'Cache-Control': 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600', 'X-Cache': 'MISS' },
+    });
+  } catch (error) {
+    if (isValidResult(fallbackCache.data)) {
+      recordCacheTelemetry('/api/ucdp-events', 'STALE');
+      return Response.json(fallbackCache.data, {
+        status: 200,
+        headers: { ...corsHeaders, 'Cache-Control': 'public, max-age=600, s-maxage=600, stale-while-revalidate=120', 'X-Cache': 'STALE' },
+      });
+    }
+
+    recordCacheTelemetry('/api/ucdp-events', 'ERROR');
+    return Response.json({ error: `Fetch failed: ${toErrorMessage(error)}`, data: [] }, {
+      status: 500, headers: corsHeaders,
+    });
+  }
+}
diff --git a/api/ucdp.js b/api/ucdp.js
new file mode 100644
index 000000000..c98ec4e80
--- /dev/null
+++ b/api/ucdp.js
@@ -0,0 +1,150 @@
+// UCDP (Uppsala Conflict Data Program) proxy
+// Returns conflict classification per country with intensity levels
+// No auth required - public API
+export const config = { runtime: 'edge' };
+
+import { getCachedJson, setCachedJson } from './_upstash-cache.js';
+import { recordCacheTelemetry } from './_cache-telemetry.js';
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+
+const CACHE_KEY = 'ucdp:country-conflicts:v2';
+const CACHE_TTL_SECONDS = 24 * 60 * 60; // 24 hours (annual data)
+const CACHE_TTL_MS = CACHE_TTL_SECONDS * 1000;
+const RESPONSE_CACHE_CONTROL = 'public, max-age=3600';
+
+// In-memory fallback when Redis is unavailable.
+let fallbackCache = { data: null, timestamp: 0 };
+
+function isValidResult(data) {
+  return Boolean(
+    data &&
+    typeof data === 'object' &&
+    Array.isArray(data.conflicts)
+  );
+}
+
+function toErrorMessage(error) {
+  if (error instanceof Error) return error.message;
+  return String(error || 'unknown error');
+}
+
+export default async function handler(req) {
+  const cors = getCorsHeaders(req);
+  if (isDisallowedOrigin(req)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), { status: 403, headers: cors });
+  }
+  const now = Date.now();
+  const cached = await getCachedJson(CACHE_KEY);
+  if (isValidResult(cached)) {
+    recordCacheTelemetry('/api/ucdp', 'REDIS-HIT');
+    return Response.json(cached, {
+      status: 200,
+      headers: {
+        ...cors,
+        'Cache-Control': RESPONSE_CACHE_CONTROL,
+        'X-Cache': 'REDIS-HIT',
+      },
+    });
+  }
+
+  if (isValidResult(fallbackCache.data) && now - fallbackCache.timestamp < CACHE_TTL_MS) {
+    recordCacheTelemetry('/api/ucdp', 'MEMORY-HIT');
+    return Response.json(fallbackCache.data, {
+      status: 200,
+      headers: {
+        ...cors,
+        'Cache-Control': RESPONSE_CACHE_CONTROL,
+        'X-Cache': 'MEMORY-HIT',
+      },
+    });
+  }
+
+  try {
+    // Fetch all pages of conflicts
+    let allConflicts = [];
+    let page = 0;
+    let totalPages = 1;
+
+    while (page < totalPages) {
+      const response = await fetch(`https://ucdpapi.pcr.uu.se/api/ucdpprioconflict/24.1?pagesize=100&page=${page}`, {
+        headers: { 'Accept': 'application/json' },
+      });
+
+      if (!response.ok) {
+        throw new Error(`UCDP API error: ${response.status}`);
+      }
+
+      const rawData = await response.json();
+      totalPages = rawData.TotalPages || 1;
+      const conflicts = rawData.Result || [];
+      allConflicts = allConflicts.concat(conflicts);
+      page++;
+    }
+
+    // Fields are snake_case: conflict_id, location, side_a, side_b, year, intensity_level, type_of_conflict
+    const countryConflicts = {};
+    for (const c of allConflicts) {
+      const name = c.location || '';
+      const year = parseInt(c.year, 10) || 0;
+      const intensity = parseInt(c.intensity_level, 10) || 0;
+
+      const entry = {
+        conflictId: parseInt(c.conflict_id, 10) || 0,
+        conflictName: c.side_b || '',
+        location: name,
+        year,
+        intensityLevel: intensity,
+        typeOfConflict: parseInt(c.type_of_conflict, 10) || 0,
+        startDate: c.start_date,
+        startDate2: c.start_date2,
+        sideA: c.side_a,
+        sideB: c.side_b,
+        region: c.region,
+      };
+
+      // Keep most recent / highest intensity per location
+      if (!countryConflicts[name] || year > countryConflicts[name].year ||
+          (year === countryConflicts[name].year && intensity > countryConflicts[name].intensityLevel)) {
+        countryConflicts[name] = entry;
+      }
+    }
+
+    const result = {
+      success: true,
+      count: Object.keys(countryConflicts).length,
+      conflicts: Object.values(countryConflicts),
+      cached_at: new Date().toISOString(),
+    };
+
+    fallbackCache = { data: result, timestamp: now };
+    void setCachedJson(CACHE_KEY, result, CACHE_TTL_SECONDS);
+    recordCacheTelemetry('/api/ucdp', 'MISS');
+
+    return Response.json(result, {
+      status: 200,
+      headers: {
+        ...cors,
+        'Cache-Control': RESPONSE_CACHE_CONTROL,
+        'X-Cache': 'MISS',
+      },
+    });
+  } catch (error) {
+    if (isValidResult(fallbackCache.data)) {
+      recordCacheTelemetry('/api/ucdp', 'STALE');
+      return Response.json(fallbackCache.data, {
+        status: 200,
+        headers: {
+          ...cors,
+          'Cache-Control': 'public, max-age=600, s-maxage=600, stale-while-revalidate=120',
+          'X-Cache': 'STALE',
+        },
+      });
+    }
+
+    recordCacheTelemetry('/api/ucdp', 'ERROR');
+    return Response.json({ error: `Fetch failed: ${toErrorMessage(error)}`, conflicts: [] }, {
+      status: 500,
+      headers: { ...cors },
+    });
+  }
+}
diff --git a/api/unhcr-population.js b/api/unhcr-population.js
new file mode 100644
index 000000000..75b2649fc
--- /dev/null
+++ b/api/unhcr-population.js
@@ -0,0 +1,270 @@
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+import { getCachedJson, setCachedJson } from './_upstash-cache.js';
+import { recordCacheTelemetry } from './_cache-telemetry.js';
+import { createIpRateLimiter } from './_ip-rate-limit.js';
+
+export const config = { runtime: 'edge' };
+
+const CACHE_KEY = 'unhcr:population:v2';
+const CACHE_TTL_SECONDS = 24 * 60 * 60;
+const CACHE_TTL_MS = CACHE_TTL_SECONDS * 1000;
+
+let fallbackCache = { data: null, timestamp: 0 };
+
+const rateLimiter = createIpRateLimiter({
+  limit: 20,
+  windowMs: 60 * 1000,
+  maxEntries: 5000,
+});
+
+function getClientIp(req) {
+  return req.headers.get('x-forwarded-for')?.split(',')[0] ||
+    req.headers.get('x-real-ip') ||
+    'unknown';
+}
+
+function toErrorMessage(error) {
+  if (error instanceof Error) return error.message;
+  return String(error || 'unknown error');
+}
+
+function isValidResult(data) {
+  return Boolean(data && typeof data === 'object' && Array.isArray(data.countries));
+}
+
+const COUNTRY_CENTROIDS = {
+  AFG: [33.9, 67.7], SYR: [35.0, 38.0], UKR: [48.4, 31.2], SDN: [15.5, 32.5],
+  SSD: [6.9, 31.3], SOM: [5.2, 46.2], COD: [-4.0, 21.8], MMR: [19.8, 96.7],
+  YEM: [15.6, 48.5], ETH: [9.1, 40.5], VEN: [6.4, -66.6], IRQ: [33.2, 43.7],
+  COL: [4.6, -74.1], NGA: [9.1, 7.5], PSE: [31.9, 35.2], TUR: [39.9, 32.9],
+  DEU: [51.2, 10.4], PAK: [30.4, 69.3], UGA: [1.4, 32.3], BGD: [23.7, 90.4],
+  KEN: [0.0, 38.0], TCD: [15.5, 19.0], JOR: [31.0, 36.0], LBN: [33.9, 35.5],
+  EGY: [26.8, 30.8], IRN: [32.4, 53.7], TZA: [-6.4, 34.9], RWA: [-1.9, 29.9],
+  CMR: [7.4, 12.4], MLI: [17.6, -4.0], BFA: [12.3, -1.6], NER: [17.6, 8.1],
+  CAF: [6.6, 20.9], MOZ: [-18.7, 35.5], USA: [37.1, -95.7], FRA: [46.2, 2.2],
+  GBR: [55.4, -3.4], IND: [20.6, 79.0], CHN: [35.9, 104.2], RUS: [61.5, 105.3],
+};
+
+async function fetchUnhcrYearItems(year) {
+  const limit = 10000;
+  const maxPageGuard = 25;
+  const items = [];
+
+  for (let page = 1; page <= maxPageGuard; page++) {
+    const response = await fetch(
+      `https://api.unhcr.org/population/v1/population/?year=${year}&limit=${limit}&page=${page}`,
+      { headers: { Accept: 'application/json' } }
+    );
+
+    if (!response.ok) return null;
+
+    const data = await response.json();
+    const pageItems = Array.isArray(data.items) ? data.items : [];
+    if (pageItems.length === 0) break;
+    items.push(...pageItems);
+
+    const maxPages = Number(data.maxPages);
+    if (Number.isFinite(maxPages) && maxPages > 0) {
+      if (page >= maxPages) break;
+      continue;
+    }
+
+    if (pageItems.length < limit) break;
+  }
+
+  return items;
+}
+
+export default async function handler(req) {
+  const corsHeaders = getCorsHeaders(req, 'GET, OPTIONS');
+
+  if (req.method === 'OPTIONS') {
+    if (isDisallowedOrigin(req)) return new Response(null, { status: 403, headers: corsHeaders });
+    return new Response(null, { status: 204, headers: corsHeaders });
+  }
+
+  if (req.method !== 'GET') {
+    return Response.json({ error: 'Method not allowed' }, { status: 405, headers: corsHeaders });
+  }
+
+  if (isDisallowedOrigin(req)) {
+    return Response.json({ error: 'Origin not allowed' }, { status: 403, headers: corsHeaders });
+  }
+
+  const ip = getClientIp(req);
+  if (!rateLimiter.check(ip)) {
+    return Response.json({ error: 'Rate limited' }, {
+      status: 429, headers: { ...corsHeaders, 'Retry-After': '60' },
+    });
+  }
+
+  const now = Date.now();
+  const cached = await getCachedJson(CACHE_KEY);
+  if (isValidResult(cached)) {
+    recordCacheTelemetry('/api/unhcr-population', 'REDIS-HIT');
+    return Response.json(cached, {
+      status: 200,
+      headers: { ...corsHeaders, 'Cache-Control': 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600', 'X-Cache': 'REDIS-HIT' },
+    });
+  }
+
+  if (isValidResult(fallbackCache.data) && now - fallbackCache.timestamp < CACHE_TTL_MS) {
+    recordCacheTelemetry('/api/unhcr-population', 'MEMORY-HIT');
+    return Response.json(fallbackCache.data, {
+      status: 200,
+      headers: { ...corsHeaders, 'Cache-Control': 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600', 'X-Cache': 'MEMORY-HIT' },
+    });
+  }
+
+  try {
+    const currentYear = new Date().getFullYear();
+    let rawItems = [];
+    let dataYearUsed = null;
+
+    for (let year = currentYear; year >= currentYear - 2; year--) {
+      const yearItems = await fetchUnhcrYearItems(year);
+      if (!yearItems) {
+        continue;
+      }
+      rawItems = yearItems;
+      if (rawItems.length > 0) {
+        dataYearUsed = year;
+        break;
+      }
+    }
+
+    const byOrigin = {};
+    const byAsylum = {};
+    const flowMap = {};
+    let totalRefugees = 0, totalAsylumSeekers = 0, totalIdps = 0, totalStateless = 0;
+
+    for (const item of rawItems) {
+      const originCode = item.coo_iso || '';
+      const asylumCode = item.coa_iso || '';
+      const refugees = Number(item.refugees) || 0;
+      const asylumSeekers = Number(item.asylum_seekers) || 0;
+      const idps = Number(item.idps) || 0;
+      const stateless = Number(item.stateless) || 0;
+
+      totalRefugees += refugees;
+      totalAsylumSeekers += asylumSeekers;
+      totalIdps += idps;
+      totalStateless += stateless;
+
+      if (originCode) {
+        if (!byOrigin[originCode]) byOrigin[originCode] = { refugees: 0, asylumSeekers: 0, idps: 0, stateless: 0, name: item.coo_name || originCode };
+        byOrigin[originCode].refugees += refugees;
+        byOrigin[originCode].asylumSeekers += asylumSeekers;
+        byOrigin[originCode].idps += idps;
+        byOrigin[originCode].stateless += stateless;
+      }
+
+      if (asylumCode) {
+        if (!byAsylum[asylumCode]) byAsylum[asylumCode] = { refugees: 0, asylumSeekers: 0, idps: 0, stateless: 0, name: item.coa_name || asylumCode };
+        byAsylum[asylumCode].refugees += refugees;
+        byAsylum[asylumCode].asylumSeekers += asylumSeekers;
+      }
+
+      if (originCode && asylumCode && refugees > 0) {
+        const flowKey = `${originCode}->${asylumCode}`;
+        if (!flowMap[flowKey]) {
+          flowMap[flowKey] = {
+            originCode, originName: item.coo_name || originCode,
+            asylumCode, asylumName: item.coa_name || asylumCode,
+            refugees: 0,
+          };
+        }
+        flowMap[flowKey].refugees += refugees;
+      }
+    }
+
+    const countries = {};
+    for (const [code, data] of Object.entries(byOrigin)) {
+      const centroid = COUNTRY_CENTROIDS[code];
+      countries[code] = {
+        code, name: data.name,
+        refugees: data.refugees, asylumSeekers: data.asylumSeekers,
+        idps: data.idps, stateless: data.stateless,
+        totalDisplaced: data.refugees + data.asylumSeekers + data.idps + data.stateless,
+        hostRefugees: 0,
+        hostAsylumSeekers: 0,
+        hostTotal: 0,
+        lat: centroid?.[0], lon: centroid?.[1],
+      };
+    }
+    for (const [code, data] of Object.entries(byAsylum)) {
+      const hostRefugees = data.refugees;
+      const hostAsylumSeekers = data.asylumSeekers;
+      const hostTotal = hostRefugees + hostAsylumSeekers;
+      if (!countries[code]) {
+        const centroid = COUNTRY_CENTROIDS[code];
+        countries[code] = {
+          code, name: data.name,
+          refugees: 0, asylumSeekers: 0, idps: 0, stateless: 0, totalDisplaced: 0,
+          hostRefugees,
+          hostAsylumSeekers,
+          hostTotal,
+          lat: centroid?.[0], lon: centroid?.[1],
+        };
+      } else {
+        countries[code].hostRefugees = hostRefugees;
+        countries[code].hostAsylumSeekers = hostAsylumSeekers;
+        countries[code].hostTotal = hostTotal;
+      }
+    }
+
+    const topFlows = Object.values(flowMap)
+      .sort((a, b) => b.refugees - a.refugees)
+      .slice(0, 50)
+      .map(f => {
+        const oC = COUNTRY_CENTROIDS[f.originCode];
+        const aC = COUNTRY_CENTROIDS[f.asylumCode];
+        return {
+          ...f,
+          originLat: oC?.[0], originLon: oC?.[1],
+          asylumLat: aC?.[0], asylumLon: aC?.[1],
+        };
+      });
+
+    const result = {
+      success: true,
+      year: dataYearUsed ?? currentYear,
+      globalTotals: {
+        refugees: totalRefugees,
+        asylumSeekers: totalAsylumSeekers,
+        idps: totalIdps,
+        stateless: totalStateless,
+        total: totalRefugees + totalAsylumSeekers + totalIdps + totalStateless,
+      },
+      countries: Object.values(countries).sort((a, b) => {
+        const aSize = Math.max(a.totalDisplaced || 0, a.hostTotal || 0);
+        const bSize = Math.max(b.totalDisplaced || 0, b.hostTotal || 0);
+        return bSize - aSize;
+      }),
+      topFlows,
+      cached_at: new Date().toISOString(),
+    };
+
+    fallbackCache = { data: result, timestamp: now };
+    void setCachedJson(CACHE_KEY, result, CACHE_TTL_SECONDS);
+    recordCacheTelemetry('/api/unhcr-population', 'MISS');
+
+    return Response.json(result, {
+      status: 200,
+      headers: { ...corsHeaders, 'Cache-Control': 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600', 'X-Cache': 'MISS' },
+    });
+  } catch (error) {
+    if (isValidResult(fallbackCache.data)) {
+      recordCacheTelemetry('/api/unhcr-population', 'STALE');
+      return Response.json(fallbackCache.data, {
+        status: 200,
+        headers: { ...corsHeaders, 'Cache-Control': 'public, max-age=600, s-maxage=600, stale-while-revalidate=120', 'X-Cache': 'STALE' },
+      });
+    }
+
+    recordCacheTelemetry('/api/unhcr-population', 'ERROR');
+    return Response.json({ error: `Fetch failed: ${toErrorMessage(error)}`, countries: [], topFlows: [] }, {
+      status: 500, headers: corsHeaders,
+    });
+  }
+}
diff --git a/api/wingbits/[[...path]].js b/api/wingbits/[[...path]].js
new file mode 100644
index 000000000..bcb0ce486
--- /dev/null
+++ b/api/wingbits/[[...path]].js
@@ -0,0 +1,304 @@
+// Wingbits API proxy - keeps API key server-side
+// Note: Edge runtime is stateless - caching happens client-side and via HTTP Cache-Control
+import { getCorsHeaders, isDisallowedOrigin } from '../_cors.js';
+export const config = { runtime: 'edge' };
+
+export default async function handler(req) {
+  const url = new URL(req.url);
+  const path = url.pathname.replace('/api/wingbits', '');
+  const corsHeaders = getCorsHeaders(req, 'GET, POST, OPTIONS');
+
+  // Handle CORS preflight
+  if (req.method === 'OPTIONS') {
+    if (isDisallowedOrigin(req)) {
+      return new Response(null, {
+        status: 403,
+        headers: corsHeaders,
+      });
+    }
+    return new Response(null, {
+      status: 204,
+      headers: corsHeaders,
+    });
+  }
+
+  if (isDisallowedOrigin(req)) {
+    return Response.json({ error: 'Origin not allowed' }, {
+      status: 403,
+      headers: corsHeaders,
+    });
+  }
+
+  // Get API key from server-side env
+  const apiKey = process.env.WINGBITS_API_KEY;
+
+  if (!apiKey) {
+    return Response.json({
+      error: 'Wingbits not configured',
+      configured: false
+    }, {
+      status: 200,
+      headers: corsHeaders,
+    });
+  }
+
+  // Route: GET /details/:icao24 - Aircraft details
+  const detailsMatch = path.match(/^\/details\/([a-fA-F0-9]+)$/);
+  if (detailsMatch) {
+    const icao24 = detailsMatch[1].toLowerCase();
+
+    try {
+      const response = await fetch(`https://customer-api.wingbits.com/v1/flights/details/${icao24}`, {
+        headers: {
+          'x-api-key': apiKey,
+          'Accept': 'application/json',
+        },
+      });
+
+      if (!response.ok) {
+        return Response.json({
+          error: `Wingbits API error: ${response.status}`,
+          icao24,
+        }, {
+          status: response.status,
+          headers: corsHeaders,
+        });
+      }
+
+      const data = await response.json();
+
+      return Response.json(data, {
+        headers: {
+          ...corsHeaders,
+          'Cache-Control': 'public, max-age=86400, s-maxage=86400, stale-while-revalidate=3600', // 24h - aircraft details rarely change
+        },
+      });
+    } catch (error) {
+      return Response.json({
+        error: `Fetch failed: ${error.message}`,
+        icao24,
+      }, {
+        status: 500,
+        headers: corsHeaders,
+      });
+    }
+  }
+
+  // Route: POST /details/batch - Batch lookup multiple aircraft (parallel)
+  if (path === '/details/batch' && req.method === 'POST') {
+    try {
+      const body = await req.json();
+      const icao24List = body.icao24s || [];
+
+      if (!Array.isArray(icao24List) || icao24List.length === 0) {
+        return Response.json({ error: 'icao24s array required' }, {
+          status: 400,
+          headers: corsHeaders,
+        });
+      }
+
+      // Limit batch size to avoid overwhelming the API
+      const limitedList = icao24List.slice(0, 20).map(id => id.toLowerCase());
+      const results = {};
+
+      // Fetch all in parallel
+      const fetchPromises = limitedList.map(async (icao24) => {
+        try {
+          const response = await fetch(`https://customer-api.wingbits.com/v1/flights/details/${icao24}`, {
+            headers: {
+              'x-api-key': apiKey,
+              'Accept': 'application/json',
+            },
+          });
+
+          if (response.ok) {
+            const data = await response.json();
+            return { icao24, data };
+          }
+        } catch {
+          // Skip failed lookups
+        }
+        return null;
+      });
+
+      const fetchResults = await Promise.all(fetchPromises);
+
+      for (const result of fetchResults) {
+        if (result) {
+          results[result.icao24] = result.data;
+        }
+      }
+
+      return Response.json({
+        results,
+        fetched: Object.keys(results).length,
+        requested: limitedList.length,
+      }, {
+        headers: {
+          ...corsHeaders,
+        },
+      });
+    } catch (error) {
+      return Response.json({
+        error: `Batch lookup failed: ${error.message}`,
+      }, {
+        status: 500,
+        headers: corsHeaders,
+      });
+    }
+  }
+
+  // Route: GET /flights - Get live flight positions in a geographic area
+  // Query params: la (lat), lo (lon), w (width), h (height), unit (km|nm)
+  if (path === '/flights' && req.method === 'GET') {
+    try {
+      const params = new URLSearchParams(url.search);
+      const la = params.get('la') || params.get('lat');
+      const lo = params.get('lo') || params.get('lon');
+      const w = params.get('w') || params.get('width') || '500';
+      const h = params.get('h') || params.get('height') || '500';
+      const unit = params.get('unit') || 'nm';
+
+      if (!la || !lo) {
+        return Response.json({ error: 'lat (la) and lon (lo) required' }, {
+          status: 400,
+          headers: corsHeaders,
+        });
+      }
+
+      const wingbitsUrl = `https://customer-api.wingbits.com/v1/flights?by=box&la=${la}&lo=${lo}&w=${w}&h=${h}&unit=${unit}`;
+      console.log('[Wingbits] Fetching flights:', wingbitsUrl);
+
+      const response = await fetch(wingbitsUrl, {
+        headers: {
+          'x-api-key': apiKey,
+          'Accept': 'application/json',
+        },
+      });
+
+      if (!response.ok) {
+        const errorText = await response.text();
+        console.error('[Wingbits] API error:', response.status, errorText);
+        return Response.json({
+          error: `Wingbits API error: ${response.status}`,
+          details: errorText,
+        }, {
+          status: response.status,
+          headers: corsHeaders,
+        });
+      }
+
+      const data = await response.json();
+      console.log('[Wingbits] Got', Array.isArray(data) ? data.length : 0, 'flights');
+
+      return Response.json(data, {
+        headers: {
+          ...corsHeaders,
+          'Cache-Control': 'public, max-age=30, s-maxage=30, stale-while-revalidate=15', // 30 seconds - live data
+        },
+      });
+    } catch (error) {
+      console.error('[Wingbits] Flights fetch error:', error);
+      return Response.json({
+        error: `Fetch failed: ${error.message}`,
+      }, {
+        status: 500,
+        headers: corsHeaders,
+      });
+    }
+  }
+
+  // Route: POST /flights/batch - Get flights for multiple areas (for theater posture)
+  if (path === '/flights/batch' && req.method === 'POST') {
+    try {
+      const body = await req.json();
+      const areas = body.areas || [];
+
+      if (!Array.isArray(areas) || areas.length === 0) {
+        return Response.json({ error: 'areas array required' }, {
+          status: 400,
+          headers: corsHeaders,
+        });
+      }
+
+      // Wingbits batch endpoint format
+      const wingbitsAreas = areas.map(area => ({
+        alias: area.id || area.alias,
+        by: 'box',
+        la: (area.north + area.south) / 2,
+        lo: (area.east + area.west) / 2,
+        w: Math.abs(area.east - area.west) * 60, // degrees to nautical miles (approx)
+        h: Math.abs(area.north - area.south) * 60,
+        unit: 'nm',
+      }));
+
+      const response = await fetch('https://customer-api.wingbits.com/v1/flights', {
+        method: 'POST',
+        headers: {
+          'x-api-key': apiKey,
+          'Accept': 'application/json',
+          'Content-Type': 'application/json',
+        },
+        body: JSON.stringify(wingbitsAreas),
+      });
+
+      if (!response.ok) {
+        const errorText = await response.text();
+        return Response.json({
+          error: `Wingbits API error: ${response.status}`,
+          details: errorText,
+        }, {
+          status: response.status,
+          headers: corsHeaders,
+        });
+      }
+
+      const data = await response.json();
+      console.log('[Wingbits] Batch got', data.length, 'area results');
+
+      return Response.json(data, {
+        headers: {
+          ...corsHeaders,
+          'Cache-Control': 'public, max-age=30, s-maxage=30, stale-while-revalidate=15',
+        },
+      });
+    } catch (error) {
+      console.error('[Wingbits] Batch flights error:', error);
+      return Response.json({
+        error: `Fetch failed: ${error.message}`,
+      }, {
+        status: 500,
+        headers: corsHeaders,
+      });
+    }
+  }
+
+  // Route: GET /health - Check Wingbits status
+  if (path === '/health' || path === '') {
+    try {
+      const response = await fetch('https://customer-api.wingbits.com/health', {
+        headers: { 'x-api-key': apiKey },
+      });
+      const data = await response.json();
+      return Response.json({
+        ...data,
+        configured: true,
+      }, {
+        headers: corsHeaders,
+      });
+    } catch (error) {
+      return Response.json({
+        error: error.message,
+        configured: true,
+      }, {
+        status: 500,
+        headers: corsHeaders,
+      });
+    }
+  }
+
+  return Response.json({ error: 'Not found' }, {
+    status: 404,
+    headers: corsHeaders,
+  });
+}
diff --git a/api/wingbits/details/[icao24].js b/api/wingbits/details/[icao24].js
new file mode 100644
index 000000000..ec58764a0
--- /dev/null
+++ b/api/wingbits/details/[icao24].js
@@ -0,0 +1,57 @@
+// Wingbits single aircraft details
+import { getCorsHeaders, isDisallowedOrigin } from '../../_cors.js';
+export const config = { runtime: 'edge' };
+
+export default async function handler(req, { params }) {
+  const icao24 = params.icao24?.toLowerCase();
+  const apiKey = process.env.WINGBITS_API_KEY;
+  const corsHeaders = getCorsHeaders(req, 'GET, OPTIONS');
+
+  if (req.method === 'OPTIONS') {
+    if (isDisallowedOrigin(req)) {
+      return new Response(null, { status: 403, headers: corsHeaders });
+    }
+    return new Response(null, { status: 204, headers: corsHeaders });
+  }
+
+  if (req.method !== 'GET') {
+    return Response.json({ error: 'Method not allowed' }, { status: 405, headers: corsHeaders });
+  }
+
+  if (isDisallowedOrigin(req)) {
+    return Response.json({ error: 'Origin not allowed' }, { status: 403, headers: corsHeaders });
+  }
+
+  if (!apiKey) {
+    return Response.json({ error: 'Wingbits not configured', configured: false }, {
+      headers: corsHeaders,
+    });
+  }
+
+  if (!icao24 || !/^[a-f0-9]+$/i.test(icao24)) {
+    return Response.json({ error: 'Invalid icao24' }, { status: 400, headers: corsHeaders });
+  }
+
+  try {
+    const response = await fetch(`https://customer-api.wingbits.com/v1/flights/details/${icao24}`, {
+      headers: {
+        'x-api-key': apiKey,
+        'Accept': 'application/json',
+      },
+    });
+
+    if (!response.ok) {
+      return Response.json({ error: `Wingbits API error: ${response.status}`, icao24 }, {
+        status: response.status,
+        headers: corsHeaders,
+      });
+    }
+
+    const data = await response.json();
+    return Response.json(data, {
+      headers: { ...corsHeaders, 'Cache-Control': 'public, max-age=86400, s-maxage=86400, stale-while-revalidate=3600' },
+    });
+  } catch (error) {
+    return Response.json({ error: error.message, icao24 }, { status: 500, headers: corsHeaders });
+  }
+}
diff --git a/api/wingbits/details/batch.js b/api/wingbits/details/batch.js
new file mode 100644
index 000000000..ce9ba6fb0
--- /dev/null
+++ b/api/wingbits/details/batch.js
@@ -0,0 +1,74 @@
+// Wingbits batch aircraft details
+import { getCorsHeaders, isDisallowedOrigin } from '../../_cors.js';
+export const config = { runtime: 'edge' };
+
+export default async function handler(req) {
+  const apiKey = process.env.WINGBITS_API_KEY;
+
+  const corsHeaders = getCorsHeaders(req, 'POST, OPTIONS');
+
+  if (req.method === 'OPTIONS') {
+    if (isDisallowedOrigin(req)) {
+      return new Response(null, { status: 403, headers: corsHeaders });
+    }
+    return new Response(null, { status: 204, headers: corsHeaders });
+  }
+
+  if (isDisallowedOrigin(req)) {
+    return Response.json({ error: 'Origin not allowed' }, { status: 403, headers: corsHeaders });
+  }
+
+  if (req.method !== 'POST') {
+    return Response.json({ error: 'Method not allowed' }, { status: 405, headers: corsHeaders });
+  }
+
+  if (!apiKey) {
+    return Response.json({ error: 'Wingbits not configured', configured: false }, {
+      headers: corsHeaders,
+    });
+  }
+
+  try {
+    const body = await req.json();
+    const icao24List = body.icao24s || [];
+
+    if (!Array.isArray(icao24List) || icao24List.length === 0) {
+      return Response.json({ error: 'icao24s array required' }, { status: 400, headers: corsHeaders });
+    }
+
+    // Limit batch size
+    const limitedList = icao24List.slice(0, 20).map(id => id.toLowerCase());
+    const results = {};
+
+    // Fetch all in parallel
+    const fetchPromises = limitedList.map(async (icao24) => {
+      try {
+        const response = await fetch(`https://customer-api.wingbits.com/v1/flights/details/${icao24}`, {
+          headers: {
+            'x-api-key': apiKey,
+            'Accept': 'application/json',
+          },
+        });
+        if (response.ok) {
+          return { icao24, data: await response.json() };
+        }
+      } catch {
+        // Skip failed lookups
+      }
+      return null;
+    });
+
+    const fetchResults = await Promise.all(fetchPromises);
+    for (const result of fetchResults) {
+      if (result) results[result.icao24] = result.data;
+    }
+
+    return Response.json({
+      results,
+      fetched: Object.keys(results).length,
+      requested: limitedList.length,
+    }, { headers: { 'Cache-Control': 'public, max-age=300, s-maxage=300, stale-while-revalidate=60', ...corsHeaders } });
+  } catch (error) {
+    return Response.json({ error: error.message }, { status: 500, headers: corsHeaders });
+  }
+}
diff --git a/api/worldbank.js b/api/worldbank.js
new file mode 100644
index 000000000..6b710302f
--- /dev/null
+++ b/api/worldbank.js
@@ -0,0 +1,145 @@
+// World Bank API proxy (Web API handler for Edge + sidecar compatibility)
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+
+export const config = {
+  runtime: 'edge',
+};
+
+const TECH_INDICATORS = {
+  'IT.NET.USER.ZS': 'Internet Users (% of population)',
+  'IT.CEL.SETS.P2': 'Mobile Subscriptions (per 100 people)',
+  'IT.NET.BBND.P2': 'Fixed Broadband Subscriptions (per 100 people)',
+  'IT.NET.SECR.P6': 'Secure Internet Servers (per million people)',
+  'GB.XPD.RSDV.GD.ZS': 'R&D Expenditure (% of GDP)',
+  'IP.PAT.RESD': 'Patent Applications (residents)',
+  'IP.PAT.NRES': 'Patent Applications (non-residents)',
+  'IP.TMK.TOTL': 'Trademark Applications',
+  'TX.VAL.TECH.MF.ZS': 'High-Tech Exports (% of manufactured exports)',
+  'BX.GSR.CCIS.ZS': 'ICT Service Exports (% of service exports)',
+  'TM.VAL.ICTG.ZS.UN': 'ICT Goods Imports (% of total goods imports)',
+  'SE.TER.ENRR': 'Tertiary Education Enrollment (%)',
+  'SE.XPD.TOTL.GD.ZS': 'Education Expenditure (% of GDP)',
+  'NY.GDP.MKTP.KD.ZG': 'GDP Growth (annual %)',
+  'NY.GDP.PCAP.CD': 'GDP per Capita (current US$)',
+  'NE.EXP.GNFS.ZS': 'Exports of Goods & Services (% of GDP)',
+};
+
+const TECH_COUNTRIES = [
+  'USA', 'CHN', 'JPN', 'DEU', 'KOR', 'GBR', 'IND', 'ISR', 'SGP', 'TWN',
+  'FRA', 'CAN', 'SWE', 'NLD', 'CHE', 'FIN', 'IRL', 'AUS', 'BRA', 'IDN',
+  'ARE', 'SAU', 'QAT', 'BHR', 'EGY', 'TUR',
+  'MYS', 'THA', 'VNM', 'PHL',
+  'ESP', 'ITA', 'POL', 'CZE', 'DNK', 'NOR', 'AUT', 'BEL', 'PRT', 'EST',
+  'MEX', 'ARG', 'CHL', 'COL',
+  'ZAF', 'NGA', 'KEN',
+];
+
+export default async function handler(request) {
+  const CORS = getCorsHeaders(request);
+  if (isDisallowedOrigin(request)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), { status: 403, headers: CORS });
+  }
+
+  function json(data, status = 200, extra = {}) {
+    return new Response(JSON.stringify(data), {
+      status,
+      headers: { 'Content-Type': 'application/json', ...CORS, ...extra },
+    });
+  }
+
+  if (request.method === 'OPTIONS') {
+    return new Response(null, { status: 204, headers: CORS });
+  }
+
+  const url = new URL(request.url);
+  const indicator = url.searchParams.get('indicator');
+  const country = url.searchParams.get('country');
+  const countries = url.searchParams.get('countries');
+  const years = url.searchParams.get('years') || '5';
+  const action = url.searchParams.get('action');
+
+  if (action === 'indicators') {
+    return json({ indicators: TECH_INDICATORS, defaultCountries: TECH_COUNTRIES }, 200, { 'Cache-Control': 'public, max-age=86400, s-maxage=86400, stale-while-revalidate=3600' });
+  }
+
+  if (!indicator) {
+    return json({ error: 'Missing indicator parameter', availableIndicators: Object.keys(TECH_INDICATORS) }, 400);
+  }
+
+  try {
+    let countryList = country || countries || TECH_COUNTRIES.join(';');
+    if (countries) {
+      countryList = countries.split(',').join(';');
+    }
+
+    const currentYear = new Date().getFullYear();
+    const startYear = currentYear - parseInt(years);
+
+    const wbUrl = `https://api.worldbank.org/v2/country/${countryList}/indicator/${indicator}?format=json&date=${startYear}:${currentYear}&per_page=1000`;
+
+    const response = await fetch(wbUrl, {
+      headers: {
+        'Accept': 'application/json',
+        'User-Agent': 'Mozilla/5.0 (compatible; WorldMonitor/1.0; +https://worldmonitor.app)',
+      },
+    });
+
+    if (!response.ok) {
+      throw new Error(`World Bank API error: ${response.status}`);
+    }
+
+    const data = await response.json();
+
+    if (!data || !Array.isArray(data) || data.length < 2 || !data[1]) {
+      return json({
+        indicator,
+        indicatorName: TECH_INDICATORS[indicator] || indicator,
+        metadata: { page: 1, pages: 1, total: 0 },
+        byCountry: {},
+        latestByCountry: {},
+        timeSeries: [],
+      }, 200, { 'Cache-Control': 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600' });
+    }
+
+    const [metadata, records] = data;
+
+    const transformed = {
+      indicator,
+      indicatorName: TECH_INDICATORS[indicator] || (records[0]?.indicator?.value || indicator),
+      metadata: { page: metadata.page, pages: metadata.pages, total: metadata.total },
+      byCountry: {},
+      latestByCountry: {},
+      timeSeries: [],
+    };
+
+    for (const record of records || []) {
+      const countryCode = record.countryiso3code || record.country?.id;
+      const countryName = record.country?.value;
+      const year = record.date;
+      const value = record.value;
+
+      if (!countryCode || value === null) continue;
+
+      if (!transformed.byCountry[countryCode]) {
+        transformed.byCountry[countryCode] = { code: countryCode, name: countryName, values: [] };
+      }
+      transformed.byCountry[countryCode].values.push({ year, value });
+
+      if (!transformed.latestByCountry[countryCode] || year > transformed.latestByCountry[countryCode].year) {
+        transformed.latestByCountry[countryCode] = { code: countryCode, name: countryName, year, value };
+      }
+
+      transformed.timeSeries.push({ countryCode, countryName, year, value });
+    }
+
+    for (const c of Object.values(transformed.byCountry)) {
+      c.values.sort((a, b) => a.year - b.year);
+    }
+
+    transformed.timeSeries.sort((a, b) => b.year - a.year || a.countryCode.localeCompare(b.countryCode));
+
+    return json(transformed, 200, { 'Cache-Control': 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600' });
+  } catch (error) {
+    return json({ error: error.message, indicator }, 500);
+  }
+}
diff --git a/api/worldpop-exposure.js b/api/worldpop-exposure.js
new file mode 100644
index 000000000..200b2878a
--- /dev/null
+++ b/api/worldpop-exposure.js
@@ -0,0 +1,171 @@
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+import { getCachedJson, setCachedJson } from './_upstash-cache.js';
+import { recordCacheTelemetry } from './_cache-telemetry.js';
+import { createIpRateLimiter } from './_ip-rate-limit.js';
+
+export const config = { runtime: 'edge' };
+
+const COUNTRIES_CACHE_KEY = 'worldpop:countries:v1';
+const COUNTRIES_TTL_SECONDS = 7 * 24 * 60 * 60;
+const COUNTRIES_TTL_MS = COUNTRIES_TTL_SECONDS * 1000;
+const EXPOSURE_TTL_SECONDS = 24 * 60 * 60;
+
+let countriesFallback = { data: null, timestamp: 0 };
+
+const rateLimiter = createIpRateLimiter({
+  limit: 30,
+  windowMs: 60 * 1000,
+  maxEntries: 5000,
+});
+
+function getClientIp(req) {
+  return req.headers.get('x-forwarded-for')?.split(',')[0] ||
+    req.headers.get('x-real-ip') ||
+    'unknown';
+}
+
+function toErrorMessage(error) {
+  if (error instanceof Error) return error.message;
+  return String(error || 'unknown error');
+}
+
+const PRIORITY_COUNTRIES = {
+  UKR: { name: 'Ukraine', pop: 37000000, area: 603550 },
+  RUS: { name: 'Russia', pop: 144100000, area: 17098242 },
+  ISR: { name: 'Israel', pop: 9800000, area: 22072 },
+  PSE: { name: 'Palestine', pop: 5400000, area: 6020 },
+  SYR: { name: 'Syria', pop: 22100000, area: 185180 },
+  IRN: { name: 'Iran', pop: 88600000, area: 1648195 },
+  TWN: { name: 'Taiwan', pop: 23600000, area: 36193 },
+  ETH: { name: 'Ethiopia', pop: 126500000, area: 1104300 },
+  SDN: { name: 'Sudan', pop: 48100000, area: 1861484 },
+  SSD: { name: 'South Sudan', pop: 11400000, area: 619745 },
+  SOM: { name: 'Somalia', pop: 18100000, area: 637657 },
+  YEM: { name: 'Yemen', pop: 34400000, area: 527968 },
+  AFG: { name: 'Afghanistan', pop: 42200000, area: 652230 },
+  PAK: { name: 'Pakistan', pop: 240500000, area: 881913 },
+  IND: { name: 'India', pop: 1428600000, area: 3287263 },
+  MMR: { name: 'Myanmar', pop: 54200000, area: 676578 },
+  COD: { name: 'DR Congo', pop: 102300000, area: 2344858 },
+  NGA: { name: 'Nigeria', pop: 223800000, area: 923768 },
+  MLI: { name: 'Mali', pop: 22600000, area: 1240192 },
+  BFA: { name: 'Burkina Faso', pop: 22700000, area: 274200 },
+};
+
+function isValidCountries(data) {
+  return Boolean(data && typeof data === 'object' && Array.isArray(data.countries));
+}
+
+async function handleCountries(corsHeaders, now) {
+  const cached = await getCachedJson(COUNTRIES_CACHE_KEY);
+  if (isValidCountries(cached)) {
+    recordCacheTelemetry('/api/worldpop-exposure?countries', 'REDIS-HIT');
+    return Response.json(cached, {
+      status: 200,
+      headers: { ...corsHeaders, 'Cache-Control': 'public, max-age=86400, s-maxage=86400, stale-while-revalidate=3600', 'X-Cache': 'REDIS-HIT' },
+    });
+  }
+
+  if (isValidCountries(countriesFallback.data) && now - countriesFallback.timestamp < COUNTRIES_TTL_MS) {
+    recordCacheTelemetry('/api/worldpop-exposure?countries', 'MEMORY-HIT');
+    return Response.json(countriesFallback.data, {
+      status: 200,
+      headers: { ...corsHeaders, 'Cache-Control': 'public, max-age=86400, s-maxage=86400, stale-while-revalidate=3600', 'X-Cache': 'MEMORY-HIT' },
+    });
+  }
+
+  const countries = Object.entries(PRIORITY_COUNTRIES).map(([code, info]) => ({
+    code,
+    name: info.name,
+    population: info.pop,
+    densityPerKm2: Math.round(info.pop / info.area),
+  }));
+
+  const result = { success: true, countries, cached_at: new Date().toISOString() };
+  countriesFallback = { data: result, timestamp: now };
+  void setCachedJson(COUNTRIES_CACHE_KEY, result, COUNTRIES_TTL_SECONDS);
+  recordCacheTelemetry('/api/worldpop-exposure?countries', 'MISS');
+
+  return Response.json(result, {
+    status: 200,
+    headers: { ...corsHeaders, 'Cache-Control': 'public, max-age=86400, s-maxage=86400, stale-while-revalidate=3600', 'X-Cache': 'MISS' },
+  });
+}
+
+function handleExposure(corsHeaders, lat, lon, radius) {
+  let bestMatch = null;
+  let bestDist = Infinity;
+
+  const CENTROIDS = {
+    UKR: [48.4, 31.2], RUS: [61.5, 105.3], ISR: [31.0, 34.8], PSE: [31.9, 35.2],
+    SYR: [35.0, 38.0], IRN: [32.4, 53.7], TWN: [23.7, 121.0], ETH: [9.1, 40.5],
+    SDN: [15.5, 32.5], SSD: [6.9, 31.3], SOM: [5.2, 46.2], YEM: [15.6, 48.5],
+    AFG: [33.9, 67.7], PAK: [30.4, 69.3], IND: [20.6, 79.0], MMR: [19.8, 96.7],
+    COD: [-4.0, 21.8], NGA: [9.1, 7.5], MLI: [17.6, -4.0], BFA: [12.3, -1.6],
+  };
+
+  for (const [code, [cLat, cLon]] of Object.entries(CENTROIDS)) {
+    const dist = Math.sqrt(Math.pow(lat - cLat, 2) + Math.pow(lon - cLon, 2));
+    if (dist < bestDist) {
+      bestDist = dist;
+      bestMatch = code;
+    }
+  }
+
+  const info = PRIORITY_COUNTRIES[bestMatch] || { pop: 50000000, area: 500000 };
+  const density = info.pop / info.area;
+  const areaKm2 = Math.PI * radius * radius;
+  const exposed = Math.round(density * areaKm2);
+
+  return Response.json({
+    success: true,
+    exposedPopulation: exposed,
+    exposureRadiusKm: radius,
+    nearestCountry: bestMatch,
+    densityPerKm2: Math.round(density),
+  }, {
+    status: 200,
+    headers: { ...corsHeaders, 'Cache-Control': 'public, max-age=3600, s-maxage=3600, stale-while-revalidate=600' },
+  });
+}
+
+export default async function handler(req) {
+  const corsHeaders = getCorsHeaders(req, 'GET, OPTIONS');
+
+  if (req.method === 'OPTIONS') {
+    if (isDisallowedOrigin(req)) return new Response(null, { status: 403, headers: corsHeaders });
+    return new Response(null, { status: 204, headers: corsHeaders });
+  }
+
+  if (req.method !== 'GET') {
+    return Response.json({ error: 'Method not allowed' }, { status: 405, headers: corsHeaders });
+  }
+
+  if (isDisallowedOrigin(req)) {
+    return Response.json({ error: 'Origin not allowed' }, { status: 403, headers: corsHeaders });
+  }
+
+  const ip = getClientIp(req);
+  if (!rateLimiter.check(ip)) {
+    return Response.json({ error: 'Rate limited' }, {
+      status: 429, headers: { ...corsHeaders, 'Retry-After': '60' },
+    });
+  }
+
+  const url = new URL(req.url);
+  const mode = url.searchParams.get('mode') || 'countries';
+
+  if (mode === 'exposure') {
+    const lat = Number(url.searchParams.get('lat'));
+    const lon = Number(url.searchParams.get('lon'));
+    const radius = Number(url.searchParams.get('radius')) || 50;
+
+    if (isNaN(lat) || isNaN(lon)) {
+      return Response.json({ error: 'lat and lon required' }, { status: 400, headers: corsHeaders });
+    }
+
+    return handleExposure(corsHeaders, lat, lon, radius);
+  }
+
+  return handleCountries(corsHeaders, Date.now());
+}
diff --git a/api/yahoo-finance.js b/api/yahoo-finance.js
new file mode 100644
index 000000000..ff2dd1650
--- /dev/null
+++ b/api/yahoo-finance.js
@@ -0,0 +1,54 @@
+export const config = { runtime: 'edge' };
+
+import { getCorsHeaders, isDisallowedOrigin } from './_cors.js';
+
+const SYMBOL_PATTERN = /^[A-Za-z0-9.^=\-]+$/;
+const MAX_SYMBOL_LENGTH = 20;
+
+function validateSymbol(symbol) {
+  if (!symbol) return null;
+  const trimmed = symbol.trim().toUpperCase();
+  if (trimmed.length > MAX_SYMBOL_LENGTH) return null;
+  if (!SYMBOL_PATTERN.test(trimmed)) return null;
+  return trimmed;
+}
+
+export default async function handler(req) {
+  const cors = getCorsHeaders(req);
+  if (isDisallowedOrigin(req)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), { status: 403, headers: cors });
+  }
+  const url = new URL(req.url);
+  const symbol = validateSymbol(url.searchParams.get('symbol'));
+
+  if (!symbol) {
+    return new Response(JSON.stringify({ error: 'Invalid or missing symbol parameter' }), {
+      status: 400,
+      headers: { 'Content-Type': 'application/json', ...cors },
+    });
+  }
+
+  try {
+    const yahooUrl = `https://query1.finance.yahoo.com/v8/finance/chart/${encodeURIComponent(symbol)}`;
+    const response = await fetch(yahooUrl, {
+      headers: {
+        'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36',
+      },
+    });
+
+    const data = await response.text();
+    return new Response(data, {
+      status: response.status,
+      headers: {
+        'Content-Type': 'application/json',
+        ...cors,
+        'Cache-Control': 'public, max-age=60, s-maxage=60, stale-while-revalidate=30',
+      },
+    });
+  } catch (error) {
+    return new Response(JSON.stringify({ error: 'Failed to fetch data' }), {
+      status: 500,
+      headers: { 'Content-Type': 'application/json', ...cors },
+    });
+  }
+}
diff --git a/api/youtube/embed.js b/api/youtube/embed.js
new file mode 100644
index 000000000..fcfbd37d4
--- /dev/null
+++ b/api/youtube/embed.js
@@ -0,0 +1,128 @@
+export const config = { runtime: 'edge' };
+
+function parseFlag(value, fallback = '1') {
+  if (value === '0' || value === '1') return value;
+  return fallback;
+}
+
+function sanitizeVideoId(value) {
+  if (typeof value !== 'string') return null;
+  return /^[A-Za-z0-9_-]{11}$/.test(value) ? value : null;
+}
+
+const ALLOWED_ORIGINS = [
+  /^https:\/\/(.*\.)?worldmonitor\.app$/,
+  /^https:\/\/worldmonitor-[a-z0-9-]+-elie-habib-projects\.vercel\.app$/,
+  /^https:\/\/worldmonitor-[a-z0-9-]+\.vercel\.app$/,
+  /^https?:\/\/localhost(:\d+)?$/,
+  /^https?:\/\/127\.0\.0\.1(:\d+)?$/,
+  /^tauri:\/\/localhost$/,
+];
+
+function sanitizeOrigin(raw) {
+  if (!raw) return 'https://worldmonitor.app';
+  try {
+    const parsed = new URL(raw);
+    if (parsed.protocol !== 'https:' && parsed.protocol !== 'http:' && parsed.protocol !== 'tauri:') {
+      return 'https://worldmonitor.app';
+    }
+    const origin = parsed.origin !== 'null' ? parsed.origin : raw;
+    if (ALLOWED_ORIGINS.some(p => p.test(origin))) return origin;
+  } catch { /* invalid URL */ }
+  return 'https://worldmonitor.app';
+}
+
+export default async function handler(request) {
+  const url = new URL(request.url);
+  const videoId = sanitizeVideoId(url.searchParams.get('videoId'));
+
+  if (!videoId) {
+    return new Response('Missing or invalid videoId', {
+      status: 400,
+      headers: { 'content-type': 'text/plain; charset=utf-8' },
+    });
+  }
+
+  const autoplay = parseFlag(url.searchParams.get('autoplay'), '1');
+  const mute = parseFlag(url.searchParams.get('mute'), '1');
+
+  const origin = sanitizeOrigin(url.searchParams.get('origin'));
+
+  const embedSrc = new URL(`https://www.youtube-nocookie.com/embed/${videoId}`);
+  embedSrc.searchParams.set('autoplay', autoplay);
+  embedSrc.searchParams.set('mute', mute);
+  embedSrc.searchParams.set('playsinline', '1');
+  embedSrc.searchParams.set('rel', '0');
+  embedSrc.searchParams.set('controls', '1');
+  embedSrc.searchParams.set('enablejsapi', '1');
+  embedSrc.searchParams.set('origin', origin);
+  embedSrc.searchParams.set('widget_referrer', origin);
+
+  const html = `<!doctype html>
+<html lang="en">
+<head>
+  <meta charset="utf-8" />
+  <meta name="viewport" content="width=device-width,initial-scale=1" />
+  <meta name="referrer" content="strict-origin-when-cross-origin" />
+  <style>
+    html,body{margin:0;padding:0;width:100%;height:100%;background:#000;overflow:hidden}
+    #player{width:100%;height:100%}
+    #play-overlay{position:absolute;inset:0;z-index:10;display:flex;align-items:center;justify-content:center;cursor:pointer;background:rgba(0,0,0,0.4)}
+    #play-overlay svg{width:72px;height:72px;opacity:0.9;filter:drop-shadow(0 2px 8px rgba(0,0,0,0.5))}
+    #play-overlay.hidden{display:none}
+  </style>
+</head>
+<body>
+  <div id="player"></div>
+  <div id="play-overlay"><svg viewBox="0 0 68 48"><path d="M66.52 7.74c-.78-2.93-2.49-5.41-5.42-6.19C55.79.13 34 0 34 0S12.21.13 6.9 1.55C3.97 2.33 2.27 4.81 1.48 7.74.06 13.05 0 24 0 24s.06 10.95 1.48 16.26c.78 2.93 2.49 5.41 5.42 6.19C12.21 47.87 34 48 34 48s21.79-.13 27.1-1.55c2.93-.78 4.64-3.26 5.42-6.19C67.94 34.95 68 24 68 24s-.06-10.95-1.48-16.26z" fill="red"/><path d="M45 24L27 14v20" fill="#fff"/></svg></div>
+  <script>
+    var tag=document.createElement('script');
+    tag.src='https://www.youtube.com/iframe_api';
+    document.head.appendChild(tag);
+    var player,overlay=document.getElementById('play-overlay'),started=false;
+    function hideOverlay(){overlay.classList.add('hidden')}
+    function onYouTubeIframeAPIReady(){
+      player=new YT.Player('player',{
+        videoId:'${videoId}',
+        host:'https://www.youtube-nocookie.com',
+        playerVars:{autoplay:${autoplay},mute:${mute},playsinline:1,rel:0,controls:1,modestbranding:1,enablejsapi:1,origin:${JSON.stringify(origin)},widget_referrer:${JSON.stringify(origin)}},
+        events:{
+          onReady:function(){
+            window.parent.postMessage({type:'yt-ready'},'*');
+            if(${autoplay}===1){player.playVideo()}
+          },
+          onError:function(e){window.parent.postMessage({type:'yt-error',code:e.data},'*')},
+          onStateChange:function(e){
+            window.parent.postMessage({type:'yt-state',state:e.data},'*');
+            if(e.data===1||e.data===3){hideOverlay();started=true}
+          }
+        }
+      });
+    }
+    overlay.addEventListener('click',function(){
+      if(player&&player.playVideo){player.playVideo();player.unMute();hideOverlay()}
+    });
+    setTimeout(function(){if(!started)overlay.classList.remove('hidden')},3000);
+    window.addEventListener('message',function(e){
+      if(!player||!player.getPlayerState)return;
+      var m=e.data;if(!m||!m.type)return;
+      switch(m.type){
+        case'play':player.playVideo();break;
+        case'pause':player.pauseVideo();break;
+        case'mute':player.mute();break;
+        case'unmute':player.unMute();break;
+        case'loadVideo':if(m.videoId)player.loadVideoById(m.videoId);break;
+      }
+    });
+  </script>
+</body>
+</html>`;
+
+  return new Response(html, {
+    status: 200,
+    headers: {
+      'content-type': 'text/html; charset=utf-8',
+      'cache-control': 'public, s-maxage=60, stale-while-revalidate=300',
+    },
+  });
+}
diff --git a/api/youtube/embed.test.mjs b/api/youtube/embed.test.mjs
new file mode 100644
index 000000000..30a42cb7c
--- /dev/null
+++ b/api/youtube/embed.test.mjs
@@ -0,0 +1,35 @@
+import { strict as assert } from 'node:assert';
+import test from 'node:test';
+import handler from './embed.js';
+
+function makeRequest(query = '') {
+  return new Request(`https://worldmonitor.app/api/youtube/embed${query}`);
+}
+
+test('rejects missing or invalid video ids', async () => {
+  const missing = await handler(makeRequest());
+  assert.equal(missing.status, 400);
+
+  const invalid = await handler(makeRequest('?videoId=bad'));
+  assert.equal(invalid.status, 400);
+});
+
+test('returns embeddable html for valid video id', async () => {
+  const response = await handler(makeRequest('?videoId=iEpJwprxDdk&autoplay=0&mute=1'));
+  assert.equal(response.status, 200);
+  assert.equal(response.headers.get('content-type')?.includes('text/html'), true);
+
+  const html = await response.text();
+  assert.equal(html.includes("videoId:'iEpJwprxDdk'"), true);
+  assert.equal(html.includes("host:'https://www.youtube-nocookie.com'"), true);
+  assert.equal(html.includes('autoplay:0'), true);
+  assert.equal(html.includes('mute:1'), true);
+  assert.equal(html.includes('origin:"https://worldmonitor.app"'), true);
+  assert.equal(html.includes('postMessage'), true);
+});
+
+test('accepts custom origin parameter', async () => {
+  const response = await handler(makeRequest('?videoId=iEpJwprxDdk&origin=http://127.0.0.1:46123'));
+  const html = await response.text();
+  assert.equal(html.includes('origin:"http://127.0.0.1:46123"'), true);
+});
diff --git a/api/youtube/live.js b/api/youtube/live.js
new file mode 100644
index 000000000..d6b2ed32b
--- /dev/null
+++ b/api/youtube/live.js
@@ -0,0 +1,76 @@
+// YouTube Live Stream Detection API
+// Uses YouTube's oembed endpoint to check for live streams
+
+import { getCorsHeaders, isDisallowedOrigin } from '../_cors.js';
+
+export const config = {
+  runtime: 'edge',
+};
+
+export default async function handler(request) {
+  const cors = getCorsHeaders(request);
+  if (request.method === 'OPTIONS') return new Response(null, { status: 204, headers: cors });
+  if (isDisallowedOrigin(request)) {
+    return new Response(JSON.stringify({ error: 'Origin not allowed' }), { status: 403, headers: cors });
+  }
+  const url = new URL(request.url);
+  const channel = url.searchParams.get('channel');
+
+  if (!channel) {
+    return new Response(JSON.stringify({ error: 'Missing channel parameter' }), {
+      status: 400,
+      headers: { 'Content-Type': 'application/json' },
+    });
+  }
+
+  try {
+    // Try to fetch the channel's live page
+    const channelHandle = channel.startsWith('@') ? channel : `@${channel}`;
+    const liveUrl = `https://www.youtube.com/${channelHandle}/live`;
+
+    const response = await fetch(liveUrl, {
+      headers: {
+        'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36',
+      },
+      redirect: 'follow',
+    });
+
+    if (!response.ok) {
+      return new Response(JSON.stringify({ videoId: null }), {
+        status: 200,
+        headers: { 'Content-Type': 'application/json' },
+      });
+    }
+
+    const html = await response.text();
+
+    // Extract video ID from the page
+    const videoIdMatch = html.match(/"videoId":"([a-zA-Z0-9_-]{11})"/);
+    const isLiveMatch = html.match(/"isLive":\s*true/);
+
+    if (videoIdMatch && isLiveMatch) {
+      return new Response(JSON.stringify({ videoId: videoIdMatch[1], isLive: true }), {
+        status: 200,
+        headers: {
+          'Content-Type': 'application/json',
+          'Cache-Control': 'public, max-age=300, s-maxage=300, stale-while-revalidate=60', // Cache for 5 minutes
+        },
+      });
+    }
+
+    // Return null if no live stream found
+    return new Response(JSON.stringify({ videoId: null, isLive: false }), {
+      status: 200,
+      headers: {
+        'Content-Type': 'application/json',
+        'Cache-Control': 'public, max-age=300, s-maxage=300, stale-while-revalidate=60',
+      },
+    });
+  } catch (error) {
+    console.error('YouTube live check error:', error);
+    return new Response(JSON.stringify({ videoId: null, error: error.message }), {
+      status: 200,
+      headers: { 'Content-Type': 'application/json' },
+    });
+  }
+}
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 000000000..5e40268d8
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,16 @@
+# World Monitor — self-hosted stack
+# Usage: docker compose up -d
+# Optional: cp .env.example .env, add API keys, then uncomment env_file below.
+
+services:
+  app:
+    build: .
+    ports:
+      - "3000:3000"
+    # env_file: [ .env ]
+    environment:
+      NODE_ENV: production
+      LOCAL_API_MODE: standalone
+      LOCAL_API_PORT: 3000
+      LOCAL_API_CLOUD_FALLBACK: "true"
+    restart: unless-stopped
diff --git a/docs/DESKTOP_CONFIGURATION.md b/docs/DESKTOP_CONFIGURATION.md
new file mode 100644
index 000000000..982bd41e5
--- /dev/null
+++ b/docs/DESKTOP_CONFIGURATION.md
@@ -0,0 +1,47 @@
+# Desktop Runtime Configuration Schema
+
+World Monitor desktop now uses a runtime configuration schema with per-feature toggles and secret-backed credentials.
+
+## Secret keys
+
+The desktop vault schema supports the following required keys used by services and relays:
+
+- `GROQ_API_KEY`
+- `OPENROUTER_API_KEY`
+- `FRED_API_KEY`
+- `EIA_API_KEY`
+- `CLOUDFLARE_API_TOKEN`
+- `ACLED_ACCESS_TOKEN`
+- `WINGBITS_API_KEY`
+- `WS_RELAY_URL`
+- `VITE_OPENSKY_RELAY_URL`
+- `OPENSKY_CLIENT_ID`
+- `OPENSKY_CLIENT_SECRET`
+- `AISSTREAM_API_KEY`
+- `VITE_WS_RELAY_URL`
+
+## Feature schema
+
+Each feature includes:
+
+- `id`: stable feature identifier.
+- `requiredSecrets`: list of keys that must be present and valid.
+- `enabled`: user-toggle state from runtime settings panel.
+- `available`: computed (`enabled && requiredSecrets valid`).
+- `fallback`: user-facing degraded behavior description.
+
+## Desktop secret storage
+
+Desktop builds persist secrets in OS credential storage through Tauri command bindings backed by Rust `keyring` entries (`world-monitor` service namespace).
+
+Secrets are **not stored in plaintext files** by the frontend.
+
+## Degradation behavior
+
+If required secrets are missing/disabled:
+
+- Summarization: Groq/OpenRouter disabled, browser model fallback.
+- FRED / EIA: economic and oil analytics return empty state.
+- Cloudflare / ACLED: outages/conflicts return empty state.
+- Wingbits: flight enrichment disabled, heuristic-only flight classification remains.
+- AIS / OpenSky relay: live tracking features are disabled cleanly.
diff --git a/docs/DOCUMENTATION.md b/docs/DOCUMENTATION.md
new file mode 100644
index 000000000..3aad822ff
--- /dev/null
+++ b/docs/DOCUMENTATION.md
@@ -0,0 +1,3896 @@
+# World Monitor v2
+
+AI-powered real-time global intelligence dashboard aggregating news, markets, geopolitical data, and infrastructure monitoring into a unified situation awareness interface.
+
+🌐 **[Live Demo: worldmonitor.app](https://worldmonitor.app)** | 💻 **[Tech Variant: tech.worldmonitor.app](https://tech.worldmonitor.app)**
+
+![TypeScript](https://img.shields.io/badge/TypeScript-007ACC?style=flat&logo=typescript&logoColor=white)
+![Vite](https://img.shields.io/badge/Vite-646CFF?style=flat&logo=vite&logoColor=white)
+![D3.js](https://img.shields.io/badge/D3.js-F9A03C?style=flat&logo=d3.js&logoColor=white)
+![Version](https://img.shields.io/badge/version-2.1.4-blue)
+
+![World Monitor Dashboard](../new-world-monitor.png)
+
+## Platform Variants
+
+World Monitor runs two specialized variants from a single codebase, each optimized for different monitoring needs:
+
+| Variant | URL | Focus |
+|---------|-----|-------|
+| **🌍 World Monitor** | [worldmonitor.app](https://worldmonitor.app) | Geopolitical intelligence, military tracking, conflict monitoring, infrastructure security |
+| **💻 Tech Monitor** | [tech.worldmonitor.app](https://tech.worldmonitor.app) | Technology sector intelligence, AI/startup ecosystems, cloud infrastructure, tech events |
+
+A compact **variant switcher** in the header allows seamless navigation between variants while preserving your map position and panel configuration.
+
+---
+
+## World Monitor (Geopolitical)
+
+The primary variant focuses on geopolitical intelligence, military tracking, and infrastructure security monitoring.
+
+### Key Capabilities
+- **Conflict Monitoring** - Active war zones, hotspots, and crisis areas with real-time escalation tracking
+- **Military Intelligence** - 220+ military bases, flight tracking, naval vessel monitoring, surge detection
+- **Infrastructure Security** - Undersea cables, pipelines, datacenters, internet outages
+- **Economic Intelligence** - FRED indicators, oil analytics, government spending, sanctions tracking
+- **Natural Disasters** - Earthquakes, severe weather, NASA EONET events (wildfires, volcanoes, floods)
+- **AI-Powered Analysis** - Focal point detection, country instability scoring, infrastructure cascade analysis
+
+### Intelligence Panels
+| Panel | Purpose |
+|-------|---------|
+| **AI Insights** | LLM-synthesized world brief with focal point detection |
+| **AI Strategic Posture** | Theater-level military force aggregation with strike capability assessment |
+| **Country Instability Index** | Real-time stability scores for 20 monitored countries |
+| **Strategic Risk Overview** | Composite risk score combining all intelligence modules |
+| **Infrastructure Cascade** | Dependency analysis for cables, pipelines, and chokepoints |
+| **Live Intelligence** | GDELT-powered topic feeds (Military, Cyber, Nuclear, Sanctions) |
+
+### News Coverage
+80+ curated sources across geopolitics, defense, energy, think tanks, and regional news (Middle East, Africa, Latin America, Asia-Pacific).
+
+---
+
+## Tech Monitor
+
+The tech variant ([tech.worldmonitor.app](https://tech.worldmonitor.app)) provides specialized layers for technology sector monitoring.
+
+### Tech Ecosystem Layers
+| Layer | Description |
+|-------|-------------|
+| **Tech HQs** | Headquarters of major tech companies (Big Tech, unicorns, public companies) |
+| **Startup Hubs** | Major startup ecosystems with ecosystem tier, funding data, and notable companies |
+| **Cloud Regions** | AWS, Azure, GCP data center regions with zone counts |
+| **Accelerators** | Y Combinator, Techstars, 500 Startups, and regional accelerator locations |
+| **Tech Events** | Upcoming conferences and tech events with countdown timers |
+
+### Tech Infrastructure Layers
+| Layer | Description |
+|-------|-------------|
+| **AI Datacenters** | 111 major AI compute clusters (≥10,000 GPUs) |
+| **Undersea Cables** | Submarine fiber routes critical for cloud connectivity |
+| **Internet Outages** | Network disruptions affecting tech operations |
+
+### Tech News Categories
+- **Startups & VC** - Funding rounds, acquisitions, startup news
+- **Cybersecurity** - Security vulnerabilities, breaches, threat intelligence
+- **Cloud & Infrastructure** - AWS, Azure, GCP announcements, outages
+- **Hardware & Chips** - Semiconductors, AI accelerators, manufacturing
+- **Developer & Open Source** - Languages, frameworks, open source projects
+- **Tech Policy** - Regulation, antitrust, digital governance
+
+### Regional Tech HQ Coverage
+
+| Region | Notable Companies |
+|--------|------------------|
+| **Silicon Valley** | Apple, Google, Meta, Nvidia, Intel, Cisco, Oracle, VMware |
+| **Seattle** | Microsoft, Amazon, Tableau, Expedia |
+| **New York** | Bloomberg, MongoDB, Datadog, Squarespace |
+| **London** | Revolut, Deliveroo, Darktrace, Monzo |
+| **Tel Aviv** | Wix, Check Point, Monday.com, Fiverr |
+| **Dubai/MENA** | Careem, Noon, Anghami, Property Finder, Kitopi |
+| **Riyadh** | Tabby, Presight.ai, Ninja, XPANCEO |
+| **Singapore** | Grab, Razer, Sea Limited |
+| **Berlin** | Zalando, Delivery Hero, N26, Celonis |
+| **Tokyo** | Sony, Toyota, SoftBank, Rakuten |
+
+---
+
+## Features
+
+### Interactive Global Map
+- **Zoom & Pan** - Smooth navigation with mouse/trackpad gestures
+- **Regional Focus** - 8 preset views for rapid navigation (Global, Americas, Europe, MENA, Asia, Latin America, Africa, Oceania)
+- **Layer System** - Toggle visibility of 20+ data layers organized by category
+- **Time Filtering** - Filter events by time range (1h, 6h, 24h, 48h, 7d)
+- **Pinnable Map** - Pin the map to the top while scrolling through panels, or let it scroll with the page
+- **Smart Marker Clustering** - Nearby markers group at low zoom, expand on zoom in
+
+### Marker Clustering
+
+Dense regions with many data points use intelligent clustering to prevent visual clutter:
+
+**How It Works**
+- Markers within a pixel radius (adaptive to zoom level) merge into cluster badges
+- Cluster badges show the count of grouped items
+- Clicking a cluster opens a popup listing all grouped items
+- Zooming in reduces cluster radius, eventually showing individual markers
+
+**Grouping Logic**
+- **Protests**: Cluster within same country only (riots sorted first, high severity prioritized)
+- **Tech HQs**: Cluster within same city (Big Tech sorted before unicorns before public companies)
+- **Tech Events**: Cluster within same location (sorted by date, soonest first)
+
+This prevents issues like Dubai and Riyadh companies appearing merged at global zoom, while still providing clean visualization at continental scales.
+
+### Data Layers
+
+Layers are organized into logical groups for efficient monitoring:
+
+**Geopolitical**
+| Layer | Description |
+|-------|-------------|
+| **Conflicts** | Active conflict zones with involved parties and status |
+| **Hotspots** | Intelligence hotspots with activity levels based on news correlation |
+| **Sanctions** | Countries under economic sanctions regimes |
+| **Protests** | Live social unrest events from ACLED and GDELT |
+
+**Military & Strategic**
+| Layer | Description |
+|-------|-------------|
+| **Military Bases** | 220+ global military installations from 9 operators |
+| **Nuclear Facilities** | Power plants, weapons labs, enrichment sites |
+| **Gamma Irradiators** | IAEA-tracked Category 1-3 radiation sources |
+| **APT Groups** | State-sponsored cyber threat actors with geographic attribution |
+| **Spaceports** | 12 major launch facilities (NASA, SpaceX, Roscosmos, CNSA, ESA, ISRO, JAXA) |
+| **Critical Minerals** | Strategic mineral deposits (lithium, cobalt, rare earths) with operator info |
+
+**Infrastructure**
+| Layer | Description |
+|-------|-------------|
+| **Undersea Cables** | 55 major submarine cable routes worldwide |
+| **Pipelines** | 88 operating oil & gas pipelines across all continents |
+| **Internet Outages** | Network disruptions via Cloudflare Radar |
+| **AI Datacenters** | 111 major AI compute clusters (≥10,000 GPUs) |
+
+**Transport**
+| Layer | Description |
+|-------|-------------|
+| **Ships (AIS)** | Live vessel tracking via AIS with chokepoint monitoring and 61 strategic ports* |
+| **Delays** | FAA airport delay status and ground stops |
+
+*\*AIS data via [AISStream.io](https://aisstream.io) uses terrestrial receivers with stronger coverage in European/Atlantic waters. Middle East, Asia, and open ocean coverage is limited. Satellite AIS providers (Spire, Kpler) offer global coverage but require commercial licenses.*
+
+**Natural Events**
+| Layer | Description |
+|-------|-------------|
+| **Natural** | USGS earthquakes (M4.5+) + NASA EONET events (storms, wildfires, volcanoes, floods) |
+| **Weather** | NWS severe weather warnings |
+
+**Economic & Labels**
+| Layer | Description |
+|-------|-------------|
+| **Economic** | Tabbed economic panel with FRED indicators, EIA oil analytics, and USASpending.gov government contracts |
+| **Countries** | Country boundary labels |
+| **Waterways** | Strategic waterways and chokepoints |
+
+### Intelligence Panels
+
+Beyond raw data feeds, the dashboard provides synthesized intelligence panels:
+
+| Panel | Purpose |
+|-------|---------|
+| **AI Strategic Posture** | Theater-level military aggregation with strike capability analysis |
+| **Strategic Risk Overview** | Composite risk score combining all intelligence modules |
+| **Country Instability Index** | Real-time stability scores for 20 monitored countries |
+| **Infrastructure Cascade** | Dependency analysis for cables, pipelines, and chokepoints |
+| **Live Intelligence** | GDELT-powered topic feeds (Military, Cyber, Nuclear, Sanctions) |
+| **Intel Feed** | Curated defense and security news sources |
+
+These panels transform raw signals into actionable intelligence by applying scoring algorithms, trend detection, and cross-source correlation.
+
+### News Aggregation
+
+Multi-source RSS aggregation across categories:
+- **World / Geopolitical** - BBC, Reuters, AP, Guardian, NPR, Politico, The Diplomat
+- **Middle East / MENA** - Al Jazeera, BBC ME, Guardian ME, Al Arabiya, Times of Israel
+- **Africa** - BBC Africa, News24, Google News aggregation (regional & Sahel coverage)
+- **Latin America** - BBC Latin America, Guardian Americas, Google News aggregation
+- **Asia-Pacific** - BBC Asia, South China Morning Post, Google News aggregation
+- **Energy & Resources** - Google News aggregation (oil/gas, nuclear, mining, Reuters Energy)
+- **Technology** - Hacker News, Ars Technica, The Verge, MIT Tech Review
+- **AI / ML** - ArXiv, VentureBeat AI, The Verge AI, MIT Tech Review
+- **Finance** - CNBC, MarketWatch, Financial Times, Yahoo Finance
+- **Government** - White House, State Dept, Pentagon, Treasury, Fed, SEC, UN News, CISA
+- **Intel Feed** - Defense One, Breaking Defense, Bellingcat, Krebs Security, Janes
+- **Think Tanks** - Foreign Policy, Atlantic Council, Foreign Affairs, CSIS, RAND, Brookings, Carnegie
+- **Crisis Watch** - International Crisis Group, IAEA, WHO, UNHCR
+- **Regional Sources** - Xinhua, TASS, Kyiv Independent, Moscow Times
+- **Layoffs Tracker** - Tech industry job cuts
+
+### Source Filtering
+
+The **📡 SOURCES** button in the header opens a global source management modal, enabling fine-grained control over which news sources appear in the dashboard.
+
+**Capabilities:**
+- **Search**: Filter the source list by name to quickly find specific outlets
+- **Individual Toggle**: Click any source to enable/disable it
+- **Bulk Actions**: "Select All" and "Select None" for quick adjustments
+- **Counter Display**: Shows "45/77 enabled" to indicate current selection
+- **Persistence**: Settings are saved to localStorage and persist across sessions
+
+**Use Cases:**
+- **Noise Reduction**: Disable high-volume aggregators (Google News) to focus on primary sources
+- **Regional Focus**: Enable only sources relevant to a specific geographic area
+- **Source Quality**: Disable sources with poor signal-to-noise ratio
+- **Bias Management**: Balance coverage by enabling/disabling sources with known editorial perspectives
+
+**Technical Details:**
+- Disabled sources are filtered at fetch time (not display time), reducing bandwidth and API calls
+- Affects all news panels simultaneously—disable BBC once, it's gone everywhere
+- Panels with all sources disabled show "All sources disabled" message
+- Changes take effect on the next refresh cycle
+
+### Regional Intelligence Panels
+
+Dedicated panels provide focused coverage for strategically significant regions:
+
+| Panel | Coverage | Key Topics |
+|-------|----------|------------|
+| **Middle East** | MENA region | Israel-Gaza, Iran, Gulf states, Red Sea |
+| **Africa** | Sub-Saharan Africa | Sahel instability, coups, insurgencies, resources |
+| **Latin America** | Central & South America | Venezuela, drug trafficking, regional politics |
+| **Asia-Pacific** | East & Southeast Asia | China-Taiwan, Korean peninsula, ASEAN |
+| **Energy & Resources** | Global | Oil markets, nuclear, mining, energy security |
+
+Each panel aggregates region-specific sources to provide concentrated situational awareness for that theater. This enables focused monitoring when global events warrant attention to a particular region.
+
+### Live News Streams
+
+Embedded YouTube live streams from major news networks with channel switching:
+
+| Channel | Coverage |
+|---------|----------|
+| **Bloomberg** | Business & financial news |
+| **Sky News** | UK & international news |
+| **Euronews** | European perspective |
+| **DW News** | German international broadcaster |
+| **France 24** | French global news |
+| **Al Arabiya** | Middle East news (Arabic perspective) |
+| **Al Jazeera** | Middle East & international news |
+
+**Core Features:**
+- **Channel Switcher** - One-click switching between networks
+- **Live Indicator** - Blinking dot shows stream status, click to pause/play
+- **Mute Toggle** - Audio control (muted by default)
+- **Double-Width Panel** - Larger video player for better viewing
+
+**Performance Optimizations:**
+
+The live stream panel uses the **YouTube IFrame Player API** rather than raw iframe embedding. This provides several advantages:
+
+| Feature | Benefit |
+|---------|---------|
+| **Persistent player** | No iframe reload on mute/play/channel change |
+| **API control** | Direct `playVideo()`, `pauseVideo()`, `mute()` calls |
+| **Reduced bandwidth** | Same stream continues across state changes |
+| **Faster switching** | Channel changes via `loadVideoById()` |
+
+**Idle Detection:**
+
+To conserve resources, the panel implements automatic idle pausing:
+
+| Trigger | Action |
+|---------|--------|
+| **Tab hidden** | Stream pauses (via Visibility API) |
+| **5 min idle** | Stream pauses (no mouse/keyboard activity) |
+| **User returns** | Stream resumes automatically |
+| **Manual pause** | User intent tracked separately |
+
+This prevents background tabs from consuming bandwidth while preserving user preference for manually-paused streams.
+
+### Market Data
+- **Stocks** - Major indices and tech stocks via Finnhub (Yahoo Finance backup)
+- **Commodities** - Oil, gold, natural gas, copper, VIX
+- **Crypto** - Bitcoin, Ethereum, Solana via CoinGecko
+- **Sector Heatmap** - Visual sector performance (11 SPDR sectors)
+- **Economic Indicators** - Fed data via FRED (assets, rates, yields)
+- **Oil Analytics** - EIA data: WTI/Brent prices, US production, US inventory with weekly changes
+- **Government Spending** - USASpending.gov: Recent federal contracts and awards
+
+### Prediction Markets
+- Polymarket integration for event probability tracking
+- Correlation analysis with news events
+
+### Search (⌘K)
+Universal search across all data sources:
+- News articles
+- Geographic hotspots and conflicts
+- Infrastructure (pipelines, cables, datacenters)
+- Nuclear facilities and irradiators
+- Markets and predictions
+
+### Data Export
+- CSV and JSON export of current dashboard state
+- Historical playback from snapshots
+
+---
+
+## Signal Intelligence
+
+The dashboard continuously analyzes data streams to detect significant patterns and anomalies. Signals appear in the header badge (⚡) with confidence scores.
+
+### Intelligence Findings Badge
+
+The header displays an **Intelligence Findings** badge that consolidates two types of alerts:
+
+| Alert Type | Source | Examples |
+|------------|--------|----------|
+| **Correlation Signals** | Cross-source pattern detection | Velocity spikes, market divergence, prediction leading |
+| **Unified Alerts** | Module-generated alerts | CII spikes, geographic convergence, infrastructure cascades |
+
+**Interaction**: Clicking the badge—or clicking an individual alert—opens a detail modal showing:
+- Full alert description and context
+- Component breakdown (for composite alerts)
+- Affected countries or regions
+- Confidence score and priority level
+- Timestamp and trending direction
+
+This provides a unified command center for all intelligence findings, whether generated by correlation analysis or module-specific threshold detection.
+
+### Signal Types
+
+The system detects 12 distinct signal types across news, markets, military, and infrastructure domains:
+
+**News & Source Signals**
+
+| Signal | Trigger | What It Means |
+|--------|---------|---------------|
+| **◉ Convergence** | 3+ source types report same story within 30 minutes | Multiple independent channels confirming the same event—higher likelihood of significance |
+| **△ Triangulation** | Wire + Government + Intel sources align | The "authority triangle"—when official channels, wire services, and defense specialists all report the same thing |
+| **🔥 Velocity Spike** | Topic mention rate doubles with 6+ sources/hour | A story is accelerating rapidly across the news ecosystem |
+
+**Market Signals**
+
+| Signal | Trigger | What It Means |
+|--------|---------|---------------|
+| **🔮 Prediction Leading** | Prediction market moves 5%+ with low news coverage | Markets pricing in information not yet reflected in news |
+| **📰 News Leads Markets** | High news velocity without corresponding market move | Breaking news not yet priced in—potential mispricing |
+| **✓ Market Move Explained** | Market moves 2%+ with correlated news coverage | Price action has identifiable news catalyst—entity correlation found related stories |
+| **📊 Silent Divergence** | Market moves 2%+ with no correlated news after entity search | Unexplained price action after exhaustive search—possible insider knowledge or algorithm-driven |
+| **📈 Sector Cascade** | Multiple related sectors moving in same direction | Market reaction cascading through correlated industries |
+
+**Infrastructure & Energy Signals**
+
+| Signal | Trigger | What It Means |
+|--------|---------|---------------|
+| **🛢 Flow Drop** | Pipeline flow disruption keywords detected | Physical commodity supply constraint—may precede price spike |
+| **🔁 Flow-Price Divergence** | Pipeline disruption news without corresponding oil price move | Energy supply disruption not yet priced in—potential information edge |
+
+**Geopolitical & Military Signals**
+
+| Signal | Trigger | What It Means |
+|--------|---------|---------------|
+| **🌍 Geographic Convergence** | 3+ event types in same 1°×1° grid cell | Multiple independent data streams converging on same location—heightened regional activity |
+| **🔺 Hotspot Escalation** | Multi-component score exceeds threshold with rising trend | Hotspot showing corroborated escalation across news, CII, convergence, and military data |
+| **✈ Military Surge** | Transport/fighter activity 2× baseline in theater | Unusual military airlift concentration—potential deployment or crisis response |
+
+### How It Works
+
+The correlation engine maintains rolling snapshots of:
+- News topic frequency (by keyword extraction)
+- Market price changes
+- Prediction market probabilities
+
+Each refresh cycle compares current state to previous snapshot, applying thresholds and deduplication to avoid alert fatigue. Signals include confidence scores (60-95%) based on the strength of the pattern.
+
+### Entity-Aware Correlation
+
+The signal engine uses a **knowledge base of 100+ entities** to intelligently correlate market movements with news coverage. Rather than simple keyword matching, the system understands that "AVGO" (the ticker) relates to "Broadcom" (the company), "AI chips" (the sector), and entities like "Nvidia" (a competitor).
+
+#### Entity Knowledge Base
+
+Each entity in the registry contains:
+
+| Field | Purpose | Example |
+|-------|---------|---------|
+| **ID** | Canonical identifier | `broadcom` |
+| **Name** | Display name | `Broadcom Inc.` |
+| **Type** | Category | `company`, `commodity`, `crypto`, `country`, `person` |
+| **Aliases** | Alternative names | `AVGO`, `Broadcom`, `Broadcom Inc` |
+| **Keywords** | Related topics | `AI chips`, `semiconductors`, `VMware` |
+| **Sector** | Industry classification | `semiconductors` |
+| **Related** | Linked entities | `nvidia`, `intel`, `amd` |
+
+#### Entity Types
+
+| Type | Count | Examples |
+|------|-------|----------|
+| **Companies** | 50+ | Nvidia, Apple, Tesla, Broadcom, Boeing, Lockheed Martin, TSMC, Rheinmetall |
+| **Indices** | 5+ | S&P 500, Dow Jones, NASDAQ |
+| **Sectors** | 10+ | Technology (XLK), Finance (XLF), Energy (XLE), Healthcare (XLV), Semiconductors (SMH) |
+| **Commodities** | 10+ | Oil (WTI), Gold, Natural Gas, Copper, Silver, VIX |
+| **Crypto** | 3 | Bitcoin, Ethereum, Solana |
+| **Countries** | 15+ | China, Russia, Iran, Israel, Ukraine, Taiwan, Saudi Arabia, UAE, Qatar, Turkey, Egypt |
+
+#### How Entity Matching Works
+
+When a market moves significantly (≥2%), the system:
+
+1. **Looks up the ticker** in the entity registry (e.g., `AVGO` → `broadcom`)
+2. **Gathers all identifiers**: aliases, keywords, sector peers, related entities
+3. **Scans all news clusters** for matches against any identifier
+4. **Scores confidence** based on match type:
+   - Alias match (exact name): 95%
+   - Keyword match (topic): 70%
+   - Related entity match: 60%
+
+If correlated news is found → **"Market Move Explained"** signal with the news headline.
+If no correlation after exhaustive search → **"Silent Divergence"** signal.
+
+#### Example: Broadcom +2.5%
+
+```
+1. Ticker AVGO detected with +2.5% move
+2. Entity lookup: broadcom
+3. Search terms: ["Broadcom", "AVGO", "AI chips", "semiconductors", "VMware", "nvidia", "intel", "amd"]
+4. News scan finds: "Broadcom AI Revenue Beats Estimates"
+5. Result: "✓ Market Move Explained: Broadcom AI Revenue Beats Estimates"
+```
+
+Without this system, the same move would generate a generic "Silent Divergence: AVGO +2.5%" signal.
+
+#### Sector Coverage
+
+The entity registry spans strategically significant sectors:
+
+| Sector | Examples | Keywords Tracked |
+|--------|----------|------------------|
+| **Technology** | Apple, Microsoft, Nvidia, Google, Meta, TSMC | AI, cloud, chips, datacenter, streaming |
+| **Defense & Aerospace** | Lockheed Martin, Raytheon, Northrop Grumman, Boeing, Rheinmetall, Airbus | F-35, missiles, drones, tanks, defense contracts |
+| **Semiconductors** | ASML, Samsung, AMD, Intel, Broadcom | Lithography, EUV, foundry, fab, wafer |
+| **Critical Minerals** | Albemarle, SQM, MP Materials, Freeport-McMoRan | Lithium, rare earth, cobalt, copper |
+| **Finance** | JPMorgan, Berkshire Hathaway, Visa, Mastercard | Banking, credit, investment, interest rates |
+| **Healthcare** | Eli Lilly, Novo Nordisk, UnitedHealth, J&J | Pharma, drugs, GLP-1, obesity, diabetes |
+| **Energy** | Exxon, Chevron, ConocoPhillips | Oil, gas, drilling, refinery, LNG |
+| **Consumer** | Tesla, Walmart, Costco, Home Depot | EV, retail, grocery, housing |
+
+This broad coverage enables correlation detection across diverse geopolitical and market events.
+
+### Entity Registry Architecture
+
+The entity registry is a knowledge base of 600+ entities with rich metadata for intelligent correlation:
+
+```typescript
+{
+  id: 'NVDA',           // Unique identifier
+  name: 'Nvidia',       // Display name
+  type: 'company',      // company | country | index | commodity | currency
+  sector: 'semiconductors',
+  searchTerms: ['Nvidia', 'NVDA', 'Jensen Huang', 'H100', 'CUDA'],
+  aliases: ['nvidia', 'nvda'],
+  competitors: ['AMD', 'INTC'],
+  related: ['AVGO', 'TSM', 'ASML'],  // Related entities
+  country: 'US',        // Headquarters/origin
+}
+```
+
+**Entity Types**:
+
+| Type | Count | Use Case |
+|------|-------|----------|
+| `company` | 100+ | Market-news correlation, sector analysis |
+| `country` | 200+ | Focal point detection, CII scoring |
+| `index` | 20+ | Market overview, regional tracking |
+| `commodity` | 15+ | Energy and mineral correlation |
+| `currency` | 10+ | FX market tracking |
+
+**Lookup Indexes**:
+
+The registry provides multiple lookup paths for fast entity resolution:
+
+| Index | Query Example | Use Case |
+|-------|---------------|----------|
+| `byId` | `'NVDA'` → Nvidia entity | Direct lookup from ticker |
+| `byAlias` | `'nvidia'` → Nvidia entity | Case-insensitive name match |
+| `byKeyword` | `'AI chips'` → [Nvidia, AMD, Intel] | News keyword extraction |
+| `bySector` | `'semiconductors'` → all chip companies | Sector cascade analysis |
+| `byCountry` | `'US'` → all US entities | Country-level aggregation |
+
+### Signal Deduplication
+
+To prevent alert fatigue, signals use **type-specific TTL (time-to-live)** values for deduplication:
+
+| Signal Type | TTL | Rationale |
+|-------------|-----|-----------|
+| **Silent Divergence** | 6 hours | Market moves persist; don't re-alert on same stock |
+| **Flow-Price Divergence** | 6 hours | Energy events unfold slowly |
+| **Explained Market Move** | 6 hours | Same correlation shouldn't repeat |
+| **Prediction Leading** | 2 hours | Prediction markets update more frequently |
+| **Other signals** | 30 minutes | Default for fast-moving events |
+
+Market signals use **symbol-only keys** (e.g., `silent_divergence:AVGO`) rather than including the price change. This means a stock moving +2.5% then +3.0% won't trigger duplicate alerts—the first alert covers the story.
+
+---
+
+## Source Intelligence
+
+Not all sources are equal. The system implements a dual classification to prioritize authoritative information.
+
+### Source Tiers (Authority Ranking)
+
+| Tier | Sources | Characteristics |
+|------|---------|-----------------|
+| **Tier 1** | Reuters, AP, AFP, Bloomberg, White House, Pentagon | Wire services and official government—fastest, most reliable |
+| **Tier 2** | BBC, Guardian, NPR, Al Jazeera, CNBC, Financial Times | Major outlets—high editorial standards, some latency |
+| **Tier 3** | Defense One, Bellingcat, Foreign Policy, MIT Tech Review | Domain specialists—deep expertise, narrower scope |
+| **Tier 4** | Hacker News, The Verge, VentureBeat, aggregators | Useful signal but requires corroboration |
+
+When multiple sources report the same story, the **lowest tier** (most authoritative) source is displayed as the primary, with others listed as corroborating.
+
+### Source Types (Categorical)
+
+Sources are also categorized by function for triangulation detection:
+
+- **Wire** - News agencies (Reuters, AP, AFP, Bloomberg)
+- **Gov** - Official government (White House, Pentagon, State Dept, Fed, SEC)
+- **Intel** - Defense/security specialists (Defense One, Bellingcat, Krebs)
+- **Mainstream** - Major news outlets (BBC, Guardian, NPR, Al Jazeera)
+- **Market** - Financial press (CNBC, MarketWatch, Financial Times)
+- **Tech** - Technology coverage (Hacker News, Ars Technica, MIT Tech Review)
+
+### Propaganda Risk Indicators
+
+The dashboard visually flags sources with known state affiliations or propaganda risk, enabling users to appropriately weight information from these outlets.
+
+**Risk Levels**
+
+| Level | Visual | Meaning |
+|-------|--------|---------|
+| **High** | ⚠ State Media (red) | Direct state control or ownership |
+| **Medium** | ! Caution (orange) | Significant state influence or funding |
+| **Low** | (none) | Independent editorial control |
+
+**Flagged Sources**
+
+| Source | Risk Level | State Affiliation | Notes |
+|--------|------------|-------------------|-------|
+| **Xinhua** | High | China (CCP) | Official news agency of PRC |
+| **TASS** | High | Russia | State-owned news agency |
+| **RT** | High | Russia | Registered foreign agent in US |
+| **CGTN** | High | China (CCP) | China Global Television Network |
+| **PressTV** | High | Iran | IRIB subsidiary |
+| **Al Jazeera** | Medium | Qatar | Qatari government funded |
+| **TRT World** | Medium | Turkey | Turkish state broadcaster |
+
+**Display Locations**
+
+Propaganda risk badges appear in:
+- **Cluster primary source**: Badge next to the main source name
+- **Top sources list**: Small badge next to each flagged source
+- **Cluster view**: Visible when expanding multi-source clusters
+
+**Why Include State Media?**
+
+State-controlled outlets are included rather than filtered because:
+
+1. **Signal Value**: What state media reports (and omits) reveals government priorities
+2. **Rapid Response**: State media often breaks domestic news faster than international outlets
+3. **Narrative Analysis**: Understanding how events are framed by different governments
+4. **Completeness**: Excluding them creates blind spots in coverage
+
+The badges ensure users can **contextualize** state media reports rather than unknowingly treating them as independent journalism.
+
+---
+
+## Entity Extraction System
+
+The dashboard extracts **named entities** (companies, countries, leaders, organizations) from news headlines to enable news-to-market correlation and entity-based filtering.
+
+### How It Works
+
+Headlines are scanned against a curated entity index containing:
+
+| Entity Type | Examples | Purpose |
+|-------------|----------|---------|
+| **Companies** | Apple, Tesla, NVIDIA, Boeing | Market symbol correlation |
+| **Countries** | Russia, China, Iran, Ukraine | Geopolitical attribution |
+| **Leaders** | Putin, Xi Jinping, Khamenei | Political event tracking |
+| **Organizations** | NATO, OPEC, Fed, SEC | Institutional news filtering |
+| **Commodities** | Oil, Gold, Bitcoin | Commodity news correlation |
+
+### Entity Matching
+
+Each entity has multiple match patterns for comprehensive detection:
+
+```
+Entity: NVIDIA (NVDA)
+  Aliases: nvidia, nvda, jensen huang
+  Keywords: gpu, h100, a100, cuda, ai chip
+  Match Types:
+    - Name match: "NVIDIA announces..." → 95% confidence
+    - Alias match: "Jensen Huang says..." → 90% confidence
+    - Keyword match: "H100 shortage..." → 70% confidence
+```
+
+### Confidence Scoring
+
+Entity extraction produces confidence scores based on match quality:
+
+| Match Type | Confidence | Example |
+|------------|------------|---------|
+| **Direct name** | 95% | "Apple reports earnings" |
+| **Alias** | 90% | "Tim Cook announces..." |
+| **Keyword** | 70% | "iPhone sales decline" |
+| **Related cluster** | 63% | Secondary headline mention (90% × 0.7) |
+
+### Market Correlation
+
+When a market symbol moves significantly, the system searches news clusters for related entities:
+
+1. **Symbol lookup** - Find entity by market symbol (e.g., `AAPL` → Apple)
+2. **News search** - Find clusters mentioning the entity or related entities
+3. **Confidence ranking** - Sort by extraction confidence
+4. **Result** - "Market Move Explained" or "Silent Divergence" signal
+
+This enables signals like:
+- **Explained**: "AVGO +5.2% — Broadcom mentioned in 3 news clusters (AI chip demand)"
+- **Silent**: "AVGO +5.2% — No correlated news after entity search"
+
+---
+
+## Signal Context ("Why It Matters")
+
+Every signal includes contextual information explaining its analytical significance:
+
+### Context Fields
+
+| Field | Purpose | Example |
+|-------|---------|---------|
+| **Why It Matters** | Analytical significance | "Markets pricing in information before news" |
+| **Actionable Insight** | What to do next | "Monitor for breaking news in 1-6 hours" |
+| **Confidence Note** | Signal reliability caveats | "Higher confidence if multiple markets align" |
+
+### Signal-Specific Context
+
+| Signal | Why It Matters |
+|--------|---------------|
+| **Prediction Leading** | Prediction markets often price in information before it becomes news—traders may have early access to developments |
+| **Silent Divergence** | Market moving without identifiable catalyst—possible insider knowledge, algorithmic trading, or unreported development |
+| **Velocity Spike** | Story accelerating across multiple sources—indicates growing significance and potential for market/policy impact |
+| **Triangulation** | The "authority triangle" (wire + government + intel) aligned—gold standard for breaking news confirmation |
+| **Flow-Price Divergence** | Supply disruption not yet reflected in prices—potential information edge or markets have better information |
+| **Hotspot Escalation** | Geopolitical hotspot showing escalation across news, instability, convergence, and military presence |
+
+This contextual layer transforms raw alerts into **actionable intelligence** by explaining the analytical reasoning behind each signal.
+
+---
+
+## Algorithms & Design
+
+### News Clustering
+
+Related articles are grouped using **Jaccard similarity** on tokenized headlines:
+
+```
+similarity(A, B) = |A ∩ B| / |A ∪ B|
+```
+
+**Tokenization**:
+- Headlines are lowercased and split on word boundaries
+- Stop words removed: "the", "a", "an", "in", "on", "at", "to", "for", "of", "and", "or"
+- Short tokens (<3 characters) filtered out
+- Result cached per headline for performance
+
+**Inverted Index Optimization**:
+Rather than O(n²) pairwise comparison, the algorithm uses an inverted index:
+
+1. Build token → article indices map
+2. For each article, find candidate matches via shared tokens
+3. Only compute Jaccard for candidates with token overlap
+4. This reduces comparisons from ~10,000 to ~500 for typical news loads
+
+**Clustering Rules**:
+- Articles with similarity ≥ 0.5 are grouped into clusters
+- Clusters are sorted by source tier, then recency
+- The most authoritative source becomes the "primary" headline
+- Clusters maintain full item list for multi-source attribution
+
+### Velocity Analysis
+
+Each news cluster tracks publication velocity:
+
+- **Sources per hour** = article count / time span
+- **Trend** = rising/stable/falling based on first-half vs second-half publication rate
+- **Levels**: Normal (<3/hr), Elevated (3-6/hr), Spike (>6/hr)
+
+### Sentiment Detection
+
+Headlines are scored against curated word lists:
+
+**Negative indicators**: war, attack, killed, crisis, crash, collapse, threat, sanctions, invasion, missile, terror, assassination, recession, layoffs...
+
+**Positive indicators**: peace, deal, agreement, breakthrough, recovery, growth, ceasefire, treaty, alliance, victory...
+
+Score determines sentiment classification: negative (<-1), neutral (-1 to +1), positive (>+1)
+
+### Entity Extraction
+
+News headlines are scanned against the entity knowledge base using **word-boundary regex matching**:
+
+```
+regex = /\b{escaped_alias}\b/gi
+```
+
+**Index Structure**:
+The entity index pre-builds five lookup maps for O(1) access:
+
+| Map | Key | Value | Purpose |
+|-----|-----|-------|---------|
+| `byId` | Entity ID | Full entity record | Direct lookup |
+| `byAlias` | Lowercase alias | Entity ID | Name matching |
+| `byKeyword` | Lowercase keyword | Set of entity IDs | Topic matching |
+| `bySector` | Sector name | Set of entity IDs | Sector queries |
+| `byType` | Entity type | Set of entity IDs | Type filtering |
+
+**Matching Algorithm**:
+
+1. **Alias matching** (highest confidence):
+   - Iterate all aliases (minimum 3 characters to avoid false positives)
+   - Word-boundary regex prevents partial matches ("AI" won't match "RAID")
+   - First alias match for each entity stops further searching (deduplication)
+
+2. **Keyword matching** (medium confidence):
+   - Simple substring check (faster than regex)
+   - Multiple entities may match same keyword
+   - Lower confidence (70%) than alias matches (95%)
+
+3. **Related entity expansion**:
+   - If entity has `related` field, those entities are also checked
+   - Example: AVGO move also searches for NVDA, INTC, AMD news
+
+**Performance**:
+- Index builds once on first access (cached singleton)
+- Alias map has ~300 entries for 100+ entities
+- Keyword map has ~400 entries
+- Full news scan: O(aliases × clusters) ≈ 300 × 50 = 15,000 comparisons
+
+### Baseline Deviation (Z-Score)
+
+The system maintains rolling baselines for news volume per topic:
+
+- **7-day average** and **30-day average** stored in IndexedDB
+- Standard deviation calculated from historical counts
+- **Z-score** = (current - mean) / stddev
+
+Deviation levels:
+- **Spike**: Z > 2.5 (statistically rare increase)
+- **Elevated**: Z > 1.5
+- **Normal**: -2 < Z < 1.5
+- **Quiet**: Z < -2 (unusually low activity)
+
+This enables detection of anomalous activity even when absolute numbers seem normal.
+
+---
+
+## Dynamic Hotspot Activity
+
+Hotspots on the map are **not static threat levels**. Activity is calculated in real-time based on news correlation.
+
+Each hotspot defines keywords:
+```typescript
+{
+  id: 'dc',
+  name: 'DC',
+  keywords: ['pentagon', 'white house', 'congress', 'cia', 'nsa', ...],
+  agencies: ['Pentagon', 'CIA', 'NSA', 'State Dept'],
+}
+```
+
+The system counts matching news articles in the current feed, applies velocity analysis, and assigns activity levels:
+
+| Level | Criteria | Visual |
+|-------|----------|--------|
+| **Low** | <3 matches, normal velocity | Gray marker |
+| **Elevated** | 3-6 matches OR elevated velocity | Yellow pulse |
+| **High** | >6 matches OR spike velocity | Red pulse |
+
+This creates a dynamic "heat map" of global attention based on live news flow.
+
+### Hotspot Escalation Signals
+
+Beyond visual activity levels, the system generates **escalation signals** when hotspots show significant changes across multiple dimensions. This multi-component approach reduces false positives by requiring corroboration from independent data streams.
+
+**Escalation Components**
+
+Each hotspot's escalation score blends four weighted components:
+
+| Component | Weight | Data Source | What It Measures |
+|-----------|--------|-------------|------------------|
+| **News Activity** | 35% | RSS feeds | Matching news count, breaking flags, velocity |
+| **CII Contribution** | 25% | Country Instability Index | Instability score of associated country |
+| **Geographic Convergence** | 25% | Multi-source events | Event type diversity in geographic cell |
+| **Military Activity** | 15% | OpenSky/AIS | Flights and vessels within 200km |
+
+**Score Calculation**
+
+```
+static_baseline = hotspot.baselineRisk  // 1-5 per hotspot
+dynamic_score = (
+  news_component × 0.35 +
+  cii_component × 0.25 +
+  geo_component × 0.25 +
+  military_component × 0.15
+)
+proximity_boost = hotspot_proximity_multiplier  // 1.0-2.0
+
+final_score = (static_baseline × 0.30 + dynamic_score × 0.70) × proximity_boost
+```
+
+**Trend Detection**
+
+The system maintains 48-point history (24 hours at 30-minute intervals) per hotspot:
+- **Linear regression** calculates slope of recent scores
+- **Rising**: Slope > +0.1 points per interval
+- **Falling**: Slope < -0.1 points per interval
+- **Stable**: Slope within ±0.1
+
+**Signal Generation**
+
+Escalation signals (`hotspot_escalation`) are emitted when:
+1. Final score exceeds threshold (typically 60)
+2. At least 2 hours since last signal for this hotspot (cooldown)
+3. Trend is rising or score is critical (>80)
+
+**Signal Context**
+
+| Field | Content |
+|-------|---------|
+| **Why It Matters** | "Geopolitical hotspot showing significant escalation based on news activity, country instability, geographic convergence, and military presence" |
+| **Actionable Insight** | "Increase monitoring priority; assess downstream impacts on infrastructure, markets, and regional stability" |
+| **Confidence Note** | "Weighted by multiple data sources—news (35%), CII (25%), geo-convergence (25%), military (15%)" |
+
+This multi-signal approach means a hotspot escalation signal represents **corroborated evidence** across independent data streams—not just a spike in news mentions.
+
+---
+
+## Regional Focus Navigation
+
+The FOCUS selector in the header provides instant navigation to strategic regions. Each preset is calibrated to center on the region's geographic area with an appropriate zoom level.
+
+### Available Regions
+
+| Region | Coverage | Primary Use Cases |
+|--------|----------|-------------------|
+| **Global** | Full world view | Overview, cross-regional comparison |
+| **Americas** | North America focus | US monitoring, NORAD activity |
+| **Europe** | EU + UK + Scandinavia + Western Russia | NATO activity, energy infrastructure |
+| **MENA** | Middle East + North Africa | Conflict zones, oil infrastructure |
+| **Asia** | East Asia + Southeast Asia | China-Taiwan, Korean peninsula |
+| **Latin America** | Central + South America | Regional instability, drug trafficking |
+| **Africa** | Sub-Saharan Africa | Conflict zones, resource extraction |
+| **Oceania** | Australia + Pacific | Indo-Pacific activity |
+
+### Quick Navigation
+
+The FOCUS dropdown enables rapid context switching:
+
+1. **Breaking news** - Jump to the affected region
+2. **Regional briefing** - Cycle through regions for situational awareness
+3. **Crisis monitoring** - Lock onto a specific theater
+
+Regional views are encoded in shareable URLs, enabling direct links to specific geographic contexts.
+
+---
+
+## Map Pinning
+
+By default, the map scrolls with the page, allowing you to scroll down to view panels below. The **pin button** (📌) in the map header toggles sticky behavior:
+
+| State | Behavior |
+|-------|----------|
+| **Unpinned** (default) | Map scrolls with page; scroll down to see panels |
+| **Pinned** | Map stays fixed at top; panels scroll beneath |
+
+### When to Pin
+
+- **Active monitoring** - Keep the map visible while reading news panels
+- **Cross-referencing** - Compare map markers with panel data
+- **Presentation** - Show the map while discussing panel content
+
+### When to Unpin
+
+- **Panel focus** - Read through panels without map taking screen space
+- **Mobile** - Pin is disabled on mobile for better space utilization
+- **Research** - Focus on data panels without geographic distraction
+
+Pin state persists across sessions via localStorage.
+
+---
+
+## Country Instability Index (CII)
+
+The dashboard maintains a **real-time instability score** for 20 strategically significant countries. Rather than relying on static risk ratings, the CII dynamically reflects current conditions based on multiple input streams.
+
+### Monitored Countries (Tier 1)
+
+| Region | Countries |
+|--------|-----------|
+| **Americas** | United States, Venezuela |
+| **Europe** | Germany, France, United Kingdom, Poland |
+| **Eastern Europe** | Russia, Ukraine |
+| **Middle East** | Iran, Israel, Saudi Arabia, Turkey, Syria, Yemen |
+| **Asia-Pacific** | China, Taiwan, North Korea, India, Pakistan, Myanmar |
+
+### Three Component Scores
+
+Each country's CII is computed from three weighted components:
+
+| Component | Weight | Data Sources | What It Measures |
+|-----------|--------|--------------|------------------|
+| **Unrest** | 40% | ACLED protests, GDELT events | Civil unrest intensity, fatalities, event severity |
+| **Security** | 30% | Military flights, naval vessels | Unusual military activity patterns |
+| **Information** | 30% | News velocity, alert clusters | Media attention intensity and acceleration |
+
+### Scoring Algorithm
+
+```
+Unrest Score:
+  base = min(50, protest_count × 8)
+  fatality_boost = min(30, total_fatalities × 5)
+  severity_boost = min(20, high_severity_count × 10)
+  unrest = min(100, base + fatality_boost + severity_boost)
+
+Security Score:
+  flight_score = min(50, military_flights × 3)
+  vessel_score = min(30, naval_vessels × 5)
+  security = min(100, flight_score + vessel_score)
+
+Information Score:
+  base = min(40, news_count × 5)
+  velocity_boost = min(40, avg_velocity × 10)
+  alert_boost = 20 if any_alert else 0
+  information = min(100, base + velocity_boost + alert_boost)
+
+Final CII = round(unrest × 0.4 + security × 0.3 + information × 0.3)
+```
+
+### Scoring Bias Prevention
+
+Raw news volume creates a natural bias—English-language media generates far more coverage of the US, UK, and Western Europe than conflict zones. Without correction, stable democracies would consistently score higher than actual crisis regions.
+
+**Log Scaling for High-Volume Countries**
+
+Countries with high media coverage receive logarithmic dampening on their unrest and information scores:
+
+```
+if (newsVolume > threshold):
+  dampingFactor = 1 / (1 + log10(newsVolume / threshold))
+  score = rawScore × dampingFactor
+```
+
+This ensures the US receiving 50 news mentions about routine political activity doesn't outscore Ukraine with 10 mentions about active combat.
+
+**Conflict Zone Floor Scores**
+
+Active conflict zones have minimum score floors that prevent them from appearing stable during data gaps or low-coverage periods:
+
+| Country | Floor | Rationale |
+|---------|-------|-----------|
+| Ukraine | 55 | Active war with Russia |
+| Syria | 50 | Ongoing civil war |
+| Yemen | 50 | Ongoing civil war |
+| Myanmar | 45 | Military coup, civil conflict |
+| Israel | 45 | Active Gaza conflict |
+
+The floor applies *after* the standard calculation—if the computed score exceeds the floor, the computed score is used. This prevents false "all clear" signals while preserving sensitivity to actual escalations.
+
+### Instability Levels
+
+| Level | Score Range | Visual | Meaning |
+|-------|-------------|--------|---------|
+| **Critical** | 81-100 | Red | Active crisis or major escalation |
+| **High** | 66-80 | Orange | Significant instability requiring close monitoring |
+| **Elevated** | 51-65 | Yellow | Above-normal activity patterns |
+| **Normal** | 31-50 | Gray | Baseline geopolitical activity |
+| **Low** | 0-30 | Green | Unusually quiet period |
+
+### Trend Detection
+
+The CII tracks 24-hour changes to identify trajectory:
+- **Rising**: Score increased by ≥5 points (escalating situation)
+- **Stable**: Change within ±5 points (steady state)
+- **Falling**: Score decreased by ≥5 points (de-escalation)
+
+### Contextual Score Boosts
+
+Beyond the base component scores, several contextual factors can boost a country's CII score (up to a combined maximum of 23 additional points):
+
+| Boost Type | Max Points | Condition | Purpose |
+|------------|------------|-----------|---------|
+| **Hotspot Activity** | 10 | Events near defined hotspots | Captures localized escalation |
+| **News Urgency** | 5 | Information component ≥50 | High media attention indicator |
+| **Focal Point** | 8 | AI focal point detection on country | Multi-source convergence indicator |
+
+**Hotspot Boost Calculation**:
+- Hotspot activity (0-100) scaled by 1.5× then capped at 10
+- Zero boost for countries with no associated hotspot activity
+
+**News Urgency Boost Tiers**:
+- Information ≥70: +5 points
+- Information ≥50: +3 points
+- Information <50: +0 points
+
+**Focal Point Boost Tiers**:
+- Critical urgency: +8 points
+- Elevated urgency: +4 points
+- Normal urgency: +0 points
+
+These boosts are designed to elevate scores only when corroborating evidence exists—a country must have both high base scores AND contextual signals to reach extreme levels.
+
+### Server-Side Pre-Computation
+
+To eliminate the "cold start" problem where new users would see blank data during the Learning Mode warmup, CII scores are **pre-computed server-side** via the `/api/risk-scores` endpoint. See the [Server-Side Risk Score API](#server-side-risk-score-api) section for details.
+
+### Learning Mode (15-Minute Warmup)
+
+On dashboard startup, the CII system enters **Learning Mode**—a 15-minute calibration period where scores are calculated but alerts are suppressed. This prevents the flood of false-positive alerts that would otherwise occur as the system establishes baseline values.
+
+**Note**: Server-side pre-computation now provides immediate scores to new users—Learning Mode primarily affects client-side dynamic adjustments and alert generation rather than initial score display.
+
+**Why 15 minutes?** Real-world testing showed that CII scores stabilize after approximately 10-20 minutes of data collection. The 15-minute window provides sufficient time for:
+- Multiple refresh cycles across all data sources
+- Trend detection to establish direction (rising/stable/falling)
+- Cross-source correlation to normalize bias
+
+**Visual Indicators**
+
+During Learning Mode, the dashboard provides clear visual feedback:
+
+| Location | Indicator |
+|----------|-----------|
+| **CII Panel** | Yellow banner with progress bar and countdown timer |
+| **Strategic Risk Overview** | "Learning Mode - Xm until reliable" status |
+| **Score Display** | Scores shown at 60% opacity (dimmed) |
+
+**Behavior**
+
+```
+Minutes 0-15: Learning Mode Active
+  - CII scores calculated and displayed (dimmed)
+  - Trend detection active (stores baseline)
+  - All CII-related alerts suppressed
+  - Progress bar fills as time elapses
+
+After 15 minutes: Learning Complete
+  - Full opacity scores
+  - Alert generation enabled (threshold ≥10 point change)
+  - "All data sources active" status shown
+```
+
+This ensures users understand that early scores are provisional while preventing alert fatigue during the calibration period.
+
+### Keyword Attribution
+
+Countries are matched to data via keyword lists:
+- **Russia**: `russia`, `moscow`, `kremlin`, `putin`
+- **China**: `china`, `beijing`, `xi jinping`, `prc`
+- **Taiwan**: `taiwan`, `taipei`
+
+This enables attribution of news and events to specific countries even when formal country codes aren't present in the source data.
+
+---
+
+## Geographic Convergence Detection
+
+One of the most valuable intelligence signals is when **multiple independent data streams converge on the same geographic area**. This often precedes significant events.
+
+### How It Works
+
+The system maintains a real-time grid of geographic cells (1° × 1° resolution). Each cell tracks four event types:
+
+| Event Type | Source | Detection Method |
+|------------|--------|-----------------|
+| **Protests** | ACLED/GDELT | Direct geolocation |
+| **Military Flights** | OpenSky | ADS-B position |
+| **Naval Vessels** | AIS stream | Ship position |
+| **Earthquakes** | USGS | Epicenter location |
+
+When **3 or more different event types** occur within the same cell during a 24-hour window, a **convergence alert** is generated.
+
+### Convergence Scoring
+
+```
+type_score = event_types × 25      # Max 100 (4 types)
+count_boost = min(25, total_events × 2)
+convergence_score = min(100, type_score + count_boost)
+```
+
+### Alert Thresholds
+
+| Types Converging | Score Range | Alert Level |
+|-----------------|-------------|-------------|
+| **4 types** | 80-100 | Critical |
+| **3 types** | 60-80 | High |
+| **3 types** (low count) | 40-60 | Medium |
+
+### Example Scenarios
+
+**Taiwan Strait Buildup**
+- Cell: `25°N, 121°E`
+- Events: Military flights (3), Naval vessels (2), Protests (1)
+- Score: 75 + 12 = 87 (Critical)
+- Signal: "Geographic Convergence (3 types) - military flights, naval vessels, protests"
+
+**Middle East Flashpoint**
+- Cell: `32°N, 35°E`
+- Events: Military flights (5), Protests (8), Earthquake (1)
+- Score: 75 + 25 = 100 (Critical)
+- Signal: Multiple activity streams converging on region
+
+### Why This Matters
+
+Individual data points are often noise. But when **protests break out, military assets reposition, and seismic monitors detect anomalies** in the same location simultaneously, it warrants attention—regardless of whether any single source is reporting a crisis.
+
+---
+
+## Infrastructure Cascade Analysis
+
+Critical infrastructure is interdependent. A cable cut doesn't just affect connectivity—it creates cascading effects across dependent countries and systems. The cascade analysis system visualizes these dependencies.
+
+### Dependency Graph
+
+The system builds a graph of **279 infrastructure nodes** and **280 dependency edges**:
+
+| Node Type | Count | Examples |
+|-----------|-------|----------|
+| **Undersea Cables** | 18 | MAREA, FLAG Europe-Asia, SEA-ME-WE 6 |
+| **Pipelines** | 88 | Nord Stream, Trans-Siberian, Keystone |
+| **Ports** | 61 | Singapore, Rotterdam, Shenzhen |
+| **Chokepoints** | 8 | Suez, Hormuz, Malacca |
+| **Countries** | 105 | End nodes representing national impact |
+
+### Cascade Calculation
+
+When a user selects an infrastructure asset for analysis, a **breadth-first cascade** propagates through the graph:
+
+```
+1. Start at source node (e.g., "cable:marea")
+2. For each dependent node:
+   impact = edge_strength × disruption_level × (1 - redundancy)
+3. Categorize impact:
+   - Critical: impact > 0.8
+   - High: impact > 0.5
+   - Medium: impact > 0.2
+   - Low: impact ≤ 0.2
+4. Recurse to depth 3 (prevent infinite loops)
+```
+
+### Redundancy Modeling
+
+The system accounts for alternative routes:
+- Cables with high redundancy show reduced impact
+- Countries with multiple cable landings show lower vulnerability
+- Alternative routes are displayed with capacity percentages
+
+### Example Analysis
+
+**MAREA Cable Disruption**:
+```
+Source: MAREA (US ↔ Spain, 200 Tbps)
+Countries Affected: 4
+- Spain: Medium (redundancy via other Atlantic cables)
+- Portugal: Low (secondary landing)
+- France: Low (alternative routes via UK)
+- US: Low (high redundancy)
+Alternative Routes: TAT-14 (35%), Hibernia (22%), AEConnect (18%)
+```
+
+**FLAG Europe-Asia Disruption**:
+```
+Source: FLAG Europe-Asia (UK ↔ Japan)
+Countries Affected: 7
+- India: Medium (major capacity share)
+- UAE, Saudi Arabia: Medium (limited alternatives)
+- UK, Japan: Low (high redundancy)
+Alternative Routes: SEA-ME-WE 6 (11%), 2Africa (8%), Falcon (8%)
+```
+
+### Use Cases
+
+- **Pre-positioning**: Understand which countries are most vulnerable to specific infrastructure failures
+- **Risk Assessment**: Evaluate supply chain exposure to chokepoint disruptions
+- **Incident Response**: Quickly identify downstream effects of reported cable cuts or pipeline damage
+
+---
+
+## Undersea Cable Activity Monitoring
+
+The dashboard monitors real-time cable operations and advisories from official maritime warning systems, providing early warning of potential connectivity disruptions.
+
+### Data Sources
+
+| Source | Coverage | Data Type |
+|--------|----------|-----------|
+| **NGA Warnings** | Global | NAVAREA maritime warnings |
+| **Cable Operators** | Route-specific | Maintenance advisories |
+
+### How It Works
+
+The system parses NGA (National Geospatial-Intelligence Agency) maritime warnings for cable-related activity:
+
+1. **Keyword filtering**: Warnings containing "CABLE", "CABLESHIP", "SUBMARINE CABLE", "FIBER OPTIC" are extracted
+2. **Coordinate parsing**: DMS and decimal coordinates are extracted from warning text
+3. **Cable matching**: Coordinates are matched to nearest cable routes within 5° radius
+4. **Severity classification**: Keywords like "FAULT", "BREAK", "DAMAGE" indicate faults; others indicate maintenance
+
+### Alert Types
+
+| Type | Trigger | Map Display |
+|------|---------|-------------|
+| **Cable Advisory** | Any cable-related NAVAREA warning | ⚠ Yellow marker at location |
+| **Repair Ship** | Cableship name detected in warning | 🚢 Ship icon with status |
+
+### Repair Ship Tracking
+
+When a cableship is mentioned in warnings, the system extracts:
+- **Vessel name**: CS Reliance, Cable Innovator, etc.
+- **Status**: "En route" or "On station"
+- **Location**: Current working area
+- **Associated cable**: Nearest cable route
+
+This enables monitoring of ongoing repair operations before official carrier announcements.
+
+### Why This Matters
+
+Undersea cables carry 95% of intercontinental data traffic. A cable cut can:
+- Cause regional internet outages
+- Disrupt financial transactions
+- Impact military communications
+- Create economic cascading effects
+
+Early visibility into cable operations—even maintenance windows—provides advance warning for contingency planning.
+
+---
+
+## Strategic Risk Overview
+
+The Strategic Risk Overview provides a **composite dashboard** that synthesizes all intelligence modules into a single risk assessment.
+
+### Composite Score (0-100)
+
+The strategic risk score combines three components:
+
+| Component | Weight | Calculation |
+|-----------|--------|-------------|
+| **Convergence** | 40% | `min(100, convergence_zones × 20)` |
+| **CII Deviation** | 35% | `min(100, avg_deviation × 2)` |
+| **Infrastructure** | 25% | `min(100, incidents × 25)` |
+
+### Risk Levels
+
+| Score | Level | Trend Icon | Meaning |
+|-------|-------|------------|---------|
+| 70-100 | **Critical** | 📈 Escalating | Multiple converging crises |
+| 50-69 | **Elevated** | ➡️ Stable | Heightened global tension |
+| 30-49 | **Moderate** | ➡️ Stable | Normal fluctuation |
+| 0-29 | **Low** | 📉 De-escalating | Unusually quiet period |
+
+### Unified Alert System
+
+Alerts from all modules are merged using **temporal and spatial deduplication**:
+
+- **Time window**: Alerts within 2 hours may be merged
+- **Distance threshold**: Alerts within 200km may be merged
+- **Same country**: Alerts affecting the same country may be merged
+
+When alerts merge, they become **composite alerts** that show the full picture:
+
+```
+Type: Composite Alert
+Title: Convergence + CII + Infrastructure: Ukraine
+Components:
+  - Geographic Convergence: 4 event types in Kyiv region
+  - CII Spike: Ukraine +15 points (Critical)
+  - Infrastructure: Black Sea cables at risk
+Priority: Critical
+```
+
+### Alert Priority
+
+| Priority | Criteria |
+|----------|----------|
+| **Critical** | CII critical level, convergence score ≥80, cascade critical impact |
+| **High** | CII high level, convergence score ≥60, cascade affecting ≥5 countries |
+| **Medium** | CII change ≥10 points, convergence score ≥40 |
+| **Low** | Minor changes and low-impact events |
+
+### Trend Detection
+
+The system tracks the composite score over time:
+- First measurement establishes baseline (shows "Stable")
+- Subsequent changes of ±5 points trigger trend changes
+- This prevents false "escalating" signals on initialization
+
+---
+
+## Pentagon Pizza Index (PizzINT)
+
+The dashboard integrates real-time foot traffic data from strategic locations near government and military facilities. This "Pizza Index" concept—tracking late-night activity spikes at restaurants near the Pentagon, Langley, and other facilities—provides an unconventional indicator of crisis activity.
+
+### How It Works
+
+The system aggregates percentage-of-usual metrics from monitored locations:
+
+1. **Locations**: Fast food, pizza shops, and convenience stores near Pentagon, CIA, NSA, State Dept, and other facilities
+2. **Aggregation**: Activity percentages are averaged, capped at 100%
+3. **Spike Detection**: Locations exceeding their baseline are flagged
+
+### DEFCON-Style Alerting
+
+Aggregate activity maps to a 5-level readiness scale:
+
+| Level | Threshold | Label | Meaning |
+|-------|-----------|-------|---------|
+| **DEFCON 1** | ≥90% | COCKED PISTOL | Maximum readiness; crisis response active |
+| **DEFCON 2** | ≥75% | FAST PACE | High activity; significant event underway |
+| **DEFCON 3** | ≥50% | ROUND HOUSE | Elevated; above-normal operations |
+| **DEFCON 4** | ≥25% | DOUBLE TAKE | Increased vigilance |
+| **DEFCON 5** | <25% | FADE OUT | Normal peacetime operations |
+
+### GDELT Tension Pairs
+
+The indicator also displays geopolitical tension scores from GDELT (Global Database of Events, Language, and Tone):
+
+| Pair | Monitored Relationship |
+|------|----------------------|
+| USA ↔ Russia | Primary nuclear peer adversary |
+| USA ↔ China | Economic and military competition |
+| USA ↔ Iran | Middle East regional tensions |
+| Israel ↔ Iran | Direct conflict potential |
+| China ↔ Taiwan | Cross-strait relations |
+| Russia ↔ Ukraine | Active conflict zone |
+
+Each pair shows:
+- **Current tension score** (GDELT's normalized metric)
+- **7-day trend** (rising, falling, stable)
+- **Percentage change** from previous period
+
+This provides context for the activity levels—a spike at Pentagon locations during a rising China-Taiwan tension score carries different weight than during a quiet period.
+
+---
+
+## Related Assets
+
+News clusters are automatically enriched with nearby critical infrastructure. When a story mentions a geographic region, the system identifies relevant assets within 600km, providing immediate operational context.
+
+### Asset Types
+
+| Type | Source | Examples |
+|------|--------|----------|
+| **Pipelines** | 88 global routes | Nord Stream, Keystone, Trans-Siberian |
+| **Undersea Cables** | 55 major cables | TAT-14, SEA-ME-WE, Pacific Crossing |
+| **AI Datacenters** | 111 clusters (≥10k GPUs) | Azure East US, GCP Council Bluffs |
+| **Military Bases** | 220+ installations | Ramstein, Diego Garcia, Guam |
+| **Nuclear Facilities** | 100+ sites | Power plants, weapons labs, enrichment |
+
+### Location Inference
+
+The system infers the geographic focus of news stories through:
+
+1. **Keyword matching**: Headlines are scanned against hotspot keyword lists (e.g., "Taiwan" → Taiwan Strait hotspot)
+2. **Confidence scoring**: Multiple keyword matches increase location confidence
+3. **Fallback to conflicts**: If no hotspot matches, active conflict zones are checked
+
+### Distance Calculation
+
+Assets are ranked by Haversine distance from the inferred location:
+
+```
+d = 2r × arcsin(√(sin²(Δφ/2) + cos(φ₁) × cos(φ₂) × sin²(Δλ/2)))
+```
+
+Up to 3 assets per type are displayed, sorted by proximity.
+
+### Example Context
+
+A news cluster about "pipeline explosion in Germany" would show:
+- **Pipelines**: Nord Stream (23km), Yamal-Europe (156km)
+- **Cables**: TAT-14 landing (89km)
+- **Bases**: Ramstein (234km)
+
+Clicking an asset zooms the map to its location and displays detailed information.
+
+---
+
+## Custom Monitors
+
+Create personalized keyword alerts that scan all incoming news:
+
+1. Enter comma-separated keywords (e.g., "nvidia, gpu, chip shortage")
+2. System assigns a unique color
+3. Matching articles are highlighted in the Monitor panel
+4. Matching articles in clusters inherit the monitor color
+
+Monitors persist across sessions via LocalStorage.
+
+---
+
+## Activity Tracking
+
+The dashboard highlights newly-arrived items so you can quickly identify what changed since your last look.
+
+### Visual Indicators
+
+| Indicator | Duration | Purpose |
+|-----------|----------|---------|
+| **NEW tag** | 2 minutes | Badge on items that just appeared |
+| **Glow highlight** | 30 seconds | Subtle animation drawing attention |
+| **Panel badge** | Until viewed | Count of new items in collapsed panels |
+
+### Automatic "Seen" Detection
+
+The system uses IntersectionObserver to detect when panels become visible:
+
+- When a panel is >50% visible for >500ms, items are marked as "seen"
+- Scrolling through a panel marks visible items progressively
+- Switching panels resets the "new" state appropriately
+
+### Panel-Specific Tracking
+
+Each panel maintains independent activity state:
+
+- **News**: New clusters since last view
+- **Markets**: Price changes exceeding thresholds
+- **Predictions**: Probability shifts >5%
+- **Natural Events**: New earthquakes and EONET events
+
+This enables focused monitoring—you can collapse panels you've reviewed and see at a glance which have new activity.
+
+---
+
+## Snapshot System
+
+The dashboard captures periodic snapshots for historical analysis:
+
+- **Automatic capture** every refresh cycle
+- **7-day retention** with automatic cleanup
+- **Stored data**: news clusters, market prices, prediction values, hotspot levels
+- **Playback**: Load historical snapshots to see past dashboard states
+
+Baselines (7-day and 30-day averages) are stored in IndexedDB for deviation analysis.
+
+---
+
+## Maritime Intelligence
+
+The Ships layer provides real-time vessel tracking and maritime domain awareness through AIS (Automatic Identification System) data.
+
+### Chokepoint Monitoring
+
+The system monitors eight critical maritime chokepoints where disruptions could impact global trade:
+
+| Chokepoint | Strategic Importance |
+|------------|---------------------|
+| **Strait of Hormuz** | 20% of global oil transits; Iran control |
+| **Suez Canal** | Europe-Asia shipping; single point of failure |
+| **Strait of Malacca** | Primary Asia-Pacific oil route |
+| **Bab el-Mandeb** | Red Sea access; Yemen/Houthi activity |
+| **Panama Canal** | Americas east-west transit |
+| **Taiwan Strait** | Semiconductor supply chain; PLA activity |
+| **South China Sea** | Contested waters; island disputes |
+| **Black Sea** | Ukraine grain exports; Russian naval activity |
+
+### Density Analysis
+
+Vessel positions are aggregated into a 2° grid to calculate traffic density. Each cell tracks:
+- Current vessel count
+- Historical baseline (30-minute rolling window)
+- Change percentage from baseline
+
+Density changes of ±30% trigger alerts, indicating potential congestion, diversions, or blockades.
+
+### Dark Ship Detection
+
+The system monitors for AIS gaps—vessels that stop transmitting their position. An AIS gap exceeding 60 minutes in monitored regions may indicate:
+- Sanctions evasion (ship-to-ship transfers)
+- Illegal fishing
+- Military activity
+- Equipment failure
+
+Vessels reappearing after gaps are flagged for the duration of the session.
+
+### WebSocket Architecture
+
+AIS data flows through a WebSocket relay for real-time updates without polling:
+
+```
+AISStream → WebSocket Relay → Browser
+              (ws://relay)
+```
+
+The connection automatically reconnects on disconnection with a 30-second backoff. When the Ships layer is disabled, the WebSocket disconnects to conserve resources.
+
+### Railway Relay Architecture
+
+Some APIs block requests from cloud providers (Vercel, AWS, Cloudflare Workers). A Railway relay server provides authenticated access:
+
+```
+Browser → Railway Relay → External APIs
+           (Node.js)      (AIS, OpenSky, RSS)
+```
+
+**Relay Functions**:
+
+| Endpoint | Purpose | Authentication |
+|----------|---------|----------------|
+| `/` (WebSocket) | AIS vessel stream | AISStream API key |
+| `/opensky` | Military aircraft | OAuth2 Bearer token |
+| `/rss` | Blocked RSS feeds | None (user-agent spoofing) |
+| `/health` | Status check | None |
+
+**Environment Variables** (Railway):
+- `AISSTREAM_API_KEY` - AIS data access
+- `OPENSKY_CLIENT_ID` - OAuth2 client ID
+- `OPENSKY_CLIENT_SECRET` - OAuth2 client secret
+
+**Why Railway?**
+- Residential IP ranges (not blocked like cloud providers)
+- WebSocket support for persistent connections
+- Global edge deployment for low latency
+- Free tier sufficient for moderate traffic
+
+The relay is stateless—it simply authenticates and proxies requests. All caching and processing happens client-side or in Vercel Edge Functions.
+
+---
+
+## Military Tracking
+
+The Military layer provides specialized tracking of military vessels and aircraft, identifying assets by their transponder characteristics and monitoring activity patterns.
+
+### Military Vessel Identification
+
+Vessels are identified as military through multiple methods:
+
+**MMSI Analysis**: Maritime Mobile Service Identity numbers encode the vessel's flag state. The system maintains a mapping of 150+ country codes to identify naval vessels:
+
+| MID Range | Country | Notes |
+|-----------|---------|-------|
+| 338-339 | USA | US Navy, Coast Guard |
+| 273 | Russia | Russian Navy |
+| 412-414 | China | PLAN vessels |
+| 232-235 | UK | Royal Navy |
+| 226-228 | France | Marine Nationale |
+
+**Known Vessel Database**: A curated database of 50+ named vessels enables positive identification when AIS transmits vessel names:
+
+| Category | Tracked Vessels |
+|----------|-----------------|
+| **US Carriers** | All 11 Nimitz/Ford-class (CVN-68 through CVN-78) |
+| **UK Carriers** | HMS Queen Elizabeth (R08), HMS Prince of Wales (R09) |
+| **Chinese Carriers** | Liaoning (16), Shandong (17), Fujian (18) |
+| **Russian Carrier** | Admiral Kuznetsov |
+| **Notable Destroyers** | USS Zumwalt (DDG-1000), HMS Defender (D36), HMS Duncan (D37) |
+| **Research/Intel** | USNS Victorious (T-AGOS-19), USNS Impeccable (T-AGOS-23), Yuan Wang |
+
+**Vessel Classification Algorithm**:
+
+1. Check vessel name against known database (hull numbers and ship names)
+2. Fall back to AIS ship type code if name match fails
+3. Apply MMSI pattern matching for country/operator identification
+4. For naval-prefix vessels (USS, HMS, HMCS, HMAS, INS, JS, ROKS, TCG), infer military status
+
+**Callsign Patterns**: Known military callsign prefixes (NAVY, GUARD, etc.) provide secondary identification.
+
+### Naval Chokepoint Monitoring
+
+The system monitors 12 critical maritime chokepoints with configurable detection radii:
+
+| Chokepoint | Strategic Significance |
+|------------|----------------------|
+| Strait of Hormuz | Persian Gulf access, oil transit |
+| Suez Canal | Mediterranean-Red Sea link |
+| Strait of Malacca | Pacific-Indian Ocean route |
+| Taiwan Strait | Cross-strait tensions |
+| Bosphorus | Black Sea access |
+| GIUK Gap | North Atlantic submarine route |
+
+When military vessels enter these zones, proximity alerts are generated.
+
+### Naval Base Proximity
+
+Activity near 12 major naval installations is tracked:
+
+- **Norfolk** (USA) - Atlantic Fleet headquarters
+- **Pearl Harbor** (USA) - Pacific Fleet base
+- **Sevastopol** (Russia) - Black Sea Fleet
+- **Qingdao** (China) - North Sea Fleet
+- **Yokosuka** (Japan) - US 7th Fleet
+
+Vessels within 50km of these bases are flagged, enabling detection of unusual activity patterns.
+
+### Aircraft Tracking (OpenSky)
+
+Military aircraft are tracked via the OpenSky Network using ADS-B data. OpenSky blocks unauthenticated requests from cloud provider IPs (Vercel, Railway, AWS), so aircraft tracking requires a relay server with credentials.
+
+**Authentication**:
+- Register for a free account at [opensky-network.org](https://opensky-network.org)
+- Create an API client in account settings to get `OPENSKY_CLIENT_ID` and `OPENSKY_CLIENT_SECRET`
+- The relay uses **OAuth2 client credentials flow** to obtain Bearer tokens
+- Tokens are cached (30-minute expiry) and automatically refreshed
+
+**Identification Methods**:
+- **Callsign matching**: Known military callsign patterns (RCH, REACH, DUKE, etc.)
+- **ICAO hex ranges**: Military aircraft use assigned hex code blocks by country
+- **Altitude/speed profiles**: Unusual flight characteristics
+
+**Tracked Metrics**:
+- Position history (20-point trails over 5-minute windows)
+- Altitude and ground speed
+- Heading and track
+
+**Activity Detection**:
+- Formations (multiple military aircraft in proximity)
+- Unusual patterns (holding, reconnaissance orbits)
+- Chokepoint transits
+
+### Vessel Position History
+
+The system maintains position trails for tracked vessels:
+
+- **30-point history** per MMSI
+- **10-minute cleanup interval** for stale data
+- **Trail visualization** on map for recent movement
+
+This enables detection of loitering, circling, or other anomalous behavior patterns.
+
+### Military Surge Detection
+
+The system continuously monitors military aircraft activity to detect **surge events**—significant increases above normal operational baselines that may indicate mobilization, exercises, or crisis response.
+
+**Theater Classification**
+
+Military activity is analyzed across five geographic theaters:
+
+| Theater | Coverage | Key Areas |
+|---------|----------|-----------|
+| **Middle East** | Persian Gulf, Levant, Arabian Peninsula | US CENTCOM activity, Iranian airspace |
+| **Eastern Europe** | Ukraine, Baltics, Black Sea | NATO-Russia border activity |
+| **Western Europe** | Central Europe, North Sea | NATO exercises, air policing |
+| **Pacific** | East Asia, Southeast Asia | Taiwan Strait, Korean Peninsula |
+| **Horn of Africa** | Red Sea, East Africa | Counter-piracy, Houthi activity |
+
+**Aircraft Classification**
+
+Aircraft are categorized by callsign pattern matching:
+
+| Type | Callsign Patterns | Significance |
+|------|-------------------|--------------|
+| **Transport** | RCH, REACH, MOOSE, HERKY, EVAC, DUSTOFF | Airlift operations, troop movement |
+| **Fighter** | VIPER, EAGLE, RAPTOR, STRIKE | Combat air patrol, interception |
+| **Reconnaissance** | SIGNT, COBRA, RIVET, JSTARS | Intelligence gathering |
+
+**Baseline Calculation**
+
+The system maintains rolling 48-hour activity baselines per theater:
+- Minimum 6 data samples required for reliable baseline
+- Default baselines when data insufficient: 3 transport, 2 fighter, 1 reconnaissance
+- Activity below 50% of baseline indicates stand-down
+
+**Surge Detection Algorithm**
+
+```
+surge_ratio = current_count / baseline
+surge_triggered = (
+  ratio ≥ 2.0 AND
+  transport ≥ 5 AND
+  fighters ≥ 4
+)
+```
+
+**Surge Signal Output**
+
+When a surge is detected, the system generates a `military_surge` signal:
+
+| Field | Content |
+|-------|---------|
+| **Location** | Theater centroid coordinates |
+| **Message** | "Military Transport Surge in [Theater]: [X] aircraft (baseline: [Y])" |
+| **Details** | Aircraft types, nearby bases (150km radius), top callsigns |
+| **Confidence** | Based on surge ratio (0.6–0.9) |
+
+### Foreign Military Presence Detection
+
+Beyond surge detection, the system monitors for **foreign military aircraft in sensitive regions**—situations where aircraft from one nation appear in geopolitically significant areas outside their normal operating range.
+
+**Sensitive Regions**
+
+The system tracks 18 strategically significant geographic areas:
+
+| Region | Sensitivity | Monitored For |
+|--------|-------------|---------------|
+| **Taiwan Strait** | Critical | PLAAF activity, US transits |
+| **Persian Gulf** | Critical | Iranian, US, Gulf state activity |
+| **Baltic Sea** | High | Russian activity near NATO |
+| **Black Sea** | High | NATO reconnaissance, Russian activity |
+| **South China Sea** | High | PLAAF patrols, US FONOPs |
+| **Korean Peninsula** | High | DPRK activity, US-ROK exercises |
+| **Eastern Mediterranean** | Medium | Russian naval aviation, NATO |
+| **Arctic** | Medium | Russian bomber patrols |
+
+**Detection Logic**
+
+For each sensitive region, the system:
+1. Identifies all military aircraft within the region boundary
+2. Groups aircraft by operating nation
+3. Excludes "home region" operators (e.g., Russian VKS in Baltic excluded from alert)
+4. Applies concentration thresholds (typically 2-3 aircraft per operator)
+
+**Critical Combinations**
+
+Certain operator-region combinations trigger **critical severity** alerts:
+
+| Operator | Region | Rationale |
+|----------|--------|-----------|
+| PLAAF | Taiwan Strait | Potential invasion rehearsal |
+| Russian VKS | Arctic | Nuclear bomber patrols |
+| USAF | Persian Gulf | Potential strike package |
+
+**Signal Output**
+
+Foreign presence detection generates a `foreign_military_presence` signal:
+
+| Field | Content |
+|-------|---------|
+| **Title** | "Foreign Military Presence: [Region]" |
+| **Details** | "[Operator] aircraft detected: [count] [types]" |
+| **Severity** | Critical/High/Medium based on combination |
+| **Confidence** | 0.7–0.95 based on aircraft count and type diversity |
+
+---
+
+## Aircraft Enrichment
+
+Military aircraft tracking is enhanced with **Wingbits** enrichment data, providing detailed aircraft information that goes beyond basic transponder data.
+
+### What Wingbits Provides
+
+When an aircraft is detected via OpenSky ADS-B, the system queries Wingbits for:
+
+| Field | Description | Use Case |
+|-------|-------------|----------|
+| **Registration** | Aircraft tail number (e.g., N12345) | Unique identification |
+| **Owner** | Legal owner of the aircraft | Military branch detection |
+| **Operator** | Operating entity | Distinguish military vs. contractor |
+| **Manufacturer** | Boeing, Lockheed Martin, etc. | Aircraft type classification |
+| **Model** | Specific aircraft model | Capability assessment |
+| **Built Year** | Year of manufacture | Fleet age analysis |
+
+### Military Classification Algorithm
+
+The enrichment service analyzes owner and operator fields against curated keyword lists:
+
+**Confirmed Military** (owner/operator match):
+- Government: "United States Air Force", "Department of Defense", "Royal Air Force"
+- International: "NATO", "Ministry of Defence", "Bundeswehr"
+
+**Likely Military** (operator ICAO codes):
+- `AIO` (Air Mobility Command), `RRR` (Royal Air Force), `GAF` (German Air Force)
+- `RCH` (REACH flights), `CNV` (Convoy flights), `DOD` (Department of Defense)
+
+**Possible Military** (defense contractors):
+- Northrop Grumman, Lockheed Martin, General Atomics, Raytheon, Boeing Defense, L3Harris
+
+**Aircraft Type Matching**:
+- Transport: C-17, C-130, C-5, KC-135, KC-46
+- Reconnaissance: RC-135, U-2, RQ-4, E-3, E-8
+- Combat: F-15, F-16, F-22, F-35, B-52, B-2
+- European: Eurofighter, Typhoon, Rafale, Tornado, Gripen
+
+### Confidence Levels
+
+Each enriched aircraft receives a confidence classification:
+
+| Level | Criteria | Display |
+|-------|----------|---------|
+| **Confirmed** | Direct military owner/operator match | Green badge |
+| **Likely** | Military ICAO code or aircraft type | Yellow badge |
+| **Possible** | Defense contractor ownership | Gray badge |
+| **Civilian** | No military indicators | No badge |
+
+### Caching Strategy
+
+Aircraft details rarely change, so aggressive caching reduces API load:
+
+- **Server-side**: HTTP Cache-Control headers (24-hour max-age)
+- **Client-side**: 1-hour local cache per aircraft
+- **Batch optimization**: Up to 20 aircraft per API call
+
+This means an aircraft's details are fetched at most once per day, regardless of how many times it appears on the map.
+
+---
+
+## Space Launch Infrastructure
+
+The Spaceports layer displays global launch facilities for monitoring space-related activity and supply chain implications.
+
+### Tracked Launch Sites
+
+| Site | Country | Operator | Activity Level |
+|------|---------|----------|----------------|
+| **Kennedy Space Center** | USA | NASA/Space Force | High |
+| **Vandenberg SFB** | USA | US Space Force | Medium |
+| **Starbase** | USA | SpaceX | High |
+| **Baikonur Cosmodrome** | Kazakhstan | Roscosmos | Medium |
+| **Plesetsk Cosmodrome** | Russia | Roscosmos/Military | Medium |
+| **Vostochny Cosmodrome** | Russia | Roscosmos | Low |
+| **Jiuquan SLC** | China | CNSA | High |
+| **Xichang SLC** | China | CNSA | High |
+| **Wenchang SLC** | China | CNSA | Medium |
+| **Guiana Space Centre** | France | ESA/CNES | Medium |
+| **Satish Dhawan SC** | India | ISRO | Medium |
+| **Tanegashima SC** | Japan | JAXA | Low |
+
+### Why This Matters
+
+Space launches are geopolitically significant:
+- **Military implications**: Many launches are dual-use (civilian/military)
+- **Technology competition**: Launch cadence indicates space program advancement
+- **Supply chain**: Satellite services affect communications, GPS, reconnaissance
+- **Incident correlation**: News about space debris, failed launches, or policy changes
+
+---
+
+## Critical Mineral Deposits
+
+The Minerals layer displays strategic mineral extraction sites essential for modern technology and defense supply chains.
+
+### Tracked Resources
+
+| Mineral | Strategic Importance | Major Producers |
+|---------|---------------------|-----------------|
+| **Lithium** | EV batteries, energy storage | Australia, Chile, China |
+| **Cobalt** | Battery cathodes, superalloys | DRC (60%+ global), Australia |
+| **Rare Earths** | Magnets, electronics, defense | China (60%+ global), Australia, USA |
+
+### Key Sites
+
+| Site | Mineral | Country | Significance |
+|------|---------|---------|--------------|
+| Greenbushes | Lithium | Australia | World's largest hard-rock lithium mine |
+| Salar de Atacama | Lithium | Chile | Largest brine lithium source |
+| Mutanda | Cobalt | DRC | World's largest cobalt mine |
+| Tenke Fungurume | Cobalt | DRC | Major Chinese-owned cobalt source |
+| Bayan Obo | Rare Earths | China | 45% of global REE production |
+| Mountain Pass | Rare Earths | USA | Only active US rare earth mine |
+
+### Supply Chain Risks
+
+Critical minerals are geopolitically concentrated:
+- **Cobalt**: 70% from DRC, significant artisanal mining concerns
+- **Rare Earths**: 60% from China, processing nearly monopolized
+- **Lithium**: Expanding production but demand outpacing supply
+
+News about these regions or mining companies can signal supply disruptions affecting technology and defense sectors.
+
+---
+
+## Cyber Threat Actors (APT Groups)
+
+The map displays geographic attribution markers for major state-sponsored Advanced Persistent Threat (APT) groups. These markers show the approximate operational centers of known threat actors.
+
+### Tracked Groups
+
+| Group | Aliases | Sponsor | Notable Activity |
+|-------|---------|---------|-----------------|
+| **APT28/29** | Fancy Bear, Cozy Bear | Russia (GRU/FSB) | Election interference, government espionage |
+| **APT41** | Double Dragon | China (MSS) | Supply chain attacks, intellectual property theft |
+| **Lazarus** | Hidden Cobra | North Korea (RGB) | Financial theft, cryptocurrency heists |
+| **APT33/35** | Elfin, Charming Kitten | Iran (IRGC) | Critical infrastructure, aerospace targeting |
+
+### Why This Matters
+
+Cyber operations often correlate with geopolitical tensions. When news reports reference Russian cyber activity during a Ukraine escalation, or Iranian hacking during Middle East tensions, these markers provide geographic context for the threat landscape.
+
+### Visual Indicators
+
+APT markers appear as warning triangles (⚠) with distinct styling. Clicking a marker shows:
+- **Official designation** and common aliases
+- **State sponsor** and intelligence agency
+- **Primary targeting sectors**
+
+---
+
+## Social Unrest Tracking
+
+The Protests layer aggregates civil unrest data from two independent sources, providing corroboration and global coverage.
+
+### ACLED (Armed Conflict Location & Event Data)
+
+Academic-grade conflict data with human-verified events:
+- **Coverage**: Global, 30-day rolling window
+- **Event types**: Protests, riots, strikes, demonstrations
+- **Metadata**: Actors involved, fatalities, detailed notes
+- **Confidence**: High (human-curated)
+
+### GDELT (Global Database of Events, Language, and Tone)
+
+Real-time news-derived event data:
+- **Coverage**: Global, 7-day rolling window
+- **Event types**: Geocoded protest mentions from news
+- **Volume**: Reports per location (signal strength)
+- **Confidence**: Medium (algorithmic extraction)
+
+### Multi-Source Corroboration
+
+Events from both sources are deduplicated using a 0.5° spatial grid and date matching. When both ACLED and GDELT report events in the same area:
+- Confidence is elevated to "high"
+- ACLED data takes precedence (higher accuracy)
+- Source list shows corroboration
+
+### Severity Classification
+
+| Severity | Criteria |
+|----------|----------|
+| **High** | Fatalities reported, riots, or clashes |
+| **Medium** | Large demonstrations, strikes |
+| **Low** | Smaller protests, localized events |
+
+Events near intelligence hotspots are cross-referenced to provide geopolitical context.
+
+### Map Display Filtering
+
+To reduce visual clutter and focus attention on significant events, the map displays only **high-severity protests and riots**:
+
+| Displayed | Event Type | Visual |
+|-----------|------------|--------|
+| ✅ Yes | Riot | Bright red marker |
+| ✅ Yes | High-severity protest | Red marker |
+| ❌ No | Medium/low-severity protest | Not shown on map |
+
+Lower-severity events are still tracked for CII scoring and data exports—they simply don't create map markers. This filtering prevents dense urban areas (which naturally generate more low-severity demonstrations) from overwhelming the map display.
+
+---
+
+## Aviation Monitoring
+
+The Flights layer tracks airport delays and ground stops at major US airports using FAA NASSTATUS data.
+
+### Delay Types
+
+| Type | Description |
+|------|-------------|
+| **Ground Stop** | No departures permitted; severe disruption |
+| **Ground Delay** | Departures held; arrival rate limiting |
+| **Arrival Delay** | Inbound traffic backed up |
+| **Departure Delay** | Outbound traffic delayed |
+
+### Severity Thresholds
+
+| Severity | Average Delay | Visual |
+|----------|--------------|--------|
+| **Severe** | ≥60 minutes | Red |
+| **Major** | 45-59 minutes | Orange |
+| **Moderate** | 25-44 minutes | Yellow |
+| **Minor** | 15-24 minutes | Gray |
+
+### Monitored Airports
+
+The 30 largest US airports are tracked:
+- Major hubs: JFK, LAX, ORD, ATL, DFW, DEN, SFO
+- International gateways with high traffic volume
+- Airports frequently affected by weather or congestion
+
+Ground stops are particularly significant—they indicate severe disruption (weather, security, or infrastructure failure) and can cascade across the network.
+
+---
+
+## Security & Input Validation
+
+The dashboard handles untrusted data from dozens of external sources. Defense-in-depth measures prevent injection attacks and API abuse.
+
+### XSS Prevention
+
+All user-visible content is sanitized before DOM insertion:
+
+```typescript
+escapeHtml(str)  // Encodes & < > " ' as HTML entities
+sanitizeUrl(url) // Allows only http/https protocols
+```
+
+This applies to:
+- News headlines and sources (RSS feeds)
+- Search results and highlights
+- Monitor keywords (user input)
+- Map popup content
+- Tension pair labels
+
+The `<mark>` highlighting in search escapes text *before* wrapping matches, preventing injection via crafted search queries.
+
+### Proxy Endpoint Validation
+
+Serverless proxy functions validate and clamp all parameters:
+
+| Endpoint | Validation |
+|----------|------------|
+| `/api/yahoo-finance` | Symbol format `[A-Za-z0-9.^=-]`, max 20 chars |
+| `/api/coingecko` | Coin IDs alphanumeric+hyphen, max 20 IDs |
+| `/api/polymarket` | Order field allowlist, limit clamped 1-100 |
+
+This prevents upstream API abuse and rate limit exhaustion from malformed requests.
+
+### Content Security
+
+- URLs are validated via `URL()` constructor—only `http:` and `https:` protocols are permitted
+- External links use `rel="noopener"` to prevent reverse tabnapping
+- No inline scripts or `eval()`—all code is bundled at build time
+
+---
+
+## Fault Tolerance
+
+External APIs are unreliable. Rate limits, outages, and network errors are inevitable. The system implements **circuit breaker** patterns to maintain availability.
+
+### Circuit Breaker Pattern
+
+Each external service is wrapped in a circuit breaker that tracks failures:
+
+```
+Normal → Failure #1 → Failure #2 → OPEN (cooldown)
+                                      ↓
+                              5 minutes pass
+                                      ↓
+                                   CLOSED
+```
+
+**Behavior during cooldown:**
+- New requests return cached data (if available)
+- UI shows "temporarily unavailable" status
+- No API calls are made (prevents hammering)
+
+### Protected Services
+
+| Service | Cooldown | Cache TTL |
+|---------|----------|-----------|
+| Yahoo Finance | 5 min | 10 min |
+| Polymarket | 5 min | 10 min |
+| USGS Earthquakes | 5 min | 10 min |
+| NWS Weather | 5 min | 10 min |
+| FRED Economic | 5 min | 10 min |
+| Cloudflare Radar | 5 min | 10 min |
+| ACLED | 5 min | 10 min |
+| GDELT | 5 min | 10 min |
+| FAA Status | 5 min | 5 min |
+| RSS Feeds | 5 min per feed | 10 min |
+
+RSS feeds use per-feed circuit breakers—one failing feed doesn't affect others.
+
+### Graceful Degradation
+
+When a service enters cooldown:
+1. Cached data continues to display (stale but available)
+2. Status panel shows service health
+3. Automatic recovery when cooldown expires
+4. No user intervention required
+
+---
+
+## System Health Monitoring
+
+The status panel (accessed via the health indicator in the header) provides real-time visibility into data source status and system health.
+
+### Health Indicator
+
+The header displays a system health badge:
+
+| State | Visual | Meaning |
+|-------|--------|---------|
+| **Healthy** | Green dot | All data sources operational |
+| **Degraded** | Yellow dot | Some sources in cooldown |
+| **Unhealthy** | Red dot | Multiple sources failing |
+
+Click the indicator to expand the full status panel.
+
+### Data Source Status
+
+The status panel lists all data feeds with their current state:
+
+| Status | Icon | Description |
+|--------|------|-------------|
+| **Active** | ● Green | Fetching data normally |
+| **Cooldown** | ● Yellow | Temporarily paused (circuit breaker) |
+| **Disabled** | ○ Gray | Layer not enabled |
+| **Error** | ● Red | Persistent failure |
+
+### Per-Feed Information
+
+Each feed entry shows:
+- **Source name** - The data provider
+- **Last update** - Time since last successful fetch
+- **Next refresh** - Countdown to next scheduled fetch
+- **Cooldown remaining** - Time until circuit breaker resets (if in cooldown)
+
+### Why This Matters
+
+External APIs are unreliable. The status panel helps you understand:
+- **Data freshness** - Is the news feed current or stale?
+- **Coverage gaps** - Which sources are currently unavailable?
+- **Recovery timeline** - When will failed sources retry?
+
+This transparency enables informed interpretation of the dashboard data.
+
+---
+
+## Data Freshness Tracking
+
+Beyond simple "online/offline" status, the system tracks fine-grained freshness for each data source to indicate data reliability and staleness.
+
+### Freshness Levels
+
+| Status | Color | Criteria | Meaning |
+|--------|-------|----------|---------|
+| **Fresh** | Green | Updated within expected interval | Data is current |
+| **Aging** | Yellow | 1-2× expected interval elapsed | Data may be slightly stale |
+| **Stale** | Orange | 2-4× expected interval elapsed | Data is outdated |
+| **Critical** | Red | >4× expected interval elapsed | Data unreliable |
+| **Disabled** | Gray | Layer toggled off | Not fetching |
+
+### Source-Specific Thresholds
+
+Each data source has calibrated freshness expectations:
+
+| Source | Expected Interval | "Fresh" Threshold |
+|--------|------------------|-------------------|
+| News feeds | 5 minutes | <10 minutes |
+| Stock quotes | 1 minute | <5 minutes |
+| Earthquakes | 5 minutes | <15 minutes |
+| Weather | 10 minutes | <30 minutes |
+| Flight delays | 10 minutes | <20 minutes |
+| AIS vessels | Real-time | <1 minute |
+
+### Visual Indicators
+
+The status panel displays freshness for each source:
+- **Colored dot** indicates freshness level
+- **Time since update** shows exact staleness
+- **Next refresh countdown** shows when data will update
+
+### Why This Matters
+
+Understanding data freshness is critical for decision-making:
+- A "fresh" earthquake feed means recent events are displayed
+- A "stale" news feed means you may be missing breaking stories
+- A "critical" AIS stream means vessel positions are unreliable
+
+This visibility enables appropriate confidence calibration when interpreting the dashboard.
+
+### Core vs. Optional Sources
+
+Data sources are classified by their importance to risk assessment:
+
+| Classification | Sources | Impact |
+|----------------|---------|--------|
+| **Core** | GDELT, RSS feeds | Required for meaningful risk scores |
+| **Optional** | ACLED, Military, AIS, Weather, Economic | Enhance but not required |
+
+The Strategic Risk Overview panel adapts its display based on core source availability:
+
+| Status | Display Mode | Behavior |
+|--------|--------------|----------|
+| **Sufficient** | Full data view | All metrics shown with confidence |
+| **Limited** | Limited data view | Shows "Limited Data" warning banner |
+| **Insufficient** | Insufficient data view | "Insufficient Data" message, no risk score |
+
+### Freshness-Aware Risk Assessment
+
+The composite risk score is adjusted based on data freshness:
+
+```
+If core sources fresh:
+  → Full confidence in risk score
+  → "All data sources active" indicator
+
+If core sources stale:
+  → Display warning: "Limited Data - [active sources]"
+  → Score shown but flagged as potentially unreliable
+
+If core sources unavailable:
+  → "Insufficient data for risk assessment"
+  → No score displayed
+```
+
+This prevents false "all clear" signals when the system actually lacks data to make that determination.
+
+---
+
+## Conditional Data Loading
+
+API calls are expensive. The system only fetches data for **enabled layers**, reducing unnecessary network traffic and rate limit consumption.
+
+### Layer-Aware Loading
+
+When a layer is toggled OFF:
+- No API calls for that data source
+- No refresh interval scheduled
+- WebSocket connections closed (for AIS)
+
+When a layer is toggled ON:
+- Data is fetched immediately
+- Refresh interval begins
+- Loading indicator shown on toggle button
+
+### Unconfigured Services
+
+Some data sources require API keys (AIS relay, Cloudflare Radar). If credentials are not configured:
+- The layer toggle is hidden entirely
+- No failed requests pollute the console
+- Users see only functional layers
+
+This prevents confusion when deploying without full API access.
+
+---
+
+## Performance Optimizations
+
+The dashboard processes thousands of data points in real-time. Several techniques keep the UI responsive even with heavy data loads.
+
+### Web Worker for Analysis
+
+CPU-intensive operations run in a dedicated Web Worker to avoid blocking the main thread:
+
+| Operation | Complexity | Worker? |
+|-----------|------------|---------|
+| News clustering (Jaccard) | O(n²) | ✅ Yes |
+| Correlation detection | O(n × m) | ✅ Yes |
+| DOM rendering | O(n) | ❌ Main thread |
+
+The worker manager implements:
+- **Lazy initialization**: Worker spawns on first use
+- **10-second ready timeout**: Rejects if worker fails to initialize
+- **30-second request timeout**: Prevents hanging on stuck operations
+- **Automatic cleanup**: Terminates worker on fatal errors
+
+### Virtual Scrolling
+
+Large lists (100+ news items) use virtualized rendering:
+
+**Fixed-Height Mode** (VirtualList):
+- Only renders items visible in viewport + 3-item overscan buffer
+- Element pooling—reuses DOM nodes rather than creating new ones
+- Invisible spacers maintain scroll position without rendering all items
+
+**Variable-Height Mode** (WindowedList):
+- Chunk-based rendering (10 items per chunk)
+- Renders chunks on-scroll with 1-chunk buffer
+- CSS containment for performance isolation
+
+This reduces DOM node count from thousands to ~30, dramatically improving scroll performance.
+
+### Request Deduplication
+
+Identical requests within a short window are deduplicated:
+- Market quotes batch multiple symbols into single API call
+- Concurrent layer toggles don't spawn duplicate fetches
+- `Promise.allSettled` ensures one failing request doesn't block others
+
+### Efficient Data Updates
+
+When refreshing data:
+- **Incremental updates**: Only changed items trigger re-renders
+- **Stale-while-revalidate**: Old data displays while fetch completes
+- **Delta compression**: Baselines store 7-day/30-day deltas, not raw history
+
+---
+
+## Prediction Market Filtering
+
+The Prediction Markets panel focuses on **geopolitically relevant** markets, filtering out sports and entertainment.
+
+### Inclusion Keywords
+
+Markets matching these topics are displayed:
+- **Conflicts**: war, military, invasion, ceasefire, NATO, nuclear
+- **Countries**: Russia, Ukraine, China, Taiwan, Iran, Israel, Gaza
+- **Leaders**: Putin, Zelensky, Trump, Biden, Xi Jinping, Netanyahu
+- **Economics**: Fed, interest rate, inflation, recession, tariffs, sanctions
+- **Global**: UN, EU, treaties, summits, coups, refugees
+
+### Exclusion Keywords
+
+Markets matching these are filtered out:
+- **Sports**: NBA, NFL, FIFA, World Cup, championships, playoffs
+- **Entertainment**: Oscars, movies, celebrities, TikTok, streaming
+
+This ensures the panel shows markets like "Will Russia withdraw from Ukraine?" rather than "Will the Lakers win the championship?"
+
+---
+
+## Panel Management
+
+The dashboard organizes data into **draggable, collapsible panels** that persist user preferences across sessions.
+
+### Drag-to-Reorder
+
+Panels can be reorganized by dragging:
+
+1. Grab the panel header (grip icon appears on hover)
+2. Drag to desired position
+3. Drop to reorder
+4. New order saves automatically to LocalStorage
+
+This enables personalized layouts—put your most-watched panels at the top.
+
+### Panel Visibility
+
+Toggle panels on/off via the Settings menu (⚙):
+
+- **Hidden panels**: Don't render, don't fetch data
+- **Visible panels**: Full functionality
+- **Collapsed panels**: Header only, data still refreshes
+
+Hiding a panel is different from disabling a layer—the panel itself doesn't appear in the interface.
+
+### Default Panel Order
+
+Panels are organized by intelligence priority:
+
+| Priority | Panels | Purpose |
+|----------|--------|---------|
+| **Critical** | Strategic Risk, Live Intel | Immediate situational awareness |
+| **Primary** | News, CII, Markets | Core monitoring data |
+| **Supporting** | Predictions, Economic, Monitor | Supplementary analysis |
+| **Reference** | Live News Video | Background context |
+
+### Persistence
+
+Panel state survives browser restarts:
+
+- **LocalStorage**: Panel order, visibility, collapsed state
+- **Automatic save**: Changes persist immediately
+- **Per-device**: Settings are browser-specific (not synced)
+
+---
+
+## Mobile Experience
+
+The dashboard is optimized for mobile devices with a streamlined interface that prioritizes usability on smaller screens.
+
+### First-Time Mobile Welcome
+
+When accessing the dashboard on a mobile device for the first time, a welcome modal explains the mobile-optimized experience:
+
+- **Simplified view notice** - Informs users they're seeing a curated mobile version
+- **Navigation tip** - Explains regional view buttons and marker interaction
+- **"Don't show again" option** - Checkbox to skip on future visits (persisted to localStorage)
+
+### Mobile-First Design
+
+On screens narrower than 768px or touch devices:
+
+- **Compact map** - Reduced height (40vh) to show more panels
+- **Single-column layout** - Panels stack vertically for easy scrolling
+- **Hidden map labels** - All marker labels are hidden to reduce visual clutter
+- **Fixed layer set** - Layer toggle buttons are hidden; a curated set of layers is enabled by default
+- **Simplified controls** - Map resize handle and pin button are hidden
+- **Touch-optimized markers** - Expanded touch targets (44px) for easy tapping
+- **Hidden DEFCON indicator** - Pentagon Pizza Index hidden to reduce header clutter
+- **Hidden FOCUS selector** - Regional focus buttons hidden (use preset views instead)
+- **Compact header** - Social link shows X logo instead of username text
+
+### Mobile Default Layers
+
+The mobile experience focuses on the most essential intelligence layers:
+
+| Layer | Purpose |
+|-------|---------|
+| **Conflicts** | Active conflict zones |
+| **Hotspots** | Intelligence hotspots with activity levels |
+| **Sanctions** | Countries under economic sanctions |
+| **Outages** | Network disruptions |
+| **Natural** | Earthquakes, storms, wildfires |
+| **Weather** | Severe weather warnings |
+
+Layers disabled by default on mobile (but available on desktop):
+- Military bases, nuclear facilities, spaceports, minerals
+- Undersea cables, pipelines, datacenters
+- AIS vessels, military flights
+- Protests, economic centers
+
+This curated set provides situational awareness without overwhelming the interface or consuming excessive data/battery.
+
+### Touch Gestures
+
+Map navigation supports:
+
+- **Pinch zoom** - Two-finger zoom in/out
+- **Drag pan** - Single-finger map movement
+- **Tap markers** - Show popup (replaces hover)
+- **Double-tap** - Quick zoom
+
+### Performance Considerations
+
+Mobile optimizations reduce resource consumption:
+
+| Optimization | Benefit |
+|--------------|---------|
+| Fewer layers | Reduced API calls, lower battery usage |
+| No labels | Faster rendering, cleaner interface |
+| Hidden controls | More screen space for content |
+| Simplified header | Reduced visual processing |
+
+### Desktop Experience
+
+On larger screens, the full feature set is available:
+
+- Multi-column responsive panel grid
+- All layer toggles accessible
+- Map labels visible at appropriate zoom levels
+- Resizable map section
+- Pinnable map (keeps map visible while scrolling panels)
+- Full DEFCON indicator with tension pairs
+- FOCUS regional selector for rapid navigation
+
+---
+
+## Energy Flow Detection
+
+The correlation engine detects signals related to energy infrastructure and commodity markets.
+
+### Pipeline Keywords
+
+The system monitors news for pipeline-related events:
+
+**Infrastructure terms**: pipeline, pipeline explosion, pipeline leak, pipeline attack, pipeline sabotage, pipeline disruption, nord stream, keystone, druzhba
+
+**Flow indicators**: gas flow, oil flow, supply disruption, transit halt, capacity reduction
+
+### Flow Drop Signals
+
+When news mentions flow disruptions, two signal types may trigger:
+
+| Signal | Criteria | Meaning |
+|--------|----------|---------|
+| **Flow Drop** | Pipeline keywords + disruption terms | Potential supply interruption |
+| **Flow-Price Divergence** | Flow drop news + oil price stable (< $1.50 move) | Markets not yet pricing in disruption |
+
+### Why This Matters
+
+Energy supply disruptions create cascading effects:
+
+1. **Immediate**: Spot price volatility
+2. **Short-term**: Industrial production impacts
+3. **Long-term**: Geopolitical leverage shifts
+
+Early detection of flow drops—especially when markets haven't reacted—provides an information edge.
+
+---
+
+## Signal Aggregator
+
+The Signal Aggregator is the central nervous system that collects, groups, and summarizes intelligence signals from all data sources.
+
+### What It Aggregates
+
+| Signal Type | Source | Frequency |
+|-------------|--------|-----------|
+| `military_flight` | OpenSky ADS-B | Real-time |
+| `military_vessel` | AIS WebSocket | Real-time |
+| `protest` | ACLED + GDELT | Hourly |
+| `internet_outage` | Cloudflare Radar | 5 min |
+| `ais_disruption` | AIS analysis | Real-time |
+
+### Country-Level Grouping
+
+All signals are grouped by country code, creating a unified view:
+
+```typescript
+{
+  country: 'UA',  // Ukraine
+  countryName: 'Ukraine',
+  totalCount: 15,
+  highSeverityCount: 3,
+  signalTypes: Set(['military_flight', 'protest', 'internet_outage']),
+  signals: [/* all signals for this country */]
+}
+```
+
+### Regional Convergence Detection
+
+The aggregator identifies geographic convergence—when multiple signal types cluster in the same region:
+
+| Convergence Level | Criteria | Alert Priority |
+|-------------------|----------|----------------|
+| **Critical** | 4+ signal types within 200km | Immediate |
+| **High** | 3 signal types within 200km | High |
+| **Medium** | 2 signal types within 200km | Normal |
+
+### Summary Output
+
+The aggregator provides a real-time summary for dashboards and AI context:
+
+```
+[SIGNAL SUMMARY]
+Top Countries: Ukraine (15 signals), Iran (12), Taiwan (8)
+Convergence Zones: Baltic Sea (military_flight + military_vessel),
+                   Tehran (protest + internet_outage)
+Active Signal Types: 5 of 5
+Total Signals: 47
+```
+
+---
+
+## Browser-Based Machine Learning
+
+For offline resilience and reduced API costs, the system includes browser-based ML capabilities using ONNX Runtime Web.
+
+### Available Models
+
+| Model | Task | Size | Use Case |
+|-------|------|------|----------|
+| **T5-small** | Text summarization | ~60MB | Offline briefing generation |
+| **DistilBERT** | Sentiment analysis | ~67MB | News tone classification |
+
+### Fallback Strategy
+
+Browser ML serves as the final fallback when cloud APIs are unavailable:
+
+```
+User requests summary
+    ↓
+1. Try Groq API (fast, free tier)
+    ↓ (rate limited or error)
+2. Try OpenRouter API (fallback provider)
+    ↓ (unavailable)
+3. Use Browser T5 (offline, always available)
+```
+
+### Lazy Loading
+
+Models are loaded on-demand to minimize initial page load:
+- Models download only when first needed
+- Progress indicator shows download status
+- Once cached, models load instantly from IndexedDB
+
+### Worker Isolation
+
+All ML inference runs in a dedicated Web Worker:
+- Main thread remains responsive during inference
+- 30-second timeout prevents hanging
+- Automatic cleanup on errors
+
+### Limitations
+
+Browser ML has constraints compared to cloud models:
+
+| Aspect | Cloud (Llama 3.3) | Browser (T5) |
+|--------|-------------------|--------------|
+| Context window | 128K tokens | 512 tokens |
+| Output quality | High | Moderate |
+| Inference speed | 2-3 seconds | 5-10 seconds |
+| Offline support | No | Yes |
+
+Browser summarization is intentionally limited to 6 headlines × 80 characters to stay within model constraints.
+
+---
+
+## Cross-Module Integration
+
+Intelligence modules don't operate in isolation. Data flows between systems to enable composite analysis.
+
+### Data Flow Architecture
+
+```
+News Feeds → Clustering → Velocity Analysis → Hotspot Correlation
+                ↓                                    ↓
+         Topic Extraction                    CII Information Score
+                ↓                                    ↓
+         Keyword Monitors              Strategic Risk Overview
+                                                     ↑
+Military Flights → Near-Hotspot Detection ──────────┤
+                                                     ↑
+AIS Vessels → Chokepoint Monitoring ────────────────┤
+                                                     ↑
+ACLED/GDELT → Protest Events ───────────────────────┤
+                       ↓
+                CII Unrest Score
+```
+
+### Module Dependencies
+
+| Consumer Module | Data Source | Integration |
+|----------------|-------------|-------------|
+| **CII Unrest Score** | ACLED, GDELT protests | Event count, fatalities |
+| **CII Security Score** | Military flights, vessels | Activity near hotspots |
+| **CII Information Score** | News clusters | Velocity, keyword matches |
+| **Strategic Risk** | CII, Convergence, Cascade | Composite scoring |
+| **Related Assets** | News location inference | Pipeline/cable proximity |
+| **Geographic Convergence** | All geo-located events | Multi-type clustering |
+
+### Alert Propagation
+
+When a threshold is crossed:
+
+1. **Source module** generates alert (e.g., CII spike)
+2. **Alert merges** with related alerts (same country/region)
+3. **Strategic Risk** receives composite alert
+4. **UI updates** header badge and panel indicators
+
+This ensures a single escalation (e.g., Ukraine military flights + protests + news spike) surfaces as one coherent signal rather than three separate alerts.
+
+---
+
+## AI Insights Panel
+
+The Insights Panel provides AI-powered analysis of the current news landscape, transforming raw headlines into actionable intelligence briefings.
+
+### World Brief Generation
+
+Every 2 minutes (with rate limiting), the system generates a concise situation brief using a multi-provider fallback chain:
+
+| Priority | Provider | Model | Latency | Use Case |
+|----------|----------|-------|---------|----------|
+| 1 | Groq | Llama 3.3 70B | ~2s | Primary provider (fast inference) |
+| 2 | OpenRouter | Llama 3.3 70B | ~3s | Fallback when Groq rate-limited |
+| 3 | Browser | T5 (ONNX) | ~5s | Offline fallback (local ML) |
+
+**Caching Strategy**: Redis server-side caching prevents redundant API calls. When the same headline set has been summarized recently, the cached result is returned immediately.
+
+### Focal Point Detection
+
+The AI receives enriched context about **focal points**—entities that appear in both news coverage AND map signals. This enables intelligence-grade analysis:
+
+```
+[INTELLIGENCE SYNTHESIS]
+FOCAL POINTS (entities across news + signals):
+- IRAN [CRITICAL]: 12 news mentions + 5 map signals (military_flight, protest, internet_outage)
+  KEY: "Iran protests continue..." | SIGNALS: military activity, outage detected
+- TAIWAN [ELEVATED]: 8 news mentions + 3 map signals (military_vessel, military_flight)
+  KEY: "Taiwan tensions rise..." | SIGNALS: naval vessels detected
+```
+
+### Headline Scoring Algorithm
+
+Not all news is equally important. Headlines are scored to identify the most significant stories for the briefing:
+
+**Score Boosters** (high weight):
+- Military keywords: war, invasion, airstrike, missile, deployment, mobilization
+- Violence indicators: killed, casualties, clashes, massacre, crackdown
+- Civil unrest: protest, uprising, coup, riot, martial law
+
+**Geopolitical Multipliers**:
+- Flashpoint regions: Iran, Russia, China, Taiwan, Ukraine, North Korea, Gaza
+- Critical actors: NATO, Pentagon, Kremlin, Hezbollah, Hamas, Wagner
+
+**Score Reducers** (demoted):
+- Business context: CEO, earnings, stock, revenue, startup, data center
+- Entertainment: celebrity, movie, streaming
+
+This ensures military conflicts and humanitarian crises surface above routine business news.
+
+### Sentiment Analysis
+
+Headlines are analyzed for overall sentiment distribution:
+
+| Sentiment | Detection Method | Display |
+|-----------|------------------|---------|
+| **Negative** | Crisis, conflict, death keywords | Red percentage |
+| **Positive** | Agreement, growth, peace keywords | Green percentage |
+| **Neutral** | Neither detected | Gray percentage |
+
+The overall sentiment balance provides a quick read on whether the news cycle is trending toward escalation or de-escalation.
+
+### Velocity Detection
+
+Fast-moving stories are flagged when the same topic appears in multiple recent headlines:
+
+- Headlines are grouped by shared keywords and entities
+- Topics with 3+ mentions in 6 hours are marked as "high velocity"
+- Displayed separately to highlight developing situations
+
+---
+
+## Focal Point Detector
+
+The Focal Point Detector is the intelligence synthesis layer that correlates news entities with map signals to identify "main characters" driving current events.
+
+### The Problem It Solves
+
+Without synthesis, intelligence streams operate in silos:
+- News feeds show 80+ sources with thousands of headlines
+- Map layers display military flights, protests, outages independently
+- No automated way to see that IRAN appears in news AND has military activity AND an internet outage
+
+### How It Works
+
+1. **Entity Extraction**: Extract countries, companies, and organizations from all news clusters using the entity registry (600+ entities with aliases)
+
+2. **Signal Aggregation**: Collect all map signals (military flights, protests, outages, vessels) and group by country
+
+3. **Cross-Reference**: Match news entities with signal countries
+
+4. **Score & Rank**: Calculate focal scores based on correlation strength
+
+### Focal Point Scoring
+
+```
+FocalScore = NewsScore + SignalScore + CorrelationBonus
+
+NewsScore (0-40):
+  base = min(20, mentionCount × 4)
+  velocity = min(10, newsVelocity × 2)
+  confidence = avgConfidence × 10
+
+SignalScore (0-40):
+  types = signalTypes.count × 10
+  count = min(15, signalCount × 3)
+  severity = highSeverityCount × 5
+
+CorrelationBonus (0-20):
+  +10 if entity appears in BOTH news AND signals
+  +5 if news keywords match signal types (e.g., "military" + military_flight)
+  +5 if related entities also have signals
+```
+
+### Urgency Classification
+
+| Urgency | Criteria | Visual |
+|---------|----------|--------|
+| **Critical** | Score > 70 OR 3+ signal types | Red badge |
+| **Elevated** | Score > 50 OR 2+ signal types | Orange badge |
+| **Watch** | Default | Yellow badge |
+
+### Signal Type Icons
+
+Focal points display icons indicating which signal types are active:
+
+| Icon | Signal Type | Meaning |
+|------|-------------|---------|
+| ✈️ | military_flight | Military aircraft detected nearby |
+| ⚓ | military_vessel | Naval vessels in waters |
+| 📢 | protest | Civil unrest events |
+| 🌐 | internet_outage | Network disruption |
+| 🚢 | ais_disruption | Shipping anomaly |
+
+### Example Output
+
+A focal point for IRAN might show:
+- **Display**: "Iran [CRITICAL] ✈️📢🌐"
+- **News**: 12 mentions, velocity 0.5/hour
+- **Signals**: 5 military flights, 3 protests, 1 outage
+- **Narrative**: "12 news mentions | 5 military flights, 3 protests, 1 internet outage | 'Iran protests continue amid...'"
+- **Correlation Evidence**: "Iran appears in both news (12) and map signals (9)"
+
+### Integration with CII
+
+Focal point urgency levels feed into the Country Instability Index:
+- **Critical** focal point → CII score boost for that country
+- Ensures countries with multi-source convergence are properly flagged
+- Prevents "silent" instability when news alone wouldn't trigger alerts
+
+---
+
+## Natural Disaster Tracking
+
+The Natural layer combines two authoritative sources for comprehensive disaster monitoring.
+
+### GDACS (Global Disaster Alert and Coordination System)
+
+UN-backed disaster alert system providing official severity assessments:
+
+| Event Type | Code | Icon | Sources |
+|------------|------|------|---------|
+| Earthquake | EQ | 🔴 | USGS, EMSC |
+| Flood | FL | 🌊 | Satellite imagery |
+| Tropical Cyclone | TC | 🌀 | NOAA, JMA |
+| Volcano | VO | 🌋 | Smithsonian GVP |
+| Wildfire | WF | 🔥 | MODIS, VIIRS |
+| Drought | DR | ☀️ | Multiple sources |
+
+**Alert Levels**:
+| Level | Color | Meaning |
+|-------|-------|---------|
+| **Red** | Critical | Significant humanitarian impact expected |
+| **Orange** | Alert | Moderate impact, monitoring required |
+| **Green** | Advisory | Minor event, localized impact |
+
+### NASA EONET (Earth Observatory Natural Event Tracker)
+
+Near-real-time natural event detection from satellite observation:
+
+| Category | Detection Method | Typical Delay |
+|----------|------------------|---------------|
+| Severe Storms | GOES/Himawari imagery | Minutes |
+| Wildfires | MODIS thermal anomalies | 4-6 hours |
+| Volcanoes | Thermal + SO2 emissions | Hours |
+| Floods | SAR imagery + gauges | Hours to days |
+| Sea/Lake Ice | Passive microwave | Daily |
+| Dust/Haze | Aerosol optical depth | Hours |
+
+### Multi-Source Deduplication
+
+When both GDACS and EONET report the same event:
+1. Events within 100km and 48 hours are considered duplicates
+2. GDACS severity takes precedence (human-verified)
+3. EONET geometry provides more precise coordinates
+4. Combined entry shows both source attributions
+
+### Filtering Logic
+
+To prevent map clutter, natural events are filtered:
+- **Wildfires**: Only events < 48 hours old (older fires are either contained or well-known)
+- **Earthquakes**: M4.5+ globally, lower threshold for populated areas
+- **Storms**: Only named storms or those with warnings
+
+---
+
+## Military Surge Detection
+
+The system detects unusual concentrations of military activity using two complementary algorithms.
+
+### Baseline-Based Surge Detection
+
+Surges are detected by comparing current aircraft counts to historical baselines within defined military theaters:
+
+| Parameter | Value | Purpose |
+|-----------|-------|---------|
+| Surge threshold | 2.0× baseline | Minimum multiplier to trigger alert |
+| Baseline window | 48 hours | Historical data used for comparison |
+| Minimum samples | 6 observations | Required data points for valid baseline |
+
+**Aircraft Categories Tracked**:
+
+| Category | Examples | Minimum Count |
+|----------|----------|---------------|
+| Transport/Airlift | C-17, C-130, KC-135, REACH flights | 5 aircraft |
+| Fighter | F-15, F-16, F-22, Typhoon | 4 aircraft |
+| Reconnaissance | RC-135, E-3 AWACS, U-2 | 3 aircraft |
+
+### Surge Severity
+
+| Severity | Criteria | Meaning |
+|----------|----------|---------|
+| **Critical** | 4× baseline or higher | Major deployment |
+| **High** | 3× baseline | Significant increase |
+| **Medium** | 2× baseline | Elevated activity |
+
+### Military Theaters
+
+Surge detection groups activity into strategic theaters:
+
+| Theater | Center | Key Bases |
+|---------|--------|-----------|
+| Middle East | Persian Gulf | Al Udeid, Al Dhafra, Incirlik |
+| Eastern Europe | Poland | Ramstein, Spangdahlem, Łask |
+| Pacific | Guam/Japan | Andersen, Kadena, Yokota |
+| Horn of Africa | Djibouti | Camp Lemonnier |
+
+### Foreign Presence Detection
+
+A separate system monitors for military operators outside their normal operating areas:
+
+| Operator | Home Regions | Alert When Found In |
+|----------|--------------|---------------------|
+| USAF/USN | Alaska ADIZ | Persian Gulf, Taiwan Strait |
+| Russian VKS | Kaliningrad, Arctic, Black Sea | Baltic Region, Alaska ADIZ |
+| PLAAF/PLAN | Taiwan Strait, South China Sea | (alerts when increased) |
+| Israeli IAF | Eastern Med | Iran border region |
+
+**Example alert**:
+```
+FOREIGN MILITARY PRESENCE: Persian Gulf
+USAF: 3 aircraft detected (KC-135, RC-135W, E-3)
+Severity: HIGH - Operator outside normal home regions
+```
+
+### News Correlation
+
+Both surge and foreign presence alerts query the Focal Point Detector for context:
+
+1. Identify countries involved (aircraft operators, region countries)
+2. Check focal points for those countries
+3. If news correlation exists, attach headlines and evidence
+
+**Example with correlation**:
+```
+MILITARY AIRLIFT SURGE: Middle East Theater
+Current: 8 transport aircraft (2.5× baseline)
+Aircraft: C-17 (3), KC-135 (3), C-130J (2)
+
+NEWS CORRELATION:
+Iran: "Iran protests continue amid military..."
+→ Iran appears in both news (12) and map signals (9)
+```
+
+---
+
+## Strategic Posture Analysis
+
+The AI Strategic Posture panel aggregates military aircraft and naval vessels across defined theaters, providing at-a-glance situational awareness of global force concentrations.
+
+### Strategic Theaters
+
+Nine geographic theaters are monitored continuously, each with custom thresholds based on typical peacetime activity levels:
+
+| Theater | Bounds | Elevated Threshold | Critical Threshold |
+|---------|--------|--------------------|--------------------|
+| **Iran Theater** | Persian Gulf, Iraq, Syria (20°N–42°N, 30°E–65°E) | 50 aircraft | 100 aircraft |
+| **Taiwan Strait** | Taiwan, East China Sea (18°N–30°N, 115°E–130°E) | 30 aircraft | 60 aircraft |
+| **Korean Peninsula** | North/South Korea (33°N–43°N, 124°E–132°E) | 20 aircraft | 50 aircraft |
+| **Baltic Theater** | Baltics, Poland, Scandinavia (52°N–65°N, 10°E–32°E) | 20 aircraft | 40 aircraft |
+| **Black Sea** | Ukraine, Turkey, Romania (40°N–48°N, 26°E–42°E) | 15 aircraft | 30 aircraft |
+| **South China Sea** | Philippines, Vietnam (5°N–25°N, 105°E–121°E) | 25 aircraft | 50 aircraft |
+| **Eastern Mediterranean** | Syria, Cyprus, Lebanon (33°N–37°N, 25°E–37°E) | 15 aircraft | 30 aircraft |
+| **Israel/Gaza** | Israel, Gaza Strip (29°N–33°N, 33°E–36°E) | 10 aircraft | 25 aircraft |
+| **Yemen/Red Sea** | Bab el-Mandeb, Houthi areas (11°N–22°N, 32°E–54°E) | 15 aircraft | 30 aircraft |
+
+### Strike Capability Assessment
+
+Beyond raw counts, the system assesses whether forces in a theater constitute an **offensive strike package**—the combination of assets required for sustained combat operations.
+
+**Strike-Capable Criteria**:
+- Aerial refueling tankers (KC-135, KC-10, A330 MRTT)
+- Airborne command and control (E-3 AWACS, E-7 Wedgetail)
+- Combat aircraft (fighters, strike aircraft)
+
+Each theater has custom thresholds reflecting realistic strike package sizes:
+
+| Theater | Min Tankers | Min AWACS | Min Fighters |
+|---------|-------------|-----------|--------------|
+| Iran Theater | 10 | 2 | 30 |
+| Taiwan Strait | 5 | 1 | 20 |
+| Korean Peninsula | 4 | 1 | 15 |
+| Baltic/Black Sea | 3-4 | 1 | 10-15 |
+| Israel/Gaza | 2 | 1 | 8 |
+
+When all three criteria are met, the theater is flagged as **STRIKE CAPABLE**, indicating forces sufficient for sustained offensive operations.
+
+### Naval Vessel Integration
+
+The panel augments aircraft data with real-time naval vessel positions from AIS tracking. Vessels are classified into categories:
+
+| Category | Examples | Strategic Significance |
+|----------|----------|------------------------|
+| **Carriers** | CVN, CV, LHD | Power projection, air superiority |
+| **Destroyers** | DDG, DDH | Air defense, cruise missile strike |
+| **Frigates** | FFG, FF | Multi-role escort, ASW |
+| **Submarines** | SSN, SSK, SSBN | Deterrence, ISR, strike |
+| **Patrol** | PC, PG | Coastal defense |
+| **Auxiliary** | T-AO, AOR | Fleet support, logistics |
+
+**Data Accumulation Note**: AIS vessel data arrives via WebSocket stream and accumulates gradually. The panel automatically re-checks vessel counts at 30, 60, 90, and 120 seconds after initial load to capture late-arriving data.
+
+### Posture Levels
+
+| Level | Indicator | Criteria | Meaning |
+|-------|-----------|----------|---------|
+| **Normal** | 🟢 NORM | Below elevated threshold | Routine peacetime activity |
+| **Elevated** | 🟡 ELEV | At or above elevated threshold | Increased activity, possible exercises |
+| **Critical** | 🔴 CRIT | At or above critical threshold | Major deployment, potential crisis |
+
+**Elevated + Strike Capable** is treated as a higher alert state than regular elevated status.
+
+### Trend Detection
+
+Activity trends are computed from rolling historical data:
+
+- **Increasing** (↗): Current activity >10% higher than previous period
+- **Stable** (→): Activity within ±10% of previous period
+- **Decreasing** (↘): Current activity >10% lower than previous period
+
+### Server-Side Caching
+
+Theater posture computations run on edge servers with Redis caching:
+
+| Cache Type | TTL | Purpose |
+|------------|-----|---------|
+| **Active cache** | 5 minutes | Matches OpenSky refresh rate |
+| **Stale cache** | 1 hour | Fallback when upstream APIs fail |
+
+This ensures consistent data across all users and minimizes redundant API calls to OpenSky Network.
+
+---
+
+## Server-Side Risk Score API
+
+Strategic risk and Country Instability Index (CII) scores are pre-computed server-side rather than calculated in the browser. This eliminates the "cold start" problem where new users would see no data while the system accumulated enough information to generate scores.
+
+### How It Works
+
+The `/api/risk-scores` edge function:
+
+1. Fetches recent protest/riot data from ACLED (7-day window)
+2. Computes CII scores for 20 Tier 1 countries
+3. Derives strategic risk from weighted top-5 CII scores
+4. Caches results in Redis (10-minute TTL)
+
+### CII Score Calculation
+
+Each country's score combines:
+
+**Baseline Risk** (0–50 points): Static geopolitical risk based on historical instability, ongoing conflicts, and authoritarian governance.
+
+| Country | Baseline | Rationale |
+|---------|----------|-----------|
+| Syria, Ukraine, Yemen | 50 | Active conflict zones |
+| Myanmar, Venezuela, North Korea | 40-45 | Civil unrest, authoritarian |
+| Iran, Israel, Pakistan | 35-45 | Regional tensions |
+| Saudi Arabia, Turkey, India | 20-25 | Moderate instability |
+| Germany, UK, US | 5-10 | Stable democracies |
+
+**Unrest Component** (0–50 points): Recent protest and riot activity, weighted by event significance multiplier.
+
+**Information Component** (0–25 points): News coverage intensity (proxy for international attention).
+
+**Security Component** (0–25 points): Baseline plus riot contribution.
+
+### Event Significance Multipliers
+
+Events in some countries carry more global significance than others:
+
+| Multiplier | Countries | Rationale |
+|------------|-----------|-----------|
+| 3.0× | North Korea | Any visible unrest is highly unusual |
+| 2.0-2.5× | China, Russia, Iran, Saudi Arabia | Authoritarian states suppress protests |
+| 1.5-1.8× | Taiwan, Pakistan, Myanmar, Venezuela | Regional flashpoints |
+| 0.5-0.8× | US, UK, France, Germany | Protests are routine in democracies |
+
+### Strategic Risk Derivation
+
+The composite strategic risk score is computed as a weighted average of the top 5 CII scores:
+
+```
+Weights: [1.0, 0.85, 0.70, 0.55, 0.40] (total: 3.5)
+Strategic Risk = (Σ CII[i] × weight[i]) / 3.5 × 0.7 + 15
+```
+
+The top countries contribute most heavily, with diminishing influence for lower-ranked countries.
+
+### Fallback Behavior
+
+When ACLED data is unavailable (API errors, rate limits, expired auth):
+
+1. **Stale cache** (1-hour TTL): Return recent scores with `stale: true` flag
+2. **Baseline fallback**: Return scores using only static baseline values with `baseline: true` flag
+
+This ensures the dashboard always displays meaningful data even during upstream outages.
+
+---
+
+## Service Status Monitoring
+
+The Service Status panel tracks the operational health of external services that WorldMonitor users may depend on.
+
+### Monitored Services
+
+| Service | Status Endpoint | Parser |
+|---------|-----------------|--------|
+| Anthropic (Claude) | status.claude.com | Statuspage.io |
+| OpenAI | status.openai.com | Statuspage.io |
+| Vercel | vercel-status.com | Statuspage.io |
+| Cloudflare | cloudflarestatus.com | Statuspage.io |
+| AWS | health.aws.amazon.com | Custom |
+| GitHub | githubstatus.com | Statuspage.io |
+
+### Status Levels
+
+| Status | Color | Meaning |
+|--------|-------|---------|
+| **Operational** | Green | All systems functioning normally |
+| **Degraded** | Yellow | Partial outage or performance issues |
+| **Partial Outage** | Orange | Some components unavailable |
+| **Major Outage** | Red | Significant service disruption |
+
+### Why This Matters
+
+External service outages can affect:
+- AI summarization (Groq, OpenRouter outages)
+- Deployment pipelines (Vercel, GitHub outages)
+- API availability (Cloudflare, AWS outages)
+
+Monitoring these services provides context when dashboard features behave unexpectedly.
+
+---
+
+## Refresh Intervals
+
+Different data sources update at different frequencies based on volatility and API constraints.
+
+### Polling Schedule
+
+| Data Type | Interval | Rationale |
+|-----------|----------|-----------|
+| **News feeds** | 5 min | Balance freshness vs. rate limits |
+| **Stock quotes** | 1 min | Market hours require near-real-time |
+| **Crypto prices** | 1 min | 24/7 markets, high volatility |
+| **Predictions** | 5 min | Probabilities shift slowly |
+| **Earthquakes** | 5 min | USGS updates every 5 min |
+| **Weather alerts** | 10 min | NWS alert frequency |
+| **Flight delays** | 10 min | FAA status update cadence |
+| **Internet outages** | 60 min | BGP events are rare |
+| **Economic data** | 30 min | FRED data rarely changes intraday |
+| **Military tracking** | 5 min | Activity patterns need timely updates |
+| **PizzINT** | 10 min | Foot traffic changes slowly |
+
+### Real-Time Streams
+
+AIS vessel tracking uses WebSocket for true real-time:
+
+- **Connection**: Persistent WebSocket to Railway relay
+- **Messages**: Position updates as vessels transmit
+- **Reconnection**: Automatic with exponential backoff (5s → 10s → 20s)
+
+### User Control
+
+Time range selector affects displayed data, not fetch frequency:
+
+| Selection | Effect |
+|-----------|--------|
+| **1 hour** | Show only events from last 60 minutes |
+| **6 hours** | Show events from last 6 hours |
+| **24 hours** | Show events from last day |
+| **7 days** | Show all recent events |
+
+Historical filtering is client-side—all data is fetched but filtered for display.
+
+---
+
+## Tech Stack
+
+| Layer | Technology | Purpose |
+|-------|------------|---------|
+| **Language** | TypeScript 5.x | Type safety across 60+ source files |
+| **Build** | Vite | Fast HMR, optimized production builds |
+| **Map (Desktop)** | deck.gl + MapLibre GL | WebGL-accelerated rendering for large datasets |
+| **Map (Mobile)** | D3.js + TopoJSON | SVG fallback for battery efficiency |
+| **Concurrency** | Web Workers | Off-main-thread clustering and correlation |
+| **AI/ML** | ONNX Runtime Web | Browser-based inference for offline summarization |
+| **Networking** | WebSocket + REST | Real-time AIS stream, HTTP for other APIs |
+| **Storage** | IndexedDB | Snapshots, baselines (megabytes of state) |
+| **Preferences** | LocalStorage | User settings, monitors, panel order |
+| **Deployment** | Vercel Edge | Serverless proxies with global distribution |
+
+### Map Rendering Architecture
+
+The map uses a hybrid rendering strategy optimized for each platform:
+
+**Desktop (deck.gl + MapLibre GL)**:
+- WebGL-accelerated layers handle thousands of markers smoothly
+- MapLibre GL provides base map tiles (OpenStreetMap)
+- GeoJSON, Scatterplot, Path, and Icon layers for different data types
+- GPU-based clustering and picking for responsive interaction
+
+**Mobile (D3.js + TopoJSON)**:
+- SVG rendering for battery efficiency
+- Reduced marker count and simplified layers
+- Touch-optimized interaction with larger hit targets
+- Automatic fallback when WebGL unavailable
+
+### Key Libraries
+
+- **deck.gl**: High-performance WebGL visualization layers
+- **MapLibre GL**: Open-source map rendering engine
+- **D3.js**: SVG map rendering, zoom behavior (mobile fallback)
+- **TopoJSON**: Efficient geographic data encoding
+- **ONNX Runtime**: Browser-based ML inference
+- **Custom HTML escaping**: XSS prevention (DOMPurify pattern)
+
+### No External UI Frameworks
+
+The entire UI is hand-crafted DOM manipulation—no React, Vue, or Angular. This keeps the bundle small (~250KB gzipped) and provides fine-grained control over rendering performance.
+
+### Build-Time Configuration
+
+Vite injects configuration values at build time, enabling features like automatic version syncing:
+
+| Variable | Source | Purpose |
+|----------|--------|---------|
+| `__APP_VERSION__` | `package.json` version field | Header displays current version |
+
+This ensures the displayed version always matches the published package—no manual synchronization required.
+
+```typescript
+// vite.config.ts
+define: {
+  __APP_VERSION__: JSON.stringify(pkg.version),
+}
+
+// App.ts
+const header = `World Monitor v${__APP_VERSION__}`;
+```
+
+---
+
+## Installation
+
+```bash
+# Clone the repository
+git clone https://github.com/koala73/worldmonitor.git
+cd worldmonitor
+
+# Install dependencies
+npm install
+
+# Start development server
+npm run dev
+
+# Build for production
+npm run build
+```
+
+## API Dependencies
+
+The dashboard fetches data from various public APIs and data sources:
+
+| Service | Data | Auth Required |
+|---------|------|---------------|
+| RSS2JSON | News feed parsing | No |
+| Finnhub | Stock quotes (primary) | Yes (free) |
+| Yahoo Finance | Stock indices & commodities (backup) | No |
+| CoinGecko | Cryptocurrency prices | No |
+| USGS | Earthquake data | No |
+| NASA EONET | Natural events (storms, fires, volcanoes, floods) | No |
+| NWS | Weather alerts | No |
+| FRED | Economic indicators (Fed data) | No |
+| EIA | Oil analytics (prices, production, inventory) | Yes (free) |
+| USASpending.gov | Federal government contracts & awards | No |
+| Polymarket | Prediction markets | No |
+| ACLED | Armed conflict & protest data | Yes (free) |
+| GDELT Geo | News-derived event geolocation + tensions | No |
+| GDELT Doc | Topic-based intelligence feeds (cyber, military, nuclear) | No |
+| FAA NASSTATUS | Airport delay status | No |
+| Cloudflare Radar | Internet outage data | Yes (free) |
+| AISStream | Live vessel positions | Yes (relay) |
+| OpenSky Network | Military aircraft tracking | Yes (free) |
+| Wingbits | Aircraft enrichment (owner, operator) | Yes (free) |
+| PizzINT | Pentagon-area activity metrics | No |
+
+### Optional API Keys
+
+Some features require API credentials. Without them, the corresponding layer is hidden:
+
+| Variable | Service | How to Get |
+|----------|---------|------------|
+| `FINNHUB_API_KEY` | Stock quotes (primary) | Free registration at [finnhub.io](https://finnhub.io/) |
+| `EIA_API_KEY` | Oil analytics | Free registration at [eia.gov/opendata](https://www.eia.gov/opendata/) |
+| `VITE_WS_RELAY_URL` | AIS vessel tracking | Deploy AIS relay or use hosted service |
+| `VITE_OPENSKY_RELAY_URL` | Military aircraft | Deploy relay with OpenSky credentials |
+| `OPENSKY_CLIENT_ID` | OpenSky auth (relay) | Free registration at [opensky-network.org](https://opensky-network.org) |
+| `OPENSKY_CLIENT_SECRET` | OpenSky auth (relay) | API key from OpenSky account settings |
+| `CLOUDFLARE_API_TOKEN` | Internet outages | Free Cloudflare account with Radar access |
+| `ACLED_ACCESS_TOKEN` | Protest data (server-side) | Free registration at acleddata.com |
+| `WINGBITS_API_KEY` | Aircraft enrichment | Contact [Wingbits](https://wingbits.com) for API access |
+
+The dashboard functions fully without these keys—affected layers simply don't appear. Core functionality (news, markets, earthquakes, weather) requires no configuration.
+
+## Project Structure
+
+```
+src/
+├── App.ts                    # Main application orchestrator
+├── main.ts                   # Entry point
+├── components/
+│   ├── DeckGLMap.ts          # WebGL map with deck.gl + MapLibre (desktop)
+│   ├── Map.ts                # D3.js SVG map (mobile fallback)
+│   ├── MapContainer.ts       # Map wrapper with platform detection
+│   ├── MapPopup.ts           # Contextual info popups
+│   ├── SearchModal.ts        # Universal search (⌘K)
+│   ├── SignalModal.ts        # Signal intelligence display with focal points
+│   ├── PizzIntIndicator.ts   # Pentagon Pizza Index display
+│   ├── VirtualList.ts        # Virtual/windowed scrolling
+│   ├── InsightsPanel.ts      # AI briefings + focal point display
+│   ├── EconomicPanel.ts      # FRED economic indicators
+│   ├── GdeltIntelPanel.ts    # Topic-based intelligence (cyber, military, etc.)
+│   ├── LiveNewsPanel.ts      # YouTube live news streams with channel switching
+│   ├── NewsPanel.ts          # News feed with clustering
+│   ├── MarketPanel.ts        # Stock/commodity display
+│   ├── MonitorPanel.ts       # Custom keyword monitors
+│   ├── CIIPanel.ts           # Country Instability Index display
+│   ├── CascadePanel.ts       # Infrastructure cascade analysis
+│   ├── StrategicRiskPanel.ts # Strategic risk overview dashboard
+│   ├── StrategicPosturePanel.ts # AI strategic posture with theater analysis
+│   ├── ServiceStatusPanel.ts # External service health monitoring
+│   └── ...
+├── config/
+│   ├── feeds.ts              # 70+ RSS feeds, source tiers, regional sources
+│   ├── geo.ts                # 30+ hotspots, conflicts, 55 cables, waterways, spaceports, minerals
+│   ├── pipelines.ts          # 88 oil & gas pipelines
+│   ├── ports.ts              # 61 strategic ports worldwide
+│   ├── bases-expanded.ts     # 220+ military bases
+│   ├── ai-datacenters.ts     # 313 AI clusters (filtered to 111)
+│   ├── airports.ts           # 30 monitored US airports
+│   ├── irradiators.ts        # IAEA gamma irradiator sites
+│   ├── nuclear-facilities.ts # Global nuclear infrastructure
+│   ├── markets.ts            # Stock symbols, sectors
+│   ├── entities.ts           # 100+ entity definitions (companies, indices, commodities, countries)
+│   └── panels.ts             # Panel configs, layer defaults, mobile optimizations
+├── services/
+│   ├── ais.ts                # WebSocket vessel tracking with density analysis
+│   ├── military-vessels.ts   # Naval vessel identification and tracking
+│   ├── military-flights.ts   # Aircraft tracking via OpenSky relay
+│   ├── military-surge.ts     # Surge detection with news correlation
+│   ├── cached-theater-posture.ts # Theater posture API client with caching
+│   ├── wingbits.ts           # Aircraft enrichment (owner, operator, type)
+│   ├── pizzint.ts            # Pentagon Pizza Index + GDELT tensions
+│   ├── protests.ts           # ACLED + GDELT integration
+│   ├── gdelt-intel.ts        # GDELT Doc API topic intelligence
+│   ├── gdacs.ts              # UN GDACS disaster alerts
+│   ├── eonet.ts              # NASA EONET natural events + GDACS merge
+│   ├── flights.ts            # FAA delay parsing
+│   ├── outages.ts            # Cloudflare Radar integration
+│   ├── rss.ts                # RSS parsing with circuit breakers
+│   ├── markets.ts            # Finnhub, Yahoo Finance, CoinGecko
+│   ├── earthquakes.ts        # USGS integration
+│   ├── weather.ts            # NWS alerts
+│   ├── fred.ts               # Federal Reserve data
+│   ├── oil-analytics.ts      # EIA oil prices, production, inventory
+│   ├── usa-spending.ts       # USASpending.gov contracts & awards
+│   ├── polymarket.ts         # Prediction markets (filtered)
+│   ├── clustering.ts         # Jaccard similarity clustering
+│   ├── correlation.ts        # Signal detection engine
+│   ├── velocity.ts           # Velocity & sentiment analysis
+│   ├── related-assets.ts     # Infrastructure near news events
+│   ├── activity-tracker.ts   # New item detection & highlighting
+│   ├── analysis-worker.ts    # Web Worker manager
+│   ├── ml-worker.ts          # Browser ML inference (ONNX)
+│   ├── summarization.ts      # AI briefings with fallback chain
+│   ├── parallel-analysis.ts  # Concurrent headline analysis
+│   ├── storage.ts            # IndexedDB snapshots & baselines
+│   ├── data-freshness.ts     # Real-time data staleness tracking
+│   ├── signal-aggregator.ts  # Central signal collection & grouping
+│   ├── focal-point-detector.ts   # Intelligence synthesis layer
+│   ├── entity-index.ts       # Entity lookup maps (by alias, keyword, sector)
+│   ├── entity-extraction.ts  # News-to-entity matching for market correlation
+│   ├── country-instability.ts    # CII scoring algorithm
+│   ├── geo-convergence.ts        # Geographic convergence detection
+│   ├── infrastructure-cascade.ts # Dependency graph and cascade analysis
+│   └── cross-module-integration.ts # Unified alerts and strategic risk
+├── workers/
+│   └── analysis.worker.ts    # Off-thread clustering & correlation
+├── utils/
+│   ├── circuit-breaker.ts    # Fault tolerance pattern
+│   ├── sanitize.ts           # XSS prevention (escapeHtml, sanitizeUrl)
+│   ├── urlState.ts           # Shareable link encoding/decoding
+│   └── analysis-constants.ts # Shared thresholds for worker sync
+├── styles/
+└── types/
+api/                          # Vercel Edge serverless proxies
+├── cloudflare-outages.js     # Proxies Cloudflare Radar
+├── coingecko.js              # Crypto prices with validation
+├── eia/[[...path]].js        # EIA petroleum data (oil prices, production)
+├── faa-status.js             # FAA ground stops/delays
+├── finnhub.js                # Stock quotes (batch, primary)
+├── fred-data.js              # Federal Reserve economic data
+├── gdelt-doc.js              # GDELT Doc API (topic intelligence)
+├── gdelt-geo.js              # GDELT Geo API (event geolocation)
+├── polymarket.js             # Prediction markets with validation
+├── yahoo-finance.js          # Stock indices/commodities (backup)
+├── opensky-relay.js          # Military aircraft tracking
+├── wingbits.js               # Aircraft enrichment proxy
+├── risk-scores.js            # Pre-computed CII and strategic risk (Redis cached)
+├── theater-posture.js        # Theater-level force aggregation (Redis cached)
+├── groq-summarize.js         # AI summarization with Groq API
+└── openrouter-summarize.js   # AI summarization fallback via OpenRouter
+```
+
+## Usage
+
+### Keyboard Shortcuts
+- `⌘K` / `Ctrl+K` - Open search
+- `↑↓` - Navigate search results
+- `Enter` - Select result
+- `Esc` - Close modals
+
+### Map Controls
+- **Scroll** - Zoom in/out
+- **Drag** - Pan the map
+- **Click markers** - Show detailed popup with full context
+- **Hover markers** - Show tooltip with summary information
+- **Layer toggles** - Show/hide data layers
+
+### Map Marker Design
+
+Infrastructure markers (nuclear facilities, economic centers, ports) display without labels to reduce visual clutter. Full information is available through interaction:
+
+| Layer | Label Behavior | Interaction |
+|-------|---------------|-------------|
+| Nuclear facilities | Hidden | Click for popover with details |
+| Economic centers | Hidden | Click for popover with details |
+| Protests | Hidden | Hover for tooltip, click for details |
+| Military bases | Hidden | Click for popover with base info |
+| Hotspots | Visible | Color-coded activity levels |
+| Conflicts | Visible | Status and involved parties |
+
+This design prioritizes geographic awareness over label density—users can quickly scan for markers and then interact for context.
+
+### Panel Management
+- **Drag panels** - Reorder layout
+- **Settings (⚙)** - Toggle panel visibility
+
+### Shareable Links
+
+The current view state is encoded in the URL, enabling:
+- **Bookmarking**: Save specific views for quick access
+- **Sharing**: Send colleagues a link to your exact map position and layer configuration
+- **Deep linking**: Link directly to a specific region or feature
+
+**Encoded Parameters**:
+| Parameter | Description |
+|-----------|-------------|
+| `lat`, `lon` | Map center coordinates |
+| `zoom` | Zoom level (1-10) |
+| `time` | Active time filter (1h, 6h, 24h, 7d) |
+| `view` | Preset view (global, us, mena) |
+| `layers` | Comma-separated enabled layer IDs |
+
+Example: `?lat=38.9&lon=-77&zoom=6&layers=bases,conflicts,hotspots`
+
+Values are validated and clamped to prevent invalid states.
+
+## Data Sources
+
+### News Feeds
+Aggregates **70+ RSS feeds** from major news outlets, government sources, and specialty publications with source-tier prioritization. Categories include world news, MENA, Africa, Latin America, Asia-Pacific, energy, technology, AI/ML, finance, government releases, defense/intel, think tanks, and international crisis organizations.
+
+### Geospatial Data
+- **Hotspots**: 30+ global intelligence hotspots with keyword correlation (including Sahel, Haiti, Horn of Africa)
+- **Conflicts**: 10+ active conflict zones with involved parties
+- **Military Bases**: 220+ installations from US, NATO, Russia, China, and allies
+- **Pipelines**: 88 operating oil/gas pipelines across all continents
+- **Undersea Cables**: 55 major submarine cable routes
+- **Nuclear**: 100+ power plants, weapons labs, enrichment facilities
+- **AI Infrastructure**: 111 major compute clusters (≥10k GPUs)
+- **Strategic Waterways**: 8 critical chokepoints
+- **Ports**: 61 strategic ports (container, oil/LNG, naval, chokepoint)
+
+### Live APIs
+- **USGS**: Earthquake feed (M4.5+ global)
+- **NASA EONET**: Natural events (storms, wildfires, volcanoes, floods)
+- **NWS**: Severe weather alerts (US)
+- **FAA**: Airport delays and ground stops
+- **Cloudflare Radar**: Internet outage detection
+- **AIS**: Real-time vessel positions
+- **ACLED/GDELT**: Protest and unrest events
+- **Yahoo Finance**: Stock quotes and indices
+- **CoinGecko**: Cryptocurrency prices
+- **FRED**: Federal Reserve economic data
+- **Polymarket**: Prediction market odds
+
+## Data Attribution
+
+This project uses data from the following sources. Please respect their terms of use.
+
+### Aircraft Tracking
+Data provided by [The OpenSky Network](https://opensky-network.org). If you use this data in publications, please cite:
+
+> Matthias Schäfer, Martin Strohmeier, Vincent Lenders, Ivan Martinovic and Matthias Wilhelm. "Bringing Up OpenSky: A Large-scale ADS-B Sensor Network for Research". In *Proceedings of the 13th IEEE/ACM International Symposium on Information Processing in Sensor Networks (IPSN)*, pages 83-94, April 2014.
+
+### Conflict & Protest Data
+- **ACLED**: Armed Conflict Location & Event Data. Source: [ACLED](https://acleddata.com). Data must be attributed per their [Attribution Policy](https://acleddata.com/attributionpolicy/).
+- **GDELT**: Global Database of Events, Language, and Tone. Source: [The GDELT Project](https://www.gdeltproject.org/).
+
+### Financial Data
+- **Stock Quotes**: Powered by [Finnhub](https://finnhub.io/) (primary), with [Yahoo Finance](https://finance.yahoo.com/) as backup for indices and commodities
+- **Cryptocurrency**: Powered by [CoinGecko API](https://www.coingecko.com/en/api)
+- **Economic Indicators**: Data from [FRED](https://fred.stlouisfed.org/), Federal Reserve Bank of St. Louis
+
+### Geophysical Data
+- **Earthquakes**: [U.S. Geological Survey](https://earthquake.usgs.gov/), ANSS Comprehensive Catalog
+- **Natural Events**: [NASA EONET](https://eonet.gsfc.nasa.gov/) - Earth Observatory Natural Event Tracker (storms, wildfires, volcanoes, floods)
+- **Weather Alerts**: [National Weather Service](https://www.weather.gov/) - Open data, free to use
+
+### Infrastructure & Transport
+- **Airport Delays**: [FAA Air Traffic Control System Command Center](https://www.fly.faa.gov/)
+- **Vessel Tracking**: [AISstream](https://aisstream.io/) real-time AIS data
+- **Internet Outages**: [Cloudflare Radar](https://radar.cloudflare.com/) (CC BY-NC 4.0)
+
+### Other Sources
+- **Prediction Markets**: [Polymarket](https://polymarket.com/)
+
+## Acknowledgments
+
+Original dashboard concept inspired by Reggie James ([@HipCityReg](https://x.com/HipCityReg/status/2009003048044220622)) - with thanks for the vision of a comprehensive situation awareness tool
+
+Special thanks to **Yanal at [Wingbits](https://wingbits.com)** for providing API access for aircraft enrichment data, enabling military aircraft classification and ownership tracking
+
+Thanks to **[@fai9al](https://github.com/fai9al)** for the inspiration and original PR that led to the Tech Monitor variant
+
+---
+
+## Limitations & Caveats
+
+This project is a **proof of concept** demonstrating what's possible with publicly available data. While functional, there are important limitations:
+
+### Data Completeness
+
+Some data sources require paid accounts for full access:
+- **ACLED**: Free tier has API restrictions; Research tier required for programmatic access
+- **OpenSky Network**: Rate-limited; commercial tiers offer higher quotas
+- **Satellite AIS**: Global coverage requires commercial providers (Spire, Kpler, etc.)
+
+The dashboard works with free tiers but may have gaps in coverage or update frequency.
+
+### AIS Coverage Bias
+
+The Ships layer uses terrestrial AIS receivers via [AISStream.io](https://aisstream.io). This creates a **geographic bias**:
+- **Strong coverage**: European waters, Atlantic, major ports
+- **Weak coverage**: Middle East, open ocean, remote regions
+
+Terrestrial receivers only detect vessels within ~50km of shore. Satellite AIS (commercial) provides true global coverage but is not included in this free implementation.
+
+### Blocked Data Sources
+
+Some publishers block requests from cloud providers (Vercel, Railway, AWS):
+- RSS feeds from certain outlets may fail with 403 errors
+- This is a common anti-bot measure, not a bug in the dashboard
+- Affected feeds are automatically disabled via circuit breakers
+
+The system degrades gracefully—blocked sources are skipped while others continue functioning.
+
+---
+
+## Roadmap
+
+See [ROADMAP.md](ROADMAP.md) for detailed planning. Recent intelligence enhancements:
+
+### Completed
+
+- ✅ **Focal Point Detection** - Intelligence synthesis correlating news entities with map signals
+- ✅ **AI-Powered Briefings** - Groq/OpenRouter/Browser ML fallback chain for summarization
+- ✅ **Military Surge Detection** - Alerts when multiple operators converge on regions
+- ✅ **News-Signal Correlation** - Surge alerts include related focal point context
+- ✅ **GDACS Integration** - UN disaster alert system for earthquakes, floods, cyclones, volcanoes
+- ✅ **WebGL Map (deck.gl)** - High-performance rendering for desktop users
+- ✅ **Browser ML Fallback** - ONNX Runtime for offline summarization capability
+- ✅ **Multi-Signal Geographic Convergence** - Alerts when 3+ data types converge on same region within 24h
+- ✅ **Country Instability Index (CII)** - Real-time composite risk score for 20 Tier-1 countries
+- ✅ **Infrastructure Cascade Visualization** - Dependency graph showing downstream effects of disruptions
+- ✅ **Strategic Risk Overview** - Unified alert system with cross-module correlation and deduplication
+- ✅ **GDELT Topic Intelligence** - Categorized feeds for military, cyber, nuclear, and sanctions topics
+- ✅ **OpenSky Authentication** - OAuth2 credentials for military aircraft tracking via relay
+- ✅ **Human-Readable Locations** - Convergence alerts show place names instead of coordinates
+- ✅ **Data Freshness Tracking** - Status panel shows enabled/disabled state for all feeds
+- ✅ **CII Scoring Bias Prevention** - Log scaling and conflict zone floors prevent news volume bias
+- ✅ **Alert Warmup Period** - Suppresses false positives on dashboard startup
+- ✅ **Significant Protest Filtering** - Map shows only riots and high-severity protests
+- ✅ **Intelligence Findings Detail Modal** - Click any alert for full context and component breakdown
+- ✅ **Build-Time Version Sync** - Header version auto-syncs with package.json
+- ✅ **Tech Monitor Variant** - Dedicated technology sector dashboard with startup ecosystems, cloud regions, and tech events
+- ✅ **Smart Marker Clustering** - Geographic grouping of nearby markers with click-to-expand popups
+- ✅ **Variant Switcher UI** - Compact orbital navigation between World Monitor and Tech Monitor
+- ✅ **CII Learning Mode** - 15-minute calibration period with visual progress indicator
+- ✅ **Regional Tech Coverage** - Verified tech HQ data for MENA, Europe, Asia-Pacific hubs
+- ✅ **Service Status Panel** - External service health monitoring (AI providers, cloud platforms)
+- ✅ **AI Strategic Posture Panel** - Theater-level force aggregation with strike capability assessment
+- ✅ **Server-Side Risk Score API** - Pre-computed CII and strategic risk scores with Redis caching
+- ✅ **Naval Vessel Classification** - Known vessel database with hull number matching and AIS type inference
+- ✅ **Strike Capability Detection** - Assessment of offensive force packages (tankers + AWACS + fighters)
+- ✅ **Theater Posture Thresholds** - Custom elevated/critical thresholds for each strategic theater
+
+### Planned
+
+**High Priority:**
+- **Temporal Anomaly Detection** - Flag activity unusual for time of day/week/year (e.g., "military flights 3x normal for Tuesday")
+- **Trade Route Risk Scoring** - Real-time supply chain vulnerability for major shipping routes (Asia→Europe, Middle East→Europe, etc.)
+
+**Medium Priority:**
+- **Historical Playback** - Review past dashboard states with timeline scrubbing
+- **Election Calendar Integration** - Auto-boost sensitivity 30 days before major elections
+- **Choropleth CII Map Layer** - Country-colored overlay showing instability scores
+
+**Future Enhancements:**
+- **Alert Webhooks** - Push critical alerts to Slack, Discord, email
+- **Custom Country Watchlists** - User-defined Tier-2 country monitoring
+- **Additional Data Sources** - World Bank, IMF, OFAC sanctions, UNHCR refugee data, FAO food security
+- **Think Tank Feeds** - RUSI, Chatham House, ECFR, CFR, Wilson Center, CNAS, Arms Control Association
+
+The full [ROADMAP.md](ROADMAP.md) documents implementation details, API endpoints, and 30+ free data sources for future integration.
+
+---
+
+## Design Philosophy
+
+**Information density over aesthetics.** Every pixel should convey signal. The dark interface minimizes eye strain during extended monitoring sessions. Panels are collapsible, draggable, and hideable—customize to show only what matters.
+
+**Authority matters.** Not all sources are equal. Wire services and official government channels are prioritized over aggregators and blogs. When multiple sources report the same story, the most authoritative source is displayed as primary.
+
+**Correlation over accumulation.** Raw news feeds are noise. The value is in clustering related stories, detecting velocity changes, and identifying cross-source patterns. A single "Broadcom +2.5% explained by AI chip news" signal is more valuable than showing both data points separately.
+
+**Signal, not noise.** Deduplication is aggressive. The same market move doesn't generate repeated alerts. Signals include confidence scores so you can prioritize attention. Alert fatigue is the enemy of situational awareness.
+
+**Knowledge-first matching.** Simple keyword matching produces false positives. The entity knowledge base understands that AVGO is Broadcom, that Broadcom competes with Nvidia, and that both are in semiconductors. This semantic layer transforms naive string matching into intelligent correlation.
+
+**Fail gracefully.** External APIs are unreliable. Circuit breakers prevent cascading failures. Cached data displays during outages. The status panel shows exactly what's working and what isn't—no silent failures.
+
+**Local-first.** No accounts, no cloud sync. All preferences and history stored locally. The only network traffic is fetching public data. Your monitoring configuration is yours alone.
+
+**Compute where it matters.** CPU-intensive operations (clustering, correlation) run in Web Workers to keep the UI responsive. The main thread handles only rendering and user interaction.
+
+---
+
+## System Architecture
+
+### Data Flow Overview
+
+```
+                                    ┌─────────────────────────────────┐
+                                    │     External Data Sources       │
+                                    │  RSS Feeds, APIs, WebSockets    │
+                                    └─────────────┬───────────────────┘
+                                                  │
+                         ┌────────────────────────┼────────────────────────┐
+                         │                        │                        │
+                         ▼                        ▼                        ▼
+               ┌─────────────────┐    ┌─────────────────┐    ┌─────────────────┐
+               │   RSS Parser    │    │    API Client   │    │  WebSocket Hub  │
+               │  (News Feeds)   │    │ (USGS, FAA...)  │    │ (AIS, Markets)  │
+               └────────┬────────┘    └────────┬────────┘    └────────┬────────┘
+                        │                      │                      │
+                        └──────────────────────┼──────────────────────┘
+                                               │
+                                               ▼
+                             ┌─────────────────────────────────┐
+                             │      Circuit Breakers           │
+                             │  (Rate Limiting, Retry Logic)   │
+                             └─────────────┬───────────────────┘
+                                           │
+                         ┌─────────────────┼─────────────────┐
+                         │                 │                 │
+                         ▼                 ▼                 ▼
+               ┌─────────────────┐ ┌─────────────────┐ ┌─────────────────┐
+               │  Data Freshness │ │  Search Index   │ │   Web Worker    │
+               │    Tracker      │ │  (Searchables)  │ │  (Clustering)   │
+               └────────┬────────┘ └────────┬────────┘ └────────┬────────┘
+                        │                   │                   │
+                        └───────────────────┼───────────────────┘
+                                            │
+                                            ▼
+                             ┌─────────────────────────────────┐
+                             │         App State               │
+                             │  (Map, Panels, Intelligence)    │
+                             └─────────────┬───────────────────┘
+                                           │
+                                           ▼
+                             ┌─────────────────────────────────┐
+                             │      Rendering Pipeline         │
+                             │  D3.js Map + React-like Panels  │
+                             └─────────────────────────────────┘
+```
+
+### Update Cycles
+
+Different data types refresh at different intervals based on volatility and API limits:
+
+| Data Type | Refresh Interval | Rationale |
+|-----------|------------------|-----------|
+| **News Feeds** | 3 minutes | Balance between freshness and API politeness |
+| **Market Data** | 60 seconds | Real-time awareness with rate limit constraints |
+| **Military Tracking** | 30 seconds | High-priority for situational awareness |
+| **Weather Alerts** | 5 minutes | NWS update frequency |
+| **Earthquakes** | 5 minutes | USGS update cadence |
+| **Internet Outages** | 5 minutes | Cloudflare Radar update frequency |
+| **AIS Vessels** | Real-time | WebSocket streaming |
+
+### Error Handling Strategy
+
+The system implements defense-in-depth for external service failures:
+
+**Circuit Breakers**
+- Each external service has an independent circuit breaker
+- After 3 consecutive failures, the circuit opens for 60 seconds
+- Partial failures don't cascade to other services
+- Status panel shows exact failure states
+
+**Graceful Degradation**
+- Stale cached data displays during outages (with timestamp warning)
+- Failed services are automatically retried on next cycle
+- Critical data (news, markets) has backup sources
+
+**User Feedback**
+- Real-time status indicators in the header
+- Specific error messages in the status panel
+- No silent failures—every data source state is visible
+
+### Build-Time Optimization
+
+The project uses Vite for optimal production builds:
+
+**Code Splitting**
+- Web Worker code is bundled separately
+- Config files (tech-geo.ts, pipelines.ts) are tree-shaken
+- Lazy-loaded panels reduce initial bundle size
+
+**Variant Builds**
+- `npm run build` - Standard geopolitical dashboard
+- `npm run build:tech` - Tech sector variant with different defaults
+- Both share the same codebase, configured via environment variables
+
+**Asset Optimization**
+- TopoJSON geography data is pre-compressed
+- Static config data is inlined at build time
+- CSS is minified and autoprefixed
+
+### Security Considerations
+
+**Client-Side Security**
+- All user input is sanitized via `escapeHtml()` before rendering
+- URLs are validated via `sanitizeUrl()` before href assignment
+- No `innerHTML` with user-controllable content
+
+**API Security**
+- Sensitive API keys are stored server-side only
+- Proxy functions validate and sanitize parameters
+- Geographic coordinates are clamped to valid ranges
+
+**Privacy**
+- No user accounts or cloud storage
+- All preferences stored in localStorage
+- No telemetry beyond basic Vercel analytics (page views only)
+
+---
+
+## Contributing
+
+Contributions are welcome! Whether you're fixing bugs, adding features, improving documentation, or suggesting ideas, your help makes this project better.
+
+### Getting Started
+
+1. **Fork the repository** on GitHub
+2. **Clone your fork** locally:
+   ```bash
+   git clone https://github.com/YOUR_USERNAME/worldmonitor.git
+   cd worldmonitor
+   ```
+3. **Install dependencies**:
+   ```bash
+   npm install
+   ```
+4. **Create a feature branch**:
+   ```bash
+   git checkout -b feature/your-feature-name
+   ```
+5. **Start the development server**:
+   ```bash
+   npm run dev
+   ```
+
+### Code Style & Conventions
+
+This project follows specific patterns to maintain consistency:
+
+**TypeScript**
+- Strict type checking enabled—avoid `any` where possible
+- Use interfaces for data structures, types for unions
+- Prefer `const` over `let`, never use `var`
+
+**Architecture**
+- Services (`src/services/`) handle data fetching and business logic
+- Components (`src/components/`) handle UI rendering
+- Config (`src/config/`) contains static data and constants
+- Utils (`src/utils/`) contain shared helper functions
+
+**Security**
+- Always use `escapeHtml()` when rendering user-controlled or external data
+- Use `sanitizeUrl()` for any URLs from external sources
+- Validate and clamp parameters in API proxy endpoints
+
+**Performance**
+- Expensive computations should run in the Web Worker
+- Use virtual scrolling for lists with 50+ items
+- Implement circuit breakers for external API calls
+
+**No Comments Policy**
+- Code should be self-documenting through clear naming
+- Only add comments for non-obvious algorithms or workarounds
+- Never commit commented-out code
+
+### Submitting a Pull Request
+
+1. **Ensure your code builds**:
+   ```bash
+   npm run build
+   ```
+
+2. **Test your changes** manually in the browser
+
+3. **Write a clear commit message**:
+   ```
+   Add earthquake magnitude filtering to map layer
+
+   - Adds slider control to filter by minimum magnitude
+   - Persists preference to localStorage
+   - Updates URL state for shareable links
+   ```
+
+4. **Push to your fork**:
+   ```bash
+   git push origin feature/your-feature-name
+   ```
+
+5. **Open a Pull Request** with:
+   - A clear title describing the change
+   - Description of what the PR does and why
+   - Screenshots for UI changes
+   - Any breaking changes or migration notes
+
+### What Makes a Good PR
+
+| Do | Don't |
+|----|-------|
+| Focus on one feature or fix | Bundle unrelated changes |
+| Follow existing code patterns | Introduce new frameworks without discussion |
+| Keep changes minimal and targeted | Refactor surrounding code unnecessarily |
+| Update README if adding features | Add features without documentation |
+| Test edge cases | Assume happy path only |
+
+### Types of Contributions
+
+**🐛 Bug Fixes**
+- Found something broken? Fix it and submit a PR
+- Include steps to reproduce in the PR description
+
+**✨ New Features**
+- New data layers (with public API sources)
+- UI/UX improvements
+- Performance optimizations
+- New signal detection algorithms
+
+**📊 Data Sources**
+- Additional RSS feeds for news aggregation
+- New geospatial datasets (bases, infrastructure, etc.)
+- Alternative APIs for existing data
+
+**📝 Documentation**
+- Clarify existing documentation
+- Add examples and use cases
+- Fix typos and improve readability
+
+**🔒 Security**
+- Report vulnerabilities via GitHub Issues (non-critical) or email (critical)
+- XSS prevention improvements
+- Input validation enhancements
+
+### Review Process
+
+1. **Automated checks** run on PR submission
+2. **Maintainer review** within a few days
+3. **Feedback addressed** through commits to the same branch
+4. **Merge** once approved
+
+PRs that don't follow the code style or introduce security issues will be asked to revise.
+
+### Development Tips
+
+**Adding a New Data Layer**
+
+1. Create service in `src/services/` for data fetching
+2. Add layer toggle in `src/components/Map.ts`
+3. Add rendering logic for map markers/overlays
+4. Add to help panel documentation
+5. Update README with layer description
+
+**Adding a New API Proxy**
+
+1. Create handler in `api/` directory
+2. Implement input validation (see existing proxies)
+3. Add appropriate cache headers
+4. Document any required environment variables
+
+**Debugging**
+
+- Browser DevTools → Network tab for API issues
+- Console logs prefixed with `[ServiceName]` for easy filtering
+- Circuit breaker status visible in browser console
+
+---
+
+## License
+
+MIT
+
+## Author
+
+**Elie Habib**
+
+---
+
+*Built for situational awareness and open-source intelligence gathering.*
diff --git a/docs/RELEASE_PACKAGING.md b/docs/RELEASE_PACKAGING.md
new file mode 100644
index 000000000..f9f793124
--- /dev/null
+++ b/docs/RELEASE_PACKAGING.md
@@ -0,0 +1,226 @@
+# Desktop Release Packaging Guide (Local, Reproducible)
+
+This guide provides reproducible local packaging steps for both desktop variants:
+
+- **full** → `World Monitor`
+- **tech** → `Tech Monitor`
+
+Variant identity is controlled by Tauri config:
+
+- full: `src-tauri/tauri.conf.json`
+- tech: `src-tauri/tauri.tech.conf.json`
+
+## Prerequisites
+
+- Node.js + npm
+- Rust toolchain
+- OS-native Tauri build prerequisites:
+  - macOS: Xcode command-line tools
+  - Windows: Visual Studio Build Tools + NSIS + WiX
+
+Install dependencies (this also installs the pinned Tauri CLI used by desktop scripts):
+
+```bash
+npm ci
+```
+
+All desktop scripts call the local `tauri` binary from `node_modules/.bin`; no runtime `npx` package download is required after `npm ci`.
+If the local CLI is missing, `scripts/desktop-package.mjs` now fails fast with an explicit `npm ci` remediation message.
+
+## Network preflight and remediation
+
+Before running desktop packaging in CI or managed networks, verify connectivity and proxy config:
+
+```bash
+npm ping
+curl -I https://index.crates.io/
+env | grep -E '^(HTTP_PROXY|HTTPS_PROXY|NO_PROXY)='
+```
+
+If these fail, use one of the supported remediations:
+
+- Internal npm mirror/proxy.
+- Internal Cargo sparse index/registry mirror.
+- Pre-vendored Rust crates (`src-tauri/vendor/`) + Cargo offline mode.
+- CI artifact/caching strategy that restores required package inputs before build.
+
+See `docs/TAURI_VALIDATION_REPORT.md` for failure classification labels and troubleshooting flow.
+
+## Packaging commands
+
+To view script usage/help:
+
+```bash
+npm run desktop:package -- --help
+```
+
+### macOS (`.app` + `.dmg`)
+
+```bash
+npm run desktop:package:macos:full
+npm run desktop:package:macos:tech
+# or generic runner
+npm run desktop:package -- --os macos --variant full
+```
+
+### Windows (`.exe` + `.msi`)
+
+```bash
+npm run desktop:package:windows:full
+npm run desktop:package:windows:tech
+# or generic runner
+npm run desktop:package -- --os windows --variant tech
+```
+
+Bundler targets are pinned in both Tauri configs and enforced by packaging scripts:
+
+- macOS: `app,dmg`
+- Windows: `nsis,msi`
+
+
+## Rust dependency modes (online vs restricted network)
+
+From `src-tauri/`, the project supports two packaging paths:
+
+### 1) Standard online build (default)
+
+Use normal Cargo behavior (crates.io):
+
+```bash
+cd src-tauri
+cargo generate-lockfile
+cargo tauri build --config tauri.conf.json
+```
+
+### 2) Restricted-network build (pre-vendored or internal mirror)
+
+An optional vendored source is defined in `src-tauri/.cargo/config.toml`. To use it, first prepare vendored crates on a machine that has registry access:
+
+```bash
+# from repository root
+cargo vendor --manifest-path src-tauri/Cargo.toml src-tauri/vendor
+```
+
+Then enable offline mode using either method:
+
+- One-off CLI override (no file changes):
+
+```bash
+cd src-tauri
+cargo generate-lockfile --offline --config 'source.crates-io.replace-with="vendored-sources"'
+cargo tauri build --offline --config 'source.crates-io.replace-with="vendored-sources"' --config tauri.conf.json
+```
+
+- Local override file (recommended for CI/repeatable offline jobs):
+
+```bash
+cp src-tauri/.cargo/config.local.toml.example src-tauri/.cargo/config.local.toml
+cd src-tauri
+cargo generate-lockfile --offline
+cargo tauri build --offline --config tauri.conf.json
+```
+
+For CI or internal mirrors, publish `src-tauri/vendor/` as an artifact and restore it before the restricted-network build. If your organization uses an internal crates mirror instead of vendoring, point `source.crates-io.replace-with` to that mirror in CI-specific Cargo config and run the same build commands.
+
+## Optional signing/notarization hooks
+
+Unsigned packaging works by default.
+
+If signing credentials are present in environment variables, Tauri will sign/notarize automatically during the same packaging commands.
+
+### macOS Apple Developer signing + notarization
+
+Set before packaging (Developer ID signature):
+
+```bash
+export TAURI_BUNDLE_MACOS_SIGNING_IDENTITY="Developer ID Application: Your Company (TEAMID)"
+export TAURI_BUNDLE_MACOS_PROVIDER_SHORT_NAME="TEAMID"
+# optional alternate key accepted by Tauri tooling:
+export APPLE_SIGNING_IDENTITY="Developer ID Application: Your Company (TEAMID)"
+```
+
+For notarization, choose one auth method:
+
+```bash
+# Apple ID + app-specific password
+export APPLE_ID="you@example.com"
+export APPLE_PASSWORD="app-specific-password"
+export APPLE_TEAM_ID="TEAMID"
+
+# OR App Store Connect API key
+export APPLE_API_KEY="ABC123DEFG"
+export APPLE_API_ISSUER="00000000-0000-0000-0000-000000000000"
+export APPLE_API_KEY_PATH="$HOME/.keys/AuthKey_ABC123DEFG.p8"
+```
+
+Then run either standard or explicit sign script aliases:
+
+```bash
+npm run desktop:package:macos:full
+# or
+npm run desktop:package:macos:full:sign
+```
+
+### Windows Authenticode signing
+
+Set before packaging (PowerShell):
+
+```powershell
+$env:TAURI_BUNDLE_WINDOWS_CERTIFICATE_THUMBPRINT="<CERT_THUMBPRINT>"
+$env:TAURI_BUNDLE_WINDOWS_TIMESTAMP_URL="https://timestamp.digicert.com"
+# optional: if using cert file + password instead of cert store
+$env:TAURI_BUNDLE_WINDOWS_CERTIFICATE="C:\path\to\codesign.pfx"
+$env:TAURI_BUNDLE_WINDOWS_CERTIFICATE_PASSWORD="<PFX_PASSWORD>"
+```
+
+Then run either standard or explicit sign script aliases:
+
+```powershell
+npm run desktop:package:windows:full
+# or
+npm run desktop:package:windows:full:sign
+```
+
+## Variant-aware outputs (names/icons)
+
+- Full variant: `World Monitor` / `world-monitor`
+- Tech variant: `Tech Monitor` / `tech-monitor`
+
+Distinct names are configured in Tauri:
+
+- `src-tauri/tauri.conf.json` → `World Monitor` / `world-monitor`
+- `src-tauri/tauri.tech.conf.json` → `Tech Monitor` / `tech-monitor`
+
+If you want variant-specific icons, set `bundle.icon` separately in each config and point each variant to dedicated icon assets.
+
+## Output locations
+
+Artifacts are produced under:
+
+```text
+src-tauri/target/release/bundle/
+```
+
+Common subfolders:
+
+- `app/` → macOS `.app`
+- `dmg/` → macOS `.dmg`
+- `nsis/` → Windows `.exe` installer
+- `msi/` → Windows `.msi` installer
+
+## Release checklist (clean machine)
+
+1. Build required OS + variant package(s).
+2. Move artifacts to a clean machine (or fresh VM).
+3. Install/launch:
+   - macOS: mount `.dmg`, drag app to Applications, launch.
+   - Windows: run `.exe` or `.msi`, launch from Start menu.
+4. Validate startup:
+   - App window opens without crash.
+   - Map view renders.
+   - Initial data loading path does not fatal-error.
+5. Validate variant identity:
+   - Window title and product name match expected variant.
+6. If signing was enabled:
+   - Verify code-signing metadata in OS dialogs/properties.
+   - Verify notarization/Gatekeeper acceptance on macOS.
diff --git a/docs/TAURI_VALIDATION_REPORT.md b/docs/TAURI_VALIDATION_REPORT.md
new file mode 100644
index 000000000..c32eb72fe
--- /dev/null
+++ b/docs/TAURI_VALIDATION_REPORT.md
@@ -0,0 +1,66 @@
+# Tauri Validation Report
+
+## Scope
+Validated desktop build readiness for the World Monitor Tauri app by checking frontend compilation, TypeScript integrity, and Tauri/Rust build execution.
+
+## Preflight checks before desktop validation
+
+Run these checks first so failures are classified quickly:
+
+1. npm registry reachability
+   - `npm ping`
+2. crates.io sparse index reachability
+   - `curl -I https://index.crates.io/`
+3. proxy configuration present when required by your network
+   - `env | grep -E '^(HTTP_PROXY|HTTPS_PROXY|NO_PROXY)='`
+
+If any of these checks fail, treat downstream desktop build failures as environment-level until the network path is fixed.
+
+## Commands run
+
+1. `npm ci` — failed because the environment blocks downloading the pinned `@tauri-apps/cli` package from npm (`403 Forbidden`).
+2. `npm run typecheck` — succeeded.
+3. `npm run build:full` — succeeded (warnings only).
+4. `npm run desktop:build:full` — not runnable in this environment because `npm ci` failed, so the local `tauri` binary was unavailable (desktop scripts now fail fast with a clear `npm ci` remediation message when this occurs).
+5. `cargo check` (from `src-tauri/`) — failed because the environment blocks downloading crates from `https://index.crates.io` (`403 CONNECT tunnel failed`).
+
+## Assessment
+- The web app portion compiles successfully.
+- Full Tauri desktop validation in this run is blocked by an **external environment outage/restriction** (registry access denied with HTTP 403).
+- No code/runtime defects were observed in project sources during this validation pass.
+
+## Failure classification for future QA
+
+Use these labels in future reports so outcomes are actionable:
+
+1. **External environment outage**
+   - Symptoms: npm/crates registry requests fail with transport/auth/network errors (403/5xx/timeout/DNS/proxy), independent of repository state.
+   - Action: retry in a healthy network or fix credentials/proxy/mirror availability.
+
+2. **Expected failure: offline mode not provisioned**
+   - Symptoms: build is intentionally run without internet, but required offline inputs are missing (for Rust: no `vendor/` artifact, no internal mirror mapping, or offline override not enabled; for JS: no prepared package cache).
+   - Action: provision offline artifacts/mirror config first, enable offline override (`config.local.toml` or CLI `--config`), then rerun.
+
+## Next action to validate desktop end-to-end
+Choose one supported path:
+
+- Online path:
+  - `npm ci`
+  - `npm run desktop:build:full`
+
+- Restricted-network path:
+  - Restore prebuilt offline artifacts (including `src-tauri/vendor/` or internal mirror mapping).
+  - Run Cargo with `source.crates-io.replace-with` mapped to vendored/internal source and `--offline` where applicable.
+
+After `npm ci`, desktop build uses the local `tauri` binary and does not rely on runtime `npx` package retrieval.
+
+## Remediation options for restricted environments
+
+If preflight fails, use one of these approved remediations:
+
+- Configure an internal npm mirror/proxy for Node packages.
+- Configure an internal Cargo registry/sparse index mirror for Rust crates.
+- Pre-vendor Rust crates (`src-tauri/vendor/`) and run Cargo in offline mode.
+- Use CI runners that restore package/cache artifacts from a trusted internal store before builds.
+
+For release packaging details, see `docs/RELEASE_PACKAGING.md` (section: **Network preflight and remediation**).
diff --git a/docs/local-backend-audit.md b/docs/local-backend-audit.md
new file mode 100644
index 000000000..b61cc0912
--- /dev/null
+++ b/docs/local-backend-audit.md
@@ -0,0 +1,44 @@
+# Local backend parity matrix (desktop sidecar)
+
+This matrix tracks desktop parity by mapping `src/services/*.ts` consumers to `api/*.js` handlers and classifying each feature as:
+
+- **Fully local**: works from desktop sidecar without user credentials.
+- **Requires user-provided API key**: local endpoint exists, but capability depends on configured secrets.
+- **Requires cloud fallback**: sidecar exists, but operational behavior depends on a cloud relay path.
+
+## Priority closure order
+
+1. **Priority 1 (core panels + map):** LiveNewsPanel, MonitorPanel, StrategicRiskPanel, critical map layers.
+2. **Priority 2 (intelligence continuity):** summaries and market panel.
+3. **Priority 3 (enhancements):** enrichment and relay-dependent tracking extras.
+
+## Feature parity matrix
+
+| Priority | Feature / Panel | Service source(s) (`src/services/*.ts`) | API route(s) | API handler(s) (`api/*.js`) | Classification | Closure status |
+|---|---|---|---|---|---|---|
+| P1 | LiveNewsPanel | `src/services/live-news.ts` | `/api/youtube/live` | `api/youtube/live.js` | Fully local | ✅ Local endpoint available; channel-level video fallback already implemented. |
+| P1 | MonitorPanel | _None (panel-local keyword matching)_ | _None_ | _None_ | Fully local | ✅ Client-side only (no backend dependency). |
+| P1 | StrategicRiskPanel cached overlays | `src/services/cached-risk-scores.ts` | `/api/risk-scores` | `api/risk-scores.js` | Requires user-provided API key | ✅ Explicit fallback: panel continues with local aggregate scoring when cache feed is unavailable. |
+| P1 | Map layers (conflicts, outages, AIS, military flights) | `src/services/conflicts.ts`, `src/services/outages.ts`, `src/services/ais.ts`, `src/services/military-flights.ts` | `/api/acled-conflict`, `/api/cloudflare-outages`, `/api/ais-snapshot`, `/api/opensky` | `api/acled-conflict.js`, `api/cloudflare-outages.js`, `api/ais-snapshot.js`, `api/opensky.js` | Requires user-provided API key | ✅ Explicit fallback: unavailable feeds are disabled while map rendering remains active for local/static layers. |
+| P2 | Summaries | `src/services/summarization.ts` | `/api/groq-summarize`, `/api/openrouter-summarize` | `api/groq-summarize.js`, `api/openrouter-summarize.js` | Requires user-provided API key | ✅ Explicit fallback chain: Groq → OpenRouter → browser model. |
+| P2 | MarketPanel | `src/services/markets.ts`, `src/services/polymarket.ts` | `/api/coingecko`, `/api/polymarket`, `/api/finnhub`, `/api/yahoo-finance` | `api/coingecko.js`, `api/polymarket.js`, `api/finnhub.js`, `api/yahoo-finance.js` | Fully local | ✅ Multi-provider and cache-aware fetch behavior maintained in sidecar mode. |
+| P3 | Flight enrichment | `src/services/wingbits.ts` | `/api/wingbits` | `api/wingbits/[[...path]].js` | Requires user-provided API key | ✅ Explicit fallback: heuristic-only classification mode. |
+| P3 | OpenSky relay fallback path | `src/services/military-flights.ts` | `/api/opensky` | `api/opensky.js` | Requires cloud fallback | ✅ Relay fallback documented; no hard failure when relay is unavailable. |
+
+## Non-parity closure actions completed
+
+- Added **desktop readiness + non-parity fallback visibility** in `ServiceStatusPanel` so operators can see acceptance status and per-feature fallback behavior in desktop runtime.
+- Kept local-sidecar strategy as the default path: desktop sidecar executes `api/*.js` handlers locally and only uses cloud fallback when handler execution or relay path fails.
+
+## Desktop-ready acceptance criteria
+
+A desktop build is considered **ready** when all checks below are green:
+
+1. **Startup:** app launches and local sidecar health reports enabled.
+2. **Map rendering:** map loads with local/static layers even when optional feeds are unavailable.
+3. **Core intelligence panels:** LiveNewsPanel, MonitorPanel, StrategicRiskPanel render without fatal errors.
+4. **Summaries:** at least one summary path works (provider-backed or browser fallback).
+5. **Market panel:** panel renders and returns data from at least one market provider.
+6. **Live tracking:** at least one live mode (AIS or OpenSky) is available.
+
+These checks are now surfaced in the Service Status UI as “Desktop readiness”.
diff --git a/e2e/keyword-spike-flow.spec.ts b/e2e/keyword-spike-flow.spec.ts
new file mode 100644
index 000000000..abdb5210b
--- /dev/null
+++ b/e2e/keyword-spike-flow.spec.ts
@@ -0,0 +1,107 @@
+import { expect, test } from '@playwright/test';
+
+test.describe('keyword spike modal/badge flow', () => {
+  test('injects synthetic headlines and renders keyword_spike end-to-end', async ({ page }) => {
+    await page.goto('/tests/runtime-harness.html');
+
+    const setup = await page.evaluate(async () => {
+      const { SignalModal } = await import('/src/components/SignalModal.ts');
+      const { IntelligenceGapBadge } = await import('/src/components/IntelligenceGapBadge.ts');
+      const trending = await import('/src/services/trending-keywords.ts');
+      const correlation = await import('/src/services/correlation.ts');
+
+      const previousConfig = trending.getTrendingConfig();
+      const headerRight = document.createElement('div');
+      headerRight.className = 'header-right';
+      document.body.appendChild(headerRight);
+
+      const modal = new SignalModal();
+      const badge = new IntelligenceGapBadge();
+      badge.setOnSignalClick((signal) => modal.showSignal(signal));
+
+      trending.updateTrendingConfig({
+        blockedTerms: [],
+        minSpikeCount: 5,
+        spikeMultiplier: 3,
+        autoSummarize: false,
+      });
+
+      const now = new Date();
+      const headlines = [
+        { source: 'Reuters', title: 'Iran sanctions pressure rises amid talks', link: 'https://example.com/reuters/1' },
+        { source: 'AP', title: 'Iran sanctions debate intensifies in Washington', link: 'https://example.com/ap/1' },
+        { source: 'BBC', title: 'Iran sanctions trigger fresh market concerns', link: 'https://example.com/bbc/1' },
+        { source: 'Reuters', title: 'Iran sanctions package draws regional response', link: 'https://example.com/reuters/2' },
+        { source: 'AP', title: 'Iran sanctions proposal gains momentum', link: 'https://example.com/ap/2' },
+        { source: 'BBC', title: 'Iran sanctions timeline shortens after warnings', link: 'https://example.com/bbc/2' },
+      ].map(item => ({
+        ...item,
+        pubDate: now,
+      }));
+
+      trending.ingestHeadlines(headlines);
+
+      let spikes = trending.drainTrendingSignals();
+      for (let i = 0; i < 20 && spikes.length === 0; i += 1) {
+        await new Promise(resolve => setTimeout(resolve, 50));
+        spikes = trending.drainTrendingSignals();
+      }
+
+      if (spikes.length === 0) {
+        badge.destroy();
+        modal.getElement().remove();
+        trending.updateTrendingConfig(previousConfig);
+        return { ok: false, reason: 'No keyword spikes emitted from synthetic data' };
+      }
+
+      correlation.addToSignalHistory(spikes);
+      badge.update();
+
+      // Keep refs alive for user interactions in the test.
+      (window as unknown as Record<string, unknown>).__keywordSpikeTest = {
+        badge,
+        modal,
+        previousConfig,
+      };
+
+      return {
+        ok: true,
+        spikeType: spikes[0]?.type,
+        title: spikes[0]?.title ?? '',
+        badgeCount: (document.querySelector('.findings-count') as HTMLElement | null)?.textContent ?? '0',
+      };
+    });
+
+    expect(setup.ok).toBe(true);
+    expect(setup.spikeType).toBe('keyword_spike');
+    expect(Number(setup.badgeCount)).toBeGreaterThan(0);
+
+    await page.click('.intel-findings-badge');
+    const finding = page.locator('.finding-item').first();
+    await expect(finding).toBeVisible();
+    await expect(finding).toContainText('Trending');
+
+    await finding.click();
+    await expect(page.locator('.signal-modal-overlay.active')).toBeVisible();
+    await expect(page.locator('.signal-item .signal-type').first()).toContainText('Keyword Spike');
+    await expect(page.locator('.suppress-keyword-btn').first()).toBeVisible();
+
+    await page.evaluate(async () => {
+      const trending = await import('/src/services/trending-keywords.ts');
+      const store = (window as unknown as Record<string, unknown>).__keywordSpikeTest as
+        | {
+            badge?: { destroy?: () => void };
+            modal?: { getElement?: () => HTMLElement };
+            previousConfig?: Parameters<typeof trending.updateTrendingConfig>[0];
+          }
+        | undefined;
+
+      store?.badge?.destroy?.();
+      store?.modal?.getElement?.()?.remove();
+      if (store?.previousConfig) {
+        trending.updateTrendingConfig(store.previousConfig);
+      }
+      delete (window as unknown as Record<string, unknown>).__keywordSpikeTest;
+    });
+  });
+});
diff --git a/e2e/map-harness.spec.ts b/e2e/map-harness.spec.ts
new file mode 100644
index 000000000..adef91c88
--- /dev/null
+++ b/e2e/map-harness.spec.ts
@@ -0,0 +1,635 @@
+import { expect, test } from '@playwright/test';
+
+type LayerSnapshot = { id: string; dataCount: number };
+type OverlaySnapshot = {
+  protestMarkers: number;
+  datacenterMarkers: number;
+  techEventMarkers: number;
+  techHQMarkers: number;
+  hotspotMarkers: number;
+};
+
+type VisualScenarioSummary = {
+  id: string;
+  variant: 'both' | 'full' | 'tech';
+};
+
+type HarnessWindow = Window & {
+  __mapHarness?: {
+    ready: boolean;
+    variant: 'full' | 'tech';
+    seedAllDynamicData: () => void;
+    setProtestsScenario: (scenario: 'alpha' | 'beta') => void;
+    setPulseProtestsScenario: (
+      scenario:
+        | 'none'
+        | 'recent-acled-riot'
+        | 'recent-gdelt-riot'
+        | 'recent-protest'
+    ) => void;
+    setNewsPulseScenario: (scenario: 'none' | 'recent' | 'stale') => void;
+    setHotspotActivityScenario: (scenario: 'none' | 'breaking') => void;
+    forcePulseStartupElapsed: () => void;
+    resetPulseStartupTime: () => void;
+    isPulseAnimationRunning: () => boolean;
+    setZoom: (zoom: number) => void;
+    setLayersForSnapshot: (enabledLayers: string[]) => void;
+    setCamera: (camera: { lon: number; lat: number; zoom: number }) => void;
+    enableDeterministicVisualMode: () => void;
+    getVisualScenarios: () => VisualScenarioSummary[];
+    prepareVisualScenario: (scenarioId: string) => boolean;
+    isVisualScenarioReady: (scenarioId: string) => boolean;
+    getDeckLayerSnapshot: () => LayerSnapshot[];
+    getOverlaySnapshot: () => OverlaySnapshot;
+    getCyberTooltipHtml: (indicator: string) => string;
+    getClusterStateSize: () => number;
+  };
+};
+
+const EXPECTED_FULL_DECK_LAYERS = [
+  'cables-layer',
+  'pipelines-layer',
+  'conflict-zones-layer',
+  'bases-layer',
+  'nuclear-layer',
+  'irradiators-layer',
+  'spaceports-layer',
+  'hotspots-layer',
+  'datacenters-layer',
+  'earthquakes-layer',
+  'natural-events-layer',
+  'fires-layer',
+  'weather-layer',
+  'outages-layer',
+  'cyber-threats-layer',
+  'ais-density-layer',
+  'ais-disruptions-layer',
+  'ports-layer',
+  'cable-advisories-layer',
+  'repair-ships-layer',
+  'flight-delays-layer',
+  'military-vessels-layer',
+  'military-vessel-clusters-layer',
+  'military-flights-layer',
+  'military-flight-clusters-layer',
+  'waterways-layer',
+  'economic-centers-layer',
+  'minerals-layer',
+  'apt-groups-layer',
+  'news-locations-layer',
+];
+
+const EXPECTED_TECH_DECK_LAYERS = [
+  'cables-layer',
+  'pipelines-layer',
+  'conflict-zones-layer',
+  'bases-layer',
+  'nuclear-layer',
+  'irradiators-layer',
+  'spaceports-layer',
+  'hotspots-layer',
+  'datacenters-layer',
+  'earthquakes-layer',
+  'natural-events-layer',
+  'fires-layer',
+  'weather-layer',
+  'outages-layer',
+  'cyber-threats-layer',
+  'ais-density-layer',
+  'ais-disruptions-layer',
+  'ports-layer',
+  'cable-advisories-layer',
+  'repair-ships-layer',
+  'flight-delays-layer',
+  'military-vessels-layer',
+  'military-vessel-clusters-layer',
+  'military-flights-layer',
+  'military-flight-clusters-layer',
+  'waterways-layer',
+  'economic-centers-layer',
+  'minerals-layer',
+  'startup-hubs-layer',
+  'accelerators-layer',
+  'cloud-regions-layer',
+  'news-locations-layer',
+];
+
+const waitForHarnessReady = async (
+  page: import('@playwright/test').Page
+): Promise<void> => {
+  await page.goto('/tests/map-harness.html');
+  await expect(page.locator('.deckgl-map-wrapper')).toBeVisible();
+  await expect
+    .poll(async () => {
+      return await page.evaluate(() => {
+        const w = window as HarnessWindow;
+        return Boolean(w.__mapHarness?.ready);
+      });
+    }, { timeout: 30000 })
+    .toBe(true);
+};
+
+const getMarkerInlineTransform = async (
+  page: import('@playwright/test').Page,
+  selector: string
+): Promise<string | null> => {
+  return await page.evaluate((sel) => {
+    const el = document.querySelector(sel) as HTMLElement | null;
+    return el?.style.transform ?? null;
+  }, selector);
+};
+
+const prepareVisualScenario = async (
+  page: import('@playwright/test').Page,
+  scenarioId: string
+): Promise<void> => {
+  const prepared = await page.evaluate((id) => {
+    const w = window as HarnessWindow;
+    return w.__mapHarness?.prepareVisualScenario(id) ?? false;
+  }, scenarioId);
+
+  expect(prepared).toBe(true);
+
+  await expect
+    .poll(async () => {
+      return await page.evaluate((id) => {
+        const w = window as HarnessWindow;
+        return w.__mapHarness?.isVisualScenarioReady(id) ?? false;
+      }, scenarioId);
+    }, { timeout: 20000 })
+    .toBe(true);
+
+  await page.waitForTimeout(250);
+};
+
+test.describe('DeckGL map harness', () => {
+  test('serves requested runtime variant for this test run', async ({ page }) => {
+    await waitForHarnessReady(page);
+
+    const runtimeVariant = await page.evaluate(() => {
+      const w = window as HarnessWindow;
+      return w.__mapHarness?.variant ?? 'full';
+    });
+
+    const expectedVariant = process.env.VITE_VARIANT === 'tech' ? 'tech' : 'full';
+    expect(runtimeVariant).toBe(expectedVariant);
+  });
+
+  test('boots without deck assertions or unhandled runtime errors', async ({
+    page,
+  }) => {
+    const pageErrors: string[] = [];
+    const deckAssertionErrors: string[] = [];
+    const ignorablePageErrorPatterns = [/could not compile fragment shader/i];
+
+    page.on('pageerror', (error) => {
+      pageErrors.push(error.message);
+    });
+
+    page.on('console', (msg) => {
+      if (msg.type() !== 'error') return;
+      const text = msg.text();
+      if (text.includes('deck.gl: assertion failed')) {
+        deckAssertionErrors.push(text);
+      }
+    });
+
+    await waitForHarnessReady(page);
+    await page.waitForTimeout(1000);
+
+    const unexpectedPageErrors = pageErrors.filter(
+      (error) =>
+        !ignorablePageErrorPatterns.some((pattern) => pattern.test(error))
+    );
+
+    expect(unexpectedPageErrors).toEqual([]);
+    expect(deckAssertionErrors).toEqual([]);
+  });
+
+  test('renders non-empty visual data for every renderable layer in current variant', async ({
+    page,
+  }) => {
+    await waitForHarnessReady(page);
+
+    await page.evaluate(() => {
+      const w = window as HarnessWindow;
+      w.__mapHarness?.seedAllDynamicData();
+      w.__mapHarness?.setZoom(5);
+    });
+
+    const variant = await page.evaluate(() => {
+      const w = window as HarnessWindow;
+      return w.__mapHarness?.variant ?? 'full';
+    });
+
+    const expectedDeckLayers =
+      variant === 'tech'
+        ? EXPECTED_TECH_DECK_LAYERS
+        : EXPECTED_FULL_DECK_LAYERS;
+
+    await expect
+      .poll(async () => {
+        const snapshot = await page.evaluate(() => {
+          const w = window as HarnessWindow;
+          return w.__mapHarness?.getDeckLayerSnapshot() ?? [];
+        });
+        const nonEmptyIds = new Set(
+          snapshot.filter((layer) => layer.dataCount > 0).map((layer) => layer.id)
+        );
+        return expectedDeckLayers.filter((id) => !nonEmptyIds.has(id)).length;
+      }, { timeout: 20000 })
+      .toBe(0);
+
+    await expect
+      .poll(async () => {
+        return await page.evaluate(() => {
+          const w = window as HarnessWindow;
+          const layers = w.__mapHarness?.getDeckLayerSnapshot() ?? [];
+          return layers.find((layer) => layer.id === 'protest-clusters-layer')?.dataCount ?? 0;
+        });
+      }, { timeout: 20000 })
+      .toBeGreaterThan(0);
+
+    await page.evaluate(() => {
+      const w = window as HarnessWindow;
+      w.__mapHarness?.setZoom(3);
+    });
+
+    await expect
+      .poll(async () => {
+        return await page.evaluate(() => {
+          const w = window as HarnessWindow;
+          const layers = w.__mapHarness?.getDeckLayerSnapshot() ?? [];
+          return layers.find((layer) => layer.id === 'datacenter-clusters-layer')?.dataCount ?? 0;
+        });
+      }, { timeout: 20000 })
+      .toBeGreaterThan(0);
+
+    if (variant === 'tech') {
+      await page.evaluate(() => {
+        const w = window as HarnessWindow;
+        w.__mapHarness?.setCamera({ lon: -122.42, lat: 37.77, zoom: 5.2 });
+      });
+
+      await expect
+        .poll(async () => {
+          return await page.evaluate(() => {
+            const w = window as HarnessWindow;
+            const layers = w.__mapHarness?.getDeckLayerSnapshot() ?? [];
+            return layers.find((layer) => layer.id === 'tech-hq-clusters-layer')?.dataCount ?? 0;
+          });
+        }, { timeout: 20000 })
+        .toBeGreaterThan(0);
+
+      await expect
+        .poll(async () => {
+          return await page.evaluate(() => {
+            const w = window as HarnessWindow;
+            const layers = w.__mapHarness?.getDeckLayerSnapshot() ?? [];
+            return layers.find((layer) => layer.id === 'tech-event-clusters-layer')?.dataCount ?? 0;
+          });
+        }, { timeout: 20000 })
+        .toBeGreaterThan(0);
+    }
+  });
+
+  test('sanitizes cyber threat tooltip content', async ({ page }) => {
+    await waitForHarnessReady(page);
+
+    const html = await page.evaluate(() => {
+      const w = window as HarnessWindow;
+      return w.__mapHarness?.getCyberTooltipHtml('<script>alert(1)</script>') ?? '';
+    });
+
+    expect(html).toContain('&lt;script&gt;alert(1)&lt;/script&gt;');
+    expect(html).not.toContain('<script>');
+  });
+
+  test('suppresses pulse animation during startup cooldown even with recent signals', async ({
+    page,
+  }) => {
+    await waitForHarnessReady(page);
+
+    await page.evaluate(() => {
+      const w = window as HarnessWindow;
+      w.__mapHarness?.setHotspotActivityScenario('none');
+      w.__mapHarness?.setPulseProtestsScenario('none');
+      w.__mapHarness?.setNewsPulseScenario('none');
+      w.__mapHarness?.resetPulseStartupTime();
+      w.__mapHarness?.setNewsPulseScenario('recent');
+    });
+
+    await page.waitForTimeout(800);
+
+    const isRunning = await page.evaluate(() => {
+      const w = window as HarnessWindow;
+      return w.__mapHarness?.isPulseAnimationRunning() ?? false;
+    });
+
+    expect(isRunning).toBe(false);
+  });
+
+  test('starts and stops pulse on dynamic signals and ignores gdelt-only riot recency', async ({
+    page,
+  }) => {
+    await waitForHarnessReady(page);
+
+    await page.evaluate(() => {
+      const w = window as HarnessWindow;
+      w.__mapHarness?.setHotspotActivityScenario('none');
+      w.__mapHarness?.setPulseProtestsScenario('none');
+      w.__mapHarness?.setNewsPulseScenario('none');
+      w.__mapHarness?.forcePulseStartupElapsed();
+      w.__mapHarness?.setNewsPulseScenario('recent');
+    });
+
+    await expect
+      .poll(async () => {
+        return await page.evaluate(() => {
+          const w = window as HarnessWindow;
+          return w.__mapHarness?.isPulseAnimationRunning() ?? false;
+        });
+      }, { timeout: 10000 })
+      .toBe(true);
+
+    await page.evaluate(() => {
+      const w = window as HarnessWindow;
+      w.__mapHarness?.setNewsPulseScenario('stale');
+      w.__mapHarness?.setHotspotActivityScenario('none');
+      w.__mapHarness?.setPulseProtestsScenario('none');
+    });
+
+    await expect
+      .poll(async () => {
+        return await page.evaluate(() => {
+          const w = window as HarnessWindow;
+          return w.__mapHarness?.isPulseAnimationRunning() ?? false;
+        });
+      }, { timeout: 10000 })
+      .toBe(false);
+
+    await page.evaluate(() => {
+      const w = window as HarnessWindow;
+      w.__mapHarness?.setPulseProtestsScenario('recent-gdelt-riot');
+    });
+
+    await page.waitForTimeout(800);
+    const gdeltPulseRunning = await page.evaluate(() => {
+      const w = window as HarnessWindow;
+      return w.__mapHarness?.isPulseAnimationRunning() ?? false;
+    });
+    expect(gdeltPulseRunning).toBe(false);
+
+    await page.evaluate(() => {
+      const w = window as HarnessWindow;
+      w.__mapHarness?.setPulseProtestsScenario('recent-acled-riot');
+    });
+
+    await expect
+      .poll(async () => {
+        return await page.evaluate(() => {
+          const w = window as HarnessWindow;
+          return w.__mapHarness?.isPulseAnimationRunning() ?? false;
+        });
+      }, { timeout: 10000 })
+      .toBe(true);
+  });
+
+  test('matches golden screenshots per layer and zoom', async ({ page }) => {
+    test.setTimeout(180_000);
+
+    await waitForHarnessReady(page);
+
+    await page.evaluate(() => {
+      const w = window as HarnessWindow;
+      w.__mapHarness?.seedAllDynamicData();
+      w.__mapHarness?.enableDeterministicVisualMode();
+    });
+
+    const variant = await page.evaluate(() => {
+      const w = window as HarnessWindow;
+      return w.__mapHarness?.variant ?? 'full';
+    });
+
+    const scenarios = await page.evaluate(() => {
+      const w = window as HarnessWindow;
+      return w.__mapHarness?.getVisualScenarios() ?? [];
+    });
+
+    expect(scenarios.length).toBeGreaterThan(0);
+
+    const mapWrapper = page.locator('.deckgl-map-wrapper');
+    await expect(mapWrapper).toBeVisible();
+
+    for (const scenario of scenarios) {
+      await test.step(`visual baseline: ${scenario.id}`, async () => {
+        await prepareVisualScenario(page, scenario.id);
+        await expect(mapWrapper).toHaveScreenshot(
+          `layer-${variant}-${scenario.id}.png`,
+          {
+            animations: 'disabled',
+            caret: 'hide',
+            scale: 'css',
+            maxDiffPixelRatio: 0.02,
+          }
+        );
+      });
+    }
+  });
+
+  test('updates protest marker click payload after data refresh', async ({
+    page,
+  }) => {
+    await waitForHarnessReady(page);
+
+    const protestMarker = page.locator('.protest-marker').first();
+    await expect(protestMarker).toBeVisible({ timeout: 15000 });
+
+    await protestMarker.click({ force: true });
+    await expect(page.locator('.map-popup .popup-description')).toContainText(
+      'Scenario Alpha Protest'
+    );
+    await page.locator('.map-popup .popup-close').click();
+
+    await page.evaluate(() => {
+      const w = window as HarnessWindow;
+      w.__mapHarness?.setProtestsScenario('beta');
+    });
+
+    await expect
+      .poll(async () => {
+        return await page.evaluate(() => {
+          const w = window as HarnessWindow;
+          return w.__mapHarness?.getClusterStateSize() ?? -1;
+        });
+      }, { timeout: 20000 })
+      .toBeGreaterThan(0);
+
+    await expect(protestMarker).toBeVisible({ timeout: 15000 });
+    await protestMarker.click({ force: true });
+    await expect(page.locator('.map-popup .popup-description')).toContainText(
+      'Scenario Beta Protest'
+    );
+  });
+
+  test('initializes cluster movement cache on first protest cluster render', async ({
+    page,
+  }) => {
+    await waitForHarnessReady(page);
+
+    await page.evaluate(() => {
+      const w = window as HarnessWindow;
+      w.__mapHarness?.seedAllDynamicData();
+      w.__mapHarness?.setLayersForSnapshot(['protests']);
+      w.__mapHarness?.setCamera({ lon: 0.2, lat: 15.2, zoom: 5.2 });
+    });
+
+    await expect
+      .poll(async () => {
+        return await page.evaluate(() => {
+          const w = window as HarnessWindow;
+          return w.__mapHarness?.getOverlaySnapshot().protestMarkers ?? 0;
+        });
+      }, { timeout: 20000 })
+      .toBeGreaterThan(0);
+
+    await expect
+      .poll(async () => {
+        return await page.evaluate(() => {
+          const w = window as HarnessWindow;
+          return w.__mapHarness?.getClusterStateSize() ?? -1;
+        });
+      }, { timeout: 20000 })
+      .toBeGreaterThan(0);
+  });
+
+  test('reprojects hotspot overlay marker within one frame on zoom', async ({
+    page,
+  }) => {
+    await waitForHarnessReady(page);
+
+    await page.evaluate(() => {
+      const w = window as HarnessWindow;
+      w.__mapHarness?.setLayersForSnapshot(['hotspots']);
+      w.__mapHarness?.setHotspotActivityScenario('breaking');
+      w.__mapHarness?.setCamera({ lon: 0.2, lat: 15.2, zoom: 4.2 });
+    });
+
+    const markerSelector = '.hotspot';
+    await expect(page.locator(markerSelector).first()).toBeVisible({
+      timeout: 15000,
+    });
+
+    const beforeTransform = await getMarkerInlineTransform(page, markerSelector);
+    expect(beforeTransform).not.toBeNull();
+
+    await page.evaluate(() => {
+      const w = window as HarnessWindow;
+      w.__mapHarness?.setCamera({ lon: 0.2, lat: 15.2, zoom: 5.4 });
+    });
+
+    await page.evaluate(
+      () =>
+        new Promise<void>((resolve) => {
+          requestAnimationFrame(() => resolve());
+        })
+    );
+
+    const afterTransform = await getMarkerInlineTransform(page, markerSelector);
+    expect(afterTransform).not.toBeNull();
+    expect(afterTransform).not.toBe(beforeTransform);
+  });
+
+  test('does not mutate hotspot overlay position when hotspots layer is disabled', async ({
+    page,
+  }) => {
+    await waitForHarnessReady(page);
+
+    await page.evaluate(() => {
+      const w = window as HarnessWindow;
+      w.__mapHarness?.setLayersForSnapshot(['hotspots']);
+      w.__mapHarness?.setHotspotActivityScenario('breaking');
+      w.__mapHarness?.setCamera({ lon: 0.2, lat: 15.2, zoom: 4.2 });
+    });
+
+    const markerSelector = '.hotspot';
+    await expect(page.locator(markerSelector).first()).toBeVisible({
+      timeout: 15000,
+    });
+
+    const result = await page.evaluate(async () => {
+      const w = window as HarnessWindow;
+      const marker = document.querySelector('.hotspot') as HTMLElement | null;
+      if (!w.__mapHarness || !marker) {
+        return { observed: false, styleMutations: -1, remaining: -1 };
+      }
+
+      let styleMutations = 0;
+      const observer = new MutationObserver((records) => {
+        for (const record of records) {
+          if (
+            record.type === 'attributes' &&
+            record.attributeName === 'style'
+          ) {
+            styleMutations += 1;
+          }
+        }
+      });
+
+      observer.observe(marker, {
+        attributes: true,
+        attributeFilter: ['style'],
+      });
+
+      w.__mapHarness.setLayersForSnapshot([]);
+      w.__mapHarness.setCamera({ lon: 3.5, lat: 18.2, zoom: 4.8 });
+
+      await new Promise((resolve) => {
+        setTimeout(resolve, 140);
+      });
+
+      observer.disconnect();
+
+      return {
+        observed: true,
+        styleMutations,
+        remaining: document.querySelectorAll('.hotspot').length,
+      };
+    });
+
+    expect(result.observed).toBe(true);
+    expect(result.styleMutations).toBe(0);
+    expect(result.remaining).toBe(0);
+  });
+
+  test('reprojects protest overlay marker when panning at fixed zoom', async ({
+    page,
+  }) => {
+    await waitForHarnessReady(page);
+
+    await page.evaluate(() => {
+      const w = window as HarnessWindow;
+      w.__mapHarness?.seedAllDynamicData();
+      w.__mapHarness?.enableDeterministicVisualMode();
+    });
+
+    await prepareVisualScenario(page, 'protests-z5');
+
+    const markerSelector = '.protest-marker';
+    await expect(page.locator(markerSelector).first()).toBeVisible();
+
+    const beforeTransform = await getMarkerInlineTransform(page, markerSelector);
+    expect(beforeTransform).not.toBeNull();
+
+    await page.evaluate(() => {
+      const w = window as HarnessWindow;
+      w.__mapHarness?.setCamera({ lon: 2.2, lat: 20.1, zoom: 5.2 });
+    });
+
+    await page.waitForTimeout(750);
+
+    const afterTransform = await getMarkerInlineTransform(page, markerSelector);
+    expect(afterTransform).not.toBeNull();
+    expect(afterTransform).not.toBe(beforeTransform);
+  });
+});
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diff --git a/e2e/map-harness.spec.ts-snapshots/layer-tech-startup-hubs-z5.png b/e2e/map-harness.spec.ts-snapshots/layer-tech-startup-hubs-z5.png
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diff --git a/e2e/map-harness.spec.ts-snapshots/layer-tech-tech-events-z5.png b/e2e/map-harness.spec.ts-snapshots/layer-tech-tech-events-z5.png
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diff --git a/e2e/map-harness.spec.ts-snapshots/layer-tech-weather-z5.png b/e2e/map-harness.spec.ts-snapshots/layer-tech-weather-z5.png
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index 000000000..6ab556eda
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diff --git a/e2e/runtime-fetch.spec.ts b/e2e/runtime-fetch.spec.ts
new file mode 100644
index 000000000..24b599e3b
--- /dev/null
+++ b/e2e/runtime-fetch.spec.ts
@@ -0,0 +1,154 @@
+import { expect, test } from '@playwright/test';
+
+test.describe('desktop runtime routing guardrails', () => {
+  test('detectDesktopRuntime covers packaged tauri hosts', async ({ page }) => {
+    await page.goto('/tests/runtime-harness.html');
+
+    const result = await page.evaluate(async () => {
+      const runtime = await import('/src/services/runtime.ts');
+      return {
+        tauriHost: runtime.detectDesktopRuntime({
+          hasTauriGlobals: false,
+          userAgent: 'Mozilla/5.0',
+          locationProtocol: 'https:',
+          locationHost: 'tauri.localhost',
+          locationOrigin: 'https://tauri.localhost',
+        }),
+        tauriScheme: runtime.detectDesktopRuntime({
+          hasTauriGlobals: false,
+          userAgent: 'Mozilla/5.0',
+          locationProtocol: 'tauri:',
+          locationHost: '',
+          locationOrigin: 'tauri://localhost',
+        }),
+        tauriUa: runtime.detectDesktopRuntime({
+          hasTauriGlobals: false,
+          userAgent: 'Mozilla/5.0 Tauri/2.0',
+          locationProtocol: 'https:',
+          locationHost: 'example.com',
+          locationOrigin: 'https://example.com',
+        }),
+        tauriGlobal: runtime.detectDesktopRuntime({
+          hasTauriGlobals: true,
+          userAgent: 'Mozilla/5.0',
+          locationProtocol: 'https:',
+          locationHost: 'example.com',
+          locationOrigin: 'https://example.com',
+        }),
+        secureLocalhost: runtime.detectDesktopRuntime({
+          hasTauriGlobals: false,
+          userAgent: 'Mozilla/5.0',
+          locationProtocol: 'https:',
+          locationHost: 'localhost',
+          locationOrigin: 'https://localhost',
+        }),
+        insecureLocalhost: runtime.detectDesktopRuntime({
+          hasTauriGlobals: false,
+          userAgent: 'Mozilla/5.0',
+          locationProtocol: 'http:',
+          locationHost: 'localhost:5173',
+          locationOrigin: 'http://localhost:5173',
+        }),
+        webHost: runtime.detectDesktopRuntime({
+          hasTauriGlobals: false,
+          userAgent: 'Mozilla/5.0',
+          locationProtocol: 'https:',
+          locationHost: 'worldmonitor.app',
+          locationOrigin: 'https://worldmonitor.app',
+        }),
+      };
+    });
+
+    expect(result.tauriHost).toBe(true);
+    expect(result.tauriScheme).toBe(true);
+    expect(result.tauriUa).toBe(true);
+    expect(result.tauriGlobal).toBe(true);
+    expect(result.secureLocalhost).toBe(true);
+    expect(result.insecureLocalhost).toBe(false);
+    expect(result.webHost).toBe(false);
+  });
+
+  test('runtime fetch patch falls back to cloud for local failures', async ({ page }) => {
+    await page.goto('/tests/runtime-harness.html');
+
+    const result = await page.evaluate(async () => {
+      const runtime = await import('/src/services/runtime.ts');
+      const globalWindow = window as unknown as Record<string, unknown>;
+      const originalFetch = window.fetch.bind(window);
+
+      const calls: string[] = [];
+      const responseJson = (body: unknown, status = 200) =>
+        new Response(JSON.stringify(body), {
+          status,
+          headers: { 'content-type': 'application/json' },
+        });
+
+      window.fetch = (async (input: RequestInfo | URL) => {
+        const url =
+          typeof input === 'string'
+            ? input
+            : input instanceof URL
+            ? input.toString()
+            : input.url;
+
+        calls.push(url);
+
+        if (url.includes('127.0.0.1:46123/api/fred-data')) {
+          return responseJson({ error: 'missing local api key' }, 500);
+        }
+        if (url.includes('worldmonitor.app/api/fred-data')) {
+          return responseJson({ observations: [{ value: '321.5' }] }, 200);
+        }
+
+        if (url.includes('127.0.0.1:46123/api/stablecoin-markets')) {
+          throw new Error('ECONNREFUSED');
+        }
+        if (url.includes('worldmonitor.app/api/stablecoin-markets')) {
+          return responseJson({ stablecoins: [{ symbol: 'USDT' }] }, 200);
+        }
+
+        return responseJson({ ok: true }, 200);
+      }) as typeof window.fetch;
+
+      const previousTauri = globalWindow.__TAURI__;
+      globalWindow.__TAURI__ = { core: { invoke: () => Promise.resolve(null) } };
+      delete globalWindow.__wmFetchPatched;
+
+      try {
+        runtime.installRuntimeFetchPatch();
+
+        const fredResponse = await window.fetch('/api/fred-data?series_id=CPIAUCSL');
+        const fredBody = await fredResponse.json() as { observations?: Array<{ value: string }> };
+
+        const stableResponse = await window.fetch('/api/stablecoin-markets');
+        const stableBody = await stableResponse.json() as { stablecoins?: Array<{ symbol: string }> };
+
+        return {
+          fredStatus: fredResponse.status,
+          fredValue: fredBody.observations?.[0]?.value ?? null,
+          stableStatus: stableResponse.status,
+          stableSymbol: stableBody.stablecoins?.[0]?.symbol ?? null,
+          calls,
+        };
+      } finally {
+        window.fetch = originalFetch;
+        delete globalWindow.__wmFetchPatched;
+        if (previousTauri === undefined) {
+          delete globalWindow.__TAURI__;
+        } else {
+          globalWindow.__TAURI__ = previousTauri;
+        }
+      }
+    });
+
+    expect(result.fredStatus).toBe(200);
+    expect(result.fredValue).toBe('321.5');
+    expect(result.stableStatus).toBe(200);
+    expect(result.stableSymbol).toBe('USDT');
+
+    expect(result.calls.some((url) => url.includes('127.0.0.1:46123/api/fred-data'))).toBe(true);
+    expect(result.calls.some((url) => url.includes('worldmonitor.app/api/fred-data'))).toBe(true);
+    expect(result.calls.some((url) => url.includes('127.0.0.1:46123/api/stablecoin-markets'))).toBe(true);
+    expect(result.calls.some((url) => url.includes('worldmonitor.app/api/stablecoin-markets'))).toBe(true);
+  });
+});
diff --git a/index.html b/index.html
index 20703028e..31597d194 100644
--- a/index.html
+++ b/index.html
@@ -3,7 +3,95 @@
   <head>
     <meta charset="UTF-8" />
     <meta name="viewport" content="width=device-width, initial-scale=1.0" />
-    <title>WORLD MONITOR</title>
+    <meta http-equiv="Content-Security-Policy" content="default-src 'self'; connect-src 'self' https: http://localhost:5173 http://127.0.0.1:46123 ws: wss: blob: data:; img-src 'self' data: blob: https:; style-src 'self' 'unsafe-inline'; script-src 'self' 'wasm-unsafe-eval' https://www.youtube.com https://static.cloudflareinsights.com; worker-src 'self' blob:; font-src 'self' data: https:; media-src 'self' data: blob: https:; frame-src 'self' http://127.0.0.1:46123 https://worldmonitor.app https://tech.worldmonitor.app https://www.youtube.com https://www.youtube-nocookie.com;" />
+    <meta name="referrer" content="strict-origin-when-cross-origin" />
+
+    <!-- Primary Meta Tags -->
+    <title>World Monitor - Global Situation with AI Insights</title>
+    <meta name="title" content="World Monitor - Global Situation with AI Insights" />
+    <meta name="description" content="AI-powered real-time global intelligence dashboard with live news, markets, military tracking, infrastructure monitoring, and geopolitical data. OSINT in one view." />
+    <meta name="keywords" content="AI intelligence, AI-powered dashboard, global intelligence, geopolitical dashboard, world news, market data, military bases, nuclear facilities, undersea cables, conflict zones, real-time monitoring, situation awareness, OSINT, flight tracking, AIS ships, earthquake monitor, protest tracker, power outages, oil prices, government spending, polymarket predictions" />
+    <meta name="author" content="Elie Habib" />
+    <meta name="theme-color" content="#0a0f0a" />
+    <meta name="robots" content="index, follow" />
+    <link rel="canonical" href="https://worldmonitor.app/" />
+
+    <!-- Additional Search Discovery -->
+    <meta name="application-name" content="World Monitor" />
+    <meta name="subject" content="AI-Powered Global Intelligence and Situation Awareness" />
+    <meta name="classification" content="AI Intelligence Dashboard, OSINT Tool, News Aggregator" />
+    <meta name="coverage" content="Worldwide" />
+    <meta name="distribution" content="Global" />
+    <meta name="rating" content="General" />
+
+    <!-- Open Graph / Facebook -->
+    <meta property="og:type" content="website" />
+    <meta property="og:url" content="https://worldmonitor.app/" />
+    <meta property="og:title" content="World Monitor - Global Situation with AI Insights" />
+    <meta property="og:description" content="AI-powered real-time global intelligence dashboard with live news, markets, military tracking, infrastructure monitoring, and geopolitical data." />
+    <meta property="og:image" content="https://worldmonitor.app/favico/og-image.png" />
+    <meta property="og:image:width" content="1200" />
+    <meta property="og:image:height" content="630" />
+    <meta property="og:site_name" content="World Monitor" />
+    <meta property="og:locale" content="en_US" />
+
+    <!-- Twitter -->
+    <meta name="twitter:card" content="summary_large_image" />
+    <meta name="twitter:url" content="https://worldmonitor.app/" />
+    <meta name="twitter:title" content="World Monitor - Global Situation with AI Insights" />
+    <meta name="twitter:description" content="AI-powered real-time global intelligence dashboard with live news, markets, military tracking, infrastructure monitoring, and geopolitical data." />
+    <meta name="twitter:image" content="https://worldmonitor.app/favico/og-image.png" />
+    <meta name="twitter:site" content="@worldmonitorapp" />
+    <meta name="twitter:creator" content="@eliehabib" />
+
+    <!-- JSON-LD Structured Data -->
+    <script type="application/ld+json">
+    {
+      "@context": "https://schema.org",
+      "@type": "WebApplication",
+      "name": "World Monitor",
+      "alternateName": "WorldMonitor",
+      "url": "https://worldmonitor.app/",
+      "description": "AI-powered real-time global intelligence dashboard with live news, markets, military tracking, infrastructure monitoring, and geopolitical data.",
+      "applicationCategory": "UtilitiesApplication",
+      "operatingSystem": "Web Browser",
+      "offers": {
+        "@type": "Offer",
+        "price": "0",
+        "priceCurrency": "USD"
+      },
+      "author": {
+        "@type": "Person",
+        "name": "Elie Habib"
+      },
+      "featureList": [
+        "AI-powered intelligence synthesis",
+        "Real-time news aggregation",
+        "Stock market tracking",
+        "Military flight monitoring",
+        "Ship AIS tracking",
+        "Earthquake alerts",
+        "Protest tracking",
+        "Power outage monitoring",
+        "Oil price analytics",
+        "Government spending data",
+        "Prediction markets",
+        "Infrastructure monitoring",
+        "Geopolitical intelligence"
+      ],
+      "screenshot": "https://worldmonitor.app/favico/og-image.png",
+      "keywords": "AI, OSINT, intelligence dashboard, geopolitical, real-time monitoring, situation awareness, AI-powered"
+    }
+    </script>
+
+    <!-- Favicons -->
+    <link rel="icon" type="image/x-icon" href="/favico/favicon.ico" />
+    <link rel="icon" type="image/png" sizes="32x32" href="/favico/favicon-32x32.png" />
+    <link rel="icon" type="image/png" sizes="16x16" href="/favico/favicon-16x16.png" />
+    <link rel="apple-touch-icon" sizes="180x180" href="/favico/apple-touch-icon.png" />
+
+
+    <!-- Styles -->
     <link rel="stylesheet" href="/src/styles/main.css" />
   </head>
   <body>
diff --git a/new-world-monitor.png b/new-world-monitor.png
new file mode 100644
index 000000000..3a6039720
Binary files /dev/null and b/new-world-monitor.png differ
diff --git a/package-lock.json b/package-lock.json
index 99804c867..1a1800454 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,762 +1,3833 @@
 {
-  "name": "situation-monitor",
-  "version": "1.0.0",
+  "name": "world-monitor",
+  "version": "2.3.4",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
-      "name": "situation-monitor",
-      "version": "1.0.0",
+      "name": "world-monitor",
+      "version": "2.3.4",
       "dependencies": {
+        "@deck.gl/aggregation-layers": "^9.2.6",
+        "@deck.gl/core": "^9.2.6",
+        "@deck.gl/geo-layers": "^9.2.6",
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+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "workbox-core": "7.4.0"
+      }
+    },
+    "node_modules/workbox-strategies": {
+      "version": "7.4.0",
+      "resolved": "https://registry.npmjs.org/workbox-strategies/-/workbox-strategies-7.4.0.tgz",
+      "integrity": "sha512-T4hVqIi5A4mHi92+5EppMX3cLaVywDp8nsyUgJhOZxcfSV/eQofcOA6/EMo5rnTNmNTpw0rUgjAI6LaVullPpg==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "workbox-core": "7.4.0"
+      }
+    },
+    "node_modules/workbox-streams": {
+      "version": "7.4.0",
+      "resolved": "https://registry.npmjs.org/workbox-streams/-/workbox-streams-7.4.0.tgz",
+      "integrity": "sha512-QHPBQrey7hQbnTs5GrEVoWz7RhHJXnPT+12qqWM378orDMo5VMJLCkCM1cnCk+8Eq92lccx/VgRZ7WAzZWbSLg==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "workbox-core": "7.4.0",
+        "workbox-routing": "7.4.0"
+      }
+    },
+    "node_modules/workbox-sw": {
+      "version": "7.4.0",
+      "resolved": "https://registry.npmjs.org/workbox-sw/-/workbox-sw-7.4.0.tgz",
+      "integrity": "sha512-ltU+Kr3qWR6BtbdlMnCjobZKzeV1hN+S6UvDywBrwM19TTyqA03X66dzw1tEIdJvQ4lYKkBFox6IAEhoSEZ8Xw==",
+      "dev": true,
+      "license": "MIT"
+    },
+    "node_modules/workbox-window": {
+      "version": "7.4.0",
+      "resolved": "https://registry.npmjs.org/workbox-window/-/workbox-window-7.4.0.tgz",
+      "integrity": "sha512-/bIYdBLAVsNR3v7gYGaV4pQW3M3kEPx5E8vDxGvxo6khTrGtSSCS7QiFKv9ogzBgZiy0OXLP9zO28U/1nF1mfw==",
+      "dev": true,
+      "license": "MIT",
+      "dependencies": {
+        "@types/trusted-types": "^2.0.2",
+        "workbox-core": "7.4.0"
+      }
+    },
+    "node_modules/wrappy": {
+      "version": "1.0.2",
+      "resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz",
+      "integrity": "sha512-l4Sp/DRseor9wL6EvV2+TuQn63dMkPjZ/sp9XkghTEbV9KlPS1xUsZ3u7/IQO4wxtcFB4bgpQPRcR3QCvezPcQ==",
+      "license": "ISC"
+    },
+    "node_modules/ws": {
+      "version": "8.19.0",
+      "resolved": "https://registry.npmjs.org/ws/-/ws-8.19.0.tgz",
+      "integrity": "sha512-blAT2mjOEIi0ZzruJfIhb3nps74PRWTCz1IjglWEEpQl5XS/UNama6u2/rjFkDDouqr4L67ry+1aGIALViWjDg==",
+      "dev": true,
+      "license": "MIT",
       "engines": {
-        "node": "^18.0.0 || ^20.0.0 || >=22.0.0"
-      },
-      "funding": {
-        "url": "https://github.com/vitejs/vite?sponsor=1"
-      },
-      "optionalDependencies": {
-        "fsevents": "~2.3.3"
+        "node": ">=10.0.0"
       },
       "peerDependencies": {
-        "@types/node": "^18.0.0 || ^20.0.0 || >=22.0.0",
-        "jiti": ">=1.21.0",
-        "less": "*",
-        "lightningcss": "^1.21.0",
-        "sass": "*",
-        "sass-embedded": "*",
-        "stylus": "*",
-        "sugarss": "*",
-        "terser": "^5.16.0",
-        "tsx": "^4.8.1",
-        "yaml": "^2.4.2"
+        "bufferutil": "^4.0.1",
+        "utf-8-validate": ">=5.0.2"
       },
       "peerDependenciesMeta": {
-        "@types/node": {
-          "optional": true
-        },
-        "jiti": {
-          "optional": true
-        },
-        "less": {
-          "optional": true
-        },
-        "lightningcss": {
-          "optional": true
-        },
-        "sass": {
-          "optional": true
-        },
-        "sass-embedded": {
-          "optional": true
-        },
-        "stylus": {
-          "optional": true
-        },
-        "sugarss": {
+        "bufferutil": {
           "optional": true
         },
-        "terser": {
-          "optional": true
-        },
-        "tsx": {
-          "optional": true
-        },
-        "yaml": {
+        "utf-8-validate": {
           "optional": true
         }
       }
+    },
+    "node_modules/xmldoc": {
+      "version": "2.0.3",
+      "resolved": "https://registry.npmjs.org/xmldoc/-/xmldoc-2.0.3.tgz",
+      "integrity": "sha512-6gRk4NY/Jvg67xn7OzJuxLRsGgiXBaPUQplVJ/9l99uIugxh4FTOewYz5ic8WScj7Xx/2WvhENiQKwkK9RpE4w==",
+      "license": "MIT",
+      "peer": true,
+      "dependencies": {
+        "sax": "^1.4.3"
+      },
+      "engines": {
+        "node": ">=12.0.0"
+      }
+    },
+    "node_modules/xss": {
+      "version": "1.0.13",
+      "resolved": "https://registry.npmjs.org/xss/-/xss-1.0.13.tgz",
+      "integrity": "sha512-clu7dxTm1e8Mo5fz3n/oW3UCXBfV89xZ72jM8yzo1vR/pIS0w3sgB3XV2H8Vm6zfGnHL0FzvLJPJEBhd86/z4Q==",
+      "license": "MIT",
+      "peer": true,
+      "dependencies": {
+        "commander": "^2.20.3",
+        "cssfilter": "0.0.10"
+      },
+      "bin": {
+        "xss": "bin/xss"
+      },
+      "engines": {
+        "node": ">= 0.10.0"
+      }
+    },
+    "node_modules/xss/node_modules/commander": {
+      "version": "2.20.3",
+      "resolved": "https://registry.npmjs.org/commander/-/commander-2.20.3.tgz",
+      "integrity": "sha512-GpVkmM8vF2vQUkj2LvZmD35JxeJOLCwJ9cUkugyk2nuhbv3+mJvpLYYt+0+USMxE+oj+ey/lJEnhZw75x/OMcQ==",
+      "license": "MIT",
+      "peer": true
+    },
+    "node_modules/yallist": {
+      "version": "3.1.1",
+      "resolved": "https://registry.npmjs.org/yallist/-/yallist-3.1.1.tgz",
+      "integrity": "sha512-a4UGQaWPH59mOXUYnAG2ewncQS4i4F43Tv3JoAM+s2VDAmS9NsK8GpDMLrCHPksFT7h3K6TOoUNn2pb7RoXx4g==",
+      "dev": true,
+      "license": "ISC"
+    },
+    "node_modules/youtubei.js": {
+      "version": "16.0.1",
+      "resolved": "https://registry.npmjs.org/youtubei.js/-/youtubei.js-16.0.1.tgz",
+      "integrity": "sha512-3802bCAGkBc2/G5WUTc0l/bO5mPYJbQAHL04d9hE9PnrDHoBUT8MN721Yqt4RCNncAXdHcfee9VdJy3Fhq1r5g==",
+      "funding": [
+        "https://github.com/sponsors/LuanRT"
+      ],
+      "license": "MIT",
+      "dependencies": {
+        "@bufbuild/protobuf": "^2.0.0",
+        "meriyah": "^6.1.4"
+      }
+    },
+    "node_modules/zstd-codec": {
+      "version": "0.1.5",
+      "resolved": "https://registry.npmjs.org/zstd-codec/-/zstd-codec-0.1.5.tgz",
+      "integrity": "sha512-v3fyjpK8S/dpY/X5WxqTK3IoCnp/ZOLxn144GZVlNUjtwAchzrVo03h+oMATFhCIiJ5KTr4V3vDQQYz4RU684g==",
+      "license": "MIT",
+      "optional": true
     }
   }
 }
diff --git a/package.json b/package.json
index 0bcc4f414..707e6b6d5 100644
--- a/package.json
+++ b/package.json
@@ -1,22 +1,70 @@
 {
   "name": "world-monitor",
   "private": true,
-  "version": "1.0.0",
+  "version": "2.3.4",
   "type": "module",
   "scripts": {
+    "lint:md": "markdownlint-cli2 '**/*.md'",
     "dev": "vite",
+    "dev:tech": "VITE_VARIANT=tech vite",
     "build": "tsc && vite build",
-    "preview": "vite preview"
+    "build:full": "VITE_VARIANT=full tsc && VITE_VARIANT=full vite build",
+    "build:tech": "VITE_VARIANT=tech tsc && VITE_VARIANT=tech vite build",
+    "typecheck": "tsc --noEmit",
+    "tauri": "tauri",
+    "preview": "vite preview",
+    "test:e2e:full": "VITE_VARIANT=full playwright test",
+    "test:e2e:tech": "VITE_VARIANT=tech playwright test",
+    "test:e2e:runtime": "VITE_VARIANT=full playwright test e2e/runtime-fetch.spec.ts",
+    "test:e2e": "npm run test:e2e:runtime && npm run test:e2e:full && npm run test:e2e:tech",
+    "test:data": "node --test tests/countries-geojson.test.mjs",
+    "test:sidecar": "node --test src-tauri/sidecar/local-api-server.test.mjs api/_cors.test.mjs api/youtube/embed.test.mjs api/cyber-threats.test.mjs",
+    "test:e2e:visual:full": "VITE_VARIANT=full playwright test -g \"matches golden screenshots per layer and zoom\"",
+    "test:e2e:visual:tech": "VITE_VARIANT=tech playwright test -g \"matches golden screenshots per layer and zoom\"",
+    "test:e2e:visual": "npm run test:e2e:visual:full && npm run test:e2e:visual:tech",
+    "test:e2e:visual:update:full": "VITE_VARIANT=full playwright test -g \"matches golden screenshots per layer and zoom\" --update-snapshots",
+    "test:e2e:visual:update:tech": "VITE_VARIANT=tech playwright test -g \"matches golden screenshots per layer and zoom\" --update-snapshots",
+    "test:e2e:visual:update": "npm run test:e2e:visual:update:full && npm run test:e2e:visual:update:tech",
+    "desktop:dev": "VITE_DESKTOP_RUNTIME=1 tauri dev",
+    "desktop:build:full": "VITE_VARIANT=full VITE_DESKTOP_RUNTIME=1 tauri build",
+    "desktop:build:tech": "VITE_VARIANT=tech VITE_DESKTOP_RUNTIME=1 tauri build --config src-tauri/tauri.tech.conf.json",
+    "desktop:package:macos:full": "node scripts/desktop-package.mjs --os macos --variant full",
+    "desktop:package:macos:tech": "node scripts/desktop-package.mjs --os macos --variant tech",
+    "desktop:package:windows:full": "node scripts/desktop-package.mjs --os windows --variant full",
+    "desktop:package:windows:tech": "node scripts/desktop-package.mjs --os windows --variant tech",
+    "desktop:package:macos:full:sign": "node scripts/desktop-package.mjs --os macos --variant full --sign",
+    "desktop:package:macos:tech:sign": "node scripts/desktop-package.mjs --os macos --variant tech --sign",
+    "desktop:package:windows:full:sign": "node scripts/desktop-package.mjs --os windows --variant full --sign",
+    "desktop:package:windows:tech:sign": "node scripts/desktop-package.mjs --os windows --variant tech --sign",
+    "desktop:package": "node scripts/desktop-package.mjs"
   },
   "devDependencies": {
+    "@playwright/test": "^1.52.0",
+    "@tauri-apps/cli": "^2.10.0",
     "@types/d3": "^7.4.3",
+    "@types/maplibre-gl": "^1.13.2",
     "@types/topojson-client": "^3.1.5",
     "@types/topojson-specification": "^1.0.5",
+    "markdownlint-cli2": "^0.20.0",
     "typescript": "^5.7.2",
-    "vite": "^6.0.7"
+    "vite": "^6.0.7",
+    "vite-plugin-pwa": "^1.2.0",
+    "ws": "^8.19.0"
   },
   "dependencies": {
+    "@deck.gl/aggregation-layers": "^9.2.6",
+    "@deck.gl/core": "^9.2.6",
+    "@deck.gl/geo-layers": "^9.2.6",
+    "@deck.gl/layers": "^9.2.6",
+    "@deck.gl/mapbox": "^9.2.6",
+    "@upstash/redis": "^1.36.1",
+    "@vercel/analytics": "^1.6.1",
+    "@xenova/transformers": "^2.17.2",
     "d3": "^7.9.0",
-    "topojson-client": "^3.1.0"
+    "deck.gl": "^9.2.6",
+    "maplibre-gl": "^5.16.0",
+    "onnxruntime-web": "^1.23.2",
+    "topojson-client": "^3.1.0",
+    "youtubei.js": "^16.0.1"
   }
 }
diff --git a/playwright.config.ts b/playwright.config.ts
new file mode 100644
index 000000000..e6120a187
--- /dev/null
+++ b/playwright.config.ts
@@ -0,0 +1,40 @@
+import { defineConfig, devices } from '@playwright/test';
+
+export default defineConfig({
+  testDir: './e2e',
+  workers: 1,
+  timeout: 90000,
+  expect: {
+    timeout: 30000,
+  },
+  retries: 0,
+  reporter: 'list',
+  use: {
+    baseURL: 'http://127.0.0.1:4173',
+    viewport: { width: 1280, height: 720 },
+    colorScheme: 'dark',
+    locale: 'en-US',
+    timezoneId: 'UTC',
+    trace: 'retain-on-failure',
+    screenshot: 'only-on-failure',
+    video: 'retain-on-failure',
+  },
+  projects: [
+    {
+      name: 'chromium',
+      use: {
+        ...devices['Desktop Chrome'],
+        launchOptions: {
+          args: ['--use-angle=swiftshader', '--use-gl=swiftshader'],
+        },
+      },
+    },
+  ],
+  snapshotPathTemplate: '{testDir}/{testFileName}-snapshots/{arg}{ext}',
+  webServer: {
+    command: 'npm run dev -- --host 127.0.0.1 --port 4173',
+    url: 'http://127.0.0.1:4173/tests/map-harness.html',
+    reuseExistingServer: false,
+    timeout: 120000,
+  },
+});
diff --git a/public/data/countries.geojson b/public/data/countries.geojson
new file mode 100644
index 000000000..2e1453c73
--- /dev/null
+++ b/public/data/countries.geojson
@@ -0,0 +1 @@
+{"type": "FeatureCollection", "features": [{"type": "Feature", "geometry": {"type": "MultiPolygon", "coordinates": [[[[124.450531, -9.18019], [124.03004, -9.341974], [123.688813, -9.611423], [123.515391, -10.335545], [124.418468, -10.163832], [125.061615, -9.485772], [124.919507, -8.962016], [124.450531, -9.18019]]], [[[117.567149, 4.159654], [117.164662, 4.333147], [115.878849, 4.352139], [115.646925, 4.169101], [115.464094, 3.030824], [114.500638, 1.436037], [113.649528, 1.233259], [113.023416, 1.537013], [112.180057, 1.449034], [111.823076, 1.008467], [111.197584, 1.075233], [110.553903, 0.85137], [109.677264, 1.572851], [109.645274, 2.083238], [109.095958, 1.560614], [108.855479, 0.832221], [109.166759, 0.112291], [109.273204, -0.853611], [110.068533, -1.43255], [110.263194, -3.002862], [111.296153, -2.936456], [112.618012, -3.423761], [113.182628, -3.077081], [114.108246, -3.347345], [114.611095, -3.683852], [114.712901, -4.170831], [115.967947, -3.608819], [116.603282, -2.224216], [116.32488, -1.703871], [117.023692, -1.202895], [117.595958, -0.422621], [117.517263, 0.290961], [117.81129, 0.811754], [119.00294, 0.96247], [117.924083, 1.819159], [118.063487, 2.366929], [117.352712, 3.182807], [117.748546, 3.636949], [117.567149, 4.159654]]], [[[140.974457, -2.600518], [139.864757, -2.372003], [137.794444, -1.484145], [136.403819, -2.219659], [135.47047, -3.363051], [134.984711, -3.329685], [134.658051, -2.562758], [134.19337, -2.379083], [134.281993, -1.350193], [133.977224, -0.72324], [133.391612, -0.72324], [132.709158, -0.36004], [131.243012, -0.819431], [131.20574, -1.523614], [131.927257, -1.706231], [132.073416, -2.105157], [133.033539, -2.479425], [132.325694, -2.946547], [133.269379, -4.052016], [133.586192, -3.566583], [134.430431, -3.90781], [135.185557, -4.448907], [135.97047, -4.519627], [137.706309, -5.221938], [138.822439, -6.806085], [139.093028, -7.559991], [138.993988, -7.865492], [138.910981, -7.92254], [138.905772, -8.043634], [138.921235, -8.079522], [138.858653, -8.101332], [138.838552, -8.13836], [139.932384, -8.108575], [140.97698, -9.106134], [140.977162, -6.896632], [140.975767, -4.595946], [140.974457, -2.600518]]], [[[109.906016, -7.83766], [110.476736, -8.111912], [112.672699, -8.447035], [113.197927, -8.277276], [114.197032, -8.645603], [114.467296, -7.830987], [114.016124, -7.618097], [113.299327, -7.788507], [112.761485, -7.531183], [112.582774, -6.989923], [110.730479, -6.456964], [110.355724, -6.972914], [108.605479, -6.761651], [108.216364, -6.237965], [106.495372, -6.034845], [105.824091, -6.434646], [106.522662, -7.410957], [109.906016, -7.83766]]], [[[119.846528, -0.874607], [119.32838, -1.214451], [119.354015, -1.934747], [118.757335, -2.775811], [119.297618, -3.427911], [119.626801, -4.314548], [119.352794, -5.355645], [119.64796, -5.678806], [120.323253, -5.509535], [120.446544, -3.728692], [120.231619, -2.950372], [121.066905, -2.752211], [120.893809, -3.539158], [121.536306, 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[143.783214, 44.100653], [142.981456, 44.586493], [141.96046, 45.51024], [141.440115, 43.361721], [139.876964, 42.663398], [140.14503, 41.982652], [141.726085, 42.617174], [143.25294, 41.941881], [143.638845, 42.661078], [144.741954, 42.924221], [145.767426, 43.387274]]]]}, "properties": {"name": "Japan", "ISO3166-1-Alpha-3": "JPN", "ISO3166-1-Alpha-2": "JP"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Saint Pierre and Miquelon", "ISO3166-1-Alpha-3": "SPM", "ISO3166-1-Alpha-2": "PM"}}, {"type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[-14.563629, 66.384508], [-17.419342, 65.994045], [-18.69225, 66.169989], [-21.318512, 65.987779], [-22.850331, 66.466986], [-24.196685, 65.501166], [-22.674428, 65.007554], [-21.962636, 64.297309], [-20.185699, 63.54442], [-18.732045, 63.396715], [-14.510487, 64.442328], [-13.526967, 65.055487], [-13.609609, 65.514228], [-14.822987, 65.815863], [-14.563629, 66.384508]]]}, "properties": {"name": "Iceland", "ISO3166-1-Alpha-3": "ISL", "ISO3166-1-Alpha-2": "IS"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Pitcairn Islands", "ISO3166-1-Alpha-3": "PCN", "ISO3166-1-Alpha-2": "PN"}}, {"type": "Feature", "geometry": null, "properties": {"name": "French Polynesia", "ISO3166-1-Alpha-3": "PYF", "ISO3166-1-Alpha-2": "PF"}}, {"type": "Feature", "geometry": null, "properties": {"name": "French Southern and Antarctic Lands", "ISO3166-1-Alpha-3": "ATF", "ISO3166-1-Alpha-2": "TF"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Seychelles", "ISO3166-1-Alpha-3": "SYC", "ISO3166-1-Alpha-2": "SC"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Kiribati", "ISO3166-1-Alpha-3": "KIR", "ISO3166-1-Alpha-2": "KI"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Marshall Islands", "ISO3166-1-Alpha-3": "MHL", "ISO3166-1-Alpha-2": "MH"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Trinidad and Tobago", "ISO3166-1-Alpha-3": "TTO", "ISO3166-1-Alpha-2": "TT"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Grenada", "ISO3166-1-Alpha-3": "GRD", "ISO3166-1-Alpha-2": "GD"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Saint Vincent and the Grenadines", "ISO3166-1-Alpha-3": "VCT", "ISO3166-1-Alpha-2": "VC"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Barbados", "ISO3166-1-Alpha-3": "BRB", "ISO3166-1-Alpha-2": "BB"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Saint Lucia", "ISO3166-1-Alpha-3": "LCA", "ISO3166-1-Alpha-2": "LC"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Dominica", "ISO3166-1-Alpha-3": "DMA", "ISO3166-1-Alpha-2": "DM"}}, {"type": "Feature", "geometry": null, "properties": {"name": "United States Minor Outlying Islands", "ISO3166-1-Alpha-3": "UMI", "ISO3166-1-Alpha-2": "UM"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Montserrat", "ISO3166-1-Alpha-3": "MSR", "ISO3166-1-Alpha-2": "MS"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Antigua and Barbuda", "ISO3166-1-Alpha-3": "ATG", "ISO3166-1-Alpha-2": "AG"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Saint Kitts and Nevis", "ISO3166-1-Alpha-3": "KNA", "ISO3166-1-Alpha-2": "KN"}}, {"type": "Feature", "geometry": null, "properties": {"name": "United States Virgin Islands", "ISO3166-1-Alpha-3": "VIR", "ISO3166-1-Alpha-2": "VI"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Saint Barthelemy", "ISO3166-1-Alpha-3": "BLM", "ISO3166-1-Alpha-2": "BL"}}, {"type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[-65.628814, 18.279202], [-67.101715, 18.522773], [-67.214771, 17.966335], [-66.163238, 17.929145], [-65.628814, 18.279202]]]}, "properties": {"name": "Puerto Rico", "ISO3166-1-Alpha-3": "PRI", "ISO3166-1-Alpha-2": "PR"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Anguilla", "ISO3166-1-Alpha-3": "AIA", "ISO3166-1-Alpha-2": "AI"}}, {"type": "Feature", "geometry": null, "properties": {"name": "British Virgin Islands", "ISO3166-1-Alpha-3": "VGB", "ISO3166-1-Alpha-2": "VG"}}, {"type": "Feature", "geometry": {"type": "Polygon", "coordinates": [[[-76.263743, 18.012356], [-76.894919, 18.409251], [-77.902333, 18.518785], [-78.075185, 18.198432], [-77.216054, 17.716702], [-76.263743, 18.012356]]]}, "properties": {"name": "Jamaica", "ISO3166-1-Alpha-3": "JAM", "ISO3166-1-Alpha-2": "JM"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Cayman Islands", "ISO3166-1-Alpha-3": "CYM", "ISO3166-1-Alpha-2": "KY"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Bermuda", "ISO3166-1-Alpha-3": "BMU", "ISO3166-1-Alpha-2": "BM"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Heard Island and McDonald Islands", "ISO3166-1-Alpha-3": "HMD", "ISO3166-1-Alpha-2": "HM"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Saint Helena", "ISO3166-1-Alpha-3": "SHN", "ISO3166-1-Alpha-2": "SH"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Mauritius", "ISO3166-1-Alpha-3": "MUS", "ISO3166-1-Alpha-2": "MU"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Comoros", "ISO3166-1-Alpha-3": "COM", "ISO3166-1-Alpha-2": "KM"}}, {"type": "Feature", "geometry": null, "properties": {"name": "S\u00e3o Tom\u00e9 and Principe", "ISO3166-1-Alpha-3": "STP", "ISO3166-1-Alpha-2": "ST"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Cabo Verde", "ISO3166-1-Alpha-3": "CPV", "ISO3166-1-Alpha-2": "CV"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Malta", "ISO3166-1-Alpha-3": "MLT", "ISO3166-1-Alpha-2": "MT"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Jersey", "ISO3166-1-Alpha-3": "JEY", "ISO3166-1-Alpha-2": "JE"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Guernsey", "ISO3166-1-Alpha-3": "GGY", "ISO3166-1-Alpha-2": "GG"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Isle of Man", "ISO3166-1-Alpha-3": "IMN", "ISO3166-1-Alpha-2": "IM"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Aland", "ISO3166-1-Alpha-3": "ALA", "ISO3166-1-Alpha-2": "AX"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Faroe Islands", "ISO3166-1-Alpha-3": "FRO", "ISO3166-1-Alpha-2": "FO"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Indian Ocean Territories", "ISO3166-1-Alpha-3": "-99", "ISO3166-1-Alpha-2": "-99"}}, {"type": "Feature", "geometry": null, "properties": {"name": "British Indian Ocean Territory", "ISO3166-1-Alpha-3": "IOT", "ISO3166-1-Alpha-2": "IO"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Singapore", "ISO3166-1-Alpha-3": "SGP", "ISO3166-1-Alpha-2": "SG"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Norfolk Island", "ISO3166-1-Alpha-3": "NFK", "ISO3166-1-Alpha-2": "NF"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Cook Islands", "ISO3166-1-Alpha-3": "COK", "ISO3166-1-Alpha-2": "CK"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Tonga", "ISO3166-1-Alpha-3": "TON", "ISO3166-1-Alpha-2": "TO"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Wallis and Futuna", "ISO3166-1-Alpha-3": "WLF", "ISO3166-1-Alpha-2": "WF"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Samoa", "ISO3166-1-Alpha-3": "WSM", "ISO3166-1-Alpha-2": "WS"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Solomon Islands", "ISO3166-1-Alpha-3": "SLB", "ISO3166-1-Alpha-2": "SB"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Tuvalu", "ISO3166-1-Alpha-3": "TUV", "ISO3166-1-Alpha-2": "TV"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Maldives", "ISO3166-1-Alpha-3": "MDV", "ISO3166-1-Alpha-2": "MV"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Nauru", "ISO3166-1-Alpha-3": "NRU", "ISO3166-1-Alpha-2": "NR"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Federated States of Micronesia", "ISO3166-1-Alpha-3": "FSM", "ISO3166-1-Alpha-2": "FM"}}, {"type": "Feature", "geometry": null, "properties": {"name": "South Georgia and the Islands", "ISO3166-1-Alpha-3": "SGS", "ISO3166-1-Alpha-2": "GS"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Falkland Islands", "ISO3166-1-Alpha-3": "FLK", "ISO3166-1-Alpha-2": "FK"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Vanuatu", "ISO3166-1-Alpha-3": "VUT", "ISO3166-1-Alpha-2": "VU"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Niue", "ISO3166-1-Alpha-3": "NIU", "ISO3166-1-Alpha-2": "NU"}}, {"type": "Feature", "geometry": null, "properties": {"name": "American Samoa", "ISO3166-1-Alpha-3": "ASM", "ISO3166-1-Alpha-2": "AS"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Palau", "ISO3166-1-Alpha-3": "PLW", "ISO3166-1-Alpha-2": "PW"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Guam", "ISO3166-1-Alpha-3": "GUM", "ISO3166-1-Alpha-2": "GU"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Northern Mariana Islands", "ISO3166-1-Alpha-3": "MNP", "ISO3166-1-Alpha-2": "MP"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Bahrain", "ISO3166-1-Alpha-3": "BHR", "ISO3166-1-Alpha-2": "BH"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Coral Sea Islands", "ISO3166-1-Alpha-3": "-99", "ISO3166-1-Alpha-2": "-99"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Spratly Islands", "ISO3166-1-Alpha-3": "-99", "ISO3166-1-Alpha-2": "-99"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Clipperton Island", "ISO3166-1-Alpha-3": "-99", "ISO3166-1-Alpha-2": "-99"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Macao S.A.R", "ISO3166-1-Alpha-3": "MAC", "ISO3166-1-Alpha-2": "MO"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Ashmore and Cartier Islands", "ISO3166-1-Alpha-3": "-99", "ISO3166-1-Alpha-2": "-99"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Bajo Nuevo Bank (Petrel Is.)", "ISO3166-1-Alpha-3": "-99", "ISO3166-1-Alpha-2": "-99"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Serranilla Bank", "ISO3166-1-Alpha-3": "-99", "ISO3166-1-Alpha-2": "-99"}}, {"type": "Feature", "geometry": null, "properties": {"name": "Scarborough Reef", "ISO3166-1-Alpha-3": "-99", "ISO3166-1-Alpha-2": "-99"}}]}
\ No newline at end of file
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diff --git a/public/favico/worldmonitor-icon-1024.png b/public/favico/worldmonitor-icon-1024.png
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diff --git a/public/offline.html b/public/offline.html
new file mode 100644
index 000000000..e9040dd0c
--- /dev/null
+++ b/public/offline.html
@@ -0,0 +1,26 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+  <meta charset="UTF-8">
+  <meta name="viewport" content="width=device-width, initial-scale=1.0">
+  <title>WorldMonitor - Offline</title>
+  <style>
+    body { background: #0a0f0a; color: #e0e0e0; font-family: system-ui;
+           display: flex; align-items: center; justify-content: center;
+           min-height: 100vh; margin: 0; }
+    .c { text-align: center; padding: 2rem; }
+    h1 { font-size: 1.5rem; margin-bottom: 0.5rem; }
+    p { color: #888; font-size: 0.9rem; }
+    button { margin-top: 1rem; padding: 0.5rem 1.5rem; background: #1a3a1a;
+             color: #4ade80; border: 1px solid #2a5a2a; border-radius: 4px;
+             cursor: pointer; }
+  </style>
+</head>
+<body>
+  <div class="c">
+    <h1>You're Offline</h1>
+    <p>WorldMonitor requires an internet connection for real-time intelligence data.</p>
+    <button onclick="location.reload()">Retry</button>
+  </div>
+</body>
+</html>
diff --git a/scripts/ais-relay.cjs b/scripts/ais-relay.cjs
new file mode 100644
index 000000000..3b2ef2595
--- /dev/null
+++ b/scripts/ais-relay.cjs
@@ -0,0 +1,1313 @@
+#!/usr/bin/env node
+/**
+ * AIS WebSocket Relay Server
+ * Proxies aisstream.io data to browsers via WebSocket
+ *
+ * Deploy on Railway with:
+ *   AISSTREAM_API_KEY=your_key
+ *
+ * Local: node scripts/ais-relay.cjs
+ */
+
+const http = require('http');
+const zlib = require('zlib');
+const { WebSocketServer, WebSocket } = require('ws');
+
+const AISSTREAM_URL = 'wss://stream.aisstream.io/v0/stream';
+const API_KEY = process.env.AISSTREAM_API_KEY || process.env.VITE_AISSTREAM_API_KEY;
+const PORT = process.env.PORT || 3004;
+
+if (!API_KEY) {
+  console.error('[Relay] Error: AISSTREAM_API_KEY environment variable not set');
+  console.error('[Relay] Get a free key at https://aisstream.io');
+  process.exit(1);
+}
+
+const MAX_WS_CLIENTS = 10; // Cap WS clients — app uses HTTP snapshots, not WS
+
+let upstreamSocket = null;
+let clients = new Set();
+let messageCount = 0;
+
+// gzip compress & send a response (reduces egress ~80% for JSON)
+function sendCompressed(req, res, statusCode, headers, body) {
+  const acceptEncoding = req.headers['accept-encoding'] || '';
+  if (acceptEncoding.includes('gzip')) {
+    zlib.gzip(typeof body === 'string' ? Buffer.from(body) : body, (err, compressed) => {
+      if (err) {
+        res.writeHead(statusCode, headers);
+        res.end(body);
+        return;
+      }
+      res.writeHead(statusCode, { ...headers, 'Content-Encoding': 'gzip', 'Vary': 'Accept-Encoding' });
+      res.end(compressed);
+    });
+  } else {
+    res.writeHead(statusCode, headers);
+    res.end(body);
+  }
+}
+
+// AIS aggregate state for snapshot API (server-side fanout)
+const GRID_SIZE = 2;
+const DENSITY_WINDOW = 30 * 60 * 1000; // 30 minutes
+const GAP_THRESHOLD = 60 * 60 * 1000; // 1 hour
+const SNAPSHOT_INTERVAL_MS = Math.max(2000, Number(process.env.AIS_SNAPSHOT_INTERVAL_MS || 5000));
+const CANDIDATE_RETENTION_MS = 2 * 60 * 60 * 1000; // 2 hours
+const MAX_DENSITY_ZONES = 200;
+const MAX_CANDIDATE_REPORTS = 1500;
+
+const vessels = new Map();
+const vesselHistory = new Map();
+const densityGrid = new Map();
+const candidateReports = new Map();
+
+let snapshotSequence = 0;
+let lastSnapshot = null;
+let lastSnapshotAt = 0;
+
+const CHOKEPOINTS = [
+  { name: 'Strait of Hormuz', lat: 26.5, lon: 56.5, radius: 2 },
+  { name: 'Suez Canal', lat: 30.0, lon: 32.5, radius: 1 },
+  { name: 'Strait of Malacca', lat: 2.5, lon: 101.5, radius: 2 },
+  { name: 'Bab el-Mandeb', lat: 12.5, lon: 43.5, radius: 1.5 },
+  { name: 'Panama Canal', lat: 9.0, lon: -79.5, radius: 1 },
+  { name: 'Taiwan Strait', lat: 24.5, lon: 119.5, radius: 2 },
+  { name: 'South China Sea', lat: 15.0, lon: 115.0, radius: 5 },
+  { name: 'Black Sea', lat: 43.5, lon: 34.0, radius: 3 },
+];
+
+const NAVAL_PREFIX_RE = /^(USS|USNS|HMS|HMAS|HMCS|INS|JS|ROKS|TCG|FS|BNS|RFS|PLAN|PLA|CGC|PNS|KRI|ITS|SNS|MMSI)/i;
+
+function getGridKey(lat, lon) {
+  const gridLat = Math.floor(lat / GRID_SIZE) * GRID_SIZE;
+  const gridLon = Math.floor(lon / GRID_SIZE) * GRID_SIZE;
+  return `${gridLat},${gridLon}`;
+}
+
+function isLikelyMilitaryCandidate(meta) {
+  const mmsi = String(meta?.MMSI || '');
+  const shipType = Number(meta?.ShipType);
+  const name = (meta?.ShipName || '').trim().toUpperCase();
+
+  if (Number.isFinite(shipType) && (shipType === 35 || shipType === 55 || (shipType >= 50 && shipType <= 59))) {
+    return true;
+  }
+
+  if (name && NAVAL_PREFIX_RE.test(name)) return true;
+
+  if (mmsi.length >= 9) {
+    const suffix = mmsi.substring(3);
+    if (suffix.startsWith('00') || suffix.startsWith('99')) return true;
+  }
+
+  return false;
+}
+
+function processPositionReportForSnapshot(data) {
+  const meta = data?.MetaData;
+  const pos = data?.Message?.PositionReport;
+  if (!meta || !pos) return;
+
+  const mmsi = String(meta.MMSI || '');
+  if (!mmsi) return;
+
+  const lat = Number.isFinite(pos.Latitude) ? pos.Latitude : meta.latitude;
+  const lon = Number.isFinite(pos.Longitude) ? pos.Longitude : meta.longitude;
+  if (!Number.isFinite(lat) || !Number.isFinite(lon)) return;
+
+  const now = Date.now();
+
+  vessels.set(mmsi, {
+    mmsi,
+    name: meta.ShipName || '',
+    lat,
+    lon,
+    timestamp: now,
+    shipType: meta.ShipType,
+    heading: pos.TrueHeading,
+    speed: pos.Sog,
+    course: pos.Cog,
+  });
+
+  const history = vesselHistory.get(mmsi) || [];
+  history.push(now);
+  if (history.length > 10) history.shift();
+  vesselHistory.set(mmsi, history);
+
+  const gridKey = getGridKey(lat, lon);
+  let cell = densityGrid.get(gridKey);
+  if (!cell) {
+    cell = {
+      lat: Math.floor(lat / GRID_SIZE) * GRID_SIZE + GRID_SIZE / 2,
+      lon: Math.floor(lon / GRID_SIZE) * GRID_SIZE + GRID_SIZE / 2,
+      vessels: new Set(),
+      lastUpdate: now,
+      previousCount: 0,
+    };
+    densityGrid.set(gridKey, cell);
+  }
+  cell.vessels.add(mmsi);
+  cell.lastUpdate = now;
+
+  if (isLikelyMilitaryCandidate(meta)) {
+    candidateReports.set(mmsi, {
+      mmsi,
+      name: meta.ShipName || '',
+      lat,
+      lon,
+      shipType: meta.ShipType,
+      heading: pos.TrueHeading,
+      speed: pos.Sog,
+      course: pos.Cog,
+      timestamp: now,
+    });
+  }
+}
+
+function cleanupAggregates() {
+  const now = Date.now();
+  const cutoff = now - DENSITY_WINDOW;
+
+  for (const [mmsi, vessel] of vessels) {
+    if (vessel.timestamp < cutoff) {
+      vessels.delete(mmsi);
+    }
+  }
+
+  for (const [mmsi, history] of vesselHistory) {
+    const filtered = history.filter((ts) => ts >= cutoff);
+    if (filtered.length === 0) {
+      vesselHistory.delete(mmsi);
+    } else {
+      vesselHistory.set(mmsi, filtered);
+    }
+  }
+
+  for (const [key, cell] of densityGrid) {
+    cell.previousCount = cell.vessels.size;
+
+    for (const mmsi of cell.vessels) {
+      const vessel = vessels.get(mmsi);
+      if (!vessel || vessel.timestamp < cutoff) {
+        cell.vessels.delete(mmsi);
+      }
+    }
+
+    if (cell.vessels.size === 0 && now - cell.lastUpdate > DENSITY_WINDOW * 2) {
+      densityGrid.delete(key);
+    }
+  }
+
+  for (const [mmsi, report] of candidateReports) {
+    if (report.timestamp < now - CANDIDATE_RETENTION_MS) {
+      candidateReports.delete(mmsi);
+    }
+  }
+}
+
+function detectDisruptions() {
+  const disruptions = [];
+  const now = Date.now();
+
+  for (const chokepoint of CHOKEPOINTS) {
+    let vesselCount = 0;
+
+    for (const vessel of vessels.values()) {
+      const distance = Math.sqrt(
+        Math.pow(vessel.lat - chokepoint.lat, 2) +
+        Math.pow(vessel.lon - chokepoint.lon, 2)
+      );
+      if (distance <= chokepoint.radius) {
+        vesselCount++;
+      }
+    }
+
+    if (vesselCount >= 5) {
+      const normalTraffic = chokepoint.radius * 10;
+      const severity = vesselCount > normalTraffic * 1.5
+        ? 'high'
+        : vesselCount > normalTraffic
+          ? 'elevated'
+          : 'low';
+
+      disruptions.push({
+        id: `chokepoint-${chokepoint.name.toLowerCase().replace(/\s+/g, '-')}`,
+        name: chokepoint.name,
+        type: 'chokepoint_congestion',
+        lat: chokepoint.lat,
+        lon: chokepoint.lon,
+        severity,
+        changePct: normalTraffic > 0 ? Math.round((vesselCount / normalTraffic - 1) * 100) : 0,
+        windowHours: 1,
+        vesselCount,
+        region: chokepoint.name,
+        description: `${vesselCount} vessels in ${chokepoint.name}`,
+      });
+    }
+  }
+
+  let darkShipCount = 0;
+  for (const history of vesselHistory.values()) {
+    if (history.length >= 2) {
+      const lastSeen = history[history.length - 1];
+      const secondLast = history[history.length - 2];
+      if (lastSeen - secondLast > GAP_THRESHOLD && now - lastSeen < 10 * 60 * 1000) {
+        darkShipCount++;
+      }
+    }
+  }
+
+  if (darkShipCount >= 1) {
+    disruptions.push({
+      id: 'global-gap-spike',
+      name: 'AIS Gap Spike Detected',
+      type: 'gap_spike',
+      lat: 0,
+      lon: 0,
+      severity: darkShipCount > 20 ? 'high' : darkShipCount > 10 ? 'elevated' : 'low',
+      changePct: darkShipCount * 10,
+      windowHours: 1,
+      darkShips: darkShipCount,
+      description: `${darkShipCount} vessels returned after extended AIS silence`,
+    });
+  }
+
+  return disruptions;
+}
+
+function calculateDensityZones() {
+  const zones = [];
+  const allCells = Array.from(densityGrid.values()).filter((c) => c.vessels.size >= 2);
+  if (allCells.length === 0) return zones;
+
+  const vesselCounts = allCells.map((c) => c.vessels.size);
+  const maxVessels = Math.max(...vesselCounts);
+  const minVessels = Math.min(...vesselCounts);
+
+  for (const [key, cell] of densityGrid) {
+    if (cell.vessels.size < 2) continue;
+
+    const logMax = Math.log(maxVessels + 1);
+    const logMin = Math.log(minVessels + 1);
+    const logCurrent = Math.log(cell.vessels.size + 1);
+
+    const intensity = logMax > logMin
+      ? 0.2 + (0.8 * (logCurrent - logMin) / (logMax - logMin))
+      : 0.5;
+
+    const deltaPct = cell.previousCount > 0
+      ? Math.round(((cell.vessels.size - cell.previousCount) / cell.previousCount) * 100)
+      : 0;
+
+    zones.push({
+      id: `density-${key}`,
+      name: `Zone ${key}`,
+      lat: cell.lat,
+      lon: cell.lon,
+      intensity,
+      deltaPct,
+      shipsPerDay: cell.vessels.size * 48,
+      note: cell.vessels.size >= 10 ? 'High traffic area' : undefined,
+    });
+  }
+
+  return zones
+    .sort((a, b) => b.intensity - a.intensity)
+    .slice(0, MAX_DENSITY_ZONES);
+}
+
+function getCandidateReportsSnapshot() {
+  return Array.from(candidateReports.values())
+    .sort((a, b) => b.timestamp - a.timestamp)
+    .slice(0, MAX_CANDIDATE_REPORTS);
+}
+
+function buildSnapshot() {
+  const now = Date.now();
+  if (lastSnapshot && now - lastSnapshotAt < Math.floor(SNAPSHOT_INTERVAL_MS / 2)) {
+    return lastSnapshot;
+  }
+
+  cleanupAggregates();
+  snapshotSequence++;
+
+  lastSnapshot = {
+    sequence: snapshotSequence,
+    timestamp: new Date(now).toISOString(),
+    status: {
+      connected: upstreamSocket?.readyState === WebSocket.OPEN,
+      vessels: vessels.size,
+      messages: messageCount,
+      clients: clients.size,
+    },
+    disruptions: detectDisruptions(),
+    density: calculateDensityZones(),
+  };
+  lastSnapshotAt = now;
+  return lastSnapshot;
+}
+
+setInterval(() => {
+  if (upstreamSocket?.readyState === WebSocket.OPEN || vessels.size > 0) {
+    buildSnapshot();
+  }
+}, SNAPSHOT_INTERVAL_MS);
+
+// UCDP GED Events cache (persistent in-memory — Railway advantage)
+const UCDP_CACHE_TTL_MS = 6 * 60 * 60 * 1000; // 6 hours
+const UCDP_PAGE_SIZE = 1000;
+const UCDP_MAX_PAGES = 12;
+const UCDP_FETCH_TIMEOUT = 30000; // 30s per page (no Railway limit)
+const UCDP_TRAILING_WINDOW_MS = 365 * 24 * 60 * 60 * 1000;
+
+let ucdpCache = { data: null, timestamp: 0 };
+let ucdpFetchInProgress = false;
+
+const UCDP_VIOLENCE_TYPE_MAP = {
+  1: 'state-based',
+  2: 'non-state',
+  3: 'one-sided',
+};
+
+function ucdpParseDateMs(value) {
+  if (!value) return NaN;
+  return Date.parse(String(value));
+}
+
+function ucdpGetMaxDateMs(events) {
+  let maxMs = NaN;
+  for (const event of events) {
+    const ms = ucdpParseDateMs(event?.date_start);
+    if (!Number.isFinite(ms)) continue;
+    if (!Number.isFinite(maxMs) || ms > maxMs) maxMs = ms;
+  }
+  return maxMs;
+}
+
+function ucdpBuildVersionCandidates() {
+  const year = new Date().getFullYear() - 2000;
+  return Array.from(new Set([`${year}.1`, `${year - 1}.1`, '25.1', '24.1']));
+}
+
+async function ucdpFetchPage(version, page) {
+  const https = require('https');
+  const url = `https://ucdpapi.pcr.uu.se/api/gedevents/${version}?pagesize=${UCDP_PAGE_SIZE}&page=${page}`;
+
+  return new Promise((resolve, reject) => {
+    const req = https.get(url, { headers: { Accept: 'application/json' }, timeout: UCDP_FETCH_TIMEOUT }, (res) => {
+      if (res.statusCode !== 200) {
+        res.resume();
+        return reject(new Error(`UCDP API ${res.statusCode} (v${version} p${page})`));
+      }
+      let data = '';
+      res.on('data', chunk => data += chunk);
+      res.on('end', () => {
+        try { resolve(JSON.parse(data)); }
+        catch (e) { reject(new Error('UCDP JSON parse error')); }
+      });
+    });
+    req.on('error', reject);
+    req.on('timeout', () => { req.destroy(); reject(new Error('UCDP timeout')); });
+  });
+}
+
+async function ucdpDiscoverVersion() {
+  const candidates = ucdpBuildVersionCandidates();
+  for (const version of candidates) {
+    try {
+      const page0 = await ucdpFetchPage(version, 0);
+      if (Array.isArray(page0?.Result)) return { version, page0 };
+    } catch { /* next candidate */ }
+  }
+  throw new Error('No valid UCDP GED version found');
+}
+
+async function ucdpFetchAllEvents() {
+  const { version, page0 } = await ucdpDiscoverVersion();
+  const totalPages = Math.max(1, Number(page0?.TotalPages) || 1);
+  const newestPage = totalPages - 1;
+
+  let allEvents = [];
+  let latestDatasetMs = NaN;
+
+  for (let offset = 0; offset < UCDP_MAX_PAGES && (newestPage - offset) >= 0; offset++) {
+    const page = newestPage - offset;
+    const rawData = page === 0 ? page0 : await ucdpFetchPage(version, page);
+    const events = Array.isArray(rawData?.Result) ? rawData.Result : [];
+    allEvents = allEvents.concat(events);
+
+    const pageMaxMs = ucdpGetMaxDateMs(events);
+    if (!Number.isFinite(latestDatasetMs) && Number.isFinite(pageMaxMs)) {
+      latestDatasetMs = pageMaxMs;
+    }
+    if (Number.isFinite(latestDatasetMs) && Number.isFinite(pageMaxMs)) {
+      if (pageMaxMs < latestDatasetMs - UCDP_TRAILING_WINDOW_MS) break;
+    }
+    console.log(`[UCDP] Fetched v${version} page ${page} (${events.length} events)`);
+  }
+
+  const sanitized = allEvents
+    .filter(e => {
+      if (!Number.isFinite(latestDatasetMs)) return true;
+      const ms = ucdpParseDateMs(e?.date_start);
+      return Number.isFinite(ms) && ms >= (latestDatasetMs - UCDP_TRAILING_WINDOW_MS);
+    })
+    .map(e => ({
+      id: String(e.id || ''),
+      date_start: e.date_start || '',
+      date_end: e.date_end || '',
+      latitude: Number(e.latitude) || 0,
+      longitude: Number(e.longitude) || 0,
+      country: e.country || '',
+      side_a: (e.side_a || '').substring(0, 200),
+      side_b: (e.side_b || '').substring(0, 200),
+      deaths_best: Number(e.best) || 0,
+      deaths_low: Number(e.low) || 0,
+      deaths_high: Number(e.high) || 0,
+      type_of_violence: UCDP_VIOLENCE_TYPE_MAP[e.type_of_violence] || 'state-based',
+      source_original: (e.source_original || '').substring(0, 300),
+    }))
+    .sort((a, b) => {
+      const bMs = ucdpParseDateMs(b.date_start);
+      const aMs = ucdpParseDateMs(a.date_start);
+      return (Number.isFinite(bMs) ? bMs : 0) - (Number.isFinite(aMs) ? aMs : 0);
+    });
+
+  return {
+    success: true,
+    count: sanitized.length,
+    data: sanitized,
+    version,
+    cached_at: new Date().toISOString(),
+  };
+}
+
+async function handleUcdpEventsRequest(req, res) {
+  const now = Date.now();
+
+  if (ucdpCache.data && now - ucdpCache.timestamp < UCDP_CACHE_TTL_MS) {
+    return sendCompressed(req, res, 200, {
+      'Content-Type': 'application/json',
+      'Cache-Control': 'public, max-age=3600',
+      'X-Cache': 'HIT',
+    }, JSON.stringify(ucdpCache.data));
+  }
+
+  if (ucdpCache.data && !ucdpFetchInProgress) {
+    ucdpFetchInProgress = true;
+    ucdpFetchAllEvents()
+      .then(result => {
+        ucdpCache = { data: result, timestamp: Date.now() };
+        console.log(`[UCDP] Background refresh: ${result.count} events (v${result.version})`);
+      })
+      .catch(err => console.error('[UCDP] Background refresh error:', err.message))
+      .finally(() => { ucdpFetchInProgress = false; });
+
+    return sendCompressed(req, res, 200, {
+      'Content-Type': 'application/json',
+      'Cache-Control': 'public, max-age=600',
+      'X-Cache': 'STALE',
+    }, JSON.stringify(ucdpCache.data));
+  }
+
+  if (ucdpFetchInProgress) {
+    res.writeHead(202, { 'Content-Type': 'application/json' });
+    return res.end(JSON.stringify({ success: false, count: 0, data: [], cached_at: '', message: 'Fetch in progress' }));
+  }
+
+  try {
+    ucdpFetchInProgress = true;
+    console.log('[UCDP] Cold fetch starting...');
+    const result = await ucdpFetchAllEvents();
+    ucdpCache = { data: result, timestamp: Date.now() };
+    ucdpFetchInProgress = false;
+    console.log(`[UCDP] Cold fetch complete: ${result.count} events (v${result.version})`);
+
+    sendCompressed(req, res, 200, {
+      'Content-Type': 'application/json',
+      'Cache-Control': 'public, max-age=3600',
+      'X-Cache': 'MISS',
+    }, JSON.stringify(result));
+  } catch (err) {
+    ucdpFetchInProgress = false;
+    console.error('[UCDP] Fetch error:', err.message);
+    res.writeHead(500, { 'Content-Type': 'application/json' });
+    res.end(JSON.stringify({ success: false, error: err.message, count: 0, data: [] }));
+  }
+}
+
+// ── Response caches (eliminates ~1.2TB/day OpenSky + ~30GB/day RSS egress) ──
+const openskyResponseCache = new Map(); // key: sorted query params → { data, timestamp }
+const OPENSKY_CACHE_TTL_MS = 30 * 1000; // 30s — OpenSky updates every ~10s but 58 clients hammer it
+const rssResponseCache = new Map(); // key: feed URL → { data, contentType, timestamp }
+const RSS_CACHE_TTL_MS = 5 * 60 * 1000; // 5 min — RSS feeds rarely update faster
+
+// OpenSky OAuth2 token cache
+let openskyToken = null;
+let openskyTokenExpiry = 0;
+
+async function getOpenSkyToken() {
+  const clientId = process.env.OPENSKY_CLIENT_ID;
+  const clientSecret = process.env.OPENSKY_CLIENT_SECRET;
+
+  if (!clientId || !clientSecret) {
+    return null;
+  }
+
+  // Return cached token if still valid (with 60s buffer)
+  if (openskyToken && Date.now() < openskyTokenExpiry - 60000) {
+    return openskyToken;
+  }
+
+  try {
+    console.log('[Relay] Fetching new OpenSky OAuth2 token...');
+    const https = require('https');
+
+    return new Promise((resolve, reject) => {
+      const postData = `grant_type=client_credentials&client_id=${encodeURIComponent(clientId)}&client_secret=${encodeURIComponent(clientSecret)}`;
+
+      const req = https.request({
+        hostname: 'auth.opensky-network.org',
+        port: 443,
+        path: '/auth/realms/opensky-network/protocol/openid-connect/token',
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/x-www-form-urlencoded',
+          'Content-Length': Buffer.byteLength(postData),
+        },
+        timeout: 10000
+      }, (res) => {
+        let data = '';
+        res.on('data', chunk => data += chunk);
+        res.on('end', () => {
+          try {
+            const json = JSON.parse(data);
+            if (json.access_token) {
+              openskyToken = json.access_token;
+              // Token valid for 30 min, cache with expiry
+              openskyTokenExpiry = Date.now() + (json.expires_in || 1800) * 1000;
+              console.log('[Relay] OpenSky token acquired, expires in', json.expires_in, 'seconds');
+              resolve(openskyToken);
+            } else {
+              console.error('[Relay] OpenSky token error:', json.error || 'Unknown');
+              resolve(null);
+            }
+          } catch (e) {
+            console.error('[Relay] OpenSky token parse error:', e.message);
+            resolve(null);
+          }
+        });
+      });
+
+      req.on('error', (err) => {
+        console.error('[Relay] OpenSky token request error:', err.message);
+        resolve(null);
+      });
+
+      req.on('timeout', () => {
+        req.destroy();
+        resolve(null);
+      });
+
+      req.write(postData);
+      req.end();
+    });
+  } catch (err) {
+    console.error('[Relay] OpenSky token error:', err.message);
+    return null;
+  }
+}
+
+async function handleOpenSkyRequest(req, res, PORT) {
+  try {
+    const url = new URL(req.url, `http://localhost:${PORT}`);
+    const params = url.searchParams;
+
+    // Build cache key from sorted bounding box params
+    const cacheKey = ['lamin', 'lomin', 'lamax', 'lomax']
+      .map(k => params.get(k) || '')
+      .join(',');
+
+    const cached = openskyResponseCache.get(cacheKey);
+    if (cached && Date.now() - cached.timestamp < OPENSKY_CACHE_TTL_MS) {
+      return sendCompressed(req, res, 200, {
+        'Content-Type': 'application/json',
+        'Cache-Control': 'public, max-age=30',
+        'X-Cache': 'HIT',
+      }, cached.data);
+    }
+
+    const token = await getOpenSkyToken();
+    if (!token) {
+      res.writeHead(503, { 'Content-Type': 'application/json' });
+      res.end(JSON.stringify({ error: 'OpenSky not configured or auth failed', time: Date.now(), states: [] }));
+      return;
+    }
+
+    let openskyUrl = 'https://opensky-network.org/api/states/all';
+    const queryParams = [];
+    for (const key of ['lamin', 'lomin', 'lamax', 'lomax']) {
+      if (params.has(key)) queryParams.push(`${key}=${params.get(key)}`);
+    }
+    if (queryParams.length > 0) {
+      openskyUrl += '?' + queryParams.join('&');
+    }
+
+    console.log('[Relay] OpenSky request (MISS):', openskyUrl);
+
+    const https = require('https');
+    const request = https.get(openskyUrl, {
+      headers: {
+        'Accept': 'application/json',
+        'User-Agent': 'WorldMonitor/1.0',
+        'Authorization': `Bearer ${token}`,
+      },
+      timeout: 15000
+    }, (response) => {
+      let data = '';
+      response.on('data', chunk => data += chunk);
+      response.on('end', () => {
+        if (response.statusCode === 401) {
+          openskyToken = null;
+          openskyTokenExpiry = 0;
+        }
+        if (response.statusCode === 200) {
+          openskyResponseCache.set(cacheKey, { data, timestamp: Date.now() });
+        }
+        sendCompressed(req, res, response.statusCode, {
+          'Content-Type': 'application/json',
+          'Cache-Control': 'public, max-age=30',
+          'X-Cache': 'MISS',
+        }, data);
+      });
+    });
+
+    request.on('error', (err) => {
+      console.error('[Relay] OpenSky error:', err.message);
+      if (cached) {
+        return sendCompressed(req, res, 200, { 'Content-Type': 'application/json', 'X-Cache': 'STALE' }, cached.data);
+      }
+      res.writeHead(500, { 'Content-Type': 'application/json' });
+      res.end(JSON.stringify({ error: err.message, time: Date.now(), states: null }));
+    });
+
+    request.on('timeout', () => {
+      request.destroy();
+      if (cached) {
+        return sendCompressed(req, res, 200, { 'Content-Type': 'application/json', 'X-Cache': 'STALE' }, cached.data);
+      }
+      res.writeHead(504, { 'Content-Type': 'application/json' });
+      res.end(JSON.stringify({ error: 'Request timeout', time: Date.now(), states: null }));
+    });
+  } catch (err) {
+    res.writeHead(500, { 'Content-Type': 'application/json' });
+    res.end(JSON.stringify({ error: err.message, time: Date.now(), states: null }));
+  }
+}
+
+// ── World Bank proxy (World Bank blocks Vercel edge IPs with 403) ──
+const worldbankCache = new Map(); // key: query string → { data, timestamp }
+const WORLDBANK_CACHE_TTL_MS = 30 * 60 * 1000; // 30 min — data rarely changes
+
+function handleWorldBankRequest(req, res) {
+  const url = new URL(req.url, `http://localhost:${PORT}`);
+  const qs = url.search || '';
+  const cacheKey = qs;
+
+  const cached = worldbankCache.get(cacheKey);
+  if (cached && Date.now() - cached.timestamp < WORLDBANK_CACHE_TTL_MS) {
+    return sendCompressed(req, res, 200, {
+      'Content-Type': 'application/json',
+      'Cache-Control': 'public, max-age=1800',
+      'X-Cache': 'HIT',
+    }, cached.data);
+  }
+
+  const targetUrl = `https://api.worldbank.org/v2${qs.includes('action=indicators') ? '' : '/country'}${url.pathname.replace('/worldbank', '')}${qs}`;
+  // Passthrough: forward query params to the Vercel edge handler format
+  // The client sends the same params as /api/worldbank, so we re-fetch from upstream
+  const wbParams = new URLSearchParams(url.searchParams);
+  const action = wbParams.get('action');
+
+  if (action === 'indicators') {
+    // Static response — return indicator list directly (same as api/worldbank.js)
+    const indicators = {
+      'IT.NET.USER.ZS': 'Internet Users (% of population)',
+      'IT.CEL.SETS.P2': 'Mobile Subscriptions (per 100 people)',
+      'IT.NET.BBND.P2': 'Fixed Broadband Subscriptions (per 100 people)',
+      'IT.NET.SECR.P6': 'Secure Internet Servers (per million people)',
+      'GB.XPD.RSDV.GD.ZS': 'R&D Expenditure (% of GDP)',
+      'IP.PAT.RESD': 'Patent Applications (residents)',
+      'IP.PAT.NRES': 'Patent Applications (non-residents)',
+      'IP.TMK.TOTL': 'Trademark Applications',
+      'TX.VAL.TECH.MF.ZS': 'High-Tech Exports (% of manufactured exports)',
+      'BX.GSR.CCIS.ZS': 'ICT Service Exports (% of service exports)',
+      'TM.VAL.ICTG.ZS.UN': 'ICT Goods Imports (% of total goods imports)',
+      'SE.TER.ENRR': 'Tertiary Education Enrollment (%)',
+      'SE.XPD.TOTL.GD.ZS': 'Education Expenditure (% of GDP)',
+      'NY.GDP.MKTP.KD.ZG': 'GDP Growth (annual %)',
+      'NY.GDP.PCAP.CD': 'GDP per Capita (current US$)',
+      'NE.EXP.GNFS.ZS': 'Exports of Goods & Services (% of GDP)',
+    };
+    const defaultCountries = [
+      'USA','CHN','JPN','DEU','KOR','GBR','IND','ISR','SGP','TWN',
+      'FRA','CAN','SWE','NLD','CHE','FIN','IRL','AUS','BRA','IDN',
+      'ARE','SAU','QAT','BHR','EGY','TUR','MYS','THA','VNM','PHL',
+      'ESP','ITA','POL','CZE','DNK','NOR','AUT','BEL','PRT','EST',
+      'MEX','ARG','CHL','COL','ZAF','NGA','KEN',
+    ];
+    const body = JSON.stringify({ indicators, defaultCountries });
+    worldbankCache.set(cacheKey, { data: body, timestamp: Date.now() });
+    return sendCompressed(req, res, 200, {
+      'Content-Type': 'application/json',
+      'Cache-Control': 'public, max-age=86400',
+      'X-Cache': 'MISS',
+    }, body);
+  }
+
+  const indicator = wbParams.get('indicator');
+  if (!indicator) {
+    res.writeHead(400, { 'Content-Type': 'application/json' });
+    return res.end(JSON.stringify({ error: 'Missing indicator parameter' }));
+  }
+
+  const country = wbParams.get('country');
+  const countries = wbParams.get('countries');
+  const years = parseInt(wbParams.get('years') || '5', 10);
+  let countryList = country || (countries ? countries.split(',').join(';') : [
+    'USA','CHN','JPN','DEU','KOR','GBR','IND','ISR','SGP','TWN',
+    'FRA','CAN','SWE','NLD','CHE','FIN','IRL','AUS','BRA','IDN',
+    'ARE','SAU','QAT','BHR','EGY','TUR','MYS','THA','VNM','PHL',
+    'ESP','ITA','POL','CZE','DNK','NOR','AUT','BEL','PRT','EST',
+    'MEX','ARG','CHL','COL','ZAF','NGA','KEN',
+  ].join(';'));
+
+  const currentYear = new Date().getFullYear();
+  const startYear = currentYear - years;
+  const TECH_INDICATORS = {
+    'IT.NET.USER.ZS': 'Internet Users (% of population)',
+    'IT.CEL.SETS.P2': 'Mobile Subscriptions (per 100 people)',
+    'IT.NET.BBND.P2': 'Fixed Broadband Subscriptions (per 100 people)',
+    'IT.NET.SECR.P6': 'Secure Internet Servers (per million people)',
+    'GB.XPD.RSDV.GD.ZS': 'R&D Expenditure (% of GDP)',
+    'IP.PAT.RESD': 'Patent Applications (residents)',
+    'IP.PAT.NRES': 'Patent Applications (non-residents)',
+    'IP.TMK.TOTL': 'Trademark Applications',
+    'TX.VAL.TECH.MF.ZS': 'High-Tech Exports (% of manufactured exports)',
+    'BX.GSR.CCIS.ZS': 'ICT Service Exports (% of service exports)',
+    'TM.VAL.ICTG.ZS.UN': 'ICT Goods Imports (% of total goods imports)',
+    'SE.TER.ENRR': 'Tertiary Education Enrollment (%)',
+    'SE.XPD.TOTL.GD.ZS': 'Education Expenditure (% of GDP)',
+    'NY.GDP.MKTP.KD.ZG': 'GDP Growth (annual %)',
+    'NY.GDP.PCAP.CD': 'GDP per Capita (current US$)',
+    'NE.EXP.GNFS.ZS': 'Exports of Goods & Services (% of GDP)',
+  };
+
+  const wbUrl = `https://api.worldbank.org/v2/country/${countryList}/indicator/${encodeURIComponent(indicator)}?format=json&date=${startYear}:${currentYear}&per_page=1000`;
+
+  console.log('[Relay] World Bank request (MISS):', indicator);
+
+  const https = require('https');
+  const request = https.get(wbUrl, {
+    headers: {
+      'Accept': 'application/json',
+      'User-Agent': 'Mozilla/5.0 (compatible; WorldMonitor/1.0; +https://worldmonitor.app)',
+    },
+    timeout: 15000,
+  }, (response) => {
+    if (response.statusCode !== 200) {
+      res.writeHead(response.statusCode, { 'Content-Type': 'application/json' });
+      return res.end(JSON.stringify({ error: `World Bank API ${response.statusCode}` }));
+    }
+    let rawData = '';
+    response.on('data', chunk => rawData += chunk);
+    response.on('end', () => {
+      try {
+        const parsed = JSON.parse(rawData);
+        // Transform raw World Bank response to match client-expected format
+        if (!parsed || !Array.isArray(parsed) || parsed.length < 2 || !parsed[1]) {
+          const empty = JSON.stringify({
+            indicator,
+            indicatorName: TECH_INDICATORS[indicator] || indicator,
+            metadata: { page: 1, pages: 1, total: 0 },
+            byCountry: {}, latestByCountry: {}, timeSeries: [],
+          });
+          worldbankCache.set(cacheKey, { data: empty, timestamp: Date.now() });
+          return sendCompressed(req, res, 200, {
+            'Content-Type': 'application/json',
+            'Cache-Control': 'public, max-age=1800',
+            'X-Cache': 'MISS',
+          }, empty);
+        }
+
+        const [metadata, records] = parsed;
+        const transformed = {
+          indicator,
+          indicatorName: TECH_INDICATORS[indicator] || (records[0]?.indicator?.value || indicator),
+          metadata: { page: metadata.page, pages: metadata.pages, total: metadata.total },
+          byCountry: {}, latestByCountry: {}, timeSeries: [],
+        };
+
+        for (const record of records || []) {
+          const cc = record.countryiso3code || record.country?.id;
+          const cn = record.country?.value;
+          const yr = record.date;
+          const val = record.value;
+          if (!cc || val === null) continue;
+          if (!transformed.byCountry[cc]) transformed.byCountry[cc] = { code: cc, name: cn, values: [] };
+          transformed.byCountry[cc].values.push({ year: yr, value: val });
+          if (!transformed.latestByCountry[cc] || yr > transformed.latestByCountry[cc].year) {
+            transformed.latestByCountry[cc] = { code: cc, name: cn, year: yr, value: val };
+          }
+          transformed.timeSeries.push({ countryCode: cc, countryName: cn, year: yr, value: val });
+        }
+        for (const c of Object.values(transformed.byCountry)) c.values.sort((a, b) => a.year - b.year);
+        transformed.timeSeries.sort((a, b) => b.year - a.year || a.countryCode.localeCompare(b.countryCode));
+
+        const body = JSON.stringify(transformed);
+        worldbankCache.set(cacheKey, { data: body, timestamp: Date.now() });
+        sendCompressed(req, res, 200, {
+          'Content-Type': 'application/json',
+          'Cache-Control': 'public, max-age=1800',
+          'X-Cache': 'MISS',
+        }, body);
+      } catch (e) {
+        console.error('[Relay] World Bank parse error:', e.message);
+        res.writeHead(500, { 'Content-Type': 'application/json' });
+        res.end(JSON.stringify({ error: 'Parse error' }));
+      }
+    });
+  });
+  request.on('error', (err) => {
+    console.error('[Relay] World Bank error:', err.message);
+    if (cached) {
+      return sendCompressed(req, res, 200, {
+        'Content-Type': 'application/json',
+        'X-Cache': 'STALE',
+      }, cached.data);
+    }
+    res.writeHead(502, { 'Content-Type': 'application/json' });
+    res.end(JSON.stringify({ error: err.message }));
+  });
+  request.on('timeout', () => {
+    request.destroy();
+    if (cached) {
+      return sendCompressed(req, res, 200, {
+        'Content-Type': 'application/json',
+        'X-Cache': 'STALE',
+      }, cached.data);
+    }
+    res.writeHead(504, { 'Content-Type': 'application/json' });
+    res.end(JSON.stringify({ error: 'World Bank request timeout' }));
+  });
+}
+
+// ── Polymarket proxy (Cloudflare JA3 blocks Vercel edge runtime) ──
+const polymarketCache = new Map(); // key: query string → { data, timestamp }
+const POLYMARKET_CACHE_TTL_MS = 2 * 60 * 1000; // 2 min — market data changes frequently
+
+function handlePolymarketRequest(req, res) {
+  const url = new URL(req.url, `http://localhost:${PORT}`);
+  const cacheKey = url.search || '';
+
+  const cached = polymarketCache.get(cacheKey);
+  if (cached && Date.now() - cached.timestamp < POLYMARKET_CACHE_TTL_MS) {
+    return sendCompressed(req, res, 200, {
+      'Content-Type': 'application/json',
+      'Cache-Control': 'public, max-age=120',
+      'X-Cache': 'HIT',
+      'X-Polymarket-Source': 'railway-cache',
+    }, cached.data);
+  }
+
+  const endpoint = url.searchParams.get('endpoint') || 'markets';
+  const params = new URLSearchParams();
+  params.set('closed', url.searchParams.get('closed') || 'false');
+  params.set('order', url.searchParams.get('order') || 'volume');
+  params.set('ascending', url.searchParams.get('ascending') || 'false');
+  const limit = Math.max(1, Math.min(100, parseInt(url.searchParams.get('limit') || '50', 10) || 50));
+  params.set('limit', String(limit));
+  const tag = url.searchParams.get('tag') || url.searchParams.get('tag_slug');
+  if (tag && endpoint === 'events') params.set('tag_slug', tag.replace(/[^a-z0-9-]/gi, '').slice(0, 100));
+
+  const gammaUrl = `https://gamma-api.polymarket.com/${endpoint}?${params}`;
+  console.log('[Relay] Polymarket request (MISS):', endpoint, tag || '');
+
+  const https = require('https');
+  const request = https.get(gammaUrl, {
+    headers: { 'Accept': 'application/json' },
+    timeout: 10000,
+  }, (response) => {
+    if (response.statusCode !== 200) {
+      console.error(`[Relay] Polymarket upstream ${response.statusCode}`);
+      res.writeHead(response.statusCode, { 'Content-Type': 'application/json' });
+      return res.end(JSON.stringify([]));
+    }
+    let data = '';
+    response.on('data', chunk => data += chunk);
+    response.on('end', () => {
+      polymarketCache.set(cacheKey, { data, timestamp: Date.now() });
+      sendCompressed(req, res, 200, {
+        'Content-Type': 'application/json',
+        'Cache-Control': 'public, max-age=120',
+        'X-Cache': 'MISS',
+        'X-Polymarket-Source': 'railway',
+      }, data);
+    });
+  });
+  request.on('error', (err) => {
+    console.error('[Relay] Polymarket error:', err.message);
+    if (cached) {
+      return sendCompressed(req, res, 200, {
+        'Content-Type': 'application/json',
+        'X-Cache': 'STALE',
+        'X-Polymarket-Source': 'railway-stale',
+      }, cached.data);
+    }
+    res.writeHead(200, { 'Content-Type': 'application/json' });
+    res.end(JSON.stringify([]));
+  });
+  request.on('timeout', () => {
+    request.destroy();
+    if (cached) {
+      return sendCompressed(req, res, 200, {
+        'Content-Type': 'application/json',
+        'X-Cache': 'STALE',
+        'X-Polymarket-Source': 'railway-stale',
+      }, cached.data);
+    }
+    res.writeHead(200, { 'Content-Type': 'application/json' });
+    res.end(JSON.stringify([]));
+  });
+}
+
+// Periodic cache cleanup to prevent memory leaks
+setInterval(() => {
+  const now = Date.now();
+  for (const [key, entry] of openskyResponseCache) {
+    if (now - entry.timestamp > OPENSKY_CACHE_TTL_MS * 2) openskyResponseCache.delete(key);
+  }
+  for (const [key, entry] of rssResponseCache) {
+    if (now - entry.timestamp > RSS_CACHE_TTL_MS * 2) rssResponseCache.delete(key);
+  }
+  for (const [key, entry] of worldbankCache) {
+    if (now - entry.timestamp > WORLDBANK_CACHE_TTL_MS * 2) worldbankCache.delete(key);
+  }
+  for (const [key, entry] of polymarketCache) {
+    if (now - entry.timestamp > POLYMARKET_CACHE_TTL_MS * 2) polymarketCache.delete(key);
+  }
+}, 60 * 1000);
+
+// CORS origin allowlist — only our domains can use this relay
+const ALLOWED_ORIGINS = [
+  'https://worldmonitor.app',
+  'https://tech.worldmonitor.app',
+  'http://localhost:5173',   // Vite dev
+  'http://localhost:5174',   // Vite dev alt port
+  'http://localhost:4173',   // Vite preview
+  'https://localhost',       // Tauri desktop
+  'tauri://localhost',       // Tauri iOS/macOS
+];
+
+function getCorsOrigin(req) {
+  const origin = req.headers.origin || '';
+  if (ALLOWED_ORIGINS.includes(origin)) return origin;
+  // Allow Vercel preview deployments
+  if (origin.endsWith('.vercel.app')) return origin;
+  return '';
+}
+
+const server = http.createServer(async (req, res) => {
+  const corsOrigin = getCorsOrigin(req);
+  if (corsOrigin) {
+    res.setHeader('Access-Control-Allow-Origin', corsOrigin);
+    res.setHeader('Vary', 'Origin');
+  }
+  res.setHeader('Access-Control-Allow-Methods', 'GET, OPTIONS');
+  res.setHeader('Access-Control-Allow-Headers', 'Content-Type');
+
+  // Handle CORS preflight
+  if (req.method === 'OPTIONS') {
+    res.writeHead(corsOrigin ? 204 : 403);
+    return res.end();
+  }
+
+  if (req.url === '/health' || req.url === '/') {
+    sendCompressed(req, res, 200, { 'Content-Type': 'application/json' }, JSON.stringify({
+      status: 'ok',
+      clients: clients.size,
+      messages: messageCount,
+      connected: upstreamSocket?.readyState === WebSocket.OPEN,
+      vessels: vessels.size,
+      densityZones: Array.from(densityGrid.values()).filter(c => c.vessels.size >= 2).length,
+      cache: {
+        opensky: openskyResponseCache.size,
+        rss: rssResponseCache.size,
+        ucdp: ucdpCache.data ? 'warm' : 'cold',
+        worldbank: worldbankCache.size,
+        polymarket: polymarketCache.size,
+      },
+    }));
+  } else if (req.url.startsWith('/ais/snapshot')) {
+    // Aggregated AIS snapshot for server-side fanout
+    connectUpstream();
+    const url = new URL(req.url, `http://localhost:${PORT}`);
+    const includeCandidates = url.searchParams.get('candidates') === 'true';
+    const snapshot = buildSnapshot();
+    const payload = includeCandidates
+      ? { ...snapshot, candidateReports: getCandidateReportsSnapshot() }
+      : { ...snapshot, candidateReports: [] };
+
+    sendCompressed(req, res, 200, {
+      'Content-Type': 'application/json',
+      'Cache-Control': 'public, max-age=2'
+    }, JSON.stringify(payload));
+  } else if (req.url.startsWith('/rss')) {
+    // Proxy RSS feeds that block Vercel IPs
+    try {
+      const url = new URL(req.url, `http://localhost:${PORT}`);
+      const feedUrl = url.searchParams.get('url');
+
+      if (!feedUrl) {
+        res.writeHead(400, { 'Content-Type': 'application/json' });
+        return res.end(JSON.stringify({ error: 'Missing url parameter' }));
+      }
+
+      // Allow domains that block Vercel IPs (must match feeds.ts railwayRss usage)
+      const allowedDomains = [
+        // Original
+        'rss.cnn.com',
+        'www.defensenews.com',
+        'layoffs.fyi',
+        // International Organizations
+        'news.un.org',
+        'www.cisa.gov',
+        'www.iaea.org',
+        'www.who.int',
+        'www.crisisgroup.org',
+        // Middle East & Regional News
+        'english.alarabiya.net',
+        'www.arabnews.com',
+        'www.timesofisrael.com',
+        'www.scmp.com',
+        'kyivindependent.com',
+        'www.themoscowtimes.com',
+        // Africa
+        'feeds.24.com',
+        'feeds.capi24.com',  // News24 redirect destination
+        'www.atlanticcouncil.org',
+      ];
+      const parsed = new URL(feedUrl);
+      if (!allowedDomains.includes(parsed.hostname)) {
+        res.writeHead(403, { 'Content-Type': 'application/json' });
+        return res.end(JSON.stringify({ error: 'Domain not allowed on Railway proxy' }));
+      }
+
+      // Serve from cache if fresh (5 min TTL)
+      const rssCached = rssResponseCache.get(feedUrl);
+      if (rssCached && Date.now() - rssCached.timestamp < RSS_CACHE_TTL_MS) {
+        return sendCompressed(req, res, 200, {
+          'Content-Type': rssCached.contentType || 'application/xml',
+          'Cache-Control': 'public, max-age=300',
+          'X-Cache': 'HIT',
+        }, rssCached.data);
+      }
+
+      console.log('[Relay] RSS request (MISS):', feedUrl);
+
+      const https = require('https');
+      const http = require('http');
+
+      let responseHandled = false;
+
+      const sendError = (statusCode, message) => {
+        if (responseHandled || res.headersSent) return;
+        responseHandled = true;
+        res.writeHead(statusCode, { 'Content-Type': 'application/json' });
+        res.end(JSON.stringify({ error: message }));
+      };
+
+      const fetchWithRedirects = (url, redirectCount = 0) => {
+        if (redirectCount > 3) {
+          return sendError(502, 'Too many redirects');
+        }
+
+        const protocol = url.startsWith('https') ? https : http;
+        const request = protocol.get(url, {
+          headers: {
+            'Accept': 'application/rss+xml, application/xml, text/xml, */*',
+            'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36',
+            'Accept-Language': 'en-US,en;q=0.9',
+          },
+          timeout: 15000
+        }, (response) => {
+          if ([301, 302, 303, 307, 308].includes(response.statusCode) && response.headers.location) {
+            const redirectUrl = response.headers.location.startsWith('http')
+              ? response.headers.location
+              : new URL(response.headers.location, url).href;
+            console.log(`[Relay] Following redirect to: ${redirectUrl}`);
+            return fetchWithRedirects(redirectUrl, redirectCount + 1);
+          }
+
+          const encoding = response.headers['content-encoding'];
+          let stream = response;
+          if (encoding === 'gzip' || encoding === 'deflate') {
+            const zlib = require('zlib');
+            stream = encoding === 'gzip' ? response.pipe(zlib.createGunzip()) : response.pipe(zlib.createInflate());
+          }
+
+          const chunks = [];
+          stream.on('data', chunk => chunks.push(chunk));
+          stream.on('end', () => {
+            if (responseHandled || res.headersSent) return;
+            responseHandled = true;
+            const data = Buffer.concat(chunks);
+            // Cache successful responses
+            if (response.statusCode >= 200 && response.statusCode < 300) {
+              rssResponseCache.set(feedUrl, { data, contentType: 'application/xml', timestamp: Date.now() });
+            }
+            sendCompressed(req, res, response.statusCode, {
+              'Content-Type': 'application/xml',
+              'Cache-Control': 'public, max-age=300',
+              'X-Cache': 'MISS',
+            }, data);
+          });
+          stream.on('error', (err) => {
+            console.error('[Relay] Decompression error:', err.message);
+            sendError(502, 'Decompression failed: ' + err.message);
+          });
+        });
+
+        request.on('error', (err) => {
+          console.error('[Relay] RSS error:', err.message);
+          // Serve stale on error
+          if (rssCached) {
+            if (!responseHandled && !res.headersSent) {
+              responseHandled = true;
+              sendCompressed(req, res, 200, { 'Content-Type': 'application/xml', 'X-Cache': 'STALE' }, rssCached.data);
+            }
+            return;
+          }
+          sendError(502, err.message);
+        });
+
+        request.on('timeout', () => {
+          request.destroy();
+          if (rssCached && !responseHandled && !res.headersSent) {
+            responseHandled = true;
+            return sendCompressed(req, res, 200, { 'Content-Type': 'application/xml', 'X-Cache': 'STALE' }, rssCached.data);
+          }
+          sendError(504, 'Request timeout');
+        });
+      };
+
+      fetchWithRedirects(feedUrl);
+    } catch (err) {
+      if (!res.headersSent) {
+        res.writeHead(500, { 'Content-Type': 'application/json' });
+        res.end(JSON.stringify({ error: err.message }));
+      }
+    }
+  } else if (req.url.startsWith('/ucdp-events')) {
+    handleUcdpEventsRequest(req, res);
+  } else if (req.url.startsWith('/opensky')) {
+    handleOpenSkyRequest(req, res, PORT);
+  } else if (req.url.startsWith('/worldbank')) {
+    handleWorldBankRequest(req, res);
+  } else if (req.url.startsWith('/polymarket')) {
+    handlePolymarketRequest(req, res);
+  } else {
+    res.writeHead(404);
+    res.end();
+  }
+});
+
+function connectUpstream() {
+  // Skip if already connected or connecting
+  if (upstreamSocket?.readyState === WebSocket.OPEN ||
+      upstreamSocket?.readyState === WebSocket.CONNECTING) return;
+
+  console.log('[Relay] Connecting to aisstream.io...');
+  const socket = new WebSocket(AISSTREAM_URL);
+  upstreamSocket = socket;
+
+  socket.on('open', () => {
+    // Verify this socket is still the current one (race condition guard)
+    if (upstreamSocket !== socket) {
+      console.log('[Relay] Stale socket open event, closing');
+      socket.close();
+      return;
+    }
+    console.log('[Relay] Connected to aisstream.io');
+    socket.send(JSON.stringify({
+      APIKey: API_KEY,
+      BoundingBoxes: [[[-90, -180], [90, 180]]],
+      FilterMessageTypes: ['PositionReport'],
+    }));
+  });
+
+  socket.on('message', (data) => {
+    if (upstreamSocket !== socket) return;
+    messageCount++;
+    if (messageCount % 1000 === 0) {
+      console.log(`[Relay] ${messageCount} messages, ${clients.size} clients, cache: opensky=${openskyResponseCache.size} rss=${rssResponseCache.size}`);
+    }
+    const message = data.toString();
+    try {
+      const parsed = JSON.parse(message);
+      if (parsed?.MessageType === 'PositionReport') {
+        processPositionReportForSnapshot(parsed);
+      }
+    } catch {
+      // Ignore malformed upstream payloads
+    }
+
+    // Throttled fanout: only forward every 10th message to WS clients
+    // The app uses HTTP snapshot polling, not WS — this is mostly for external consumers
+    if (clients.size > 0 && messageCount % 10 === 0) {
+      for (const client of clients) {
+        if (client.readyState === WebSocket.OPEN) {
+          client.send(message);
+        }
+      }
+    }
+  });
+
+  socket.on('close', () => {
+    if (upstreamSocket === socket) {
+      upstreamSocket = null;
+      console.log('[Relay] Disconnected, reconnecting in 5s...');
+      setTimeout(connectUpstream, 5000);
+    }
+  });
+
+  socket.on('error', (err) => {
+    console.error('[Relay] Upstream error:', err.message);
+  });
+}
+
+const wss = new WebSocketServer({ server });
+
+server.listen(PORT, () => {
+  console.log(`[Relay] WebSocket relay on port ${PORT}`);
+});
+
+wss.on('connection', (ws, req) => {
+  if (clients.size >= MAX_WS_CLIENTS) {
+    console.log(`[Relay] WS client rejected (max ${MAX_WS_CLIENTS})`);
+    ws.close(1013, 'Max clients reached');
+    return;
+  }
+  console.log(`[Relay] Client connected (${clients.size + 1}/${MAX_WS_CLIENTS})`);
+  clients.add(ws);
+  connectUpstream();
+
+  ws.on('close', () => {
+    clients.delete(ws);
+  });
+
+  ws.on('error', (err) => {
+    console.error('[Relay] Client error:', err.message);
+  });
+});
diff --git a/scripts/desktop-package.mjs b/scripts/desktop-package.mjs
new file mode 100644
index 000000000..0f902b238
--- /dev/null
+++ b/scripts/desktop-package.mjs
@@ -0,0 +1,96 @@
+#!/usr/bin/env node
+import { spawnSync } from 'node:child_process';
+import { existsSync } from 'node:fs';
+import path from 'node:path';
+
+const args = process.argv.slice(2);
+
+const getArg = (name) => {
+  const index = args.indexOf(`--${name}`);
+  if (index === -1) return undefined;
+  return args[index + 1];
+};
+
+const hasFlag = (name) => args.includes(`--${name}`);
+
+const os = getArg('os');
+const variant = getArg('variant') ?? 'full';
+const sign = hasFlag('sign');
+const showHelp = hasFlag('help') || hasFlag('h');
+
+const validOs = new Set(['macos', 'windows']);
+const validVariants = new Set(['full', 'tech']);
+
+if (showHelp) {
+  console.log('Usage: npm run desktop:package -- --os <macos|windows> --variant <full|tech> [--sign]');
+  process.exit(0);
+}
+
+if (!validOs.has(os)) {
+  console.error('Usage: npm run desktop:package -- --os <macos|windows> --variant <full|tech> [--sign]');
+  process.exit(1);
+}
+
+if (!validVariants.has(variant)) {
+  console.error('Invalid variant. Use --variant full or --variant tech.');
+  process.exit(1);
+}
+
+const bundles = os === 'macos' ? 'app,dmg' : 'nsis,msi';
+const env = {
+  ...process.env,
+  VITE_VARIANT: variant,
+  VITE_DESKTOP_RUNTIME: '1',
+};
+const cliArgs = ['build', '--bundles', bundles];
+const tauriBin = path.join('node_modules', '.bin', process.platform === 'win32' ? 'tauri.cmd' : 'tauri');
+
+if (!existsSync(tauriBin)) {
+  console.error(
+    `Local Tauri CLI not found at ${tauriBin}. Run \"npm ci\" to install dependencies before desktop packaging.`
+  );
+  process.exit(1);
+}
+
+if (variant === 'tech') {
+  cliArgs.push('--config', 'src-tauri/tauri.tech.conf.json');
+}
+
+if (sign) {
+  if (os === 'macos') {
+    const hasIdentity = Boolean(env.TAURI_BUNDLE_MACOS_SIGNING_IDENTITY || env.APPLE_SIGNING_IDENTITY);
+    const hasProvider = Boolean(env.TAURI_BUNDLE_MACOS_PROVIDER_SHORT_NAME);
+    if (!hasIdentity || !hasProvider) {
+      console.error(
+        'Signing requested (--sign) but missing macOS signing env vars. Set TAURI_BUNDLE_MACOS_SIGNING_IDENTITY (or APPLE_SIGNING_IDENTITY) and TAURI_BUNDLE_MACOS_PROVIDER_SHORT_NAME.'
+      );
+      process.exit(1);
+    }
+  }
+
+  if (os === 'windows') {
+    const hasThumbprint = Boolean(env.TAURI_BUNDLE_WINDOWS_CERTIFICATE_THUMBPRINT);
+    const hasPfx = Boolean(env.TAURI_BUNDLE_WINDOWS_CERTIFICATE && env.TAURI_BUNDLE_WINDOWS_CERTIFICATE_PASSWORD);
+    if (!hasThumbprint && !hasPfx) {
+      console.error(
+        'Signing requested (--sign) but missing Windows signing env vars. Set TAURI_BUNDLE_WINDOWS_CERTIFICATE_THUMBPRINT or TAURI_BUNDLE_WINDOWS_CERTIFICATE + TAURI_BUNDLE_WINDOWS_CERTIFICATE_PASSWORD.'
+      );
+      process.exit(1);
+    }
+  }
+}
+
+console.log(`[desktop-package] OS=${os} VARIANT=${variant} BUNDLES=${bundles} SIGN=${sign ? 'on' : 'off'}`);
+
+const result = spawnSync(tauriBin, cliArgs, {
+  env,
+  stdio: 'inherit',
+  shell: process.platform === 'win32'
+});
+
+if (result.error) {
+  console.error(result.error.message);
+  process.exit(1);
+}
+
+process.exit(result.status ?? 1);
diff --git a/scripts/package.json b/scripts/package.json
new file mode 100644
index 000000000..a4e5e8efc
--- /dev/null
+++ b/scripts/package.json
@@ -0,0 +1,15 @@
+{
+  "name": "ais-relay",
+  "version": "1.0.0",
+  "description": "WebSocket relay for aisstream.io vessel tracking",
+  "main": "ais-relay.cjs",
+  "scripts": {
+    "start": "node ais-relay.cjs"
+  },
+  "dependencies": {
+    "ws": "^8.18.0"
+  },
+  "engines": {
+    "node": ">=18"
+  }
+}
diff --git a/settings.html b/settings.html
new file mode 100644
index 000000000..005278ebd
--- /dev/null
+++ b/settings.html
@@ -0,0 +1,52 @@
+<!doctype html>
+<html lang="en">
+  <head>
+    <meta charset="UTF-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>World Monitor Settings</title>
+  </head>
+  <body>
+    <div class="settings-shell">
+      <div class="settings-tabs" role="tablist">
+        <button class="settings-tab active" role="tab" aria-selected="true" aria-controls="tabPanelKeys" data-tab="keys">API Keys</button>
+        <button class="settings-tab" role="tab" aria-selected="false" aria-controls="tabPanelDebug" data-tab="debug">Debug &amp; Logs</button>
+      </div>
+      <p id="settingsActionStatus" class="settings-action-status" aria-live="polite"></p>
+      <div class="settings-tab-panels">
+        <div id="tabPanelKeys" class="settings-tab-panel active" role="tabpanel">
+          <main id="settingsApp" class="settings-content"></main>
+        </div>
+        <div id="tabPanelDebug" class="settings-tab-panel" role="tabpanel">
+          <div class="debug-actions">
+            <button id="openLogsBtn" type="button">Open Logs Folder</button>
+            <button id="openSidecarLogBtn" type="button">Open API Log</button>
+          </div>
+          <section class="settings-diagnostics" id="diagnosticsSection">
+            <header class="diag-header">
+              <h2>Diagnostics</h2>
+              <div class="diag-toggles">
+                <label><input type="checkbox" id="verboseApiLog"> Verbose Sidecar Log</label>
+                <label><input type="checkbox" id="fetchDebugLog"> Frontend Fetch Debug</label>
+              </div>
+            </header>
+            <div class="diag-traffic-bar">
+              <h3>API Traffic <span id="trafficCount"></span></h3>
+              <div class="diag-traffic-controls">
+                <label><input type="checkbox" id="autoRefreshLog" checked> Auto</label>
+                <button id="refreshLogBtn" type="button">Refresh</button>
+                <button id="clearLogBtn" type="button">Clear</button>
+              </div>
+            </div>
+            <div id="trafficLog" class="diag-traffic-log"></div>
+          </section>
+        </div>
+      </div>
+      <footer class="settings-footer">
+        <button id="cancelBtn" type="button" class="settings-btn settings-btn-secondary">Cancel</button>
+        <button id="okBtn" type="button" class="settings-btn settings-btn-primary">OK</button>
+      </footer>
+    </div>
+
+    <script type="module" src="/src/settings-main.ts"></script>
+  </body>
+</html>
diff --git a/src-tauri/.cargo/config.local.toml.example b/src-tauri/.cargo/config.local.toml.example
new file mode 100644
index 000000000..4e3a71736
--- /dev/null
+++ b/src-tauri/.cargo/config.local.toml.example
@@ -0,0 +1,12 @@
+# Local optional override for restricted-network/offline Rust builds.
+#
+# Usage:
+#   cp src-tauri/.cargo/config.local.toml.example src-tauri/.cargo/config.local.toml
+#   (keep config.local.toml untracked)
+#
+# Then run from src-tauri/:
+#   cargo generate-lockfile --offline
+#   cargo tauri build --offline --config tauri.conf.json
+
+[source.crates-io]
+replace-with = "vendored-sources"
diff --git a/src-tauri/.cargo/config.toml b/src-tauri/.cargo/config.toml
new file mode 100644
index 000000000..0d679dd4d
--- /dev/null
+++ b/src-tauri/.cargo/config.toml
@@ -0,0 +1,16 @@
+# Rust dependency source configuration.
+#
+# Default behavior remains online (crates.io).
+#
+# Optional restricted-network mode is available in two ways:
+# 1) per command:
+#      cargo <cmd> --offline --config 'source.crates-io.replace-with="vendored-sources"'
+# 2) local override file (recommended for CI/offline jobs):
+#      cp .cargo/config.local.toml.example .cargo/config.local.toml
+#      # config.local.toml is intentionally gitignored
+#
+# To (re)populate vendor/ for CI artifacts or an internal mirror handoff:
+#   cargo vendor --manifest-path src-tauri/Cargo.toml src-tauri/vendor
+
+[source.vendored-sources]
+directory = "vendor"
diff --git a/src-tauri/.gitignore b/src-tauri/.gitignore
new file mode 100644
index 000000000..f0f402bbf
--- /dev/null
+++ b/src-tauri/.gitignore
@@ -0,0 +1,4 @@
+/target
+/.cargo/config.local.toml
+/Cargo.lock
+/gen
diff --git a/src-tauri/Cargo.toml b/src-tauri/Cargo.toml
new file mode 100644
index 000000000..b025b4c99
--- /dev/null
+++ b/src-tauri/Cargo.toml
@@ -0,0 +1,20 @@
+[package]
+name = "world-monitor"
+version = "2.2.5"
+description = "World Monitor desktop application"
+authors = ["World Monitor"]
+edition = "2021"
+
+[build-dependencies]
+tauri-build = { version = "2", features = [] }
+
+[dependencies]
+tauri = { version = "2", features = ["devtools"] }
+serde = { version = "1", features = ["derive"] }
+serde_json = "1"
+keyring = { version = "3", features = ["apple-native", "windows-native"] }
+reqwest = { version = "0.12", default-features = false, features = ["native-tls", "json"] }
+
+[features]
+default = ["custom-protocol"]
+custom-protocol = ["tauri/custom-protocol"]
diff --git a/src-tauri/build.rs b/src-tauri/build.rs
new file mode 100644
index 000000000..d860e1e6a
--- /dev/null
+++ b/src-tauri/build.rs
@@ -0,0 +1,3 @@
+fn main() {
+    tauri_build::build()
+}
diff --git a/src-tauri/capabilities/default.json b/src-tauri/capabilities/default.json
new file mode 100644
index 000000000..e06ae9702
--- /dev/null
+++ b/src-tauri/capabilities/default.json
@@ -0,0 +1,7 @@
+{
+  "$schema": "../gen/schemas/desktop-schema.json",
+  "identifier": "default",
+  "description": "Capabilities for World Monitor main and settings windows",
+  "windows": ["main", "settings"],
+  "permissions": ["core:default"]
+}
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diff --git a/src-tauri/sidecar/local-api-server.mjs b/src-tauri/sidecar/local-api-server.mjs
new file mode 100644
index 000000000..87fe2adf1
--- /dev/null
+++ b/src-tauri/sidecar/local-api-server.mjs
@@ -0,0 +1,996 @@
+#!/usr/bin/env node
+import http, { createServer } from 'node:http';
+import https from 'node:https';
+import { existsSync, readFileSync, writeFileSync, createReadStream, statSync } from 'node:fs';
+import { readdir } from 'node:fs/promises';
+import { gzipSync } from 'node:zlib';
+import path from 'node:path';
+import { pathToFileURL } from 'node:url';
+
+// Monkey-patch globalThis.fetch to force IPv4 for HTTPS requests.
+// Node.js built-in fetch (undici) tries IPv6 first via Happy Eyeballs.
+// Government APIs (EIA, NASA FIRMS, FRED) publish AAAA records but their
+// IPv6 endpoints time out, causing ETIMEDOUT. This override ensures ALL
+// fetch() calls in dynamically-loaded handler modules (api/*.js) use IPv4.
+const _originalFetch = globalThis.fetch;
+
+function normalizeRequestBody(body) {
+  if (body == null) return null;
+  if (typeof body === 'string' || Buffer.isBuffer(body) || body instanceof Uint8Array) return body;
+  if (body instanceof URLSearchParams) return body.toString();
+  if (ArrayBuffer.isView(body)) return Buffer.from(body.buffer, body.byteOffset, body.byteLength);
+  if (body instanceof ArrayBuffer) return Buffer.from(body);
+  return body;
+}
+
+function buildSafeResponse(statusCode, statusText, headers, bodyBuffer) {
+  const status = Number.isInteger(statusCode) ? statusCode : 500;
+  const body = (status === 204 || status === 205 || status === 304) ? null : bodyBuffer;
+  return new Response(body, { status, statusText, headers });
+}
+
+function isTransientVerificationError(error) {
+  if (!(error instanceof Error)) return false;
+  const code = typeof error.code === 'string' ? error.code : '';
+  if (code && ['ETIMEDOUT', 'ECONNRESET', 'ECONNREFUSED', 'EAI_AGAIN', 'ENOTFOUND', 'UND_ERR_CONNECT_TIMEOUT'].includes(code)) {
+    return true;
+  }
+  if (error.name === 'AbortError') return true;
+  return /timed out|timeout|network|fetch failed|failed to fetch|socket hang up/i.test(error.message);
+}
+
+globalThis.fetch = function ipv4Fetch(input, init) {
+  const isRequest = input && typeof input === 'object' && 'url' in input;
+  let url;
+  try { url = new URL(typeof input === 'string' ? input : input.url); } catch { return _originalFetch(input, init); }
+  if (url.protocol !== 'https:' && url.protocol !== 'http:') return _originalFetch(input, init);
+  const mod = url.protocol === 'https:' ? https : http;
+  const method = init?.method || (isRequest ? input.method : 'GET');
+  const headers = {};
+  const rawHeaders = init?.headers || (isRequest ? input.headers : null);
+  if (rawHeaders) {
+    const h = rawHeaders instanceof Headers ? Object.fromEntries(rawHeaders.entries())
+      : Array.isArray(rawHeaders) ? Object.fromEntries(rawHeaders) : rawHeaders;
+    Object.assign(headers, h);
+  }
+  return new Promise((resolve, reject) => {
+    const req = mod.request({ hostname: url.hostname, port: url.port || (url.protocol === 'https:' ? 443 : 80), path: url.pathname + url.search, method, headers, family: 4 }, (res) => {
+      const chunks = [];
+      res.on('data', (c) => chunks.push(c));
+      res.on('end', () => {
+        const buf = Buffer.concat(chunks);
+        const responseHeaders = new Headers();
+        for (const [k, v] of Object.entries(res.headers)) {
+          if (v) responseHeaders.set(k, Array.isArray(v) ? v.join(', ') : v);
+        }
+        try {
+          resolve(buildSafeResponse(res.statusCode, res.statusMessage, responseHeaders, buf));
+        } catch (error) {
+          reject(error);
+        }
+      });
+    });
+    req.on('error', reject);
+    if (init?.signal) { init.signal.addEventListener('abort', () => req.destroy()); }
+    if (init?.body) {
+      const body = normalizeRequestBody(init.body);
+      if (body != null) req.write(body);
+    }
+    req.end();
+  });
+};
+
+const ALLOWED_ENV_KEYS = new Set([
+  'GROQ_API_KEY', 'OPENROUTER_API_KEY', 'FRED_API_KEY', 'EIA_API_KEY',
+  'CLOUDFLARE_API_TOKEN', 'ACLED_ACCESS_TOKEN', 'URLHAUS_AUTH_KEY',
+  'OTX_API_KEY', 'ABUSEIPDB_API_KEY', 'WINGBITS_API_KEY', 'WS_RELAY_URL',
+  'VITE_OPENSKY_RELAY_URL', 'OPENSKY_CLIENT_ID', 'OPENSKY_CLIENT_SECRET',
+  'AISSTREAM_API_KEY', 'VITE_WS_RELAY_URL', 'FINNHUB_API_KEY', 'NASA_FIRMS_API_KEY',
+]);
+
+function json(data, status = 200, extraHeaders = {}) {
+  return new Response(JSON.stringify(data), {
+    status,
+    headers: { 'content-type': 'application/json', ...extraHeaders },
+  });
+}
+
+function isBracketSegment(segment) {
+  return segment.startsWith('[') && segment.endsWith(']');
+}
+
+function splitRoutePath(routePath) {
+  return routePath.split('/').filter(Boolean);
+}
+
+function routePriority(routePath) {
+  const parts = splitRoutePath(routePath);
+  return parts.reduce((score, part) => {
+    if (part.startsWith('[[...') && part.endsWith(']]')) return score + 0;
+    if (part.startsWith('[...') && part.endsWith(']')) return score + 1;
+    if (isBracketSegment(part)) return score + 2;
+    return score + 10;
+  }, 0);
+}
+
+function matchRoute(routePath, pathname) {
+  const routeParts = splitRoutePath(routePath);
+  const pathParts = splitRoutePath(pathname.replace(/^\/api/, ''));
+
+  let i = 0;
+  let j = 0;
+
+  while (i < routeParts.length && j < pathParts.length) {
+    const routePart = routeParts[i];
+    const pathPart = pathParts[j];
+
+    if (routePart.startsWith('[[...') && routePart.endsWith(']]')) {
+      return true;
+    }
+
+    if (routePart.startsWith('[...') && routePart.endsWith(']')) {
+      return true;
+    }
+
+    if (isBracketSegment(routePart)) {
+      i += 1;
+      j += 1;
+      continue;
+    }
+
+    if (routePart !== pathPart) {
+      return false;
+    }
+
+    i += 1;
+    j += 1;
+  }
+
+  if (i === routeParts.length && j === pathParts.length) return true;
+
+  if (i === routeParts.length - 1) {
+    const tail = routeParts[i];
+    if (tail?.startsWith('[[...') && tail.endsWith(']]')) {
+      return true;
+    }
+    if (tail?.startsWith('[...') && tail.endsWith(']')) {
+      return j < pathParts.length;
+    }
+  }
+
+  return false;
+}
+
+async function buildRouteTable(root) {
+  if (!existsSync(root)) return [];
+
+  const files = [];
+
+  async function walk(dir) {
+    const entries = await readdir(dir, { withFileTypes: true });
+    for (const entry of entries) {
+      const absolute = path.join(dir, entry.name);
+      if (entry.isDirectory()) {
+        await walk(absolute);
+        continue;
+      }
+      if (!entry.name.endsWith('.js')) continue;
+      if (entry.name.startsWith('_')) continue;
+
+      const relative = path.relative(root, absolute).replace(/\\/g, '/');
+      const routePath = relative.replace(/\.js$/, '').replace(/\/index$/, '');
+      files.push({ routePath, modulePath: absolute });
+    }
+  }
+
+  await walk(root);
+
+  files.sort((a, b) => routePriority(b.routePath) - routePriority(a.routePath));
+  return files;
+}
+
+async function readBody(req) {
+  const chunks = [];
+  for await (const chunk of req) chunks.push(chunk);
+  return chunks.length ? Buffer.concat(chunks) : undefined;
+}
+
+function toHeaders(nodeHeaders, options = {}) {
+  const stripOrigin = options.stripOrigin === true;
+  const headers = new Headers();
+  Object.entries(nodeHeaders).forEach(([key, value]) => {
+    const lowerKey = key.toLowerCase();
+    if (lowerKey === 'host') return;
+    if (stripOrigin && (lowerKey === 'origin' || lowerKey === 'referer' || lowerKey.startsWith('sec-fetch-'))) {
+      return;
+    }
+    if (Array.isArray(value)) {
+      value.forEach(v => headers.append(key, v));
+    } else if (typeof value === 'string') {
+      headers.set(key, value);
+    }
+  });
+  return headers;
+}
+
+async function proxyToCloud(requestUrl, req, remoteBase) {
+  const target = `${remoteBase}${requestUrl.pathname}${requestUrl.search}`;
+  const body = ['GET', 'HEAD'].includes(req.method) ? undefined : await readBody(req);
+  return fetch(target, {
+    method: req.method,
+    // Strip browser-origin headers for server-to-server parity.
+    headers: toHeaders(req.headers, { stripOrigin: true }),
+    body,
+  });
+}
+
+function pickModule(pathname, routes) {
+  const apiPath = pathname.startsWith('/api') ? pathname.slice(4) || '/' : pathname;
+
+  for (const candidate of routes) {
+    if (matchRoute(candidate.routePath, apiPath)) {
+      return candidate.modulePath;
+    }
+  }
+
+  return null;
+}
+
+const moduleCache = new Map();
+const failedImports = new Set();
+const fallbackCounts = new Map();
+const cloudPreferred = new Set();
+
+const TRAFFIC_LOG_MAX = 200;
+const trafficLog = [];
+let verboseMode = false;
+let _verboseStatePath = null;
+
+function loadVerboseState(resourceDir) {
+  _verboseStatePath = path.join(resourceDir, 'verbose-mode.json');
+  try {
+    const data = JSON.parse(readFileSync(_verboseStatePath, 'utf-8'));
+    verboseMode = !!data.verboseMode;
+  } catch { /* file missing or invalid — keep default false */ }
+}
+
+function saveVerboseState() {
+  if (!_verboseStatePath) return;
+  try { writeFileSync(_verboseStatePath, JSON.stringify({ verboseMode })); } catch { /* ignore */ }
+}
+
+function recordTraffic(entry) {
+  trafficLog.push(entry);
+  if (trafficLog.length > TRAFFIC_LOG_MAX) trafficLog.shift();
+  if (verboseMode) {
+    const ts = entry.timestamp.split('T')[1].replace('Z', '');
+    console.log(`[traffic] ${ts} ${entry.method} ${entry.path} → ${entry.status} ${entry.durationMs}ms`);
+  }
+}
+
+function logOnce(logger, route, message) {
+  const key = `${route}:${message}`;
+  const count = (fallbackCounts.get(key) || 0) + 1;
+  fallbackCounts.set(key, count);
+  if (count === 1) {
+    logger.warn(`[local-api] ${route} → ${message}`);
+  } else if (count === 5 || count % 100 === 0) {
+    logger.warn(`[local-api] ${route} → ${message} (x${count})`);
+  }
+}
+
+async function importHandler(modulePath) {
+  if (failedImports.has(modulePath)) {
+    throw new Error(`cached-failure:${path.basename(modulePath)}`);
+  }
+
+  const cached = moduleCache.get(modulePath);
+  if (cached) return cached;
+
+  try {
+    const mod = await import(pathToFileURL(modulePath).href);
+    moduleCache.set(modulePath, mod);
+    return mod;
+  } catch (error) {
+    if (error.code === 'ERR_MODULE_NOT_FOUND') {
+      failedImports.add(modulePath);
+    }
+    throw error;
+  }
+}
+
+function resolveConfig(options = {}) {
+  const port = Number(options.port ?? process.env.LOCAL_API_PORT ?? 46123);
+  const remoteBase = String(options.remoteBase ?? process.env.LOCAL_API_REMOTE_BASE ?? 'https://worldmonitor.app').replace(/\/$/, '');
+  const resourceDir = String(options.resourceDir ?? process.env.LOCAL_API_RESOURCE_DIR ?? process.cwd());
+  const apiDir = options.apiDir
+    ? String(options.apiDir)
+    : [
+      path.join(resourceDir, 'api'),
+      path.join(resourceDir, '_up_', 'api'),
+    ].find((candidate) => existsSync(candidate)) ?? path.join(resourceDir, 'api');
+  const mode = String(options.mode ?? process.env.LOCAL_API_MODE ?? 'desktop-sidecar');
+  const cloudFallback = String(options.cloudFallback ?? process.env.LOCAL_API_CLOUD_FALLBACK ?? '') === 'true';
+  const logger = options.logger ?? console;
+  const distDir = options.distDir ?? (mode === 'standalone' ? path.join(resourceDir, 'dist') : null);
+  const host = options.host ?? (mode === 'standalone' ? '0.0.0.0' : '127.0.0.1');
+
+  return {
+    port,
+    remoteBase,
+    resourceDir,
+    apiDir,
+    mode,
+    cloudFallback,
+    logger,
+    distDir: distDir && existsSync(distDir) ? distDir : null,
+    host,
+  };
+}
+
+function isMainModule() {
+  if (!process.argv[1]) return false;
+  return pathToFileURL(process.argv[1]).href === import.meta.url;
+}
+
+async function handleLocalServiceStatus(context) {
+  return json({
+    success: true,
+    timestamp: new Date().toISOString(),
+    summary: { operational: 2, degraded: 0, outage: 0, unknown: 0 },
+    services: [
+      { id: 'local-api', name: 'Local Desktop API', category: 'dev', status: 'operational', description: `Running on 127.0.0.1:${context.port}` },
+      { id: 'cloud-pass-through', name: 'Cloud pass-through', category: 'cloud', status: 'operational', description: `Fallback target ${context.remoteBase}` },
+    ],
+    local: { enabled: true, mode: context.mode, port: context.port, remoteBase: context.remoteBase },
+  });
+}
+
+async function tryCloudFallback(requestUrl, req, context, reason) {
+  if (reason) {
+    const route = requestUrl.pathname;
+    const count = (fallbackCounts.get(route) || 0) + 1;
+    fallbackCounts.set(route, count);
+    if (count === 1) {
+      const brief = reason instanceof Error
+        ? (reason.code === 'ERR_MODULE_NOT_FOUND' ? 'missing npm dependency' : reason.message)
+        : reason;
+      context.logger.warn(`[local-api] ${route} → cloud (${brief})`);
+    } else if (count === 5 || count % 100 === 0) {
+      context.logger.warn(`[local-api] ${route} → cloud x${count}`);
+    }
+  }
+  try {
+    return await proxyToCloud(requestUrl, req, context.remoteBase);
+  } catch (error) {
+    context.logger.error('[local-api] cloud fallback failed', requestUrl.pathname, error);
+    return null;
+  }
+}
+
+const SIDECAR_ALLOWED_ORIGINS = [
+  /^tauri:\/\/localhost$/,
+  /^https?:\/\/localhost(:\d+)?$/,
+  /^https?:\/\/127\.0\.0\.1(:\d+)?$/,
+  /^https:\/\/tauri\.localhost(:\d+)?$/,
+  /^https:\/\/(.*\.)?worldmonitor\.app$/,
+];
+
+function getSidecarCorsOrigin(req) {
+  const origin = req.headers?.origin || req.headers?.get?.('origin') || '';
+  if (origin && SIDECAR_ALLOWED_ORIGINS.some(p => p.test(origin))) return origin;
+  return 'tauri://localhost';
+}
+
+function makeCorsHeaders(req) {
+  return {
+    'Access-Control-Allow-Origin': getSidecarCorsOrigin(req),
+    'Access-Control-Allow-Methods': 'GET, POST, PUT, DELETE, OPTIONS',
+    'Access-Control-Allow-Headers': 'Content-Type, Authorization',
+    'Access-Control-Max-Age': '86400',
+    'Vary': 'Origin',
+  };
+}
+
+async function fetchWithTimeout(url, options = {}, timeoutMs = 12000) {
+  // Use node:https with IPv4 forced — Node.js built-in fetch (undici) tries IPv6
+  // first and some servers (EIA, NASA FIRMS) have broken IPv6 causing ETIMEDOUT.
+  const u = new URL(url);
+  if (u.protocol === 'https:') {
+    return new Promise((resolve, reject) => {
+      const reqOpts = {
+        hostname: u.hostname,
+        port: u.port || 443,
+        path: u.pathname + u.search,
+        method: options.method || 'GET',
+        headers: options.headers || {},
+        family: 4,
+      };
+      const req = https.request(reqOpts, (res) => {
+        const chunks = [];
+        res.on('data', (c) => chunks.push(c));
+        res.on('end', () => {
+          const body = Buffer.concat(chunks).toString();
+          resolve({
+            ok: res.statusCode >= 200 && res.statusCode < 300,
+            status: res.statusCode,
+            headers: { get: (k) => res.headers[k.toLowerCase()] || null },
+            text: () => Promise.resolve(body),
+            json: () => Promise.resolve(JSON.parse(body)),
+          });
+        });
+      });
+      req.on('error', reject);
+      req.setTimeout(timeoutMs, () => { req.destroy(new Error('Request timed out')); });
+      if (options.body) {
+        const body = normalizeRequestBody(options.body);
+        if (body != null) req.write(body);
+      }
+      req.end();
+    });
+  }
+  // HTTP fallback (localhost sidecar, etc.)
+  const controller = new AbortController();
+  const timer = setTimeout(() => controller.abort(), timeoutMs);
+  try {
+    return await fetch(url, { ...options, signal: controller.signal });
+  } finally {
+    clearTimeout(timer);
+  }
+}
+
+function relayToHttpUrl(rawUrl) {
+  try {
+    const parsed = new URL(rawUrl);
+    if (parsed.protocol === 'ws:') parsed.protocol = 'http:';
+    if (parsed.protocol === 'wss:') parsed.protocol = 'https:';
+    return parsed.toString().replace(/\/$/, '');
+  } catch {
+    return null;
+  }
+}
+
+function isAuthFailure(status, text = '') {
+  if (status === 401 || status === 403) return true;
+  return /unauthori[sz]ed|forbidden|invalid api key|invalid token|bad credentials/i.test(text);
+}
+
+async function validateSecretAgainstProvider(key, rawValue, context = {}) {
+  const value = String(rawValue || '').trim();
+  if (!value) return { valid: false, message: 'Value is required' };
+
+  const fail = (message) => ({ valid: false, message });
+  const ok = (message) => ({ valid: true, message });
+
+  try {
+    switch (key) {
+    case 'GROQ_API_KEY': {
+      const response = await fetchWithTimeout('https://api.groq.com/openai/v1/models', {
+        headers: { Authorization: `Bearer ${value}` },
+      });
+      const text = await response.text();
+      if (isAuthFailure(response.status, text)) return fail('Groq rejected this key');
+      if (!response.ok) return fail(`Groq probe failed (${response.status})`);
+      return ok('Groq key verified');
+    }
+
+    case 'OPENROUTER_API_KEY': {
+      const response = await fetchWithTimeout('https://openrouter.ai/api/v1/models', {
+        headers: { Authorization: `Bearer ${value}` },
+      });
+      const text = await response.text();
+      if (isAuthFailure(response.status, text)) return fail('OpenRouter rejected this key');
+      if (!response.ok) return fail(`OpenRouter probe failed (${response.status})`);
+      return ok('OpenRouter key verified');
+    }
+
+    case 'FRED_API_KEY': {
+      const response = await fetchWithTimeout(
+        `https://api.stlouisfed.org/fred/series?series_id=GDP&api_key=${encodeURIComponent(value)}&file_type=json`,
+        { headers: { Accept: 'application/json' } }
+      );
+      const text = await response.text();
+      if (!response.ok) return fail(`FRED probe failed (${response.status})`);
+      let payload = null;
+      try { payload = JSON.parse(text); } catch { /* ignore */ }
+      if (payload?.error_code || payload?.error_message) return fail('FRED rejected this key');
+      if (!Array.isArray(payload?.seriess)) return fail('Unexpected FRED response');
+      return ok('FRED key verified');
+    }
+
+    case 'EIA_API_KEY': {
+      const response = await fetchWithTimeout(
+        `https://api.eia.gov/v2/?api_key=${encodeURIComponent(value)}`,
+        { headers: { Accept: 'application/json' } }
+      );
+      const text = await response.text();
+      if (isAuthFailure(response.status, text)) return fail('EIA rejected this key');
+      if (!response.ok) return fail(`EIA probe failed (${response.status})`);
+      let payload = null;
+      try { payload = JSON.parse(text); } catch { /* ignore */ }
+      if (payload?.response?.id === undefined && !payload?.response?.routes) return fail('Unexpected EIA response');
+      return ok('EIA key verified');
+    }
+
+    case 'CLOUDFLARE_API_TOKEN': {
+      const response = await fetchWithTimeout(
+        'https://api.cloudflare.com/client/v4/radar/annotations/outages?dateRange=1d&limit=1',
+        { headers: { Authorization: `Bearer ${value}` } }
+      );
+      const text = await response.text();
+      if (isAuthFailure(response.status, text)) return fail('Cloudflare rejected this token');
+      if (!response.ok) return fail(`Cloudflare probe failed (${response.status})`);
+      let payload = null;
+      try { payload = JSON.parse(text); } catch { /* ignore */ }
+      if (payload?.success !== true) return fail('Cloudflare Radar API did not return success');
+      return ok('Cloudflare token verified');
+    }
+
+    case 'ACLED_ACCESS_TOKEN': {
+      const response = await fetchWithTimeout('https://acleddata.com/api/acled/read?_format=json&limit=1', {
+        headers: {
+          Accept: 'application/json',
+          Authorization: `Bearer ${value}`,
+        },
+      });
+      const text = await response.text();
+      if (isAuthFailure(response.status, text)) return fail('ACLED rejected this token');
+      if (!response.ok) return fail(`ACLED probe failed (${response.status})`);
+      return ok('ACLED token verified');
+    }
+
+    case 'URLHAUS_AUTH_KEY': {
+      const response = await fetchWithTimeout('https://urlhaus-api.abuse.ch/v1/urls/recent/limit/1/', {
+        headers: {
+          Accept: 'application/json',
+          'Auth-Key': value,
+        },
+      });
+      const text = await response.text();
+      if (isAuthFailure(response.status, text)) return fail('URLhaus rejected this key');
+      if (!response.ok) return fail(`URLhaus probe failed (${response.status})`);
+      return ok('URLhaus key verified');
+    }
+
+    case 'OTX_API_KEY': {
+      const response = await fetchWithTimeout('https://otx.alienvault.com/api/v1/user/me', {
+        headers: {
+          Accept: 'application/json',
+          'X-OTX-API-KEY': value,
+        },
+      });
+      const text = await response.text();
+      if (isAuthFailure(response.status, text)) return fail('OTX rejected this key');
+      if (!response.ok) return fail(`OTX probe failed (${response.status})`);
+      return ok('OTX key verified');
+    }
+
+    case 'ABUSEIPDB_API_KEY': {
+      const response = await fetchWithTimeout('https://api.abuseipdb.com/api/v2/check?ipAddress=8.8.8.8&maxAgeInDays=90', {
+        headers: {
+          Accept: 'application/json',
+          Key: value,
+        },
+      });
+      const text = await response.text();
+      if (isAuthFailure(response.status, text)) return fail('AbuseIPDB rejected this key');
+      if (!response.ok) return fail(`AbuseIPDB probe failed (${response.status})`);
+      return ok('AbuseIPDB key verified');
+    }
+
+    case 'WINGBITS_API_KEY': {
+      const response = await fetchWithTimeout('https://customer-api.wingbits.com/v1/flights/details/3c6444', {
+        headers: {
+          Accept: 'application/json',
+          'x-api-key': value,
+        },
+      });
+      const text = await response.text();
+      if (isAuthFailure(response.status, text)) return fail('Wingbits rejected this key');
+      if (response.status >= 500) return fail(`Wingbits probe failed (${response.status})`);
+      return ok('Wingbits key accepted');
+    }
+
+    case 'FINNHUB_API_KEY': {
+      const response = await fetchWithTimeout(`https://finnhub.io/api/v1/quote?symbol=AAPL&token=${encodeURIComponent(value)}`, {
+        headers: { Accept: 'application/json' },
+      });
+      const text = await response.text();
+      if (isAuthFailure(response.status, text)) return fail('Finnhub rejected this key');
+      if (response.status === 429) return ok('Finnhub key accepted (rate limited)');
+      if (!response.ok) return fail(`Finnhub probe failed (${response.status})`);
+      let payload = null;
+      try { payload = JSON.parse(text); } catch { /* ignore */ }
+      if (typeof payload?.error === 'string' && payload.error.toLowerCase().includes('invalid')) {
+        return fail('Finnhub rejected this key');
+      }
+      if (typeof payload?.c !== 'number') return fail('Unexpected Finnhub response');
+      return ok('Finnhub key verified');
+    }
+
+    case 'NASA_FIRMS_API_KEY': {
+      const response = await fetchWithTimeout(
+        `https://firms.modaps.eosdis.nasa.gov/api/area/csv/${encodeURIComponent(value)}/VIIRS_SNPP_NRT/22,44,40,53/1`,
+        { headers: { Accept: 'text/csv' } }
+      );
+      const text = await response.text();
+      if (isAuthFailure(response.status, text)) return fail('NASA FIRMS rejected this key');
+      if (!response.ok) return fail(`NASA FIRMS probe failed (${response.status})`);
+      if (/invalid api key|not authorized|forbidden/i.test(text)) return fail('NASA FIRMS rejected this key');
+      return ok('NASA FIRMS key verified');
+    }
+
+    case 'WS_RELAY_URL':
+    case 'VITE_WS_RELAY_URL':
+    case 'VITE_OPENSKY_RELAY_URL': {
+      const probeUrl = relayToHttpUrl(value);
+      if (!probeUrl) return fail('Relay URL is invalid');
+      const response = await fetchWithTimeout(probeUrl, { method: 'GET' });
+      if (response.status >= 500) return fail(`Relay probe failed (${response.status})`);
+      return ok('Relay URL is reachable');
+    }
+
+    case 'OPENSKY_CLIENT_ID':
+    case 'OPENSKY_CLIENT_SECRET': {
+      const contextClientId = typeof context.OPENSKY_CLIENT_ID === 'string' ? context.OPENSKY_CLIENT_ID.trim() : '';
+      const contextClientSecret = typeof context.OPENSKY_CLIENT_SECRET === 'string' ? context.OPENSKY_CLIENT_SECRET.trim() : '';
+      const clientId = key === 'OPENSKY_CLIENT_ID'
+        ? value
+        : (contextClientId || String(process.env.OPENSKY_CLIENT_ID || '').trim());
+      const clientSecret = key === 'OPENSKY_CLIENT_SECRET'
+        ? value
+        : (contextClientSecret || String(process.env.OPENSKY_CLIENT_SECRET || '').trim());
+      if (!clientId || !clientSecret) {
+        return fail('Set both OPENSKY_CLIENT_ID and OPENSKY_CLIENT_SECRET before verification');
+      }
+      const body = new URLSearchParams({
+        grant_type: 'client_credentials',
+        client_id: clientId,
+        client_secret: clientSecret,
+      });
+      const response = await fetchWithTimeout(
+        'https://auth.opensky-network.org/auth/realms/opensky-network/protocol/openid-connect/token',
+        {
+          method: 'POST',
+          headers: { 'Content-Type': 'application/x-www-form-urlencoded' },
+          body,
+        }
+      );
+      const text = await response.text();
+      if (isAuthFailure(response.status, text)) return fail('OpenSky rejected these credentials');
+      if (!response.ok) return fail(`OpenSky auth probe failed (${response.status})`);
+      let payload = null;
+      try { payload = JSON.parse(text); } catch { /* ignore */ }
+      if (!payload?.access_token) return fail('OpenSky auth response did not include an access token');
+      return ok('OpenSky credentials verified');
+    }
+
+    case 'AISSTREAM_API_KEY':
+      return ok('AISSTREAM key stored (live verification not available in sidecar)');
+
+      default:
+        return ok('Key stored');
+    }
+  } catch (error) {
+    const message = error instanceof Error ? error.message : 'provider probe failed';
+    if (isTransientVerificationError(error)) {
+      return { valid: true, message: `Saved (could not verify: ${message})` };
+    }
+    return fail(`Verification request failed: ${message}`);
+  }
+}
+
+async function dispatch(requestUrl, req, routes, context) {
+  if (req.method === 'OPTIONS') {
+    return new Response(null, { status: 204, headers: makeCorsHeaders(req) });
+  }
+
+  if (requestUrl.pathname === '/api/service-status') {
+    return handleLocalServiceStatus(context);
+  }
+
+  // Localhost-only diagnostics — no token required
+  if (requestUrl.pathname === '/api/local-status') {
+    return json({
+      success: true,
+      mode: context.mode,
+      port: context.port,
+      apiDir: context.apiDir,
+      remoteBase: context.remoteBase,
+      cloudFallback: context.cloudFallback,
+      routes: routes.length,
+    });
+  }
+  if (requestUrl.pathname === '/api/local-traffic-log') {
+    if (req.method === 'DELETE') {
+      trafficLog.length = 0;
+      return json({ cleared: true });
+    }
+    return json({ entries: [...trafficLog], verboseMode, maxEntries: TRAFFIC_LOG_MAX });
+  }
+  if (requestUrl.pathname === '/api/local-debug-toggle') {
+    if (req.method === 'POST') {
+      verboseMode = !verboseMode;
+      saveVerboseState();
+      context.logger.log(`[local-api] verbose logging ${verboseMode ? 'ON' : 'OFF'}`);
+    }
+    return json({ verboseMode });
+  }
+  // Token auth — required for env mutations and all API handlers
+  const expectedToken = process.env.LOCAL_API_TOKEN;
+  if (expectedToken) {
+    const authHeader = req.headers.authorization || '';
+    if (authHeader !== `Bearer ${expectedToken}`) {
+      context.logger.warn(`[local-api] unauthorized request to ${requestUrl.pathname}`);
+      return json({ error: 'Unauthorized' }, 401);
+    }
+  }
+
+  if (requestUrl.pathname === '/api/local-env-update') {
+    if (req.method === 'POST') {
+      const body = await readBody(req);
+      if (body) {
+        try {
+          const { key, value } = JSON.parse(body.toString());
+          if (typeof key === 'string' && key.length > 0 && ALLOWED_ENV_KEYS.has(key)) {
+            if (value == null || value === '') {
+              delete process.env[key];
+              context.logger.log(`[local-api] env unset: ${key}`);
+            } else {
+              process.env[key] = String(value);
+              context.logger.log(`[local-api] env set: ${key}`);
+            }
+            moduleCache.clear();
+            failedImports.clear();
+            cloudPreferred.clear();
+            return json({ ok: true, key });
+          }
+          return json({ error: 'key not in allowlist' }, 403);
+        } catch { /* bad JSON */ }
+      }
+      return json({ error: 'expected { key, value }' }, 400);
+    }
+    return json({ error: 'POST required' }, 405);
+  }
+
+  if (requestUrl.pathname === '/api/local-validate-secret') {
+    if (req.method !== 'POST') {
+      return json({ error: 'POST required' }, 405);
+    }
+    const body = await readBody(req);
+    if (!body) return json({ error: 'expected { key, value }' }, 400);
+    try {
+      const { key, value, context } = JSON.parse(body.toString());
+      if (typeof key !== 'string' || !ALLOWED_ENV_KEYS.has(key)) {
+        return json({ error: 'key not in allowlist' }, 403);
+      }
+      const safeContext = (context && typeof context === 'object') ? context : {};
+      const result = await validateSecretAgainstProvider(key, value, safeContext);
+      return json(result, result.valid ? 200 : 422);
+    } catch {
+      return json({ error: 'expected { key, value }' }, 400);
+    }
+  }
+
+  if (context.cloudFallback && cloudPreferred.has(requestUrl.pathname)) {
+    const cloudResponse = await tryCloudFallback(requestUrl, req, context);
+    if (cloudResponse) return cloudResponse;
+  }
+
+  const modulePath = pickModule(requestUrl.pathname, routes);
+  if (!modulePath || !existsSync(modulePath)) {
+    if (context.cloudFallback) {
+      const cloudResponse = await tryCloudFallback(requestUrl, req, context, 'handler missing');
+      if (cloudResponse) return cloudResponse;
+    }
+    logOnce(context.logger, requestUrl.pathname, 'no local handler');
+    return json({ error: 'No local handler for this endpoint', endpoint: requestUrl.pathname }, 404);
+  }
+
+  try {
+    const mod = await importHandler(modulePath);
+    if (typeof mod.default !== 'function') {
+      logOnce(context.logger, requestUrl.pathname, 'invalid handler module');
+      if (context.cloudFallback) {
+        const cloudResponse = await tryCloudFallback(requestUrl, req, context, `invalid handler module`);
+        if (cloudResponse) return cloudResponse;
+      }
+      return json({ error: 'Invalid handler module', endpoint: requestUrl.pathname }, 500);
+    }
+
+    const body = ['GET', 'HEAD'].includes(req.method) ? undefined : await readBody(req);
+    const request = new Request(requestUrl.toString(), {
+      method: req.method,
+      headers: toHeaders(req.headers, { stripOrigin: true }),
+      body,
+    });
+
+    const response = await mod.default(request);
+    if (!(response instanceof Response)) {
+      logOnce(context.logger, requestUrl.pathname, 'handler returned non-Response');
+      if (context.cloudFallback) {
+        const cloudResponse = await tryCloudFallback(requestUrl, req, context, 'handler returned non-Response');
+        if (cloudResponse) return cloudResponse;
+      }
+      return json({ error: 'Handler returned invalid response', endpoint: requestUrl.pathname }, 500);
+    }
+
+    if (!response.ok && context.cloudFallback) {
+      const cloudResponse = await tryCloudFallback(requestUrl, req, context, `local status ${response.status}`);
+      if (cloudResponse) { cloudPreferred.add(requestUrl.pathname); return cloudResponse; }
+    }
+
+    return response;
+  } catch (error) {
+    const reason = error.code === 'ERR_MODULE_NOT_FOUND' ? 'missing dependency' : error.message;
+    context.logger.error(`[local-api] ${requestUrl.pathname} → ${reason}`);
+    if (context.cloudFallback) {
+      const cloudResponse = await tryCloudFallback(requestUrl, req, context, error);
+      if (cloudResponse) { cloudPreferred.add(requestUrl.pathname); return cloudResponse; }
+    }
+    return json({ error: 'Local handler error', reason, endpoint: requestUrl.pathname }, 502);
+  }
+}
+
+export async function createLocalApiServer(options = {}) {
+  const context = resolveConfig(options);
+  loadVerboseState(context.resourceDir);
+  const routes = await buildRouteTable(context.apiDir);
+
+  const MIME_TYPES = {
+    '.html': 'text/html; charset=utf-8',
+    '.js': 'application/javascript; charset=utf-8',
+    '.css': 'text/css; charset=utf-8',
+    '.json': 'application/json',
+    '.ico': 'image/x-icon',
+    '.png': 'image/png',
+    '.svg': 'image/svg+xml',
+    '.woff2': 'font/woff2',
+    '.woff': 'font/woff',
+    '.map': 'application/json',
+  };
+
+  function serveStatic(requestUrl, res, req) {
+    if (!context.distDir || (req.method !== 'GET' && req.method !== 'HEAD')) return false;
+    const safePath = requestUrl.pathname.replace(/^\/+/, '').replace(/\/+/g, '/');
+    if (safePath.includes('..') || path.isAbsolute(safePath)) return false;
+    const filePath = path.join(context.distDir, safePath || 'index.html');
+    const resolved = path.resolve(filePath);
+    const rel = path.relative(context.distDir, resolved);
+    if (rel.startsWith('..') || path.isAbsolute(rel)) return false;
+    let target = resolved;
+    if (!existsSync(target)) {
+      if (!safePath || safePath.endsWith('/')) {
+        target = path.join(resolved, 'index.html');
+      } else {
+        target = path.join(context.distDir, 'index.html');
+      }
+      if (!existsSync(target)) return false;
+    }
+    const stat = statSync(target);
+    if (stat.isDirectory()) {
+      target = path.join(target, 'index.html');
+      if (!existsSync(target)) return false;
+    }
+    const ext = path.extname(target);
+    const contentType = MIME_TYPES[ext] || 'application/octet-stream';
+    const stat2 = statSync(target);
+    const headers = { 'content-type': contentType, ...makeCorsHeaders(req) };
+    if (req.method === 'HEAD') {
+      headers['content-length'] = String(stat2.size);
+      res.writeHead(200, headers);
+      res.end();
+    } else {
+      res.writeHead(200, headers);
+      createReadStream(target).pipe(res);
+    }
+    return true;
+  }
+
+  const server = createServer(async (req, res) => {
+    const requestUrl = new URL(req.url || '/', `http://127.0.0.1:${context.port}`);
+
+    if (!requestUrl.pathname.startsWith('/api/')) {
+      if (serveStatic(requestUrl, res, req)) return;
+      res.writeHead(404, { 'content-type': 'application/json', ...makeCorsHeaders(req) });
+      res.end(JSON.stringify({ error: 'Not found' }));
+      return;
+    }
+
+    const start = Date.now();
+    const skipRecord = requestUrl.pathname === '/api/local-traffic-log'
+      || requestUrl.pathname === '/api/local-debug-toggle'
+      || requestUrl.pathname === '/api/local-env-update'
+      || requestUrl.pathname === '/api/local-validate-secret';
+
+    try {
+      const response = await dispatch(requestUrl, req, routes, context);
+      const durationMs = Date.now() - start;
+      let body = Buffer.from(await response.arrayBuffer());
+      const headers = Object.fromEntries(response.headers.entries());
+      const corsOrigin = getSidecarCorsOrigin(req);
+      headers['access-control-allow-origin'] = corsOrigin;
+      headers['vary'] = headers['vary'] ? headers['vary'] + ', Origin' : 'Origin';
+
+      if (!skipRecord) {
+        recordTraffic({
+          timestamp: new Date().toISOString(),
+          method: req.method,
+          path: requestUrl.pathname + (requestUrl.search || ''),
+          status: response.status,
+          durationMs,
+        });
+      }
+
+      const acceptEncoding = req.headers['accept-encoding'] || '';
+      if (acceptEncoding.includes('gzip') && body.length > 1024) {
+        body = gzipSync(body);
+        headers['content-encoding'] = 'gzip';
+        headers['vary'] = 'Accept-Encoding';
+      }
+
+      res.writeHead(response.status, headers);
+      res.end(body);
+    } catch (error) {
+      const durationMs = Date.now() - start;
+      context.logger.error('[local-api] fatal', error);
+
+      if (!skipRecord) {
+        recordTraffic({
+          timestamp: new Date().toISOString(),
+          method: req.method,
+          path: requestUrl.pathname + (requestUrl.search || ''),
+          status: 500,
+          durationMs,
+          error: error.message,
+        });
+      }
+
+      res.writeHead(500, { 'content-type': 'application/json', ...makeCorsHeaders(req) });
+      res.end(JSON.stringify({ error: 'Internal server error' }));
+    }
+  });
+
+  return {
+    context,
+    routes,
+    server,
+    async start() {
+      await new Promise((resolve, reject) => {
+        const onListening = () => {
+          server.off('error', onError);
+          resolve();
+        };
+        const onError = (error) => {
+          server.off('listening', onListening);
+          reject(error);
+        };
+
+        server.once('listening', onListening);
+        server.once('error', onError);
+        server.listen(context.port, context.host);
+      });
+
+      const address = server.address();
+      const boundPort = typeof address === 'object' && address?.port ? address.port : context.port;
+      const bindHost = context.host === '0.0.0.0' ? '0.0.0.0' : '127.0.0.1';
+      context.logger.log(`[local-api] listening on http://${bindHost}:${boundPort} (apiDir=${context.apiDir}, routes=${routes.length}, cloudFallback=${context.cloudFallback}${context.distDir ? ', static=' + context.distDir : ''})`);
+      return { port: boundPort };
+    },
+    async close() {
+      await new Promise((resolve, reject) => {
+        server.close((error) => (error ? reject(error) : resolve()));
+      });
+    },
+  };
+}
+
+if (isMainModule()) {
+  try {
+    const app = await createLocalApiServer();
+    await app.start();
+  } catch (error) {
+    console.error('[local-api] startup failed', error);
+    process.exit(1);
+  }
+}
diff --git a/src-tauri/sidecar/local-api-server.test.mjs b/src-tauri/sidecar/local-api-server.test.mjs
new file mode 100644
index 000000000..949f950c9
--- /dev/null
+++ b/src-tauri/sidecar/local-api-server.test.mjs
@@ -0,0 +1,361 @@
+import { strict as assert } from 'node:assert';
+import { mkdtemp, mkdir, rm, writeFile } from 'node:fs/promises';
+import { createServer } from 'node:http';
+import os from 'node:os';
+import path from 'node:path';
+import test from 'node:test';
+import { createLocalApiServer } from './local-api-server.mjs';
+
+async function listen(server, host = '127.0.0.1', port = 0) {
+  await new Promise((resolve, reject) => {
+    const onListening = () => {
+      server.off('error', onError);
+      resolve();
+    };
+    const onError = (error) => {
+      server.off('listening', onListening);
+      reject(error);
+    };
+    server.once('listening', onListening);
+    server.once('error', onError);
+    server.listen(port, host);
+  });
+
+  const address = server.address();
+  if (!address || typeof address === 'string') {
+    throw new Error('Failed to resolve server address');
+  }
+  return address.port;
+}
+
+async function setupRemoteServer() {
+  const hits = [];
+  const origins = [];
+  const server = createServer((req, res) => {
+    const url = new URL(req.url || '/', 'http://127.0.0.1');
+    hits.push(url.pathname);
+    origins.push(req.headers.origin || null);
+    res.writeHead(200, { 'content-type': 'application/json' });
+    res.end(JSON.stringify({
+      source: 'remote',
+      path: url.pathname,
+      origin: req.headers.origin || null,
+    }));
+  });
+
+  const port = await listen(server);
+  return {
+    hits,
+    origins,
+    remoteBase: `http://127.0.0.1:${port}`,
+    async close() {
+      await new Promise((resolve, reject) => {
+        server.close((error) => (error ? reject(error) : resolve()));
+      });
+    },
+  };
+}
+
+async function setupApiDir(files) {
+  const tempRoot = await mkdtemp(path.join(os.tmpdir(), 'wm-sidecar-test-'));
+  const apiDir = path.join(tempRoot, 'api');
+  await mkdir(apiDir, { recursive: true });
+
+  await Promise.all(
+    Object.entries(files).map(async ([relativePath, source]) => {
+      const absolute = path.join(apiDir, relativePath);
+      await mkdir(path.dirname(absolute), { recursive: true });
+      await writeFile(absolute, source, 'utf8');
+    })
+  );
+
+  return {
+    apiDir,
+    async cleanup() {
+      await rm(tempRoot, { recursive: true, force: true });
+    },
+  };
+}
+
+async function setupResourceDirWithUpApi(files) {
+  const tempRoot = await mkdtemp(path.join(os.tmpdir(), 'wm-sidecar-resource-test-'));
+  const apiDir = path.join(tempRoot, '_up_', 'api');
+  await mkdir(apiDir, { recursive: true });
+
+  await Promise.all(
+    Object.entries(files).map(async ([relativePath, source]) => {
+      const absolute = path.join(apiDir, relativePath);
+      await mkdir(path.dirname(absolute), { recursive: true });
+      await writeFile(absolute, source, 'utf8');
+    })
+  );
+
+  return {
+    resourceDir: tempRoot,
+    apiDir,
+    async cleanup() {
+      await rm(tempRoot, { recursive: true, force: true });
+    },
+  };
+}
+
+test('returns local error directly when cloudFallback is off (default)', async () => {
+  const remote = await setupRemoteServer();
+  const localApi = await setupApiDir({
+    'fred-data.js': `
+      export default async function handler() {
+        return new Response(JSON.stringify({ source: 'local-error' }), {
+          status: 500,
+          headers: { 'content-type': 'application/json' }
+        });
+      }
+    `,
+  });
+
+  const app = await createLocalApiServer({
+    port: 0,
+    apiDir: localApi.apiDir,
+    remoteBase: remote.remoteBase,
+    logger: { log() {}, warn() {}, error() {} },
+  });
+  const { port } = await app.start();
+
+  try {
+    const response = await fetch(`http://127.0.0.1:${port}/api/fred-data`);
+    assert.equal(response.status, 500);
+    const body = await response.json();
+    assert.equal(body.source, 'local-error');
+    assert.equal(remote.hits.length, 0);
+  } finally {
+    await app.close();
+    await localApi.cleanup();
+    await remote.close();
+  }
+});
+
+test('falls back to cloud when cloudFallback is enabled and local handler returns 500', async () => {
+  const remote = await setupRemoteServer();
+  const localApi = await setupApiDir({
+    'fred-data.js': `
+      export default async function handler() {
+        return new Response(JSON.stringify({ source: 'local-error' }), {
+          status: 500,
+          headers: { 'content-type': 'application/json' }
+        });
+      }
+    `,
+  });
+
+  const app = await createLocalApiServer({
+    port: 0,
+    apiDir: localApi.apiDir,
+    remoteBase: remote.remoteBase,
+    cloudFallback: 'true',
+    logger: { log() {}, warn() {}, error() {} },
+  });
+  const { port } = await app.start();
+
+  try {
+    const response = await fetch(`http://127.0.0.1:${port}/api/fred-data`);
+    assert.equal(response.status, 200);
+    const body = await response.json();
+    assert.equal(body.source, 'remote');
+    assert.equal(remote.hits.includes('/api/fred-data'), true);
+  } finally {
+    await app.close();
+    await localApi.cleanup();
+    await remote.close();
+  }
+});
+
+test('uses local handler response when local handler succeeds', async () => {
+  const remote = await setupRemoteServer();
+  const localApi = await setupApiDir({
+    'live.js': `
+      export default async function handler() {
+        return new Response(JSON.stringify({ source: 'local-ok' }), {
+          status: 200,
+          headers: { 'content-type': 'application/json' }
+        });
+      }
+    `,
+  });
+
+  const app = await createLocalApiServer({
+    port: 0,
+    apiDir: localApi.apiDir,
+    remoteBase: remote.remoteBase,
+    logger: { log() {}, warn() {}, error() {} },
+  });
+  const { port } = await app.start();
+
+  try {
+    const response = await fetch(`http://127.0.0.1:${port}/api/live`);
+    assert.equal(response.status, 200);
+    const body = await response.json();
+    assert.equal(body.source, 'local-ok');
+    assert.equal(remote.hits.length, 0);
+  } finally {
+    await app.close();
+    await localApi.cleanup();
+    await remote.close();
+  }
+});
+
+test('returns 404 when local route does not exist and cloudFallback is off', async () => {
+  const remote = await setupRemoteServer();
+  const localApi = await setupApiDir({});
+
+  const app = await createLocalApiServer({
+    port: 0,
+    apiDir: localApi.apiDir,
+    remoteBase: remote.remoteBase,
+    logger: { log() {}, warn() {}, error() {} },
+  });
+  const { port } = await app.start();
+
+  try {
+    const response = await fetch(`http://127.0.0.1:${port}/api/not-found`);
+    assert.equal(response.status, 404);
+    const body = await response.json();
+    assert.equal(body.error, 'No local handler for this endpoint');
+    assert.equal(remote.hits.length, 0);
+  } finally {
+    await app.close();
+    await localApi.cleanup();
+    await remote.close();
+  }
+});
+
+test('strips browser origin headers before invoking local handlers', async () => {
+  const remote = await setupRemoteServer();
+  const localApi = await setupApiDir({
+    'origin-check.js': `
+      export default async function handler(req) {
+        const origin = req.headers.get('origin');
+        return new Response(JSON.stringify({
+          source: 'local',
+          originPresent: Boolean(origin),
+        }), {
+          status: 200,
+          headers: { 'content-type': 'application/json' }
+        });
+      }
+    `,
+  });
+
+  const app = await createLocalApiServer({
+    port: 0,
+    apiDir: localApi.apiDir,
+    remoteBase: remote.remoteBase,
+    logger: { log() {}, warn() {}, error() {} },
+  });
+  const { port } = await app.start();
+
+  try {
+    const response = await fetch(`http://127.0.0.1:${port}/api/origin-check`, {
+      headers: { Origin: 'https://tauri.localhost' },
+    });
+    assert.equal(response.status, 200);
+    const body = await response.json();
+    assert.equal(body.source, 'local');
+    assert.equal(body.originPresent, false);
+    assert.equal(remote.hits.length, 0);
+  } finally {
+    await app.close();
+    await localApi.cleanup();
+    await remote.close();
+  }
+});
+
+test('strips browser origin headers when proxying to cloud fallback (cloudFallback enabled)', async () => {
+  const remote = await setupRemoteServer();
+  const localApi = await setupApiDir({});
+
+  const app = await createLocalApiServer({
+    port: 0,
+    apiDir: localApi.apiDir,
+    remoteBase: remote.remoteBase,
+    cloudFallback: 'true',
+    logger: { log() {}, warn() {}, error() {} },
+  });
+  const { port } = await app.start();
+
+  try {
+    const response = await fetch(`http://127.0.0.1:${port}/api/no-local-handler`, {
+      headers: { Origin: 'https://tauri.localhost' },
+    });
+    assert.equal(response.status, 200);
+    const body = await response.json();
+    assert.equal(body.source, 'remote');
+    assert.equal(body.origin, null);
+    assert.equal(remote.origins[0], null);
+  } finally {
+    await app.close();
+    await localApi.cleanup();
+    await remote.close();
+  }
+});
+
+test('responds to OPTIONS preflight with CORS headers', async () => {
+  const localApi = await setupApiDir({
+    'data.js': `
+      export default async function handler() {
+        return new Response('{}', { status: 200, headers: { 'content-type': 'application/json' } });
+      }
+    `,
+  });
+
+  const app = await createLocalApiServer({
+    port: 0,
+    apiDir: localApi.apiDir,
+    logger: { log() {}, warn() {}, error() {} },
+  });
+  const { port } = await app.start();
+
+  try {
+    const response = await fetch(`http://127.0.0.1:${port}/api/data`, { method: 'OPTIONS' });
+    assert.equal(response.status, 204);
+    assert.equal(response.headers.get('access-control-allow-methods'), 'GET, POST, PUT, DELETE, OPTIONS');
+  } finally {
+    await app.close();
+    await localApi.cleanup();
+  }
+});
+
+test('resolves packaged tauri resource layout under _up_/api', async () => {
+  const remote = await setupRemoteServer();
+  const localResource = await setupResourceDirWithUpApi({
+    'live.js': `
+      export default async function handler() {
+        return new Response(JSON.stringify({ source: 'local-up' }), {
+          status: 200,
+          headers: { 'content-type': 'application/json' }
+        });
+      }
+    `,
+  });
+
+  const app = await createLocalApiServer({
+    port: 0,
+    resourceDir: localResource.resourceDir,
+    remoteBase: remote.remoteBase,
+    logger: { log() {}, warn() {}, error() {} },
+  });
+  const { port } = await app.start();
+
+  try {
+    assert.equal(app.context.apiDir, localResource.apiDir);
+    assert.equal(app.routes.length, 1);
+
+    const response = await fetch(`http://127.0.0.1:${port}/api/live`);
+    assert.equal(response.status, 200);
+    const body = await response.json();
+    assert.equal(body.source, 'local-up');
+    assert.equal(remote.hits.length, 0);
+  } finally {
+    await app.close();
+    await localResource.cleanup();
+    await remote.close();
+  }
+});
diff --git a/src-tauri/sidecar/package.json b/src-tauri/sidecar/package.json
new file mode 100644
index 000000000..5ffd9800b
--- /dev/null
+++ b/src-tauri/sidecar/package.json
@@ -0,0 +1 @@
+{ "type": "module" }
diff --git a/src-tauri/src/main.rs b/src-tauri/src/main.rs
new file mode 100644
index 000000000..2e36ceb4a
--- /dev/null
+++ b/src-tauri/src/main.rs
@@ -0,0 +1,678 @@
+#![cfg_attr(not(debug_assertions), windows_subsystem = "windows")]
+
+use std::fs::{self, File, OpenOptions};
+use std::io::Write;
+use std::path::{Path, PathBuf};
+use std::process::{Child, Command, Stdio};
+use std::sync::Mutex;
+use std::time::{SystemTime, UNIX_EPOCH};
+use std::env;
+
+use keyring::Entry;
+use reqwest::Url;
+use serde_json::{Map, Value};
+use tauri::menu::{AboutMetadata, Menu, MenuItem, PredefinedMenuItem, Submenu};
+use tauri::{AppHandle, Manager, RunEvent, WindowEvent, WebviewUrl, WebviewWindowBuilder};
+
+const LOCAL_API_PORT: &str = "46123";
+const KEYRING_SERVICE: &str = "world-monitor";
+const LOCAL_API_LOG_FILE: &str = "local-api.log";
+const DESKTOP_LOG_FILE: &str = "desktop.log";
+const MENU_FILE_SETTINGS_ID: &str = "file.settings";
+const MENU_HELP_GITHUB_ID: &str = "help.github";
+const MENU_HELP_DEVTOOLS_ID: &str = "help.devtools";
+const SUPPORTED_SECRET_KEYS: [&str; 18] = [
+    "GROQ_API_KEY",
+    "OPENROUTER_API_KEY",
+    "FRED_API_KEY",
+    "EIA_API_KEY",
+    "CLOUDFLARE_API_TOKEN",
+    "ACLED_ACCESS_TOKEN",
+    "URLHAUS_AUTH_KEY",
+    "OTX_API_KEY",
+    "ABUSEIPDB_API_KEY",
+    "WINGBITS_API_KEY",
+    "WS_RELAY_URL",
+    "VITE_OPENSKY_RELAY_URL",
+    "OPENSKY_CLIENT_ID",
+    "OPENSKY_CLIENT_SECRET",
+    "AISSTREAM_API_KEY",
+    "VITE_WS_RELAY_URL",
+    "FINNHUB_API_KEY",
+    "NASA_FIRMS_API_KEY",
+];
+
+#[derive(Default)]
+struct LocalApiState {
+    child: Mutex<Option<Child>>,
+    token: Mutex<Option<String>>,
+}
+
+fn secret_entry(key: &str) -> Result<Entry, String> {
+    if !SUPPORTED_SECRET_KEYS.contains(&key) {
+        return Err(format!("Unsupported secret key: {key}"));
+    }
+    Entry::new(KEYRING_SERVICE, key).map_err(|e| format!("Keyring init failed: {e}"))
+}
+
+fn generate_local_token() -> String {
+    use std::collections::hash_map::RandomState;
+    use std::hash::{BuildHasher, Hasher};
+    let state = RandomState::new();
+    let mut h1 = state.build_hasher();
+    h1.write_u64(std::process::id() as u64);
+    let a = h1.finish();
+    let mut h2 = state.build_hasher();
+    let nanos = SystemTime::now()
+        .duration_since(UNIX_EPOCH)
+        .map(|d| d.as_nanos())
+        .unwrap_or(0);
+    h2.write_u128(nanos);
+    let b = h2.finish();
+    format!("{a:016x}{b:016x}")
+}
+
+#[tauri::command]
+fn get_local_api_token(state: tauri::State<'_, LocalApiState>) -> Result<String, String> {
+    let token = state
+        .token
+        .lock()
+        .map_err(|_| "Failed to lock local API token".to_string())?;
+    token.clone().ok_or_else(|| "Token not generated".to_string())
+}
+
+#[tauri::command]
+fn list_supported_secret_keys() -> Vec<String> {
+    SUPPORTED_SECRET_KEYS.iter().map(|key| (*key).to_string()).collect()
+}
+
+#[tauri::command]
+fn get_secret(key: String) -> Result<Option<String>, String> {
+    let entry = secret_entry(&key)?;
+    match entry.get_password() {
+        Ok(value) => Ok(Some(value)),
+        Err(keyring::Error::NoEntry) => Ok(None),
+        Err(err) => Err(format!("Failed to read keyring secret: {err}")),
+    }
+}
+
+#[tauri::command]
+fn set_secret(key: String, value: String) -> Result<(), String> {
+    let entry = secret_entry(&key)?;
+    entry
+        .set_password(&value)
+        .map_err(|e| format!("Failed to write keyring secret: {e}"))
+}
+
+#[tauri::command]
+fn delete_secret(key: String) -> Result<(), String> {
+    let entry = secret_entry(&key)?;
+    match entry.delete_credential() {
+        Ok(_) => Ok(()),
+        Err(keyring::Error::NoEntry) => Ok(()),
+        Err(err) => Err(format!("Failed to delete keyring secret: {err}")),
+    }
+}
+
+fn cache_file_path(app: &AppHandle) -> Result<PathBuf, String> {
+    let dir = app
+        .path()
+        .app_data_dir()
+        .map_err(|e| format!("Failed to resolve app data dir: {e}"))?;
+    std::fs::create_dir_all(&dir)
+        .map_err(|e| format!("Failed to create app data directory {}: {e}", dir.display()))?;
+    Ok(dir.join("persistent-cache.json"))
+}
+
+#[tauri::command]
+fn read_cache_entry(app: AppHandle, key: String) -> Result<Option<Value>, String> {
+    let path = cache_file_path(&app)?;
+    if !path.exists() {
+        return Ok(None);
+    }
+
+    let contents = std::fs::read_to_string(&path)
+        .map_err(|e| format!("Failed to read cache store {}: {e}", path.display()))?;
+    let parsed: Value = serde_json::from_str(&contents).unwrap_or_else(|_| Value::Object(Map::new()));
+    let Some(root) = parsed.as_object() else {
+        return Ok(None);
+    };
+
+    Ok(root.get(&key).cloned())
+}
+
+#[tauri::command]
+fn write_cache_entry(app: AppHandle, key: String, value: String) -> Result<(), String> {
+    let path = cache_file_path(&app)?;
+
+    let mut root: Map<String, Value> = if path.exists() {
+        let contents = std::fs::read_to_string(&path)
+            .map_err(|e| format!("Failed to read cache store {}: {e}", path.display()))?;
+        serde_json::from_str::<Value>(&contents)
+            .ok()
+            .and_then(|v| v.as_object().cloned())
+            .unwrap_or_default()
+    } else {
+        Map::new()
+    };
+
+    let parsed_value: Value = serde_json::from_str(&value)
+        .map_err(|e| format!("Invalid cache payload JSON: {e}"))?;
+    root.insert(key, parsed_value);
+
+    let serialized = serde_json::to_string_pretty(&Value::Object(root))
+        .map_err(|e| format!("Failed to serialize cache store: {e}"))?;
+    std::fs::write(&path, serialized)
+        .map_err(|e| format!("Failed to write cache store {}: {e}", path.display()))
+}
+
+fn logs_dir_path(app: &AppHandle) -> Result<PathBuf, String> {
+    let dir = app
+        .path()
+        .app_log_dir()
+        .map_err(|e| format!("Failed to resolve app log dir: {e}"))?;
+    fs::create_dir_all(&dir)
+        .map_err(|e| format!("Failed to create app log dir {}: {e}", dir.display()))?;
+    Ok(dir)
+}
+
+fn sidecar_log_path(app: &AppHandle) -> Result<PathBuf, String> {
+    Ok(logs_dir_path(app)?.join(LOCAL_API_LOG_FILE))
+}
+
+fn desktop_log_path(app: &AppHandle) -> Result<PathBuf, String> {
+    Ok(logs_dir_path(app)?.join(DESKTOP_LOG_FILE))
+}
+
+fn append_desktop_log(app: &AppHandle, level: &str, message: &str) {
+    let Ok(path) = desktop_log_path(app) else {
+        return;
+    };
+
+    let Ok(mut file) = OpenOptions::new().create(true).append(true).open(path) else {
+        return;
+    };
+
+    let timestamp = SystemTime::now()
+        .duration_since(UNIX_EPOCH)
+        .map(|d| d.as_secs())
+        .unwrap_or(0);
+    let _ = writeln!(file, "[{timestamp}][{level}] {message}");
+}
+
+fn open_in_shell(arg: &str) -> Result<(), String> {
+    #[cfg(target_os = "macos")]
+    let mut command = {
+        let mut cmd = Command::new("open");
+        cmd.arg(arg);
+        cmd
+    };
+
+    #[cfg(target_os = "windows")]
+    let mut command = {
+        let mut cmd = Command::new("explorer");
+        cmd.arg(arg);
+        cmd
+    };
+
+    #[cfg(all(unix, not(target_os = "macos")))]
+    let mut command = {
+        let mut cmd = Command::new("xdg-open");
+        cmd.arg(arg);
+        cmd
+    };
+
+    command
+        .spawn()
+        .map(|_| ())
+        .map_err(|e| format!("Failed to open {}: {e}", arg))
+}
+
+fn open_path_in_shell(path: &Path) -> Result<(), String> {
+    open_in_shell(&path.to_string_lossy())
+}
+
+#[tauri::command]
+fn open_url(url: String) -> Result<(), String> {
+    let parsed = Url::parse(&url).map_err(|_| "Invalid URL".to_string())?;
+
+    match parsed.scheme() {
+        "https" => open_in_shell(parsed.as_str()),
+        "http" => match parsed.host_str() {
+            Some("localhost") | Some("127.0.0.1") => open_in_shell(parsed.as_str()),
+            _ => Err("Only https:// URLs are allowed (http:// only for localhost)".to_string()),
+        },
+        _ => Err("Only https:// URLs are allowed (http:// only for localhost)".to_string()),
+    }
+}
+
+fn open_logs_folder_impl(app: &AppHandle) -> Result<PathBuf, String> {
+    let dir = logs_dir_path(app)?;
+    open_path_in_shell(&dir)?;
+    Ok(dir)
+}
+
+fn open_sidecar_log_impl(app: &AppHandle) -> Result<PathBuf, String> {
+    let log_path = sidecar_log_path(app)?;
+    if !log_path.exists() {
+        File::create(&log_path)
+            .map_err(|e| format!("Failed to create sidecar log {}: {e}", log_path.display()))?;
+    }
+    open_path_in_shell(&log_path)?;
+    Ok(log_path)
+}
+
+#[tauri::command]
+fn open_logs_folder(app: AppHandle) -> Result<String, String> {
+    open_logs_folder_impl(&app).map(|path| path.display().to_string())
+}
+
+#[tauri::command]
+fn open_sidecar_log_file(app: AppHandle) -> Result<String, String> {
+    open_sidecar_log_impl(&app).map(|path| path.display().to_string())
+}
+
+#[tauri::command]
+async fn open_settings_window_command(app: AppHandle) -> Result<(), String> {
+    open_settings_window(&app)
+}
+
+#[tauri::command]
+fn close_settings_window(app: AppHandle) -> Result<(), String> {
+    if let Some(window) = app.get_webview_window("settings") {
+        window.close().map_err(|e| format!("Failed to close settings window: {e}"))?;
+    }
+    Ok(())
+}
+
+/// Fetch JSON from Polymarket Gamma API using native TLS (bypasses Cloudflare JA3 blocking).
+/// Called from frontend when browser CORS and sidecar Node.js TLS both fail.
+#[tauri::command]
+async fn fetch_polymarket(path: String, params: String) -> Result<String, String> {
+    let allowed = ["events", "markets", "tags"];
+    let segment = path.trim_start_matches('/');
+    if !allowed.iter().any(|a| segment.starts_with(a)) {
+        return Err("Invalid Polymarket path".into());
+    }
+    let url = format!("https://gamma-api.polymarket.com/{}?{}", segment, params);
+    let client = reqwest::Client::builder()
+        .use_native_tls()
+        .build()
+        .map_err(|e| format!("HTTP client error: {e}"))?;
+    let resp = client
+        .get(&url)
+        .header("Accept", "application/json")
+        .timeout(std::time::Duration::from_secs(10))
+        .send()
+        .await
+        .map_err(|e| format!("Polymarket fetch failed: {e}"))?;
+    if !resp.status().is_success() {
+        return Err(format!("Polymarket HTTP {}", resp.status()));
+    }
+    resp.text().await.map_err(|e| format!("Read body failed: {e}"))
+}
+
+fn open_settings_window(app: &AppHandle) -> Result<(), String> {
+    if let Some(window) = app.get_webview_window("settings") {
+        let _ = window.show();
+        window
+            .set_focus()
+            .map_err(|e| format!("Failed to focus settings window: {e}"))?;
+        return Ok(());
+    }
+
+    let _settings_window = WebviewWindowBuilder::new(app, "settings", WebviewUrl::App("settings.html".into()))
+        .title("World Monitor Settings")
+        .inner_size(980.0, 760.0)
+        .min_inner_size(820.0, 620.0)
+        .resizable(true)
+        .visible(false)
+        .build()
+        .map_err(|e| format!("Failed to create settings window: {e}"))?;
+
+    // On Windows/Linux, menus are per-window. Remove the inherited app menu
+    // from the settings window (macOS uses a shared app-wide menu bar instead).
+    #[cfg(not(target_os = "macos"))]
+    let _ = _settings_window.remove_menu();
+
+    Ok(())
+}
+
+fn build_app_menu(handle: &AppHandle) -> tauri::Result<Menu<tauri::Wry>> {
+    let settings_item = MenuItem::with_id(
+        handle,
+        MENU_FILE_SETTINGS_ID,
+        "Settings...",
+        true,
+        Some("CmdOrCtrl+,"),
+    )?;
+    let separator = PredefinedMenuItem::separator(handle)?;
+    let quit_item = PredefinedMenuItem::quit(handle, Some("Quit"))?;
+    let file_menu =
+        Submenu::with_items(handle, "File", true, &[&settings_item, &separator, &quit_item])?;
+
+    let about_metadata = AboutMetadata {
+        name: Some("World Monitor".into()),
+        version: Some(env!("CARGO_PKG_VERSION").into()),
+        copyright: Some("\u{00a9} 2025 Elie Habib".into()),
+        website: Some("https://worldmonitor.app".into()),
+        website_label: Some("worldmonitor.app".into()),
+        ..Default::default()
+    };
+    let about_item = PredefinedMenuItem::about(handle, Some("About World Monitor"), Some(about_metadata))?;
+    let github_item = MenuItem::with_id(
+        handle,
+        MENU_HELP_GITHUB_ID,
+        "GitHub Repository",
+        true,
+        None::<&str>,
+    )?;
+    let devtools_item = MenuItem::with_id(
+        handle,
+        MENU_HELP_DEVTOOLS_ID,
+        "Toggle Developer Tools",
+        true,
+        Some("CmdOrCtrl+Alt+I"),
+    )?;
+    let help_separator = PredefinedMenuItem::separator(handle)?;
+    let help_menu = Submenu::with_items(
+        handle,
+        "Help",
+        true,
+        &[&about_item, &help_separator, &github_item, &devtools_item],
+    )?;
+
+    let edit_menu = {
+        let undo = PredefinedMenuItem::undo(handle, None)?;
+        let redo = PredefinedMenuItem::redo(handle, None)?;
+        let sep1 = PredefinedMenuItem::separator(handle)?;
+        let cut = PredefinedMenuItem::cut(handle, None)?;
+        let copy = PredefinedMenuItem::copy(handle, None)?;
+        let paste = PredefinedMenuItem::paste(handle, None)?;
+        let select_all = PredefinedMenuItem::select_all(handle, None)?;
+        Submenu::with_items(handle, "Edit", true, &[&undo, &redo, &sep1, &cut, &copy, &paste, &select_all])?
+    };
+
+    Menu::with_items(handle, &[&file_menu, &edit_menu, &help_menu])
+}
+
+fn handle_menu_event(app: &AppHandle, event: tauri::menu::MenuEvent) {
+    match event.id().as_ref() {
+        MENU_FILE_SETTINGS_ID => {
+            if let Err(err) = open_settings_window(app) {
+                append_desktop_log(app, "ERROR", &format!("settings menu failed: {err}"));
+                eprintln!("[tauri] settings menu failed: {err}");
+            }
+        }
+        MENU_HELP_GITHUB_ID => {
+            let _ = open_in_shell("https://github.com/koala73/worldmonitor");
+        }
+        MENU_HELP_DEVTOOLS_ID => {
+            if let Some(window) = app.get_webview_window("main") {
+                if window.is_devtools_open() {
+                    window.close_devtools();
+                } else {
+                    window.open_devtools();
+                }
+            }
+        }
+        _ => {}
+    }
+}
+
+/// Strip the `\\?\` extended-length path prefix that Windows `canonicalize()` adds.
+/// Node.js module resolution cannot handle UNC-prefixed paths and walks up to a
+/// bare drive letter like `C:` which then fails with `EISDIR: lstat 'C:'`.
+fn sanitize_path_for_node(p: &Path) -> String {
+    let s = p.to_string_lossy();
+    if s.starts_with("\\\\?\\") {
+        s[4..].to_string()
+    } else {
+        s.into_owned()
+    }
+}
+
+fn local_api_paths(app: &AppHandle) -> (PathBuf, PathBuf) {
+    let resource_dir = app
+        .path()
+        .resource_dir()
+        .unwrap_or_else(|_| PathBuf::from("."));
+
+    let sidecar_script = if cfg!(debug_assertions) {
+        PathBuf::from(env!("CARGO_MANIFEST_DIR")).join("sidecar/local-api-server.mjs")
+    } else {
+        resource_dir.join("sidecar/local-api-server.mjs")
+    };
+
+    let api_dir_root = if cfg!(debug_assertions) {
+        PathBuf::from(env!("CARGO_MANIFEST_DIR"))
+            .parent()
+            .map(PathBuf::from)
+            .unwrap_or_else(|| PathBuf::from("."))
+    } else {
+        let direct_api = resource_dir.join("api");
+        let lifted_root = resource_dir.join("_up_");
+        let lifted_api = lifted_root.join("api");
+        if direct_api.exists() {
+            resource_dir
+        } else if lifted_api.exists() {
+            lifted_root
+        } else {
+            resource_dir
+        }
+    };
+
+    (sidecar_script, api_dir_root)
+}
+
+fn resolve_node_binary() -> Option<PathBuf> {
+    if let Ok(explicit) = env::var("LOCAL_API_NODE_BIN") {
+        let explicit_path = PathBuf::from(explicit);
+        if explicit_path.exists() {
+            return Some(explicit_path);
+        }
+    }
+
+    let node_name = if cfg!(windows) { "node.exe" } else { "node" };
+    if let Some(path_var) = env::var_os("PATH") {
+        for dir in env::split_paths(&path_var) {
+            let candidate = dir.join(node_name);
+            if candidate.exists() {
+                return Some(candidate);
+            }
+        }
+    }
+
+    let common_locations = if cfg!(windows) {
+        vec![
+            PathBuf::from(r"C:\Program Files\nodejs\node.exe"),
+            PathBuf::from(r"C:\Program Files (x86)\nodejs\node.exe"),
+        ]
+    } else {
+        vec![
+            PathBuf::from("/opt/homebrew/bin/node"),
+            PathBuf::from("/usr/local/bin/node"),
+            PathBuf::from("/usr/bin/node"),
+            PathBuf::from("/opt/local/bin/node"),
+        ]
+    };
+
+    common_locations.into_iter().find(|path| path.exists())
+}
+
+fn start_local_api(app: &AppHandle) -> Result<(), String> {
+    let state = app.state::<LocalApiState>();
+    let mut slot = state
+        .child
+        .lock()
+        .map_err(|_| "Failed to lock local API state".to_string())?;
+    if slot.is_some() {
+        return Ok(());
+    }
+
+    let (script, resource_root) = local_api_paths(app);
+    if !script.exists() {
+        return Err(format!(
+            "Local API sidecar script missing at {}",
+            script.display()
+        ));
+    }
+    let node_binary = resolve_node_binary().ok_or_else(|| {
+        "Node.js executable not found. Install Node 18+ or set LOCAL_API_NODE_BIN".to_string()
+    })?;
+
+    let log_path = sidecar_log_path(app)?;
+    let log_file = OpenOptions::new()
+        .create(true)
+        .append(true)
+        .open(&log_path)
+        .map_err(|e| format!("Failed to open local API log {}: {e}", log_path.display()))?;
+    let log_file_err = log_file
+        .try_clone()
+        .map_err(|e| format!("Failed to clone local API log handle: {e}"))?;
+
+    append_desktop_log(
+        app,
+        "INFO",
+        &format!(
+            "starting local API sidecar script={} resource_root={} log={}",
+            script.display(),
+            resource_root.display(),
+            log_path.display()
+        ),
+    );
+    append_desktop_log(app, "INFO", &format!("resolved node binary={}", node_binary.display()));
+
+    // Generate a unique token for local API auth (prevents other local processes from accessing sidecar)
+    let mut token_slot = state.token.lock().map_err(|_| "Failed to lock token slot")?;
+    if token_slot.is_none() {
+        *token_slot = Some(generate_local_token());
+    }
+    let local_api_token = token_slot.clone().unwrap();
+    drop(token_slot);
+
+    let mut cmd = Command::new(&node_binary);
+    // Sanitize paths for Node.js on Windows: strip \\?\ UNC prefix and set
+    // explicit working directory to avoid bare drive-letter CWD issues that
+    // cause EISDIR errors in Node.js module resolution.
+    let script_for_node = sanitize_path_for_node(&script);
+    let resource_for_node = sanitize_path_for_node(&resource_root);
+    append_desktop_log(app, "INFO", &format!("node args: script={script_for_node} resource_dir={resource_for_node}"));
+    cmd.arg(&script_for_node)
+        .env("LOCAL_API_PORT", LOCAL_API_PORT)
+        .env("LOCAL_API_RESOURCE_DIR", &resource_for_node)
+        .env("LOCAL_API_MODE", "tauri-sidecar")
+        .env("LOCAL_API_TOKEN", &local_api_token)
+        .stdout(Stdio::from(log_file))
+        .stderr(Stdio::from(log_file_err));
+    if let Some(parent) = script.parent() {
+        cmd.current_dir(parent);
+    }
+
+    // Pass keychain secrets to sidecar as env vars
+    let mut secret_count = 0u32;
+    for key in SUPPORTED_SECRET_KEYS.iter() {
+        if let Ok(entry) = Entry::new(KEYRING_SERVICE, key) {
+            if let Ok(value) = entry.get_password() {
+                if !value.trim().is_empty() {
+                    cmd.env(key, value.trim());
+                    secret_count += 1;
+                }
+            }
+        }
+    }
+    append_desktop_log(app, "INFO", &format!("injected {secret_count} keychain secrets into sidecar env"));
+
+    let child = cmd
+        .spawn()
+        .map_err(|e| format!("Failed to launch local API: {e}"))?;
+    append_desktop_log(app, "INFO", &format!("local API sidecar started pid={}", child.id()));
+    *slot = Some(child);
+    Ok(())
+}
+
+fn stop_local_api(app: &AppHandle) {
+    if let Ok(state) = app.try_state::<LocalApiState>().ok_or(()) {
+        if let Ok(mut slot) = state.child.lock() {
+            if let Some(mut child) = slot.take() {
+                let _ = child.kill();
+                append_desktop_log(app, "INFO", "local API sidecar stopped");
+            }
+        }
+    }
+}
+
+fn main() {
+    tauri::Builder::default()
+        .menu(build_app_menu)
+        .on_menu_event(handle_menu_event)
+        .manage(LocalApiState::default())
+        .invoke_handler(tauri::generate_handler![
+            list_supported_secret_keys,
+            get_secret,
+            set_secret,
+            delete_secret,
+            get_local_api_token,
+            read_cache_entry,
+            write_cache_entry,
+            open_logs_folder,
+            open_sidecar_log_file,
+            open_settings_window_command,
+            close_settings_window,
+            open_url,
+            fetch_polymarket
+        ])
+        .setup(|app| {
+            if let Err(err) = start_local_api(&app.handle()) {
+                append_desktop_log(
+                    &app.handle(),
+                    "ERROR",
+                    &format!("local API sidecar failed to start: {err}"),
+                );
+                eprintln!("[tauri] local API sidecar failed to start: {err}");
+            }
+
+            Ok(())
+        })
+        .build(tauri::generate_context!())
+        .expect("error while running world-monitor tauri application")
+        .run(|app, event| {
+            match &event {
+                // macOS: hide window on close instead of quitting (standard behavior)
+                #[cfg(target_os = "macos")]
+                RunEvent::WindowEvent {
+                    label,
+                    event: WindowEvent::CloseRequested { api, .. },
+                    ..
+                } if label == "main" => {
+                    api.prevent_close();
+                    if let Some(w) = app.get_webview_window("main") {
+                        let _ = w.hide();
+                    }
+                }
+                // macOS: reshow window when dock icon is clicked
+                #[cfg(target_os = "macos")]
+                RunEvent::Reopen { .. } => {
+                    if let Some(w) = app.get_webview_window("main") {
+                        let _ = w.show();
+                        let _ = w.set_focus();
+                    }
+                }
+                // Raise settings window when main window gains focus so it doesn't hide behind
+                RunEvent::WindowEvent {
+                    label,
+                    event: WindowEvent::Focused(true),
+                    ..
+                } if label == "main" => {
+                    if let Some(sw) = app.get_webview_window("settings") {
+                        let _ = sw.show();
+                        let _ = sw.set_focus();
+                    }
+                }
+                RunEvent::ExitRequested { .. } | RunEvent::Exit => {
+                    stop_local_api(app);
+                }
+                _ => {}
+            }
+        });
+}
diff --git a/src-tauri/tauri.conf.json b/src-tauri/tauri.conf.json
new file mode 100644
index 000000000..f9e1189e5
--- /dev/null
+++ b/src-tauri/tauri.conf.json
@@ -0,0 +1,62 @@
+{
+  "$schema": "https://schema.tauri.app/config/2",
+  "productName": "World Monitor",
+  "mainBinaryName": "world-monitor",
+  "version": "2.3.4",
+  "identifier": "app.worldmonitor.desktop",
+  "build": {
+    "beforeDevCommand": "npm run dev",
+    "beforeBuildCommand": "npm run build",
+    "frontendDist": "../dist",
+    "devUrl": "http://localhost:5173"
+  },
+  "app": {
+    "windows": [
+      {
+        "title": "World Monitor",
+        "width": 1440,
+        "height": 900,
+        "minWidth": 1200,
+        "minHeight": 720,
+        "resizable": true,
+        "fullscreen": false
+      }
+    ],
+    "security": {
+      "csp": "default-src 'self'; connect-src 'self' https: http://localhost:5173 http://127.0.0.1:46123 ws: wss: blob: data:; img-src 'self' data: blob: https:; style-src 'self' 'unsafe-inline'; script-src 'self' 'wasm-unsafe-eval' https://www.youtube.com; worker-src 'self' blob:; font-src 'self' data: https:; media-src 'self' data: blob: https:; frame-src 'self' http://127.0.0.1:46123 https://worldmonitor.app https://tech.worldmonitor.app https://www.youtube.com https://www.youtube-nocookie.com;"
+    }
+  },
+  "bundle": {
+    "active": true,
+    "targets": [
+      "app",
+      "dmg",
+      "nsis",
+      "msi"
+    ],
+    "category": "Productivity",
+    "shortDescription": "World Monitor desktop app (supports World and Tech variants)",
+    "longDescription": "World Monitor desktop app for real-time global intelligence. Build with VITE_VARIANT=tech to package Tech Monitor branding and dataset defaults.",
+    "icon": [
+      "icons/32x32.png",
+      "icons/128x128.png",
+      "icons/128x128@2x.png",
+      "icons/icon.icns",
+      "icons/icon.ico"
+    ],
+    "resources": [
+      "../api",
+      "sidecar/local-api-server.mjs",
+      "sidecar/package.json",
+      "../data",
+      "../src/config"
+    ],
+    "windows": {
+      "digestAlgorithm": "sha256",
+      "timestampUrl": "https://timestamp.digicert.com"
+    },
+    "macOS": {
+      "hardenedRuntime": true
+    }
+  }
+}
diff --git a/src-tauri/tauri.tech.conf.json b/src-tauri/tauri.tech.conf.json
new file mode 100644
index 000000000..5feb63503
--- /dev/null
+++ b/src-tauri/tauri.tech.conf.json
@@ -0,0 +1,30 @@
+{
+  "$schema": "https://schema.tauri.app/config/2",
+  "productName": "Tech Monitor",
+  "mainBinaryName": "tech-monitor",
+  "identifier": "app.worldmonitor.tech.desktop",
+  "app": {
+    "windows": [
+      {
+        "title": "Tech Monitor"
+      }
+    ]
+  },
+  "bundle": {
+    "shortDescription": "Tech Monitor desktop app",
+    "longDescription": "Tech Monitor desktop app for real-time AI and technology intelligence.",
+    "targets": [
+      "app",
+      "dmg",
+      "nsis",
+      "msi"
+    ],
+    "macOS": {
+      "hardenedRuntime": true
+    },
+    "windows": {
+      "digestAlgorithm": "sha256",
+      "timestampUrl": "https://timestamp.digicert.com"
+    }
+  }
+}
diff --git a/src/App.ts b/src/App.ts
index c67a81595..d793f6776 100644
--- a/src/App.ts
+++ b/src/App.ts
@@ -1,4 +1,4 @@
-import type { NewsItem, Monitor, PanelConfig, MapLayers, RelatedAsset } from '@/types';
+import type { NewsItem, Monitor, PanelConfig, MapLayers, RelatedAsset, InternetOutage, SocialUnrestEvent, MilitaryFlight, MilitaryVessel, MilitaryFlightCluster, MilitaryVesselCluster, CyberThreat } from '@/types';
 import {
   FEEDS,
   INTEL_SOURCES,
@@ -8,13 +8,40 @@ import {
   REFRESH_INTERVALS,
   DEFAULT_PANELS,
   DEFAULT_MAP_LAYERS,
+  MOBILE_DEFAULT_MAP_LAYERS,
   STORAGE_KEYS,
+  SITE_VARIANT,
 } from '@/config';
-import { fetchCategoryFeeds, fetchMultipleStocks, fetchCrypto, fetchPredictions, fetchEarthquakes, fetchWeatherAlerts, fetchFredData, fetchInternetOutages, fetchAisSignals, initAisStream, getAisStatus, fetchCableActivity, fetchProtestEvents, getProtestStatus, initDB, updateBaseline, calculateDeviation, analyzeCorrelations, clusterNews, addToSignalHistory, saveSnapshot, cleanOldSnapshots } from '@/services';
-import { buildMapUrl, debounce, loadFromStorage, parseMapUrlState, saveToStorage, ExportPanel } from '@/utils';
+import { fetchCategoryFeeds, fetchMultipleStocks, fetchCrypto, fetchPredictions, fetchEarthquakes, fetchWeatherAlerts, fetchFredData, fetchInternetOutages, isOutagesConfigured, fetchAisSignals, initAisStream, getAisStatus, disconnectAisStream, isAisConfigured, fetchCableActivity, fetchProtestEvents, getProtestStatus, fetchFlightDelays, fetchMilitaryFlights, fetchMilitaryVessels, initMilitaryVesselStream, isMilitaryVesselTrackingConfigured, initDB, updateBaseline, calculateDeviation, addToSignalHistory, saveSnapshot, cleanOldSnapshots, analysisWorker, fetchPizzIntStatus, fetchGdeltTensions, fetchNaturalEvents, fetchRecentAwards, fetchOilAnalytics, fetchCyberThreats, drainTrendingSignals } from '@/services';
+import { fetchCountryMarkets } from '@/services/polymarket';
+import { mlWorker } from '@/services/ml-worker';
+import { clusterNewsHybrid } from '@/services/clustering';
+import { ingestProtests, ingestFlights, ingestVessels, ingestEarthquakes, detectGeoConvergence, geoConvergenceToSignal } from '@/services/geo-convergence';
+import { signalAggregator } from '@/services/signal-aggregator';
+import { updateAndCheck } from '@/services/temporal-baseline';
+import { fetchAllFires, flattenFires, computeRegionStats } from '@/services/firms-satellite';
+import { SatelliteFiresPanel } from '@/components/SatelliteFiresPanel';
+import { analyzeFlightsForSurge, surgeAlertToSignal, detectForeignMilitaryPresence, foreignPresenceToSignal, type TheaterPostureSummary } from '@/services/military-surge';
+import { fetchCachedTheaterPosture } from '@/services/cached-theater-posture';
+import { ingestProtestsForCII, ingestMilitaryForCII, ingestNewsForCII, ingestOutagesForCII, ingestConflictsForCII, ingestUcdpForCII, ingestHapiForCII, ingestDisplacementForCII, ingestClimateForCII, startLearning, isInLearningMode, calculateCII, getCountryData, TIER1_COUNTRIES } from '@/services/country-instability';
+import { dataFreshness, type DataSourceId } from '@/services/data-freshness';
+import { fetchConflictEvents } from '@/services/conflicts';
+import { fetchUcdpClassifications } from '@/services/ucdp';
+import { fetchHapiSummary } from '@/services/hapi';
+import { fetchUcdpEvents, deduplicateAgainstAcled } from '@/services/ucdp-events';
+import { fetchUnhcrPopulation } from '@/services/unhcr';
+import { fetchClimateAnomalies } from '@/services/climate';
+import { enrichEventsWithExposure } from '@/services/population-exposure';
+import { buildMapUrl, debounce, loadFromStorage, parseMapUrlState, saveToStorage, ExportPanel, getCircuitBreakerCooldownInfo, isMobileDevice } from '@/utils';
+import { reverseGeocode } from '@/utils/reverse-geocode';
+import { CountryBriefPage } from '@/components/CountryBriefPage';
+import { maybeShowDownloadBanner } from '@/components/DownloadBanner';
+import { CountryTimeline, type TimelineEvent } from '@/components/CountryTimeline';
+import { escapeHtml } from '@/utils/sanitize';
 import type { ParsedMapUrlState } from '@/utils';
 import {
-  MapComponent,
+  MapContainer,
+  type MapView,
   NewsPanel,
   MarketPanel,
   HeatmapPanel,
@@ -28,17 +55,68 @@ import {
   StatusPanel,
   EconomicPanel,
   SearchModal,
+  MobileWarningModal,
+  PizzIntIndicator,
+  GdeltIntelPanel,
+  LiveNewsPanel,
+  CIIPanel,
+  CascadePanel,
+  StrategicRiskPanel,
+  StrategicPosturePanel,
+  IntelligenceGapBadge,
+  TechEventsPanel,
+  ServiceStatusPanel,
+  RuntimeConfigPanel,
+  InsightsPanel,
+  TechReadinessPanel,
+  MacroSignalsPanel,
+  ETFFlowsPanel,
+  StablecoinPanel,
+  UcdpEventsPanel,
+  DisplacementPanel,
+  ClimateAnomalyPanel,
+  PopulationExposurePanel,
 } from '@/components';
 import type { SearchResult } from '@/components/SearchModal';
+import { collectStoryData } from '@/services/story-data';
+import { renderStoryToCanvas } from '@/services/story-renderer';
+import { openStoryModal } from '@/components/StoryModal';
 import { INTEL_HOTSPOTS, CONFLICT_ZONES, MILITARY_BASES, UNDERSEA_CABLES, NUCLEAR_FACILITIES } from '@/config/geo';
 import { PIPELINES } from '@/config/pipelines';
 import { AI_DATA_CENTERS } from '@/config/ai-datacenters';
 import { GAMMA_IRRADIATORS } from '@/config/irradiators';
+import { TECH_COMPANIES } from '@/config/tech-companies';
+import { AI_RESEARCH_LABS } from '@/config/ai-research-labs';
+import { STARTUP_ECOSYSTEMS } from '@/config/startup-ecosystems';
+import { TECH_HQS, ACCELERATORS } from '@/config/tech-geo';
+import { isDesktopRuntime } from '@/services/runtime';
+import { getCountryAtCoordinates, hasCountryGeometry, isCoordinateInCountry, preloadCountryGeometry } from '@/services/country-geometry';
+
 import type { PredictionMarket, MarketData, ClusteredEvent } from '@/types';
 
+type IntlDisplayNamesCtor = new (
+  locales: string | string[],
+  options: { type: 'region' }
+) => { of: (code: string) => string | undefined };
+
+const CYBER_LAYER_ENABLED = import.meta.env.VITE_ENABLE_CYBER_LAYER === 'true';
+
+export interface CountryBriefSignals {
+  protests: number;
+  militaryFlights: number;
+  militaryVessels: number;
+  outages: number;
+  earthquakes: number;
+  displacementOutflow: number;
+  climateStress: number;
+  conflictEvents: number;
+  isTier1: boolean;
+}
+
 export class App {
   private container: HTMLElement;
-  private map: MapComponent | null = null;
+  private readonly PANEL_ORDER_KEY = 'panel-order';
+  private map: MapContainer | null = null;
   private panels: Record<string, Panel> = {};
   private newsPanels: Record<string, NewsPanel> = {};
   private allNews: NewsItem[] = [];
@@ -49,47 +127,274 @@ export class App {
   private playbackControl: PlaybackControl | null = null;
   private statusPanel: StatusPanel | null = null;
   private exportPanel: ExportPanel | null = null;
-  private economicPanel: EconomicPanel | null = null;
   private searchModal: SearchModal | null = null;
+  private mobileWarningModal: MobileWarningModal | null = null;
+  private pizzintIndicator: PizzIntIndicator | null = null;
   private latestPredictions: PredictionMarket[] = [];
   private latestMarkets: MarketData[] = [];
   private latestClusters: ClusteredEvent[] = [];
   private isPlaybackMode = false;
   private initialUrlState: ParsedMapUrlState | null = null;
+  private inFlight: Set<string> = new Set();
+  private isMobile: boolean;
+  private seenGeoAlerts: Set<string> = new Set();
+  private timeIntervalId: ReturnType<typeof setInterval> | null = null;
+  private snapshotIntervalId: ReturnType<typeof setInterval> | null = null;
+  private refreshTimeoutIds: Map<string, ReturnType<typeof setTimeout>> = new Map();
+  private isDestroyed = false;
+  private boundKeydownHandler: ((e: KeyboardEvent) => void) | null = null;
+  private boundFullscreenHandler: (() => void) | null = null;
+  private boundResizeHandler: (() => void) | null = null;
+  private boundVisibilityHandler: (() => void) | null = null;
+  private idleTimeoutId: ReturnType<typeof setTimeout> | null = null;
+  private boundIdleResetHandler: (() => void) | null = null;
+  private isIdle = false;
+  private readonly IDLE_PAUSE_MS = 2 * 60 * 1000; // 2 minutes - pause animations when idle
+  private disabledSources: Set<string> = new Set();
+  private mapFlashCache: Map<string, number> = new Map();
+  private readonly MAP_FLASH_COOLDOWN_MS = 10 * 60 * 1000;
+  private initialLoadComplete = false;
+  private criticalBannerEl: HTMLElement | null = null;
+  private countryBriefPage: CountryBriefPage | null = null;
+  private countryTimeline: CountryTimeline | null = null;
+  private pendingDeepLinkCountry: string | null = null;
+  private briefRequestToken = 0;
+  private readonly isDesktopApp = isDesktopRuntime();
 
   constructor(containerId: string) {
     const el = document.getElementById(containerId);
     if (!el) throw new Error(`Container ${containerId} not found`);
     this.container = el;
 
+    this.isMobile = isMobileDevice();
     this.monitors = loadFromStorage<Monitor[]>(STORAGE_KEYS.monitors, []);
-    this.panelSettings = loadFromStorage<Record<string, PanelConfig>>(
-      STORAGE_KEYS.panels,
-      DEFAULT_PANELS
-    );
-    this.mapLayers = loadFromStorage<MapLayers>(STORAGE_KEYS.mapLayers, DEFAULT_MAP_LAYERS);
+
+    // Use mobile-specific defaults on first load (no saved layers)
+    const defaultLayers = this.isMobile ? MOBILE_DEFAULT_MAP_LAYERS : DEFAULT_MAP_LAYERS;
+
+    // Check if variant changed - reset all settings to variant defaults
+    const storedVariant = localStorage.getItem('worldmonitor-variant');
+    const currentVariant = SITE_VARIANT;
+    console.log(`[App] Variant check: stored="${storedVariant}", current="${currentVariant}"`);
+    if (storedVariant !== currentVariant) {
+      // Variant changed - use defaults for new variant, clear old settings
+      console.log('[App] Variant changed - resetting to defaults');
+      localStorage.setItem('worldmonitor-variant', currentVariant);
+      localStorage.removeItem(STORAGE_KEYS.mapLayers);
+      localStorage.removeItem(STORAGE_KEYS.panels);
+      localStorage.removeItem(this.PANEL_ORDER_KEY);
+      this.mapLayers = { ...defaultLayers };
+      this.panelSettings = { ...DEFAULT_PANELS };
+    } else {
+      this.mapLayers = loadFromStorage<MapLayers>(STORAGE_KEYS.mapLayers, defaultLayers);
+      this.panelSettings = loadFromStorage<Record<string, PanelConfig>>(
+        STORAGE_KEYS.panels,
+        DEFAULT_PANELS
+      );
+      console.log('[App] Loaded panel settings from storage:', Object.entries(this.panelSettings).filter(([_, v]) => !v.enabled).map(([k]) => k));
+
+      // One-time migration: reorder panels for existing users (v1.9 panel layout)
+      // Puts live-news, insights, strategic-posture, cii, strategic-risk at the top
+      const PANEL_ORDER_MIGRATION_KEY = 'worldmonitor-panel-order-v1.9';
+      if (!localStorage.getItem(PANEL_ORDER_MIGRATION_KEY)) {
+        const savedOrder = localStorage.getItem(this.PANEL_ORDER_KEY);
+        if (savedOrder) {
+          try {
+            const order: string[] = JSON.parse(savedOrder);
+            // Priority panels that should be at the top (after live-news which is handled separately)
+            const priorityPanels = ['insights', 'strategic-posture', 'cii', 'strategic-risk'];
+            // Remove priority panels from their current positions
+            const filtered = order.filter(k => !priorityPanels.includes(k) && k !== 'live-news');
+            // Find live-news position (should be first, but just in case)
+            const liveNewsIdx = order.indexOf('live-news');
+            // Build new order: live-news first, then priority panels, then rest
+            const newOrder = liveNewsIdx !== -1 ? ['live-news'] : [];
+            newOrder.push(...priorityPanels.filter(p => order.includes(p)));
+            newOrder.push(...filtered);
+            localStorage.setItem(this.PANEL_ORDER_KEY, JSON.stringify(newOrder));
+            console.log('[App] Migrated panel order to v1.8 layout');
+          } catch {
+            // Invalid saved order, will use defaults
+          }
+        }
+        localStorage.setItem(PANEL_ORDER_MIGRATION_KEY, 'done');
+      }
+
+      // Tech variant migration: move insights to top (after live-news)
+      if (currentVariant === 'tech') {
+        const TECH_INSIGHTS_MIGRATION_KEY = 'worldmonitor-tech-insights-top-v1';
+        if (!localStorage.getItem(TECH_INSIGHTS_MIGRATION_KEY)) {
+          const savedOrder = localStorage.getItem(this.PANEL_ORDER_KEY);
+          if (savedOrder) {
+            try {
+              const order: string[] = JSON.parse(savedOrder);
+              // Remove insights from current position
+              const filtered = order.filter(k => k !== 'insights' && k !== 'live-news');
+              // Build new order: live-news, insights, then rest
+              const newOrder: string[] = [];
+              if (order.includes('live-news')) newOrder.push('live-news');
+              if (order.includes('insights')) newOrder.push('insights');
+              newOrder.push(...filtered);
+              localStorage.setItem(this.PANEL_ORDER_KEY, JSON.stringify(newOrder));
+              console.log('[App] Tech variant: Migrated insights panel to top');
+            } catch {
+              // Invalid saved order, will use defaults
+            }
+          }
+          localStorage.setItem(TECH_INSIGHTS_MIGRATION_KEY, 'done');
+        }
+      }
+    }
+
+    // Desktop key management panel must always remain accessible in Tauri.
+    if (this.isDesktopApp) {
+      const runtimePanel = this.panelSettings['runtime-config'] ?? {
+        name: 'Desktop Configuration',
+        enabled: true,
+        priority: 2,
+      };
+      runtimePanel.enabled = true;
+      this.panelSettings['runtime-config'] = runtimePanel;
+      saveToStorage(STORAGE_KEYS.panels, this.panelSettings);
+    }
+
     this.initialUrlState = parseMapUrlState(window.location.search, this.mapLayers);
     if (this.initialUrlState.layers) {
+      // For tech variant, filter out geopolitical layers from URL
+      if (currentVariant === 'tech') {
+        const geoLayers: (keyof MapLayers)[] = ['conflicts', 'bases', 'hotspots', 'nuclear', 'irradiators', 'sanctions', 'military', 'protests', 'pipelines', 'waterways', 'ais', 'flights', 'spaceports', 'minerals'];
+        const urlLayers = this.initialUrlState.layers;
+        geoLayers.forEach(layer => {
+          urlLayers[layer] = false;
+        });
+      }
       this.mapLayers = this.initialUrlState.layers;
     }
+    if (!CYBER_LAYER_ENABLED) {
+      this.mapLayers.cyberThreats = false;
+    }
+    this.disabledSources = new Set(loadFromStorage<string[]>(STORAGE_KEYS.disabledFeeds, []));
   }
 
   public async init(): Promise<void> {
     await initDB();
-    initAisStream(); // Connect to aisstream.io for live vessel tracking
+
+    // Initialize ML worker (desktop only - automatically disabled on mobile)
+    await mlWorker.init();
+
+    // Check AIS configuration before init
+    if (!isAisConfigured()) {
+      this.mapLayers.ais = false;
+    } else if (this.mapLayers.ais) {
+      initAisStream();
+    }
+
     this.renderLayout();
     this.signalModal = new SignalModal();
+    this.signalModal.setLocationClickHandler((lat, lon) => {
+      this.map?.setCenter(lat, lon, 4);
+    });
+    const findingsBadge = new IntelligenceGapBadge();
+    findingsBadge.setOnSignalClick((signal) => {
+      if (this.countryBriefPage?.isVisible()) return;
+      this.signalModal?.showSignal(signal);
+    });
+    findingsBadge.setOnAlertClick((alert) => {
+      if (this.countryBriefPage?.isVisible()) return;
+      this.signalModal?.showAlert(alert);
+    });
+    this.setupMobileWarning();
     this.setupPlaybackControl();
     this.setupStatusPanel();
+    this.setupPizzIntIndicator();
     this.setupExportPanel();
-    this.setupEconomicPanel();
     this.setupSearchModal();
+    this.setupMapLayerHandlers();
+    this.setupCountryIntel();
     this.setupEventListeners();
+    // Capture ?country= BEFORE URL sync overwrites it
+    const initState = parseMapUrlState(window.location.search, this.mapLayers);
+    this.pendingDeepLinkCountry = initState.country ?? null;
     this.setupUrlStateSync();
+    this.syncDataFreshnessWithLayers();
+    await preloadCountryGeometry();
     await this.loadAllData();
+
+    // Start CII learning mode after first data load
+    startLearning();
+
+    // Hide unconfigured layers after first data load
+    if (!isAisConfigured()) {
+      this.map?.hideLayerToggle('ais');
+    }
+    if (isOutagesConfigured() === false) {
+      this.map?.hideLayerToggle('outages');
+    }
+    if (!CYBER_LAYER_ENABLED) {
+      this.map?.hideLayerToggle('cyberThreats');
+    }
+
     this.setupRefreshIntervals();
     this.setupSnapshotSaving();
     cleanOldSnapshots();
+
+    // Handle deep links for story sharing
+    this.handleDeepLinks();
+  }
+
+  private handleDeepLinks(): void {
+    const url = new URL(window.location.href);
+
+    // Check for story deep link: /story?c=UA&t=ciianalysis
+    if (url.pathname === '/story' || url.searchParams.has('c')) {
+      const countryCode = url.searchParams.get('c');
+      if (countryCode) {
+        const countryNames: Record<string, string> = {
+          UA: 'Ukraine', RU: 'Russia', CN: 'China', US: 'United States',
+          IR: 'Iran', IL: 'Israel', TW: 'Taiwan', KP: 'North Korea',
+          SA: 'Saudi Arabia', TR: 'Turkey', PL: 'Poland', DE: 'Germany',
+          FR: 'France', GB: 'United Kingdom', IN: 'India', PK: 'Pakistan',
+          SY: 'Syria', YE: 'Yemen', MM: 'Myanmar', VE: 'Venezuela',
+        };
+        const countryName = countryNames[countryCode.toUpperCase()] || countryCode;
+
+        // Wait for data to load, then open story
+        const checkAndOpen = () => {
+          if (dataFreshness.hasSufficientData() && this.latestClusters.length > 0) {
+            this.openCountryStory(countryCode.toUpperCase(), countryName);
+          } else {
+            setTimeout(checkAndOpen, 500);
+          }
+        };
+        setTimeout(checkAndOpen, 2000);
+
+        // Update URL without reload
+        history.replaceState(null, '', '/');
+        return;
+      }
+    }
+
+    // Check for country brief deep link: ?country=UA (captured before URL sync)
+    const deepLinkCountry = this.pendingDeepLinkCountry;
+    this.pendingDeepLinkCountry = null;
+    if (deepLinkCountry) {
+      const cName = App.resolveCountryName(deepLinkCountry);
+      const checkAndOpenBrief = () => {
+        if (dataFreshness.hasSufficientData()) {
+          this.openCountryBriefByCode(deepLinkCountry, cName);
+        } else {
+          setTimeout(checkAndOpenBrief, 500);
+        }
+      };
+      setTimeout(checkAndOpenBrief, 2000);
+    }
+  }
+
+  private setupMobileWarning(): void {
+    if (MobileWarningModal.shouldShow()) {
+      this.mobileWarningModal = new MobileWarningModal();
+      this.mobileWarningModal.show();
+    }
   }
 
   private setupStatusPanel(): void {
@@ -100,6 +405,42 @@ export class App {
     }
   }
 
+  private setupPizzIntIndicator(): void {
+    // Skip DEFCON indicator for tech/startup variant
+    if (SITE_VARIANT === 'tech') return;
+
+    this.pizzintIndicator = new PizzIntIndicator();
+    const headerLeft = this.container.querySelector('.header-left');
+    if (headerLeft) {
+      headerLeft.appendChild(this.pizzintIndicator.getElement());
+    }
+  }
+
+  private async loadPizzInt(): Promise<void> {
+    try {
+      const [status, tensions] = await Promise.all([
+        fetchPizzIntStatus(),
+        fetchGdeltTensions()
+      ]);
+
+      // Hide indicator if no valid data (API returned default/empty)
+      if (status.locationsMonitored === 0) {
+        this.pizzintIndicator?.hide();
+        this.statusPanel?.updateApi('PizzINT', { status: 'error' });
+        return;
+      }
+
+      this.pizzintIndicator?.show();
+      this.pizzintIndicator?.updateStatus(status);
+      this.pizzintIndicator?.updateTensions(tensions);
+      this.statusPanel?.updateApi('PizzINT', { status: 'ok' });
+    } catch (error) {
+      console.error('[App] PizzINT load failed:', error);
+      this.pizzintIndicator?.hide();
+      this.statusPanel?.updateApi('PizzINT', { status: 'error' });
+    }
+  }
+
   private setupExportPanel(): void {
     this.exportPanel = new ExportPanel(() => ({
       news: this.latestClusters.length > 0 ? this.latestClusters : this.allNews,
@@ -114,104 +455,693 @@ export class App {
     }
   }
 
-  private setupEconomicPanel(): void {
-    const economicContainer = document.createElement('div');
-    economicContainer.className = 'economic-panel-container';
-    economicContainer.id = 'economicPanel';
-    this.economicPanel = new EconomicPanel(economicContainer);
+  private syncDataFreshnessWithLayers(): void {
+    // Map layer toggles to data source IDs
+    const layerToSource: Partial<Record<keyof MapLayers, DataSourceId[]>> = {
+      military: ['opensky', 'wingbits'],
+      ais: ['ais'],
+      natural: ['usgs'],
+      weather: ['weather'],
+      outages: ['outages'],
+      cyberThreats: ['cyber_threats'],
+      protests: ['acled'],
+      ucdpEvents: ['ucdp_events'],
+      displacement: ['unhcr'],
+      climate: ['climate'],
+    };
 
-    // Apply initial visibility from layer settings
-    if (!this.mapLayers.economic) {
-      economicContainer.classList.add('hidden');
+    for (const [layer, sourceIds] of Object.entries(layerToSource)) {
+      const enabled = this.mapLayers[layer as keyof MapLayers] ?? false;
+      for (const sourceId of sourceIds) {
+        dataFreshness.setEnabled(sourceId as DataSourceId, enabled);
+      }
     }
 
-    const main = this.container.querySelector('.main');
-    if (main) {
-      main.appendChild(economicContainer);
+    // Mark sources as disabled if not configured
+    if (!isAisConfigured()) {
+      dataFreshness.setEnabled('ais', false);
     }
+    if (isOutagesConfigured() === false) {
+      dataFreshness.setEnabled('outages', false);
+    }
+  }
 
-    // Listen for layer toggle changes
+  private setupMapLayerHandlers(): void {
     this.map?.setOnLayerChange((layer, enabled) => {
-      if (layer === 'economic') {
-        economicContainer.classList.toggle('hidden', !enabled);
-      }
+      console.log(`[App.onLayerChange] ${layer}: ${enabled}`);
       // Save layer settings
       this.mapLayers[layer] = enabled;
       saveToStorage(STORAGE_KEYS.mapLayers, this.mapLayers);
+
+      // Sync data freshness tracker
+      const layerToSource: Partial<Record<keyof MapLayers, DataSourceId[]>> = {
+        military: ['opensky', 'wingbits'],
+        ais: ['ais'],
+        natural: ['usgs'],
+        weather: ['weather'],
+        outages: ['outages'],
+        cyberThreats: ['cyber_threats'],
+        protests: ['acled'],
+        ucdpEvents: ['ucdp_events'],
+        displacement: ['unhcr'],
+        climate: ['climate'],
+      };
+      const sourceIds = layerToSource[layer];
+      if (sourceIds) {
+        for (const sourceId of sourceIds) {
+          dataFreshness.setEnabled(sourceId, enabled);
+        }
+      }
+
+      // Handle AIS WebSocket connection
+      if (layer === 'ais') {
+        if (enabled) {
+          this.map?.setLayerLoading('ais', true);
+          initAisStream();
+          this.waitForAisData();
+        } else {
+          disconnectAisStream();
+        }
+        return;
+      }
+
+      // Load data when layer is enabled (if not already loaded)
+      if (enabled) {
+        this.loadDataForLayer(layer);
+      }
     });
   }
 
+  private setupCountryIntel(): void {
+    if (!this.map) return;
+    this.countryBriefPage = new CountryBriefPage();
+    this.countryBriefPage.setShareStoryHandler((code, name) => {
+      this.countryBriefPage?.hide();
+      this.openCountryStory(code, name);
+    });
+    this.countryBriefPage.setExportImageHandler(async (code, name) => {
+      try {
+        const signals = this.getCountrySignals(code, name);
+        const cluster = signalAggregator.getCountryClusters().find(c => c.country === code);
+        const regional = signalAggregator.getRegionalConvergence().filter(r => r.countries.includes(code));
+        const convergence = cluster ? {
+          score: cluster.convergenceScore,
+          signalTypes: [...cluster.signalTypes],
+          regionalDescriptions: regional.map(r => r.description),
+        } : null;
+        const posturePanel = this.panels['strategic-posture'] as import('@/components/StrategicPosturePanel').StrategicPosturePanel | undefined;
+        const postures = posturePanel?.getPostures() || [];
+        const data = collectStoryData(code, name, this.latestClusters, postures, this.latestPredictions, signals, convergence);
+        const canvas = await renderStoryToCanvas(data);
+        const dataUrl = canvas.toDataURL('image/png');
+        const a = document.createElement('a');
+        a.href = dataUrl;
+        a.download = `country-brief-${code.toLowerCase()}-${Date.now()}.png`;
+        a.click();
+      } catch (err) {
+        console.error('[CountryBrief] Image export failed:', err);
+      }
+    });
+
+    this.map.onCountryClicked(async (countryClick) => {
+      if (countryClick.code && countryClick.name) {
+        this.openCountryBriefByCode(countryClick.code, countryClick.name);
+      } else {
+        this.openCountryBrief(countryClick.lat, countryClick.lon);
+      }
+    });
+
+    this.countryBriefPage.onClose(() => {
+      this.briefRequestToken++; // invalidate any in-flight reverse-geocode
+      this.map?.clearCountryHighlight();
+      this.map?.setRenderPaused(false);
+      this.countryTimeline?.destroy();
+      this.countryTimeline = null;
+      // Force URL rewrite to drop ?country= immediately
+      const shareUrl = this.getShareUrl();
+      if (shareUrl) history.replaceState(null, '', shareUrl);
+    });
+  }
+
+  public async openCountryBrief(lat: number, lon: number): Promise<void> {
+    if (!this.countryBriefPage) return;
+    const token = ++this.briefRequestToken;
+    this.countryBriefPage.showLoading();
+    this.map?.setRenderPaused(true);
+
+    const localGeo = getCountryAtCoordinates(lat, lon);
+    if (localGeo) {
+      if (token !== this.briefRequestToken) return; // superseded by newer click
+      this.openCountryBriefByCode(localGeo.code, localGeo.name);
+      return;
+    }
+
+    const geo = await reverseGeocode(lat, lon);
+    if (token !== this.briefRequestToken) return; // superseded by newer click
+    if (!geo) {
+      this.countryBriefPage.hide();
+      this.map?.setRenderPaused(false);
+      return;
+    }
+
+    this.openCountryBriefByCode(geo.code, geo.country);
+  }
+
+  public async openCountryBriefByCode(code: string, country: string): Promise<void> {
+    if (!this.countryBriefPage) return;
+    this.map?.setRenderPaused(true);
+
+    // Normalize to canonical name (GeoJSON may use "United States of America" etc.)
+    const canonicalName = TIER1_COUNTRIES[code] || App.resolveCountryName(code);
+    if (canonicalName !== code) country = canonicalName;
+
+    const scores = calculateCII();
+    const score = scores.find((s) => s.code === code) ?? null;
+    const signals = this.getCountrySignals(code, country);
+
+    this.countryBriefPage.show(country, code, score, signals);
+    this.map?.highlightCountry(code);
+
+    // Force URL to include ?country= immediately
+    const shareUrl = this.getShareUrl();
+    if (shareUrl) history.replaceState(null, '', shareUrl);
+
+    const stockPromise = fetch(`/api/stock-index?code=${encodeURIComponent(code)}`)
+      .then((r) => r.json())
+      .catch(() => ({ available: false }));
+
+    stockPromise.then((stock) => {
+      if (this.countryBriefPage?.getCode() === code) this.countryBriefPage.updateStock(stock);
+    });
+
+    fetchCountryMarkets(country)
+      .then((markets) => {
+        if (this.countryBriefPage?.getCode() === code) this.countryBriefPage.updateMarkets(markets);
+      })
+      .catch(() => {
+        if (this.countryBriefPage?.getCode() === code) this.countryBriefPage.updateMarkets([]);
+      });
+
+    // Pass evidence headlines
+    const searchTerms = App.getCountrySearchTerms(country, code);
+    const otherCountryTerms = App.getOtherCountryTerms(code);
+    const matchingNews = this.allNews.filter((n) => {
+      const t = n.title.toLowerCase();
+      return searchTerms.some((term) => t.includes(term));
+    });
+    const filteredNews = matchingNews.filter((n) => {
+      const t = n.title.toLowerCase();
+      const ourPos = App.firstMentionPosition(t, searchTerms);
+      const otherPos = App.firstMentionPosition(t, otherCountryTerms);
+      return ourPos !== Infinity && (otherPos === Infinity || ourPos <= otherPos);
+    });
+    if (filteredNews.length > 0) {
+      this.countryBriefPage.updateNews(filteredNews.slice(0, 8));
+    }
+
+    // Infrastructure exposure
+    this.countryBriefPage.updateInfrastructure(code);
+
+    // Timeline
+    this.mountCountryTimeline(code, country);
+
+    try {
+      const context: Record<string, unknown> = {};
+      if (score) {
+        context.score = score.score;
+        context.level = score.level;
+        context.trend = score.trend;
+        context.components = score.components;
+        context.change24h = score.change24h;
+      }
+      Object.assign(context, signals);
+
+      const countryCluster = signalAggregator.getCountryClusters().find((c) => c.country === code);
+      if (countryCluster) {
+        context.convergenceScore = countryCluster.convergenceScore;
+        context.signalTypes = [...countryCluster.signalTypes];
+      }
+
+      const convergences = signalAggregator.getRegionalConvergence()
+        .filter((r) => r.countries.includes(code));
+      if (convergences.length) {
+        context.regionalConvergence = convergences.map((r) => r.description);
+      }
+
+      const headlines = filteredNews.slice(0, 15).map((n) => n.title);
+      if (headlines.length) context.headlines = headlines;
+
+      const stockData = await stockPromise;
+      if (stockData.available) {
+        const pct = parseFloat(stockData.weekChangePercent);
+        context.stockIndex = `${stockData.indexName}: ${stockData.price} (${pct >= 0 ? '+' : ''}${stockData.weekChangePercent}% week)`;
+      }
+
+      let data: Record<string, unknown> | null = null;
+      try {
+        const res = await fetch('/api/country-intel', {
+          method: 'POST',
+          headers: { 'Content-Type': 'application/json' },
+          body: JSON.stringify({ country, code, context }),
+        });
+        data = await res.json();
+      } catch { /* server unreachable */ }
+
+      if (data && data.brief && !data.skipped) {
+        this.countryBriefPage!.updateBrief({ ...data, code } as Parameters<typeof this.countryBriefPage.updateBrief>[0]);
+      } else {
+        const briefHeadlines = (context.headlines as string[] | undefined) || [];
+        let fallbackBrief = '';
+        if (briefHeadlines.length >= 2 && mlWorker.isAvailable) {
+          try {
+            const prompt = `Summarize the current situation in ${country} based on these headlines: ${briefHeadlines.slice(0, 8).join('. ')}`;
+            const [summary] = await mlWorker.summarize([prompt]);
+            if (summary && summary.length > 20) fallbackBrief = summary;
+          } catch { /* T5 failed */ }
+        }
+
+        if (fallbackBrief) {
+          this.countryBriefPage!.updateBrief({ brief: fallbackBrief, country, code, fallback: true });
+        } else {
+          const lines: string[] = [];
+          if (score) lines.push(`**Instability Index: ${score.score}/100** (${score.level}, ${score.trend})`);
+          if (signals.protests > 0) lines.push(`${signals.protests} active protests detected`);
+          if (signals.militaryFlights > 0) lines.push(`${signals.militaryFlights} military aircraft tracked`);
+          if (signals.militaryVessels > 0) lines.push(`${signals.militaryVessels} military vessels tracked`);
+          if (signals.outages > 0) lines.push(`${signals.outages} internet outages`);
+          if (signals.earthquakes > 0) lines.push(`${signals.earthquakes} recent earthquakes`);
+          if (context.stockIndex) lines.push(`Stock index: ${context.stockIndex}`);
+          if (briefHeadlines.length > 0) {
+            lines.push('', '**Recent headlines:**');
+            briefHeadlines.slice(0, 5).forEach(h => lines.push(`• ${h}`));
+          }
+          if (lines.length > 0) {
+            this.countryBriefPage!.updateBrief({ brief: lines.join('\n'), country, code, fallback: true });
+          } else {
+            this.countryBriefPage!.updateBrief({ brief: '', country, code, error: 'No AI service available. Configure GROQ_API_KEY in Settings for full briefs.' });
+          }
+        }
+      }
+    } catch (err) {
+      console.error('[CountryBrief] fetch error:', err);
+      this.countryBriefPage!.updateBrief({ brief: '', country, code, error: 'Failed to generate brief' });
+    }
+  }
+
+  private mountCountryTimeline(code: string, country: string): void {
+    this.countryTimeline?.destroy();
+    this.countryTimeline = null;
+
+    const mount = this.countryBriefPage?.getTimelineMount();
+    if (!mount) return;
+
+    const events: TimelineEvent[] = [];
+    const countryLower = country.toLowerCase();
+    const hasGeoShape = hasCountryGeometry(code) || !!App.COUNTRY_BOUNDS[code];
+    const inCountry = (lat: number, lon: number) => hasGeoShape && this.isInCountry(lat, lon, code);
+    const sevenDaysAgo = Date.now() - 7 * 24 * 60 * 60 * 1000;
+
+    if (this.intelligenceCache.protests?.events) {
+      for (const e of this.intelligenceCache.protests.events) {
+        if (e.country?.toLowerCase() === countryLower || inCountry(e.lat, e.lon)) {
+          events.push({
+            timestamp: new Date(e.time).getTime(),
+            lane: 'protest',
+            label: e.title || `${e.eventType} in ${e.city || e.country}`,
+            severity: e.severity === 'high' ? 'high' : e.severity === 'medium' ? 'medium' : 'low',
+          });
+        }
+      }
+    }
+
+    if (this.intelligenceCache.earthquakes) {
+      for (const eq of this.intelligenceCache.earthquakes) {
+        if (inCountry(eq.lat, eq.lon) || eq.place?.toLowerCase().includes(countryLower)) {
+          events.push({
+            timestamp: new Date(eq.time).getTime(),
+            lane: 'natural',
+            label: `M${eq.magnitude.toFixed(1)} ${eq.place}`,
+            severity: eq.magnitude >= 6 ? 'critical' : eq.magnitude >= 5 ? 'high' : eq.magnitude >= 4 ? 'medium' : 'low',
+          });
+        }
+      }
+    }
+
+    if (this.intelligenceCache.military) {
+      for (const f of this.intelligenceCache.military.flights) {
+        if (hasGeoShape ? this.isInCountry(f.lat, f.lon, code) : f.operatorCountry?.toUpperCase() === code) {
+          events.push({
+            timestamp: new Date(f.lastSeen).getTime(),
+            lane: 'military',
+            label: `${f.callsign} (${f.aircraftModel || f.aircraftType})`,
+            severity: f.isInteresting ? 'high' : 'low',
+          });
+        }
+      }
+      for (const v of this.intelligenceCache.military.vessels) {
+        if (hasGeoShape ? this.isInCountry(v.lat, v.lon, code) : v.operatorCountry?.toUpperCase() === code) {
+          events.push({
+            timestamp: new Date(v.lastAisUpdate).getTime(),
+            lane: 'military',
+            label: `${v.name} (${v.vesselType})`,
+            severity: v.isDark ? 'high' : 'low',
+          });
+        }
+      }
+    }
+
+    const ciiData = getCountryData(code);
+    if (ciiData?.conflicts) {
+      for (const c of ciiData.conflicts) {
+        events.push({
+          timestamp: new Date(c.time).getTime(),
+          lane: 'conflict',
+          label: `${c.eventType}: ${c.location || c.country}`,
+          severity: c.fatalities > 0 ? 'critical' : 'high',
+        });
+      }
+    }
+
+    this.countryTimeline = new CountryTimeline(mount);
+    this.countryTimeline.render(events.filter(e => e.timestamp >= sevenDaysAgo));
+  }
+
+  private static COUNTRY_BOUNDS: Record<string, { n: number; s: number; e: number; w: number }> = {
+    IR: { n: 40, s: 25, e: 63, w: 44 }, IL: { n: 33.3, s: 29.5, e: 35.9, w: 34.3 },
+    SA: { n: 32, s: 16, e: 55, w: 35 }, AE: { n: 26.1, s: 22.6, e: 56.4, w: 51.6 },
+    IQ: { n: 37.4, s: 29.1, e: 48.6, w: 38.8 }, SY: { n: 37.3, s: 32.3, e: 42.4, w: 35.7 },
+    YE: { n: 19, s: 12, e: 54.5, w: 42 }, LB: { n: 34.7, s: 33.1, e: 36.6, w: 35.1 },
+    CN: { n: 53.6, s: 18.2, e: 134.8, w: 73.5 }, TW: { n: 25.3, s: 21.9, e: 122, w: 120 },
+    JP: { n: 45.5, s: 24.2, e: 153.9, w: 122.9 }, KR: { n: 38.6, s: 33.1, e: 131.9, w: 124.6 },
+    KP: { n: 43.0, s: 37.7, e: 130.7, w: 124.2 }, IN: { n: 35.5, s: 6.7, e: 97.4, w: 68.2 },
+    PK: { n: 37, s: 24, e: 77, w: 61 }, AF: { n: 38.5, s: 29.4, e: 74.9, w: 60.5 },
+    UA: { n: 52.4, s: 44.4, e: 40.2, w: 22.1 }, RU: { n: 82, s: 41.2, e: 180, w: 19.6 },
+    BY: { n: 56.2, s: 51.3, e: 32.8, w: 23.2 }, PL: { n: 54.8, s: 49, e: 24.1, w: 14.1 },
+    EG: { n: 31.7, s: 22, e: 36.9, w: 25 }, LY: { n: 33, s: 19.5, e: 25, w: 9.4 },
+    SD: { n: 22, s: 8.7, e: 38.6, w: 21.8 }, US: { n: 49, s: 24.5, e: -66.9, w: -125 },
+    GB: { n: 58.7, s: 49.9, e: 1.8, w: -8.2 }, DE: { n: 55.1, s: 47.3, e: 15.0, w: 5.9 },
+    FR: { n: 51.1, s: 41.3, e: 9.6, w: -5.1 }, TR: { n: 42.1, s: 36, e: 44.8, w: 26 },
+    BR: { n: 5.3, s: -33.8, e: -34.8, w: -73.9 },
+  };
+
+  private static COUNTRY_ALIASES: Record<string, string[]> = {
+    IL: ['israel', 'israeli', 'gaza', 'hamas', 'hezbollah', 'netanyahu', 'idf', 'west bank', 'tel aviv', 'jerusalem'],
+    IR: ['iran', 'iranian', 'tehran', 'persian', 'irgc', 'khamenei'],
+    RU: ['russia', 'russian', 'moscow', 'kremlin', 'putin', 'ukraine war'],
+    UA: ['ukraine', 'ukrainian', 'kyiv', 'zelensky', 'zelenskyy'],
+    CN: ['china', 'chinese', 'beijing', 'taiwan strait', 'south china sea', 'xi jinping'],
+    TW: ['taiwan', 'taiwanese', 'taipei'],
+    KP: ['north korea', 'pyongyang', 'kim jong'],
+    KR: ['south korea', 'seoul'],
+    SA: ['saudi', 'riyadh', 'mbs'],
+    SY: ['syria', 'syrian', 'damascus', 'assad'],
+    YE: ['yemen', 'houthi', 'sanaa'],
+    IQ: ['iraq', 'iraqi', 'baghdad'],
+    AF: ['afghanistan', 'afghan', 'kabul', 'taliban'],
+    PK: ['pakistan', 'pakistani', 'islamabad'],
+    IN: ['india', 'indian', 'new delhi', 'modi'],
+    EG: ['egypt', 'egyptian', 'cairo', 'suez'],
+    LB: ['lebanon', 'lebanese', 'beirut'],
+    TR: ['turkey', 'turkish', 'ankara', 'erdogan', 'türkiye'],
+    US: ['united states', 'american', 'washington', 'pentagon', 'white house'],
+    GB: ['united kingdom', 'british', 'london', 'uk '],
+    BR: ['brazil', 'brazilian', 'brasilia', 'lula', 'bolsonaro'],
+    AE: ['united arab emirates', 'uae', 'emirati', 'dubai', 'abu dhabi'],
+  };
+
+  private static otherCountryTermsCache: Map<string, string[]> = new Map();
+
+  private static firstMentionPosition(text: string, terms: string[]): number {
+    let earliest = Infinity;
+    for (const term of terms) {
+      const idx = text.indexOf(term);
+      if (idx !== -1 && idx < earliest) earliest = idx;
+    }
+    return earliest;
+  }
+
+  private static getOtherCountryTerms(code: string): string[] {
+    const cached = App.otherCountryTermsCache.get(code);
+    if (cached) return cached;
+
+    const dedup = new Set<string>();
+    Object.entries(App.COUNTRY_ALIASES).forEach(([countryCode, aliases]) => {
+      if (countryCode === code) return;
+      aliases.forEach((alias) => {
+        const normalized = alias.toLowerCase();
+        if (normalized.trim().length > 0) dedup.add(normalized);
+      });
+    });
+
+    const terms = [...dedup];
+    App.otherCountryTermsCache.set(code, terms);
+    return terms;
+  }
+
+  private static resolveCountryName(code: string): string {
+    if (TIER1_COUNTRIES[code]) return TIER1_COUNTRIES[code];
+
+    try {
+      const displayNamesCtor = (Intl as unknown as { DisplayNames?: IntlDisplayNamesCtor }).DisplayNames;
+      if (!displayNamesCtor) return code;
+      const displayNames = new displayNamesCtor(['en'], { type: 'region' });
+      const resolved = displayNames.of(code);
+      if (resolved && resolved.toUpperCase() !== code) return resolved;
+    } catch {
+      // Intl.DisplayNames unavailable in older runtimes.
+    }
+
+    return code;
+  }
+
+  private static getCountrySearchTerms(country: string, code: string): string[] {
+    const aliases = App.COUNTRY_ALIASES[code];
+    if (aliases) return aliases;
+    if (/^[A-Z]{2}$/i.test(country.trim())) return [];
+    return [country.toLowerCase()];
+  }
+
+  private isInCountry(lat: number, lon: number, code: string): boolean {
+    const precise = isCoordinateInCountry(lat, lon, code);
+    if (precise != null) return precise;
+    const b = App.COUNTRY_BOUNDS[code];
+    if (!b) return false;
+    return lat >= b.s && lat <= b.n && lon >= b.w && lon <= b.e;
+  }
+
+  private getCountrySignals(code: string, country: string): CountryBriefSignals {
+    const countryLower = country.toLowerCase();
+    const hasGeoShape = hasCountryGeometry(code) || !!App.COUNTRY_BOUNDS[code];
+
+    let protests = 0;
+    if (this.intelligenceCache.protests?.events) {
+      protests = this.intelligenceCache.protests.events.filter((e) =>
+        e.country?.toLowerCase() === countryLower || (hasGeoShape && this.isInCountry(e.lat, e.lon, code))
+      ).length;
+    }
+
+    let militaryFlights = 0;
+    let militaryVessels = 0;
+    if (this.intelligenceCache.military) {
+      militaryFlights = this.intelligenceCache.military.flights.filter((f) =>
+        hasGeoShape ? this.isInCountry(f.lat, f.lon, code) : f.operatorCountry?.toUpperCase() === code
+      ).length;
+      militaryVessels = this.intelligenceCache.military.vessels.filter((v) =>
+        hasGeoShape ? this.isInCountry(v.lat, v.lon, code) : v.operatorCountry?.toUpperCase() === code
+      ).length;
+    }
+
+    let outages = 0;
+    if (this.intelligenceCache.outages) {
+      outages = this.intelligenceCache.outages.filter((o) =>
+        o.country?.toLowerCase() === countryLower || (hasGeoShape && this.isInCountry(o.lat, o.lon, code))
+      ).length;
+    }
+
+    let earthquakes = 0;
+    if (this.intelligenceCache.earthquakes) {
+      earthquakes = this.intelligenceCache.earthquakes.filter((eq) => {
+        if (hasGeoShape) return this.isInCountry(eq.lat, eq.lon, code);
+        return eq.place?.toLowerCase().includes(countryLower);
+      }).length;
+    }
+
+    const ciiData = getCountryData(code);
+    const isTier1 = !!TIER1_COUNTRIES[code];
+
+    return {
+      protests,
+      militaryFlights,
+      militaryVessels,
+      outages,
+      earthquakes,
+      displacementOutflow: ciiData?.displacementOutflow ?? 0,
+      climateStress: ciiData?.climateStress ?? 0,
+      conflictEvents: ciiData?.conflicts?.length ?? 0,
+      isTier1,
+    };
+  }
+
+  private openCountryStory(code: string, name: string): void {
+    if (!dataFreshness.hasSufficientData() || this.latestClusters.length === 0) {
+      this.showToast('Data still loading — try again in a moment');
+      return;
+    }
+    const posturePanel = this.panels['strategic-posture'] as StrategicPosturePanel | undefined;
+    const postures = posturePanel?.getPostures() || [];
+    const signals = this.getCountrySignals(code, name);
+    const cluster = signalAggregator.getCountryClusters().find(c => c.country === code);
+    const regional = signalAggregator.getRegionalConvergence().filter(r => r.countries.includes(code));
+    const convergence = cluster ? {
+      score: cluster.convergenceScore,
+      signalTypes: [...cluster.signalTypes],
+      regionalDescriptions: regional.map(r => r.description),
+    } : null;
+    const data = collectStoryData(code, name, this.latestClusters, postures, this.latestPredictions, signals, convergence);
+    openStoryModal(data);
+  }
+
+  private showToast(msg: string): void {
+    document.querySelector('.toast-notification')?.remove();
+    const el = document.createElement('div');
+    el.className = 'toast-notification';
+    el.textContent = msg;
+    document.body.appendChild(el);
+    requestAnimationFrame(() => el.classList.add('visible'));
+    setTimeout(() => { el.classList.remove('visible'); setTimeout(() => el.remove(), 300); }, 3000);
+  }
+
   private setupSearchModal(): void {
-    this.searchModal = new SearchModal(this.container);
-
-    // Register static sources (hotspots, conflicts, bases)
-    // Include keywords in subtitle for better searchability
-    this.searchModal.registerSource('hotspot', INTEL_HOTSPOTS.map(h => ({
-      id: h.id,
-      title: h.name,
-      subtitle: `${h.subtext || ''} ${h.keywords?.join(' ') || ''} ${h.description || ''}`.trim(),
-      data: h,
-    })));
-
-    this.searchModal.registerSource('conflict', CONFLICT_ZONES.map(c => ({
-      id: c.id,
-      title: c.name,
-      subtitle: `${c.parties?.join(' ') || ''} ${c.keywords?.join(' ') || ''} ${c.description || ''}`.trim(),
-      data: c,
-    })));
-
-    this.searchModal.registerSource('base', MILITARY_BASES.map(b => ({
-      id: b.id,
-      title: b.name,
-      subtitle: `${b.type} ${b.description || ''}`.trim(),
-      data: b,
-    })));
-
-    // Register pipelines
-    this.searchModal.registerSource('pipeline', PIPELINES.map(p => ({
-      id: p.id,
-      title: p.name,
-      subtitle: `${p.type} ${p.operator || ''} ${p.countries?.join(' ') || ''}`.trim(),
-      data: p,
-    })));
-
-    // Register undersea cables
-    this.searchModal.registerSource('cable', UNDERSEA_CABLES.map(c => ({
-      id: c.id,
-      title: c.name,
-      subtitle: c.major ? 'Major cable' : '',
-      data: c,
-    })));
-
-    // Register AI datacenters
-    this.searchModal.registerSource('datacenter', AI_DATA_CENTERS.map(d => ({
-      id: d.id,
-      title: d.name,
-      subtitle: `${d.owner} ${d.chipType || ''}`.trim(),
-      data: d,
-    })));
-
-    // Register nuclear facilities
-    this.searchModal.registerSource('nuclear', NUCLEAR_FACILITIES.map(n => ({
-      id: n.id,
-      title: n.name,
-      subtitle: `${n.type} ${n.operator || ''}`.trim(),
-      data: n,
-    })));
+    const searchOptions = SITE_VARIANT === 'tech'
+      ? {
+          placeholder: 'Search companies, AI labs, startups, events...',
+          hint: 'HQs • Companies • AI Labs • Startups • Accelerators • Events',
+        }
+      : {
+          placeholder: 'Search news, pipelines, bases, markets...',
+          hint: 'News • Countries • Hotspots • Conflicts • Bases • Pipelines • Cables • Datacenters',
+        };
+    this.searchModal = new SearchModal(this.container, searchOptions);
+
+    if (SITE_VARIANT === 'tech') {
+      // Tech variant: tech-specific sources
+      this.searchModal.registerSource('techcompany', TECH_COMPANIES.map(c => ({
+        id: c.id,
+        title: c.name,
+        subtitle: `${c.sector} ${c.city} ${c.keyProducts?.join(' ') || ''}`.trim(),
+        data: c,
+      })));
 
-    // Register gamma irradiators
-    this.searchModal.registerSource('irradiator', GAMMA_IRRADIATORS.map(g => ({
-      id: g.id,
-      title: `${g.city}, ${g.country}`,
-      subtitle: g.organization || '',
-      data: g,
-    })));
+      this.searchModal.registerSource('ailab', AI_RESEARCH_LABS.map(l => ({
+        id: l.id,
+        title: l.name,
+        subtitle: `${l.type} ${l.city} ${l.focusAreas?.join(' ') || ''}`.trim(),
+        data: l,
+      })));
+
+      this.searchModal.registerSource('startup', STARTUP_ECOSYSTEMS.map(s => ({
+        id: s.id,
+        title: s.name,
+        subtitle: `${s.ecosystemTier} ${s.topSectors?.join(' ') || ''} ${s.notableStartups?.join(' ') || ''}`.trim(),
+        data: s,
+      })));
+
+      this.searchModal.registerSource('datacenter', AI_DATA_CENTERS.map(d => ({
+        id: d.id,
+        title: d.name,
+        subtitle: `${d.owner} ${d.chipType || ''}`.trim(),
+        data: d,
+      })));
+
+      this.searchModal.registerSource('cable', UNDERSEA_CABLES.map(c => ({
+        id: c.id,
+        title: c.name,
+        subtitle: c.major ? 'Major internet backbone' : 'Undersea cable',
+        data: c,
+      })));
+
+      // Register Tech HQs (unicorns, FAANG, public companies from map)
+      this.searchModal.registerSource('techhq', TECH_HQS.map(h => ({
+        id: h.id,
+        title: h.company,
+        subtitle: `${h.type === 'faang' ? 'Big Tech' : h.type === 'unicorn' ? 'Unicorn' : 'Public'} • ${h.city}, ${h.country}`,
+        data: h,
+      })));
+
+      // Register Accelerators
+      this.searchModal.registerSource('accelerator', ACCELERATORS.map(a => ({
+        id: a.id,
+        title: a.name,
+        subtitle: `${a.type} • ${a.city}, ${a.country}${a.notable ? ` • ${a.notable.slice(0, 2).join(', ')}` : ''}`,
+        data: a,
+      })));
+    } else {
+      // Full variant: geopolitical sources
+      this.searchModal.registerSource('hotspot', INTEL_HOTSPOTS.map(h => ({
+        id: h.id,
+        title: h.name,
+        subtitle: `${h.subtext || ''} ${h.keywords?.join(' ') || ''} ${h.description || ''}`.trim(),
+        data: h,
+      })));
+
+      this.searchModal.registerSource('conflict', CONFLICT_ZONES.map(c => ({
+        id: c.id,
+        title: c.name,
+        subtitle: `${c.parties?.join(' ') || ''} ${c.keywords?.join(' ') || ''} ${c.description || ''}`.trim(),
+        data: c,
+      })));
+
+      this.searchModal.registerSource('base', MILITARY_BASES.map(b => ({
+        id: b.id,
+        title: b.name,
+        subtitle: `${b.type} ${b.description || ''}`.trim(),
+        data: b,
+      })));
+
+      this.searchModal.registerSource('pipeline', PIPELINES.map(p => ({
+        id: p.id,
+        title: p.name,
+        subtitle: `${p.type} ${p.operator || ''} ${p.countries?.join(' ') || ''}`.trim(),
+        data: p,
+      })));
+
+      this.searchModal.registerSource('cable', UNDERSEA_CABLES.map(c => ({
+        id: c.id,
+        title: c.name,
+        subtitle: c.major ? 'Major cable' : '',
+        data: c,
+      })));
+
+      this.searchModal.registerSource('datacenter', AI_DATA_CENTERS.map(d => ({
+        id: d.id,
+        title: d.name,
+        subtitle: `${d.owner} ${d.chipType || ''}`.trim(),
+        data: d,
+      })));
+
+      this.searchModal.registerSource('nuclear', NUCLEAR_FACILITIES.map(n => ({
+        id: n.id,
+        title: n.name,
+        subtitle: `${n.type} ${n.operator || ''}`.trim(),
+        data: n,
+      })));
+
+      this.searchModal.registerSource('irradiator', GAMMA_IRRADIATORS.map(g => ({
+        id: g.id,
+        title: `${g.city}, ${g.country}`,
+        subtitle: g.organization || '',
+        data: g,
+      })));
+    }
+
+    // Register countries for both variants
+    this.searchModal.registerSource('country', this.buildCountrySearchItems());
 
     // Handle result selection
     this.searchModal.setOnSelect((result) => this.handleSearchResult(result));
 
     // Global keyboard shortcut
-    document.addEventListener('keydown', (e) => {
+    this.boundKeydownHandler = (e: KeyboardEvent) => {
       if ((e.metaKey || e.ctrlKey) && e.key === 'k') {
         e.preventDefault();
         if (this.searchModal?.isOpen()) {
@@ -222,7 +1152,8 @@ export class App {
           this.searchModal?.open();
         }
       }
-    });
+    };
+    document.addEventListener('keydown', this.boundKeydownHandler);
   }
 
   private handleSearchResult(result: SearchResult): void {
@@ -322,6 +1253,64 @@ export class App {
         // These are dynamic, just switch to map view
         this.map?.setView('global');
         break;
+      case 'techcompany': {
+        const company = result.data as typeof TECH_COMPANIES[0];
+        this.map?.setView('global');
+        this.map?.enableLayer('techHQs');
+        this.mapLayers.techHQs = true;
+        setTimeout(() => {
+          this.map?.setCenter(company.lat, company.lon, 4);
+        }, 300);
+        break;
+      }
+      case 'ailab': {
+        const lab = result.data as typeof AI_RESEARCH_LABS[0];
+        this.map?.setView('global');
+        setTimeout(() => {
+          this.map?.setCenter(lab.lat, lab.lon, 4);
+        }, 300);
+        break;
+      }
+      case 'startup': {
+        const ecosystem = result.data as typeof STARTUP_ECOSYSTEMS[0];
+        this.map?.setView('global');
+        this.map?.enableLayer('startupHubs');
+        this.mapLayers.startupHubs = true;
+        setTimeout(() => {
+          this.map?.setCenter(ecosystem.lat, ecosystem.lon, 4);
+        }, 300);
+        break;
+      }
+      case 'techevent':
+        this.map?.setView('global');
+        this.map?.enableLayer('techEvents');
+        this.mapLayers.techEvents = true;
+        break;
+      case 'techhq': {
+        const hq = result.data as typeof TECH_HQS[0];
+        this.map?.setView('global');
+        this.map?.enableLayer('techHQs');
+        this.mapLayers.techHQs = true;
+        setTimeout(() => {
+          this.map?.setCenter(hq.lat, hq.lon, 4);
+        }, 300);
+        break;
+      }
+      case 'accelerator': {
+        const acc = result.data as typeof ACCELERATORS[0];
+        this.map?.setView('global');
+        this.map?.enableLayer('accelerators');
+        this.mapLayers.accelerators = true;
+        setTimeout(() => {
+          this.map?.setCenter(acc.lat, acc.lon, 4);
+        }, 300);
+        break;
+      }
+      case 'country': {
+        const { code, name } = result.data as { code: string; name: string };
+        this.openCountryBriefByCode(code, name);
+        break;
+      }
     }
   }
 
@@ -348,13 +1337,18 @@ export class App {
   private updateSearchIndex(): void {
     if (!this.searchModal) return;
 
-    // Update news sources (use link as unique id)
-    this.searchModal.registerSource('news', this.allNews.slice(0, 200).map(n => ({
+    // Keep country CII labels fresh with latest ingested signals.
+    this.searchModal.registerSource('country', this.buildCountrySearchItems());
+
+    // Update news sources (use link as unique id) - index up to 500 items for better search coverage
+    const newsItems = this.allNews.slice(0, 500).map(n => ({
       id: n.link,
       title: n.title,
       subtitle: n.source,
       data: n,
-    })));
+    }));
+    console.log(`[Search] Indexing ${newsItems.length} news items (allNews total: ${this.allNews.length})`);
+    this.searchModal.registerSource('news', newsItems);
 
     // Update predictions if available
     if (this.latestPredictions.length > 0) {
@@ -377,6 +1371,30 @@ export class App {
     }
   }
 
+  private buildCountrySearchItems(): { id: string; title: string; subtitle: string; data: { code: string; name: string } }[] {
+    const panelScores = (this.panels['cii'] as CIIPanel | undefined)?.getScores() ?? [];
+    const scores = panelScores.length > 0 ? panelScores : calculateCII();
+    const ciiByCode = new Map(scores.map((score) => [score.code, score]));
+    return Object.entries(TIER1_COUNTRIES).map(([code, name]) => {
+      const score = ciiByCode.get(code);
+      return {
+        id: code,
+        title: `${App.toFlagEmoji(code)} ${name}`,
+        subtitle: score ? `CII: ${score.score}/100 • ${score.level}` : 'Country Brief',
+        data: { code, name },
+      };
+    });
+  }
+
+  private static toFlagEmoji(code: string): string {
+    const upperCode = code.toUpperCase();
+    if (!/^[A-Z]{2}$/.test(upperCode)) return '🏳️';
+    return upperCode
+      .split('')
+      .map((char) => String.fromCodePoint(0x1f1e6 + char.charCodeAt(0) - 65))
+      .join('');
+  }
+
   private setupPlaybackControl(): void {
     this.playbackControl = new PlaybackControl();
     this.playbackControl.onSnapshot((snapshot) => {
@@ -397,7 +1415,7 @@ export class App {
 
   private setupSnapshotSaving(): void {
     const saveCurrentSnapshot = async () => {
-      if (this.isPlaybackMode) return;
+      if (this.isPlaybackMode || this.isDestroyed) return;
 
       const marketPrices: Record<string, number> = {};
       this.latestMarkets.forEach(m => {
@@ -417,7 +1435,7 @@ export class App {
     };
 
     saveCurrentSnapshot();
-    setInterval(saveCurrentSnapshot, 15 * 60 * 1000);
+    this.snapshotIntervalId = setInterval(saveCurrentSnapshot, 15 * 60 * 1000);
   }
 
   private restoreSnapshot(snapshot: import('@/services/storage').DashboardSnapshot): void {
@@ -446,8 +1464,30 @@ export class App {
     this.container.innerHTML = `
       <div class="header">
         <div class="header-left">
-          <span class="logo">WORLD MONITOR</span>
-          <span class="credit">by Elie Habib</span>
+          <div class="variant-switcher">
+            <a href="${this.isDesktopApp ? '#' : (SITE_VARIANT === 'tech' ? 'https://worldmonitor.app' : '#')}"
+               class="variant-option ${SITE_VARIANT !== 'tech' ? 'active' : ''}"
+               data-variant="full"
+               ${!this.isDesktopApp && SITE_VARIANT === 'tech' ? 'target="_blank" rel="noopener"' : ''}
+               title="Geopolitical Intelligence${SITE_VARIANT !== 'tech' ? ' (current)' : ''}">
+              <span class="variant-icon">🌍</span>
+              <span class="variant-label">WORLD</span>
+            </a>
+            <span class="variant-divider"></span>
+            <a href="${this.isDesktopApp ? '#' : (SITE_VARIANT === 'tech' ? '#' : 'https://tech.worldmonitor.app')}"
+               class="variant-option ${SITE_VARIANT === 'tech' ? 'active' : ''}"
+               data-variant="tech"
+               ${!this.isDesktopApp && SITE_VARIANT !== 'tech' ? 'target="_blank" rel="noopener"' : ''}
+               title="Tech & AI Intelligence${SITE_VARIANT === 'tech' ? ' (current)' : ''}">
+              <span class="variant-icon">💻</span>
+              <span class="variant-label">TECH</span>
+            </a>
+          </div>
+          <span class="logo">MONITOR</span><span class="version">v${__APP_VERSION__}</span>
+          <a href="https://x.com/eliehabib" target="_blank" rel="noopener" class="credit-link">
+            <svg class="x-logo" width="14" height="14" viewBox="0 0 24 24" fill="currentColor"><path d="M18.244 2.25h3.308l-7.227 8.26 8.502 11.24H16.17l-5.214-6.817L4.99 21.75H1.68l7.73-8.835L1.254 2.25H8.08l4.713 6.231zm-1.161 17.52h1.833L7.084 4.126H5.117z"/></svg>
+            <span class="credit-text">@eliehabib</span>
+          </a>
           <a href="https://github.com/koala73/worldmonitor" target="_blank" rel="noopener" class="github-link" title="View on GitHub">
             <svg width="16" height="16" viewBox="0 0 16 16" fill="currentColor"><path d="M8 0C3.58 0 0 3.58 0 8c0 3.54 2.29 6.53 5.47 7.59.4.07.55-.17.55-.38 0-.19-.01-.82-.01-1.49-2.01.37-2.53-.49-2.69-.94-.09-.23-.48-.94-.82-1.13-.28-.15-.68-.52-.01-.53.63-.01 1.08.58 1.23.82.72 1.21 1.87.87 2.33.66.07-.52.28-.87.51-1.07-1.78-.2-3.64-.89-3.64-3.95 0-.87.31-1.59.82-2.15-.08-.2-.36-1.02.08-2.12 0 0 .67-.21 2.2.82.64-.18 1.32-.27 2-.27.68 0 1.36.09 2 .27 1.53-1.04 2.2-.82 2.2-.82.44 1.1.16 1.92.08 2.12.51.56.82 1.27.82 2.15 0 3.07-1.87 3.75-3.65 3.95.29.25.54.73.54 1.48 0 1.07-.01 1.93-.01 2.2 0 .21.15.46.55.38A8.013 8.013 0 0016 8c0-4.42-3.58-8-8-8z"/></svg>
           </a>
@@ -455,25 +1495,39 @@ export class App {
             <span class="status-dot"></span>
             <span>LIVE</span>
           </div>
-        </div>
-        <div class="header-center">
-          <button class="view-btn active" data-view="global">GLOBAL</button>
-          <button class="view-btn" data-view="us">US</button>
-          <button class="view-btn" data-view="mena">MENA</button>
+          <div class="region-selector">
+            <select id="regionSelect" class="region-select">
+              <option value="global">Global</option>
+              <option value="america">Americas</option>
+              <option value="mena">MENA</option>
+              <option value="eu">Europe</option>
+              <option value="asia">Asia</option>
+              <option value="latam">Latin America</option>
+              <option value="africa">Africa</option>
+              <option value="oceania">Oceania</option>
+            </select>
+          </div>
         </div>
         <div class="header-right">
           <button class="search-btn" id="searchBtn"><kbd>⌘K</kbd> Search</button>
-          <button class="copy-link-btn" id="copyLinkBtn">Copy Link</button>
+          ${this.isDesktopApp ? '' : '<button class="copy-link-btn" id="copyLinkBtn">Copy Link</button>'}
           <span class="time-display" id="timeDisplay">--:--:-- UTC</span>
+          ${this.isDesktopApp ? '' : '<button class="fullscreen-btn" id="fullscreenBtn" title="Toggle Fullscreen">⛶</button>'}
           <button class="settings-btn" id="settingsBtn">⚙ PANELS</button>
+          <button class="sources-btn" id="sourcesBtn">📡 SOURCES</button>
         </div>
       </div>
       <div class="main-content">
         <div class="map-section" id="mapSection">
           <div class="panel-header">
             <div class="panel-header-left">
-              <span class="panel-title">Global Situation</span>
+              <span class="panel-title">${SITE_VARIANT === 'tech' ? 'Global Tech' : 'Global Situation'}</span>
             </div>
+            <button class="map-pin-btn" id="mapPinBtn" title="Pin map to top">
+              <svg width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2.5" stroke-linecap="round" stroke-linejoin="round">
+                <path d="M12 17v5M9 10.76a2 2 0 01-1.11 1.79l-1.78.9A2 2 0 005 15.24V16a1 1 0 001 1h12a1 1 0 001-1v-.76a2 2 0 00-1.11-1.79l-1.78-.9A2 2 0 0115 10.76V7a1 1 0 011-1 1 1 0 001-1V4a1 1 0 00-1-1H8a1 1 0 00-1 1v1a1 1 0 001 1 1 1 0 011 1v3.76z"/>
+              </svg>
+            </button>
           </div>
           <div class="map-container" id="mapContainer"></div>
           <div class="map-resize-handle" id="mapResizeHandle"></div>
@@ -489,27 +1543,173 @@ export class App {
           <div class="panel-toggle-grid" id="panelToggles"></div>
         </div>
       </div>
+      <div class="modal-overlay" id="sourcesModal">
+        <div class="modal sources-modal">
+          <div class="modal-header">
+            <span class="modal-title">News Sources</span>
+            <span class="sources-counter" id="sourcesCounter"></span>
+            <button class="modal-close" id="sourcesModalClose">×</button>
+          </div>
+          <div class="sources-search">
+            <input type="text" id="sourcesSearch" placeholder="Filter sources..." />
+          </div>
+          <div class="sources-toggle-grid" id="sourceToggles"></div>
+          <div class="sources-footer">
+            <button class="sources-select-all" id="sourcesSelectAll">Select All</button>
+            <button class="sources-select-none" id="sourcesSelectNone">Select None</button>
+          </div>
+        </div>
+      </div>
     `;
 
     this.createPanels();
     this.renderPanelToggles();
     this.updateTime();
-    setInterval(() => this.updateTime(), 1000);
+    this.timeIntervalId = setInterval(() => this.updateTime(), 1000);
+  }
+
+  /**
+   * Render critical military posture banner when buildup detected
+   */
+  private renderCriticalBanner(postures: TheaterPostureSummary[]): void {
+    // Check if banner was dismissed this session
+    const dismissedAt = sessionStorage.getItem('banner-dismissed');
+    if (dismissedAt && Date.now() - parseInt(dismissedAt, 10) < 30 * 60 * 1000) {
+      return; // Stay dismissed for 30 minutes
+    }
+
+    const critical = postures.filter(
+      (p) => p.postureLevel === 'critical' || (p.postureLevel === 'elevated' && p.strikeCapable)
+    );
+
+    if (critical.length === 0) {
+      if (this.criticalBannerEl) {
+        this.criticalBannerEl.remove();
+        this.criticalBannerEl = null;
+        document.body.classList.remove('has-critical-banner');
+      }
+      return;
+    }
+
+    const top = critical[0]!;
+    const isCritical = top.postureLevel === 'critical';
+
+    if (!this.criticalBannerEl) {
+      this.criticalBannerEl = document.createElement('div');
+      this.criticalBannerEl.className = 'critical-posture-banner';
+      const header = document.querySelector('.header');
+      if (header) header.insertAdjacentElement('afterend', this.criticalBannerEl);
+    }
+
+    // Always ensure body class is set when showing banner
+    document.body.classList.add('has-critical-banner');
+    this.criticalBannerEl.className = `critical-posture-banner ${isCritical ? 'severity-critical' : 'severity-elevated'}`;
+    this.criticalBannerEl.innerHTML = `
+      <div class="banner-content">
+        <span class="banner-icon">${isCritical ? '🚨' : '⚠️'}</span>
+        <span class="banner-headline">${top.headline}</span>
+        <span class="banner-stats">${top.totalAircraft} aircraft • ${top.summary}</span>
+        ${top.strikeCapable ? '<span class="banner-strike">STRIKE CAPABLE</span>' : ''}
+      </div>
+      <button class="banner-view" data-lat="${top.centerLat}" data-lon="${top.centerLon}">View Region</button>
+      <button class="banner-dismiss">×</button>
+    `;
+
+    // Event handlers
+    this.criticalBannerEl.querySelector('.banner-view')?.addEventListener('click', () => {
+      console.log('[Banner] View Region clicked:', top.theaterId, 'lat:', top.centerLat, 'lon:', top.centerLon);
+      // Use typeof check - truthy check would fail for coordinate 0
+      if (typeof top.centerLat === 'number' && typeof top.centerLon === 'number') {
+        this.map?.setCenter(top.centerLat, top.centerLon, 4);
+      } else {
+        console.error('[Banner] Missing coordinates for', top.theaterId);
+      }
+    });
+
+    this.criticalBannerEl.querySelector('.banner-dismiss')?.addEventListener('click', () => {
+      this.criticalBannerEl?.classList.add('dismissed');
+      document.body.classList.remove('has-critical-banner');
+      sessionStorage.setItem('banner-dismissed', Date.now().toString());
+    });
+  }
+
+  /**
+   * Clean up resources (for HMR/testing)
+   */
+  public destroy(): void {
+    this.isDestroyed = true;
+
+    // Clear time display interval
+    if (this.timeIntervalId) {
+      clearInterval(this.timeIntervalId);
+      this.timeIntervalId = null;
+    }
+
+    // Clear snapshot saving interval
+    if (this.snapshotIntervalId) {
+      clearInterval(this.snapshotIntervalId);
+      this.snapshotIntervalId = null;
+    }
+
+    // Clear all refresh timeouts
+    for (const timeoutId of this.refreshTimeoutIds.values()) {
+      clearTimeout(timeoutId);
+    }
+    this.refreshTimeoutIds.clear();
+
+    // Remove global event listeners
+    if (this.boundKeydownHandler) {
+      document.removeEventListener('keydown', this.boundKeydownHandler);
+      this.boundKeydownHandler = null;
+    }
+    if (this.boundFullscreenHandler) {
+      document.removeEventListener('fullscreenchange', this.boundFullscreenHandler);
+      this.boundFullscreenHandler = null;
+    }
+    if (this.boundResizeHandler) {
+      window.removeEventListener('resize', this.boundResizeHandler);
+      this.boundResizeHandler = null;
+    }
+    if (this.boundVisibilityHandler) {
+      document.removeEventListener('visibilitychange', this.boundVisibilityHandler);
+      this.boundVisibilityHandler = null;
+    }
+
+    // Clean up idle detection
+    if (this.idleTimeoutId) {
+      clearTimeout(this.idleTimeoutId);
+      this.idleTimeoutId = null;
+    }
+    if (this.boundIdleResetHandler) {
+      ['mousedown', 'keydown', 'scroll', 'touchstart', 'mousemove'].forEach(event => {
+        document.removeEventListener(event, this.boundIdleResetHandler!);
+      });
+      this.boundIdleResetHandler = null;
+    }
+
+    // Clean up map and AIS
+    this.map?.destroy();
+    disconnectAisStream();
   }
 
   private createPanels(): void {
     const panelsGrid = document.getElementById('panelsGrid')!;
 
     // Initialize map in the map section
+    // Default to MENA view on mobile for better focus
+    // Uses deck.gl (WebGL) on desktop, falls back to D3/SVG on mobile
     const mapContainer = document.getElementById('mapContainer') as HTMLElement;
-    this.map = new MapComponent(mapContainer, {
-      zoom: 1.5,
-      pan: { x: 0, y: 0 },
-      view: 'global',
+    this.map = new MapContainer(mapContainer, {
+      zoom: this.isMobile ? 2.5 : 1.0,
+      pan: { x: 0, y: 0 },  // Centered view to show full world
+      view: this.isMobile ? 'mena' : 'global',
       layers: this.mapLayers,
       timeRange: '7d',
     });
 
+    // Initialize escalation service with data getters
+    this.map.initEscalationGetters();
+
     // Create all panels
     const politicsPanel = new NewsPanel('politics', 'World / Geopolitical');
     this.attachRelatedAssetHandlers(politicsPanel);
@@ -569,23 +1769,194 @@ export class App {
     this.newsPanels['layoffs'] = layoffsPanel;
     this.panels['layoffs'] = layoffsPanel;
 
-    const congressPanel = new NewsPanel('congress', 'Congress Trades');
-    this.attachRelatedAssetHandlers(congressPanel);
-    this.newsPanels['congress'] = congressPanel;
-    this.panels['congress'] = congressPanel;
-
     const aiPanel = new NewsPanel('ai', 'AI / ML');
     this.attachRelatedAssetHandlers(aiPanel);
     this.newsPanels['ai'] = aiPanel;
     this.panels['ai'] = aiPanel;
 
+    // Tech variant panels
+    const startupsPanel = new NewsPanel('startups', 'Startups & VC');
+    this.attachRelatedAssetHandlers(startupsPanel);
+    this.newsPanels['startups'] = startupsPanel;
+    this.panels['startups'] = startupsPanel;
+
+    const vcblogsPanel = new NewsPanel('vcblogs', 'VC Insights & Essays');
+    this.attachRelatedAssetHandlers(vcblogsPanel);
+    this.newsPanels['vcblogs'] = vcblogsPanel;
+    this.panels['vcblogs'] = vcblogsPanel;
+
+    const regionalStartupsPanel = new NewsPanel('regionalStartups', 'Global Startup News');
+    this.attachRelatedAssetHandlers(regionalStartupsPanel);
+    this.newsPanels['regionalStartups'] = regionalStartupsPanel;
+    this.panels['regionalStartups'] = regionalStartupsPanel;
+
+    const unicornsPanel = new NewsPanel('unicorns', 'Unicorn Tracker');
+    this.attachRelatedAssetHandlers(unicornsPanel);
+    this.newsPanels['unicorns'] = unicornsPanel;
+    this.panels['unicorns'] = unicornsPanel;
+
+    const acceleratorsPanel = new NewsPanel('accelerators', 'Accelerators & Demo Days');
+    this.attachRelatedAssetHandlers(acceleratorsPanel);
+    this.newsPanels['accelerators'] = acceleratorsPanel;
+    this.panels['accelerators'] = acceleratorsPanel;
+
+    const fundingPanel = new NewsPanel('funding', 'Funding & VC');
+    this.attachRelatedAssetHandlers(fundingPanel);
+    this.newsPanels['funding'] = fundingPanel;
+    this.panels['funding'] = fundingPanel;
+
+    const producthuntPanel = new NewsPanel('producthunt', 'Product Hunt');
+    this.attachRelatedAssetHandlers(producthuntPanel);
+    this.newsPanels['producthunt'] = producthuntPanel;
+    this.panels['producthunt'] = producthuntPanel;
+
+    const securityPanel = new NewsPanel('security', 'Cybersecurity');
+    this.attachRelatedAssetHandlers(securityPanel);
+    this.newsPanels['security'] = securityPanel;
+    this.panels['security'] = securityPanel;
+
+    const policyPanel = new NewsPanel('policy', 'AI Policy & Regulation');
+    this.attachRelatedAssetHandlers(policyPanel);
+    this.newsPanels['policy'] = policyPanel;
+    this.panels['policy'] = policyPanel;
+
+    const hardwarePanel = new NewsPanel('hardware', 'Semiconductors & Hardware');
+    this.attachRelatedAssetHandlers(hardwarePanel);
+    this.newsPanels['hardware'] = hardwarePanel;
+    this.panels['hardware'] = hardwarePanel;
+
+    const cloudPanel = new NewsPanel('cloud', 'Cloud & Infrastructure');
+    this.attachRelatedAssetHandlers(cloudPanel);
+    this.newsPanels['cloud'] = cloudPanel;
+    this.panels['cloud'] = cloudPanel;
+
+    const devPanel = new NewsPanel('dev', 'Developer Community');
+    this.attachRelatedAssetHandlers(devPanel);
+    this.newsPanels['dev'] = devPanel;
+    this.panels['dev'] = devPanel;
+
+    const githubPanel = new NewsPanel('github', 'GitHub Trending');
+    this.attachRelatedAssetHandlers(githubPanel);
+    this.newsPanels['github'] = githubPanel;
+    this.panels['github'] = githubPanel;
+
+    const ipoPanel = new NewsPanel('ipo', 'IPO & SPAC');
+    this.attachRelatedAssetHandlers(ipoPanel);
+    this.newsPanels['ipo'] = ipoPanel;
+    this.panels['ipo'] = ipoPanel;
+
     const thinktanksPanel = new NewsPanel('thinktanks', 'Think Tanks');
     this.attachRelatedAssetHandlers(thinktanksPanel);
     this.newsPanels['thinktanks'] = thinktanksPanel;
     this.panels['thinktanks'] = thinktanksPanel;
 
+    const economicPanel = new EconomicPanel();
+    this.panels['economic'] = economicPanel;
+
+    // New Regional Panels
+    const africaPanel = new NewsPanel('africa', 'Africa');
+    this.attachRelatedAssetHandlers(africaPanel);
+    this.newsPanels['africa'] = africaPanel;
+    this.panels['africa'] = africaPanel;
+
+    const latamPanel = new NewsPanel('latam', 'Latin America');
+    this.attachRelatedAssetHandlers(latamPanel);
+    this.newsPanels['latam'] = latamPanel;
+    this.panels['latam'] = latamPanel;
+
+    const asiaPanel = new NewsPanel('asia', 'Asia-Pacific');
+    this.attachRelatedAssetHandlers(asiaPanel);
+    this.newsPanels['asia'] = asiaPanel;
+    this.panels['asia'] = asiaPanel;
+
+    const energyPanel = new NewsPanel('energy', 'Energy & Resources');
+    this.attachRelatedAssetHandlers(energyPanel);
+    this.newsPanels['energy'] = energyPanel;
+    this.panels['energy'] = energyPanel;
+
+    // Geopolitical-only panels (not needed for tech variant)
+    if (SITE_VARIANT === 'full') {
+      const gdeltIntelPanel = new GdeltIntelPanel();
+      this.panels['gdelt-intel'] = gdeltIntelPanel;
+
+      const ciiPanel = new CIIPanel();
+      ciiPanel.setShareStoryHandler((code, name) => {
+        this.openCountryStory(code, name);
+      });
+      this.panels['cii'] = ciiPanel;
+
+      const cascadePanel = new CascadePanel();
+      this.panels['cascade'] = cascadePanel;
+
+      const satelliteFiresPanel = new SatelliteFiresPanel();
+      this.panels['satellite-fires'] = satelliteFiresPanel;
+
+      const strategicRiskPanel = new StrategicRiskPanel();
+      strategicRiskPanel.setLocationClickHandler((lat, lon) => {
+        this.map?.setCenter(lat, lon, 4);
+      });
+      this.panels['strategic-risk'] = strategicRiskPanel;
+
+      const strategicPosturePanel = new StrategicPosturePanel();
+      strategicPosturePanel.setLocationClickHandler((lat, lon) => {
+        console.log('[App] StrategicPosture handler called:', { lat, lon, hasMap: !!this.map });
+        this.map?.setCenter(lat, lon, 4);
+      });
+      this.panels['strategic-posture'] = strategicPosturePanel;
+
+      const ucdpEventsPanel = new UcdpEventsPanel();
+      ucdpEventsPanel.setEventClickHandler((lat, lon) => {
+        this.map?.setCenter(lat, lon, 5);
+      });
+      this.panels['ucdp-events'] = ucdpEventsPanel;
+
+      const displacementPanel = new DisplacementPanel();
+      displacementPanel.setCountryClickHandler((lat, lon) => {
+        this.map?.setCenter(lat, lon, 4);
+      });
+      this.panels['displacement'] = displacementPanel;
+
+      const climatePanel = new ClimateAnomalyPanel();
+      climatePanel.setZoneClickHandler((lat, lon) => {
+        this.map?.setCenter(lat, lon, 4);
+      });
+      this.panels['climate'] = climatePanel;
+
+      const populationExposurePanel = new PopulationExposurePanel();
+      this.panels['population-exposure'] = populationExposurePanel;
+    }
+
+    const liveNewsPanel = new LiveNewsPanel();
+    this.panels['live-news'] = liveNewsPanel;
+
+    // Tech Events Panel (tech variant only - but create for all to allow toggling)
+    this.panels['events'] = new TechEventsPanel('events');
+
+    // Service Status Panel (primarily for tech variant)
+    const serviceStatusPanel = new ServiceStatusPanel();
+    this.panels['service-status'] = serviceStatusPanel;
+
+    if (this.isDesktopApp) {
+      const runtimeConfigPanel = new RuntimeConfigPanel({ mode: 'alert' });
+      this.panels['runtime-config'] = runtimeConfigPanel;
+    }
+
+    // Tech Readiness Panel (tech variant only - World Bank tech indicators)
+    const techReadinessPanel = new TechReadinessPanel();
+    this.panels['tech-readiness'] = techReadinessPanel;
+
+    // Crypto & Market Intelligence Panels
+    this.panels['macro-signals'] = new MacroSignalsPanel();
+    this.panels['etf-flows'] = new ETFFlowsPanel();
+    this.panels['stablecoins'] = new StablecoinPanel();
+
+    // AI Insights Panel (desktop only - hides itself on mobile)
+    const insightsPanel = new InsightsPanel();
+    this.panels['insights'] = insightsPanel;
+
     // Add panels to grid in saved order
-    const defaultOrder = ['politics', 'middleeast', 'tech', 'ai', 'finance', 'layoffs', 'congress', 'heatmap', 'markets', 'commodities', 'crypto', 'polymarket', 'gov', 'thinktanks', 'intel', 'monitors'];
+    // Use DEFAULT_PANELS keys for variant-aware panel order
+    const defaultOrder = Object.keys(DEFAULT_PANELS).filter(k => k !== 'map');
     const savedOrder = this.getSavedPanelOrder();
     // Merge saved order with default to include new panels
     let panelOrder = defaultOrder;
@@ -604,6 +1975,25 @@ export class App {
       panelOrder = valid;
     }
 
+    // CRITICAL: live-news MUST be first for CSS Grid layout (spans 2 columns)
+    // Move it to position 0 if it exists and isn't already first
+    const liveNewsIdx = panelOrder.indexOf('live-news');
+    if (liveNewsIdx > 0) {
+      panelOrder.splice(liveNewsIdx, 1);
+      panelOrder.unshift('live-news');
+    }
+
+    // Desktop configuration should stay easy to reach in Tauri builds.
+    if (this.isDesktopApp) {
+      const runtimeIdx = panelOrder.indexOf('runtime-config');
+      if (runtimeIdx > 1) {
+        panelOrder.splice(runtimeIdx, 1);
+        panelOrder.splice(1, 0, 'runtime-config');
+      } else if (runtimeIdx === -1) {
+        panelOrder.splice(1, 0, 'runtime-config');
+      }
+    }
+
     panelOrder.forEach((key: string) => {
       const panel = this.panels[key];
       if (panel) {
@@ -615,6 +2005,7 @@ export class App {
 
     this.applyPanelSettings();
     this.applyInitialUrlState();
+
   }
 
   private applyInitialUrlState(): void {
@@ -624,7 +2015,6 @@ export class App {
 
     if (view) {
       this.map.setView(view);
-      this.setActiveViewButton(view);
     }
 
     if (timeRange) {
@@ -637,18 +2027,31 @@ export class App {
       this.map.setLayers(layers);
     }
 
-    if (zoom !== undefined) {
-      this.map.setZoom(zoom);
+    // Only apply custom lat/lon/zoom if NO view preset is specified
+    // When a view is specified (eu, mena, etc.), use the preset's positioning
+    if (!view) {
+      if (zoom !== undefined) {
+        this.map.setZoom(zoom);
+      }
+
+      // Only apply lat/lon if user has zoomed in significantly (zoom > 2)
+      // At default zoom (~1-1.5), show centered global view to avoid clipping issues
+      if (lat !== undefined && lon !== undefined && zoom !== undefined && zoom > 2) {
+        this.map.setCenter(lat, lon);
+      }
     }
 
-    if (lat !== undefined && lon !== undefined) {
-      this.map.setCenter(lat, lon);
+    // Sync header region selector with initial view
+    const regionSelect = document.getElementById('regionSelect') as HTMLSelectElement;
+    const currentView = this.map.getState().view;
+    if (regionSelect && currentView) {
+      regionSelect.value = currentView;
     }
   }
 
   private getSavedPanelOrder(): string[] {
     try {
-      const saved = localStorage.getItem('panel-order');
+      const saved = localStorage.getItem(this.PANEL_ORDER_KEY);
       return saved ? JSON.parse(saved) : [];
     } catch {
       return [];
@@ -661,7 +2064,7 @@ export class App {
     const order = Array.from(grid.children)
       .map((el) => (el as HTMLElement).dataset.panel)
       .filter((key): key is string => !!key);
-    localStorage.setItem('panel-order', JSON.stringify(order));
+    localStorage.setItem(this.PANEL_ORDER_KEY, JSON.stringify(order));
   }
 
   private attachRelatedAssetHandlers(panel: NewsPanel): void {
@@ -714,6 +2117,17 @@ export class App {
     el.dataset.panel = key;
 
     el.addEventListener('dragstart', (e) => {
+      const target = e.target as HTMLElement;
+      // Don't start drag if panel is being resized
+      if (el.dataset.resizing === 'true') {
+        e.preventDefault();
+        return;
+      }
+      // Don't start drag if target is the resize handle
+      if (target.classList.contains('panel-resize-handle') || target.closest('.panel-resize-handle')) {
+        e.preventDefault();
+        return;
+      }
       el.classList.add('dragging');
       e.dataTransfer?.setData('text/plain', key);
     });
@@ -746,15 +2160,6 @@ export class App {
   }
 
   private setupEventListeners(): void {
-    // View buttons
-    document.querySelectorAll('.view-btn').forEach((btn) => {
-      btn.addEventListener('click', () => {
-        const view = (btn as HTMLElement).dataset.view as 'global' | 'us' | 'mena';
-        this.setActiveViewButton(view);
-        this.map?.setView(view);
-      });
-    });
-
     // Search button
     document.getElementById('searchBtn')?.addEventListener('click', () => {
       this.updateSearchIndex();
@@ -786,17 +2191,106 @@ export class App {
 
     document.getElementById('settingsModal')?.addEventListener('click', (e) => {
       if ((e.target as HTMLElement).classList.contains('modal-overlay')) {
-        (e.target as HTMLElement).classList.remove('active');
+        document.getElementById('settingsModal')?.classList.remove('active');
       }
     });
 
+    // Sources modal
+    this.setupSourcesModal();
+
+    // Variant switcher: switch variant locally on desktop (reload with new config)
+    if (this.isDesktopApp) {
+      this.container.querySelectorAll<HTMLAnchorElement>('.variant-option').forEach(link => {
+        link.addEventListener('click', (e) => {
+          const variant = link.dataset.variant;
+          if (variant && variant !== SITE_VARIANT) {
+            e.preventDefault();
+            localStorage.setItem('worldmonitor-variant', variant);
+            window.location.reload();
+          }
+        });
+      });
+    }
+
+    // Fullscreen toggle
+    const fullscreenBtn = document.getElementById('fullscreenBtn');
+    if (!this.isDesktopApp && fullscreenBtn) {
+      fullscreenBtn.addEventListener('click', () => this.toggleFullscreen());
+      this.boundFullscreenHandler = () => {
+        fullscreenBtn.textContent = document.fullscreenElement ? '⛶' : '⛶';
+        fullscreenBtn.classList.toggle('active', !!document.fullscreenElement);
+      };
+      document.addEventListener('fullscreenchange', this.boundFullscreenHandler);
+    }
+
+    // Region selector
+    const regionSelect = document.getElementById('regionSelect') as HTMLSelectElement;
+    regionSelect?.addEventListener('change', () => {
+      this.map?.setView(regionSelect.value as MapView);
+    });
+
     // Window resize
-    window.addEventListener('resize', () => {
+    this.boundResizeHandler = () => {
       this.map?.render();
-    });
+    };
+    window.addEventListener('resize', this.boundResizeHandler);
 
     // Map section resize handle
     this.setupMapResize();
+
+    // Map pin toggle
+    this.setupMapPin();
+
+    // Pause animations when tab is hidden, unload ML models to free memory
+    this.boundVisibilityHandler = () => {
+      document.body.classList.toggle('animations-paused', document.hidden);
+      if (document.hidden) {
+        mlWorker.unloadOptionalModels();
+      } else {
+        this.resetIdleTimer();
+      }
+    };
+    document.addEventListener('visibilitychange', this.boundVisibilityHandler);
+
+    // Refresh CII when focal points are ready (ensures focal point urgency is factored in)
+    window.addEventListener('focal-points-ready', () => {
+      (this.panels['cii'] as CIIPanel)?.refresh(true); // forceLocal to use focal point data
+    });
+
+    // Idle detection - pause animations after 2 minutes of inactivity
+    this.setupIdleDetection();
+  }
+
+  private setupIdleDetection(): void {
+    this.boundIdleResetHandler = () => {
+      // User is active - resume animations if we were idle
+      if (this.isIdle) {
+        this.isIdle = false;
+        document.body.classList.remove('animations-paused');
+      }
+      this.resetIdleTimer();
+    };
+
+    // Track user activity
+    ['mousedown', 'keydown', 'scroll', 'touchstart', 'mousemove'].forEach(event => {
+      document.addEventListener(event, this.boundIdleResetHandler!, { passive: true });
+    });
+
+    // Start the idle timer
+    this.resetIdleTimer();
+  }
+
+  private resetIdleTimer(): void {
+    if (this.idleTimeoutId) {
+      clearTimeout(this.idleTimeoutId);
+    }
+    this.idleTimeoutId = setTimeout(() => {
+      if (!document.hidden) {
+        this.isIdle = true;
+        document.body.classList.add('animations-paused');
+        console.log('[App] User idle - pausing animations to save resources');
+      }
+    }, this.IDLE_PAUSE_MS);
   }
 
   private setupUrlStateSync(): void {
@@ -807,7 +2301,17 @@ export class App {
       history.replaceState(null, '', shareUrl);
     }, 250);
 
-    this.map.onStateChanged(() => update());
+    this.map.onStateChanged(() => {
+      update();
+      // Sync header region selector with map view
+      const regionSelect = document.getElementById('regionSelect') as HTMLSelectElement;
+      if (regionSelect && this.map) {
+        const state = this.map.getState();
+        if (regionSelect.value !== state.view) {
+          regionSelect.value = state.view;
+        }
+      }
+    });
     update();
   }
 
@@ -822,6 +2326,7 @@ export class App {
       center,
       timeRange: state.timeRange,
       layers: state.layers,
+      country: this.countryBriefPage?.isVisible() ? (this.countryBriefPage.getCode() ?? undefined) : undefined,
     });
   }
 
@@ -851,11 +2356,12 @@ export class App {
     }, 1500);
   }
 
-  private setActiveViewButton(view: 'global' | 'us' | 'mena'): void {
-    document.querySelectorAll('.view-btn').forEach((btn) => {
-      const isActive = (btn as HTMLElement).dataset.view === view;
-      btn.classList.toggle('active', isActive);
-    });
+  private toggleFullscreen(): void {
+    if (document.fullscreenElement) {
+      document.exitFullscreen();
+    } else {
+      document.documentElement.requestFullscreen();
+    }
   }
 
   private setupMapResize(): void {
@@ -885,7 +2391,7 @@ export class App {
     document.addEventListener('mousemove', (e) => {
       if (!isResizing) return;
       const deltaY = e.clientY - startY;
-      const newHeight = Math.max(400, Math.min(startHeight + deltaY, window.innerHeight * 0.85));
+      const newHeight = Math.max(400, Math.min(startHeight + deltaY, window.innerHeight - 60));
       mapSection.style.height = `${newHeight}px`;
       this.map?.render();
     });
@@ -901,9 +2407,29 @@ export class App {
     });
   }
 
+  private setupMapPin(): void {
+    const mapSection = document.getElementById('mapSection');
+    const pinBtn = document.getElementById('mapPinBtn');
+    if (!mapSection || !pinBtn) return;
+
+    // Load saved pin state
+    const isPinned = localStorage.getItem('map-pinned') === 'true';
+    if (isPinned) {
+      mapSection.classList.add('pinned');
+      pinBtn.classList.add('active');
+    }
+
+    pinBtn.addEventListener('click', () => {
+      const nowPinned = mapSection.classList.toggle('pinned');
+      pinBtn.classList.toggle('active', nowPinned);
+      localStorage.setItem('map-pinned', String(nowPinned));
+    });
+  }
+
   private renderPanelToggles(): void {
     const container = document.getElementById('panelToggles')!;
     container.innerHTML = Object.entries(this.panelSettings)
+      .filter(([key]) => key !== 'runtime-config' || this.isDesktopApp)
       .map(
         ([key, panel]) => `
         <div class="panel-toggle-item ${panel.enabled ? 'active' : ''}" data-panel="${key}">
@@ -918,14 +2444,106 @@ export class App {
       item.addEventListener('click', () => {
         const panelKey = (item as HTMLElement).dataset.panel!;
         const config = this.panelSettings[panelKey];
+        console.log('[Panel Toggle] Clicked:', panelKey, 'Current enabled:', config?.enabled);
         if (config) {
           config.enabled = !config.enabled;
+          console.log('[Panel Toggle] New enabled:', config.enabled);
           saveToStorage(STORAGE_KEYS.panels, this.panelSettings);
           this.renderPanelToggles();
           this.applyPanelSettings();
+          console.log('[Panel Toggle] After apply - config.enabled:', this.panelSettings[panelKey]?.enabled);
+        }
+      });
+    });
+  }
+
+  private getAllSourceNames(): string[] {
+    const sources = new Set<string>();
+    Object.values(FEEDS).forEach(feeds => {
+      if (feeds) feeds.forEach(f => sources.add(f.name));
+    });
+    INTEL_SOURCES.forEach(f => sources.add(f.name));
+    return Array.from(sources).sort((a, b) => a.localeCompare(b));
+  }
+
+  private renderSourceToggles(filter = ''): void {
+    const container = document.getElementById('sourceToggles')!;
+    const allSources = this.getAllSourceNames();
+    const filterLower = filter.toLowerCase();
+    const filteredSources = filter
+      ? allSources.filter(s => s.toLowerCase().includes(filterLower))
+      : allSources;
+
+    container.innerHTML = filteredSources.map(source => {
+      const isEnabled = !this.disabledSources.has(source);
+      const escaped = escapeHtml(source);
+      return `
+        <div class="source-toggle-item ${isEnabled ? 'active' : ''}" data-source="${escaped}">
+          <div class="source-toggle-checkbox">${isEnabled ? '✓' : ''}</div>
+          <span class="source-toggle-label">${escaped}</span>
+        </div>
+      `;
+    }).join('');
+
+    container.querySelectorAll('.source-toggle-item').forEach(item => {
+      item.addEventListener('click', () => {
+        const sourceName = (item as HTMLElement).dataset.source!;
+        if (this.disabledSources.has(sourceName)) {
+          this.disabledSources.delete(sourceName);
+        } else {
+          this.disabledSources.add(sourceName);
         }
+        saveToStorage(STORAGE_KEYS.disabledFeeds, Array.from(this.disabledSources));
+        this.renderSourceToggles(filter);
       });
     });
+
+    // Update counter
+    const enabledCount = allSources.length - this.disabledSources.size;
+    const counterEl = document.getElementById('sourcesCounter');
+    if (counterEl) {
+      counterEl.textContent = `${enabledCount}/${allSources.length} enabled`;
+    }
+  }
+
+  private setupSourcesModal(): void {
+    document.getElementById('sourcesBtn')?.addEventListener('click', () => {
+      document.getElementById('sourcesModal')?.classList.add('active');
+      // Clear search and show all sources on open
+      const searchInput = document.getElementById('sourcesSearch') as HTMLInputElement | null;
+      if (searchInput) searchInput.value = '';
+      this.renderSourceToggles();
+    });
+
+    document.getElementById('sourcesModalClose')?.addEventListener('click', () => {
+      document.getElementById('sourcesModal')?.classList.remove('active');
+    });
+
+    document.getElementById('sourcesModal')?.addEventListener('click', (e) => {
+      if ((e.target as HTMLElement).classList.contains('modal-overlay')) {
+        document.getElementById('sourcesModal')?.classList.remove('active');
+      }
+    });
+
+    document.getElementById('sourcesSearch')?.addEventListener('input', (e) => {
+      const filter = (e.target as HTMLInputElement).value;
+      this.renderSourceToggles(filter);
+    });
+
+    document.getElementById('sourcesSelectAll')?.addEventListener('click', () => {
+      this.disabledSources.clear();
+      saveToStorage(STORAGE_KEYS.disabledFeeds, []);
+      const filter = (document.getElementById('sourcesSearch') as HTMLInputElement)?.value || '';
+      this.renderSourceToggles(filter);
+    });
+
+    document.getElementById('sourcesSelectNone')?.addEventListener('click', () => {
+      const allSources = this.getAllSourceNames();
+      this.disabledSources = new Set(allSources);
+      saveToStorage(STORAGE_KEYS.disabledFeeds, allSources);
+      const filter = (document.getElementById('sourcesSearch') as HTMLInputElement)?.value || '';
+      this.renderSourceToggles(filter);
+    });
   }
 
   private applyPanelSettings(): void {
@@ -942,44 +2560,243 @@ export class App {
     });
   }
 
-  private updateTime(): void {
-    const now = new Date();
-    const el = document.getElementById('timeDisplay');
-    if (el) {
-      el.textContent = now.toUTCString().split(' ')[4] + ' UTC';
+  private updateTime(): void {
+    const now = new Date();
+    const el = document.getElementById('timeDisplay');
+    if (el) {
+      el.textContent = now.toUTCString().split(' ')[4] + ' UTC';
+    }
+  }
+
+  private async loadAllData(): Promise<void> {
+    const runGuarded = async (name: string, fn: () => Promise<void>): Promise<void> => {
+      if (this.inFlight.has(name)) return;
+      this.inFlight.add(name);
+      try {
+        await fn();
+      } finally {
+        this.inFlight.delete(name);
+      }
+    };
+
+    const tasks: Array<{ name: string; task: Promise<void> }> = [
+      { name: 'news', task: runGuarded('news', () => this.loadNews()) },
+      { name: 'markets', task: runGuarded('markets', () => this.loadMarkets()) },
+      { name: 'predictions', task: runGuarded('predictions', () => this.loadPredictions()) },
+      { name: 'pizzint', task: runGuarded('pizzint', () => this.loadPizzInt()) },
+      { name: 'fred', task: runGuarded('fred', () => this.loadFredData()) },
+      { name: 'oil', task: runGuarded('oil', () => this.loadOilAnalytics()) },
+      { name: 'spending', task: runGuarded('spending', () => this.loadGovernmentSpending()) },
+    ];
+
+    // Load intelligence signals for CII calculation (protests, military, outages)
+    // Only for geopolitical variant - tech variant doesn't need CII/focal points
+    if (SITE_VARIANT === 'full') {
+      tasks.push({ name: 'intelligence', task: runGuarded('intelligence', () => this.loadIntelligenceSignals()) });
+    }
+
+    // Conditionally load non-intelligence layers
+    // NOTE: outages, protests, military are handled by loadIntelligenceSignals() above
+    // They update the map when layers are enabled, so no duplicate tasks needed here
+    if (SITE_VARIANT === 'full') tasks.push({ name: 'firms', task: runGuarded('firms', () => this.loadFirmsData()) });
+    if (this.mapLayers.natural) tasks.push({ name: 'natural', task: runGuarded('natural', () => this.loadNatural()) });
+    if (this.mapLayers.weather) tasks.push({ name: 'weather', task: runGuarded('weather', () => this.loadWeatherAlerts()) });
+    if (this.mapLayers.ais) tasks.push({ name: 'ais', task: runGuarded('ais', () => this.loadAisSignals()) });
+    if (this.mapLayers.cables) tasks.push({ name: 'cables', task: runGuarded('cables', () => this.loadCableActivity()) });
+    if (this.mapLayers.flights) tasks.push({ name: 'flights', task: runGuarded('flights', () => this.loadFlightDelays()) });
+    if (CYBER_LAYER_ENABLED && this.mapLayers.cyberThreats) tasks.push({ name: 'cyberThreats', task: runGuarded('cyberThreats', () => this.loadCyberThreats()) });
+    if (this.mapLayers.techEvents || SITE_VARIANT === 'tech') tasks.push({ name: 'techEvents', task: runGuarded('techEvents', () => this.loadTechEvents()) });
+
+    // Tech Readiness panel (tech variant only)
+    if (SITE_VARIANT === 'tech') {
+      tasks.push({ name: 'techReadiness', task: runGuarded('techReadiness', () => (this.panels['tech-readiness'] as TechReadinessPanel)?.refresh()) });
+    }
+
+    // Use allSettled to ensure all tasks complete and search index always updates
+    const results = await Promise.allSettled(tasks.map(t => t.task));
+
+    // Log any failures but don't block
+    results.forEach((result, idx) => {
+      if (result.status === 'rejected') {
+        console.error(`[App] ${tasks[idx]?.name} load failed:`, result.reason);
+      }
+    });
+
+    // Always update search index regardless of individual task failures
+    this.updateSearchIndex();
+  }
+
+  private async loadDataForLayer(layer: keyof MapLayers): Promise<void> {
+    if (this.inFlight.has(layer)) return;
+    this.inFlight.add(layer);
+    this.map?.setLayerLoading(layer, true);
+    try {
+      switch (layer) {
+        case 'natural':
+          await this.loadNatural();
+          break;
+        case 'fires':
+          await this.loadFirmsData();
+          break;
+        case 'weather':
+          await this.loadWeatherAlerts();
+          break;
+        case 'outages':
+          await this.loadOutages();
+          break;
+        case 'cyberThreats':
+          await this.loadCyberThreats();
+          break;
+        case 'ais':
+          await this.loadAisSignals();
+          break;
+        case 'cables':
+          await this.loadCableActivity();
+          break;
+        case 'protests':
+          await this.loadProtests();
+          break;
+        case 'flights':
+          await this.loadFlightDelays();
+          break;
+        case 'military':
+          await this.loadMilitary();
+          break;
+        case 'techEvents':
+          console.log('[loadDataForLayer] Loading techEvents...');
+          await this.loadTechEvents();
+          console.log('[loadDataForLayer] techEvents loaded');
+          break;
+        case 'ucdpEvents':
+        case 'displacement':
+        case 'climate':
+          await this.loadIntelligenceSignals();
+          break;
+      }
+    } finally {
+      this.inFlight.delete(layer);
+      this.map?.setLayerLoading(layer, false);
+    }
+  }
+
+  private findFlashLocation(title: string): { lat: number; lon: number } | null {
+    const titleLower = title.toLowerCase();
+    let bestMatch: { lat: number; lon: number; matches: number } | null = null;
+
+    const countKeywordMatches = (keywords: string[] | undefined): number => {
+      if (!keywords) return 0;
+      let matches = 0;
+      for (const keyword of keywords) {
+        const cleaned = keyword.trim().toLowerCase();
+        if (cleaned.length >= 3 && titleLower.includes(cleaned)) {
+          matches++;
+        }
+      }
+      return matches;
+    };
+
+    for (const hotspot of INTEL_HOTSPOTS) {
+      const matches = countKeywordMatches(hotspot.keywords);
+      if (matches > 0 && (!bestMatch || matches > bestMatch.matches)) {
+        bestMatch = { lat: hotspot.lat, lon: hotspot.lon, matches };
+      }
+    }
+
+    for (const conflict of CONFLICT_ZONES) {
+      const matches = countKeywordMatches(conflict.keywords);
+      if (matches > 0 && (!bestMatch || matches > bestMatch.matches)) {
+        bestMatch = { lat: conflict.center[1], lon: conflict.center[0], matches };
+      }
+    }
+
+    return bestMatch;
+  }
+
+  private flashMapForNews(items: NewsItem[]): void {
+    if (!this.map || !this.initialLoadComplete) return;
+    const now = Date.now();
+
+    for (const [key, timestamp] of this.mapFlashCache.entries()) {
+      if (now - timestamp > this.MAP_FLASH_COOLDOWN_MS) {
+        this.mapFlashCache.delete(key);
+      }
     }
-  }
 
-  private async loadAllData(): Promise<void> {
-    await Promise.all([
-      this.loadNews(),
-      this.loadMarkets(),
-      this.loadPredictions(),
-      this.loadEarthquakes(),
-      this.loadWeatherAlerts(),
-      this.loadFredData(),
-      this.loadOutages(),
-      this.loadAisSignals(),
-      this.loadCableActivity(),
-      this.loadProtests(),
-    ]);
+    for (const item of items) {
+      const cacheKey = `${item.source}|${item.link || item.title}`;
+      const lastSeen = this.mapFlashCache.get(cacheKey);
+      if (lastSeen && now - lastSeen < this.MAP_FLASH_COOLDOWN_MS) {
+        continue;
+      }
 
-    // Update search index after all data loads
-    this.updateSearchIndex();
+      const location = this.findFlashLocation(item.title);
+      if (!location) continue;
+
+      this.map.flashLocation(location.lat, location.lon);
+      this.mapFlashCache.set(cacheKey, now);
+    }
   }
 
   private async loadNewsCategory(category: string, feeds: typeof FEEDS.politics): Promise<NewsItem[]> {
     try {
       const panel = this.newsPanels[category];
-      const items = await fetchCategoryFeeds(feeds ?? [], {
-        onBatch: (partialItems) => {
-          if (panel) {
-            panel.renderNews(partialItems);
+      const renderIntervalMs = 250;
+      let lastRenderTime = 0;
+      let renderTimeout: ReturnType<typeof setTimeout> | null = null;
+      let pendingItems: NewsItem[] | null = null;
+
+      // Filter out disabled sources
+      const enabledFeeds = (feeds ?? []).filter(f => !this.disabledSources.has(f.name));
+      if (enabledFeeds.length === 0) {
+        if (panel) panel.showError('All sources disabled');
+        this.statusPanel?.updateFeed(category.charAt(0).toUpperCase() + category.slice(1), {
+          status: 'ok',
+          itemCount: 0,
+        });
+        return [];
+      }
+
+      const flushPendingRender = () => {
+        if (!panel || !pendingItems) return;
+        panel.renderNews(pendingItems);
+        pendingItems = null;
+        lastRenderTime = Date.now();
+      };
+
+      const scheduleRender = (partialItems: NewsItem[]) => {
+        if (!panel) return;
+        pendingItems = partialItems;
+        const elapsed = Date.now() - lastRenderTime;
+        if (elapsed >= renderIntervalMs) {
+          if (renderTimeout) {
+            clearTimeout(renderTimeout);
+            renderTimeout = null;
           }
+          flushPendingRender();
+          return;
+        }
+
+        if (!renderTimeout) {
+          renderTimeout = setTimeout(() => {
+            renderTimeout = null;
+            flushPendingRender();
+          }, renderIntervalMs - elapsed);
+        }
+      };
+
+      const items = await fetchCategoryFeeds(enabledFeeds, {
+        onBatch: (partialItems) => {
+          scheduleRender(partialItems);
+          this.flashMapForNews(partialItems);
         },
       });
 
       if (panel) {
+        if (renderTimeout) {
+          clearTimeout(renderTimeout);
+          renderTimeout = null;
+          pendingItems = null;
+        }
         panel.renderNews(items);
 
         const baseline = await updateBaseline(`news:${category}`, items.length);
@@ -1005,35 +2822,89 @@ export class App {
   }
 
   private async loadNews(): Promise<void> {
-    this.allNews = [];
-
-    const categories = [
+    // Build categories dynamically based on what feeds exist
+    const allCategories = [
       { key: 'politics', feeds: FEEDS.politics },
       { key: 'tech', feeds: FEEDS.tech },
       { key: 'finance', feeds: FEEDS.finance },
       { key: 'gov', feeds: FEEDS.gov },
       { key: 'middleeast', feeds: FEEDS.middleeast },
+      { key: 'africa', feeds: FEEDS.africa },
+      { key: 'latam', feeds: FEEDS.latam },
+      { key: 'asia', feeds: FEEDS.asia },
+      { key: 'energy', feeds: FEEDS.energy },
       { key: 'layoffs', feeds: FEEDS.layoffs },
-      { key: 'congress', feeds: FEEDS.congress },
       { key: 'ai', feeds: FEEDS.ai },
       { key: 'thinktanks', feeds: FEEDS.thinktanks },
+      // Tech variant categories
+      { key: 'startups', feeds: FEEDS.startups },
+      { key: 'vcblogs', feeds: FEEDS.vcblogs },
+      { key: 'regionalStartups', feeds: FEEDS.regionalStartups },
+      { key: 'unicorns', feeds: FEEDS.unicorns },
+      { key: 'accelerators', feeds: FEEDS.accelerators },
+      { key: 'funding', feeds: FEEDS.funding },
+      { key: 'producthunt', feeds: FEEDS.producthunt },
+      { key: 'security', feeds: FEEDS.security },
+      { key: 'policy', feeds: FEEDS.policy },
+      { key: 'hardware', feeds: FEEDS.hardware },
+      { key: 'cloud', feeds: FEEDS.cloud },
+      { key: 'dev', feeds: FEEDS.dev },
+      { key: 'github', feeds: FEEDS.github },
+      { key: 'ipo', feeds: FEEDS.ipo },
     ];
+    // Filter to only categories that have feeds defined
+    const categories = allCategories.filter(c => c.feeds && c.feeds.length > 0);
 
-    for (const { key, feeds } of categories) {
-      const items = await this.loadNewsCategory(key, feeds);
-      this.allNews.push(...items);
-    }
+    // Fetch all categories in parallel
+    const categoryResults = await Promise.allSettled(
+      categories.map(({ key, feeds }) => this.loadNewsCategory(key, feeds))
+    );
+
+    // Collect successful results
+    const collectedNews: NewsItem[] = [];
+    categoryResults.forEach((result, idx) => {
+      if (result.status === 'fulfilled') {
+        collectedNews.push(...result.value);
+      } else {
+        console.error(`[App] News category ${categories[idx]?.key} failed:`, result.reason);
+      }
+    });
 
-    // Intel (uses different source)
-    const intel = await fetchCategoryFeeds(INTEL_SOURCES);
-    const intelPanel = this.newsPanels['intel'];
-    if (intelPanel) {
-      intelPanel.renderNews(intel);
-      const baseline = await updateBaseline('news:intel', intel.length);
-      const deviation = calculateDeviation(intel.length, baseline);
-      intelPanel.setDeviation(deviation.zScore, deviation.percentChange, deviation.level);
+    // Intel (uses different source) - full variant only (defense/military news)
+    if (SITE_VARIANT === 'full') {
+      const enabledIntelSources = INTEL_SOURCES.filter(f => !this.disabledSources.has(f.name));
+      const intelPanel = this.newsPanels['intel'];
+      if (enabledIntelSources.length === 0) {
+        if (intelPanel) intelPanel.showError('All Intel sources disabled');
+        this.statusPanel?.updateFeed('Intel', { status: 'ok', itemCount: 0 });
+      } else {
+        const intelResult = await Promise.allSettled([fetchCategoryFeeds(enabledIntelSources)]);
+        if (intelResult[0]?.status === 'fulfilled') {
+          const intel = intelResult[0].value;
+          if (intelPanel) {
+            intelPanel.renderNews(intel);
+            const baseline = await updateBaseline('news:intel', intel.length);
+            const deviation = calculateDeviation(intel.length, baseline);
+            intelPanel.setDeviation(deviation.zScore, deviation.percentChange, deviation.level);
+          }
+          this.statusPanel?.updateFeed('Intel', { status: 'ok', itemCount: intel.length });
+          collectedNews.push(...intel);
+          this.flashMapForNews(intel);
+        } else {
+          console.error('[App] Intel feed failed:', intelResult[0]?.reason);
+        }
+      }
     }
-    this.allNews.push(...intel);
+
+    this.allNews = collectedNews;
+    this.initialLoadComplete = true;
+    maybeShowDownloadBanner();
+    // Temporal baseline: report news volume
+    updateAndCheck([
+      { type: 'news', region: 'global', count: collectedNews.length },
+    ]).then(anomalies => {
+      if (anomalies.length > 0) signalAggregator.ingestTemporalAnomalies(anomalies);
+    }).catch(() => {});
 
     // Update map hotspots
     this.map?.updateHotspotActivity(this.allNews);
@@ -1041,8 +2912,33 @@ export class App {
     // Update monitors
     this.updateMonitorResults();
 
-    // Update clusters for correlation analysis
-    this.latestClusters = clusterNews(this.allNews);
+    // Update clusters for correlation analysis (hybrid: semantic + Jaccard when ML available)
+    try {
+      this.latestClusters = mlWorker.isAvailable
+        ? await clusterNewsHybrid(this.allNews)
+        : await analysisWorker.clusterNews(this.allNews);
+
+      // Update AI Insights panel with new clusters (if ML available)
+      if (mlWorker.isAvailable && this.latestClusters.length > 0) {
+        const insightsPanel = this.panels['insights'] as InsightsPanel | undefined;
+        insightsPanel?.updateInsights(this.latestClusters);
+      }
+
+      // Push geo-located news clusters to map
+      const geoLocated = this.latestClusters
+        .filter((c): c is typeof c & { lat: number; lon: number } => c.lat != null && c.lon != null)
+        .map(c => ({
+          lat: c.lat,
+          lon: c.lon,
+          title: c.primaryTitle,
+          threatLevel: c.threat?.level ?? 'info',
+        }));
+      if (geoLocated.length > 0) {
+        this.map?.setNewsLocations(geoLocated);
+      }
+    } catch (error) {
+      console.error('[App] Clustering failed, clusters unchanged:', error);
+    }
   }
 
   private async loadMarkets(): Promise<void> {
@@ -1056,7 +2952,7 @@ export class App {
       });
       this.latestMarkets = stocks;
       (this.panels['markets'] as MarketPanel).renderMarkets(stocks);
-      this.statusPanel?.updateApi('Alpha Vantage', { status: 'ok' });
+      this.statusPanel?.updateApi('Finnhub', { status: 'ok' });
 
       // Sectors
       const sectors = await fetchMultipleStocks(
@@ -1081,15 +2977,16 @@ export class App {
               display: c.display,
               price: c.price,
               change: c.change,
+              sparkline: c.sparkline,
             }))
           );
         },
       });
       (this.panels['commodities'] as CommoditiesPanel).renderCommodities(
-        commodities.map((c) => ({ display: c.display, price: c.price, change: c.change }))
+        commodities.map((c) => ({ display: c.display, price: c.price, change: c.change, sparkline: c.sparkline }))
       );
     } catch {
-      this.statusPanel?.updateApi('Alpha Vantage', { status: 'error' });
+      this.statusPanel?.updateApi('Finnhub', { status: 'error' });
     }
 
     try {
@@ -1110,21 +3007,114 @@ export class App {
 
       this.statusPanel?.updateFeed('Polymarket', { status: 'ok', itemCount: predictions.length });
       this.statusPanel?.updateApi('Polymarket', { status: 'ok' });
+      dataFreshness.recordUpdate('polymarket', predictions.length);
 
-      this.runCorrelationAnalysis();
+      // Run correlation analysis in background (fire-and-forget via Web Worker)
+      void this.runCorrelationAnalysis();
     } catch (error) {
       this.statusPanel?.updateFeed('Polymarket', { status: 'error', errorMessage: String(error) });
       this.statusPanel?.updateApi('Polymarket', { status: 'error' });
+      dataFreshness.recordError('polymarket', String(error));
     }
   }
 
-  private async loadEarthquakes(): Promise<void> {
-    try {
-      const earthquakes = await fetchEarthquakes();
-      this.map?.setEarthquakes(earthquakes);
+  private async loadNatural(): Promise<void> {
+    // Load both USGS earthquakes and NASA EONET natural events in parallel
+    const [earthquakeResult, eonetResult] = await Promise.allSettled([
+      fetchEarthquakes(),
+      fetchNaturalEvents(30),
+    ]);
+
+    // Handle earthquakes (USGS)
+    if (earthquakeResult.status === 'fulfilled') {
+      this.intelligenceCache.earthquakes = earthquakeResult.value;
+      this.map?.setEarthquakes(earthquakeResult.value);
+      ingestEarthquakes(earthquakeResult.value);
       this.statusPanel?.updateApi('USGS', { status: 'ok' });
-    } catch {
+      dataFreshness.recordUpdate('usgs', earthquakeResult.value.length);
+    } else {
+      this.intelligenceCache.earthquakes = [];
+      this.map?.setEarthquakes([]);
       this.statusPanel?.updateApi('USGS', { status: 'error' });
+      dataFreshness.recordError('usgs', String(earthquakeResult.reason));
+    }
+
+    // Handle natural events (EONET - storms, fires, volcanoes, etc.)
+    if (eonetResult.status === 'fulfilled') {
+      this.map?.setNaturalEvents(eonetResult.value);
+      this.statusPanel?.updateFeed('EONET', {
+        status: 'ok',
+        itemCount: eonetResult.value.length,
+      });
+      this.statusPanel?.updateApi('NASA EONET', { status: 'ok' });
+    } else {
+      this.map?.setNaturalEvents([]);
+      this.statusPanel?.updateFeed('EONET', { status: 'error', errorMessage: String(eonetResult.reason) });
+      this.statusPanel?.updateApi('NASA EONET', { status: 'error' });
+    }
+
+    // Set layer ready based on combined data
+    const hasEarthquakes = earthquakeResult.status === 'fulfilled' && earthquakeResult.value.length > 0;
+    const hasEonet = eonetResult.status === 'fulfilled' && eonetResult.value.length > 0;
+    this.map?.setLayerReady('natural', hasEarthquakes || hasEonet);
+  }
+
+  private async loadTechEvents(): Promise<void> {
+    console.log('[loadTechEvents] Called. SITE_VARIANT:', SITE_VARIANT, 'techEvents layer:', this.mapLayers.techEvents);
+    // Only load for tech variant or if techEvents layer is enabled
+    if (SITE_VARIANT !== 'tech' && !this.mapLayers.techEvents) {
+      console.log('[loadTechEvents] Skipping - not tech variant and layer disabled');
+      return;
+    }
+
+    try {
+      const res = await fetch('/api/tech-events?type=conference&mappable=true&days=90&limit=50');
+      if (!res.ok) throw new Error(`HTTP ${res.status}`);
+
+      const data = await res.json();
+      if (!data.success) throw new Error(data.error || 'Unknown error');
+
+      // Transform events for map markers
+      const now = new Date();
+      const mapEvents = data.events.map((e: {
+        id: string;
+        title: string;
+        location: string;
+        coords: { lat: number; lng: number; country: string };
+        startDate: string;
+        endDate: string;
+        url: string | null;
+      }) => ({
+        id: e.id,
+        title: e.title,
+        location: e.location,
+        lat: e.coords.lat,
+        lng: e.coords.lng,
+        country: e.coords.country,
+        startDate: e.startDate,
+        endDate: e.endDate,
+        url: e.url,
+        daysUntil: Math.ceil((new Date(e.startDate).getTime() - now.getTime()) / (1000 * 60 * 60 * 24)),
+      }));
+
+      this.map?.setTechEvents(mapEvents);
+      this.map?.setLayerReady('techEvents', mapEvents.length > 0);
+      this.statusPanel?.updateFeed('Tech Events', { status: 'ok', itemCount: mapEvents.length });
+
+      // Register tech events as searchable source
+      if (SITE_VARIANT === 'tech' && this.searchModal) {
+        this.searchModal.registerSource('techevent', mapEvents.map((e: { id: string; title: string; location: string; startDate: string }) => ({
+          id: e.id,
+          title: e.title,
+          subtitle: `${e.location} • ${new Date(e.startDate).toLocaleDateString('en-US', { month: 'short', day: 'numeric', year: 'numeric' })}`,
+          data: e,
+        })));
+      }
+    } catch (error) {
+      console.error('[App] Failed to load tech events:', error);
+      this.map?.setTechEvents([]);
+      this.map?.setLayerReady('techEvents', false);
+      this.statusPanel?.updateFeed('Tech Events', { status: 'error', errorMessage: String(error) });
     }
   }
 
@@ -1132,19 +3122,329 @@ export class App {
     try {
       const alerts = await fetchWeatherAlerts();
       this.map?.setWeatherAlerts(alerts);
+      this.map?.setLayerReady('weather', alerts.length > 0);
       this.statusPanel?.updateFeed('Weather', { status: 'ok', itemCount: alerts.length });
-    } catch {
+      dataFreshness.recordUpdate('weather', alerts.length);
+    } catch (error) {
+      this.map?.setLayerReady('weather', false);
       this.statusPanel?.updateFeed('Weather', { status: 'error' });
+      dataFreshness.recordError('weather', String(error));
+    }
+  }
+
+  // Cache for intelligence data - allows CII to work even when layers are disabled
+  private intelligenceCache: {
+    outages?: InternetOutage[];
+    protests?: { events: SocialUnrestEvent[]; sources: { acled: number; gdelt: number } };
+    military?: { flights: MilitaryFlight[]; flightClusters: MilitaryFlightCluster[]; vessels: MilitaryVessel[]; vesselClusters: MilitaryVesselCluster[] };
+    earthquakes?: import('@/types').Earthquake[];
+  } = {};
+  private cyberThreatsCache: CyberThreat[] | null = null;
+
+  /**
+   * Load intelligence-critical signals for CII/focal point calculation
+   * This runs ALWAYS, regardless of layer visibility
+   * Map rendering is separate and still gated by layer visibility
+   */
+  private async loadIntelligenceSignals(): Promise<void> {
+    const tasks: Promise<void>[] = [];
+
+    // Always fetch outages for CII (internet blackouts = major instability signal)
+    tasks.push((async () => {
+      try {
+        const outages = await fetchInternetOutages();
+        this.intelligenceCache.outages = outages;
+        ingestOutagesForCII(outages);
+        signalAggregator.ingestOutages(outages);
+        dataFreshness.recordUpdate('outages', outages.length);
+        // Update map only if layer is visible
+        if (this.mapLayers.outages) {
+          this.map?.setOutages(outages);
+          this.map?.setLayerReady('outages', outages.length > 0);
+          this.statusPanel?.updateFeed('NetBlocks', { status: 'ok', itemCount: outages.length });
+        }
+      } catch (error) {
+        console.error('[Intelligence] Outages fetch failed:', error);
+        dataFreshness.recordError('outages', String(error));
+      }
+    })());
+
+    // Always fetch protests for CII (unrest = core instability metric)
+    // This task is also used by UCDP deduplication, so keep it as a shared promise.
+    const protestsTask = (async (): Promise<SocialUnrestEvent[]> => {
+      try {
+        const protestData = await fetchProtestEvents();
+        this.intelligenceCache.protests = protestData;
+        ingestProtests(protestData.events);
+        ingestProtestsForCII(protestData.events);
+        signalAggregator.ingestProtests(protestData.events);
+        const protestCount = protestData.sources.acled + protestData.sources.gdelt;
+        if (protestCount > 0) dataFreshness.recordUpdate('acled', protestCount);
+        if (protestData.sources.gdelt > 0) dataFreshness.recordUpdate('gdelt', protestData.sources.gdelt);
+        // Update map only if layer is visible
+        if (this.mapLayers.protests) {
+          this.map?.setProtests(protestData.events);
+          this.map?.setLayerReady('protests', protestData.events.length > 0);
+          const status = getProtestStatus();
+          this.statusPanel?.updateFeed('Protests', {
+            status: 'ok',
+            itemCount: protestData.events.length,
+            errorMessage: status.acledConfigured === false ? 'ACLED not configured - using GDELT only' : undefined,
+          });
+        }
+        return protestData.events;
+      } catch (error) {
+        console.error('[Intelligence] Protests fetch failed:', error);
+        dataFreshness.recordError('acled', String(error));
+        return [];
+      }
+    })();
+    tasks.push(protestsTask.then(() => undefined));
+
+    // Fetch armed conflict events (battles, explosions, violence) for CII
+    tasks.push((async () => {
+      try {
+        const conflictData = await fetchConflictEvents();
+        ingestConflictsForCII(conflictData.events);
+        if (conflictData.count > 0) dataFreshness.recordUpdate('acled_conflict', conflictData.count);
+      } catch (error) {
+        console.error('[Intelligence] Conflict events fetch failed:', error);
+        dataFreshness.recordError('acled_conflict', String(error));
+      }
+    })());
+
+    // Fetch UCDP conflict classifications (war vs minor vs none)
+    tasks.push((async () => {
+      try {
+        const classifications = await fetchUcdpClassifications();
+        ingestUcdpForCII(classifications);
+        if (classifications.size > 0) dataFreshness.recordUpdate('ucdp', classifications.size);
+      } catch (error) {
+        console.error('[Intelligence] UCDP fetch failed:', error);
+        dataFreshness.recordError('ucdp', String(error));
+      }
+    })());
+
+    // Fetch HDX HAPI aggregated conflict data (fallback/validation)
+    tasks.push((async () => {
+      try {
+        const summaries = await fetchHapiSummary();
+        ingestHapiForCII(summaries);
+        if (summaries.size > 0) dataFreshness.recordUpdate('hapi', summaries.size);
+      } catch (error) {
+        console.error('[Intelligence] HAPI fetch failed:', error);
+        dataFreshness.recordError('hapi', String(error));
+      }
+    })());
+
+    // Always fetch military for CII (security = core instability metric)
+    tasks.push((async () => {
+      try {
+        if (isMilitaryVesselTrackingConfigured()) {
+          initMilitaryVesselStream();
+        }
+        const [flightData, vesselData] = await Promise.all([
+          fetchMilitaryFlights(),
+          fetchMilitaryVessels(),
+        ]);
+        this.intelligenceCache.military = {
+          flights: flightData.flights,
+          flightClusters: flightData.clusters,
+          vessels: vesselData.vessels,
+          vesselClusters: vesselData.clusters,
+        };
+        ingestFlights(flightData.flights);
+        ingestVessels(vesselData.vessels);
+        ingestMilitaryForCII(flightData.flights, vesselData.vessels);
+        signalAggregator.ingestFlights(flightData.flights);
+        signalAggregator.ingestVessels(vesselData.vessels);
+        dataFreshness.recordUpdate('opensky', flightData.flights.length);
+        // Temporal baseline: report counts and check for anomalies
+        updateAndCheck([
+          { type: 'military_flights', region: 'global', count: flightData.flights.length },
+          { type: 'vessels', region: 'global', count: vesselData.vessels.length },
+        ]).then(anomalies => {
+          if (anomalies.length > 0) signalAggregator.ingestTemporalAnomalies(anomalies);
+        }).catch(() => {});
+        // Update map only if layer is visible
+        if (this.mapLayers.military) {
+          this.map?.setMilitaryFlights(flightData.flights, flightData.clusters);
+          this.map?.setMilitaryVessels(vesselData.vessels, vesselData.clusters);
+          this.map?.updateMilitaryForEscalation(flightData.flights, vesselData.vessels);
+          const militaryCount = flightData.flights.length + vesselData.vessels.length;
+          this.statusPanel?.updateFeed('Military', {
+            status: militaryCount > 0 ? 'ok' : 'warning',
+            itemCount: militaryCount,
+          });
+        }
+        // Detect military airlift surges and foreign presence (suppress during learning mode)
+        if (!isInLearningMode()) {
+          const surgeAlerts = analyzeFlightsForSurge(flightData.flights);
+          if (surgeAlerts.length > 0) {
+            const surgeSignals = surgeAlerts.map(surgeAlertToSignal);
+            addToSignalHistory(surgeSignals);
+            this.signalModal?.show(surgeSignals);
+          }
+          const foreignAlerts = detectForeignMilitaryPresence(flightData.flights);
+          if (foreignAlerts.length > 0) {
+            const foreignSignals = foreignAlerts.map(foreignPresenceToSignal);
+            addToSignalHistory(foreignSignals);
+            this.signalModal?.show(foreignSignals);
+          }
+        }
+      } catch (error) {
+        console.error('[Intelligence] Military fetch failed:', error);
+        dataFreshness.recordError('opensky', String(error));
+      }
+    })());
+
+    // Fetch UCDP georeferenced events (battles, one-sided violence, non-state conflict)
+    tasks.push((async () => {
+      try {
+        const [result, protestEvents] = await Promise.all([
+          fetchUcdpEvents(),
+          protestsTask,
+        ]);
+        if (!result.success) {
+          dataFreshness.recordError('ucdp_events', 'UCDP events unavailable (retaining prior event state)');
+          return;
+        }
+        const acledEvents = protestEvents.map(e => ({
+          latitude: e.lat, longitude: e.lon, event_date: e.time.toISOString(), fatalities: e.fatalities ?? 0,
+        }));
+        const events = deduplicateAgainstAcled(result.data, acledEvents);
+        (this.panels['ucdp-events'] as UcdpEventsPanel)?.setEvents(events);
+        if (this.mapLayers.ucdpEvents) {
+          this.map?.setUcdpEvents(events);
+        }
+        if (events.length > 0) dataFreshness.recordUpdate('ucdp_events', events.length);
+      } catch (error) {
+        console.error('[Intelligence] UCDP events fetch failed:', error);
+        dataFreshness.recordError('ucdp_events', String(error));
+      }
+    })());
+
+    // Fetch UNHCR displacement data (refugees, asylum seekers, IDPs)
+    tasks.push((async () => {
+      try {
+        const unhcrResult = await fetchUnhcrPopulation();
+        if (!unhcrResult.ok) {
+          dataFreshness.recordError('unhcr', 'UNHCR displacement unavailable (retaining prior displacement state)');
+          return;
+        }
+        const data = unhcrResult.data;
+        (this.panels['displacement'] as DisplacementPanel)?.setData(data);
+        ingestDisplacementForCII(data.countries);
+        if (this.mapLayers.displacement && data.topFlows) {
+          this.map?.setDisplacementFlows(data.topFlows);
+        }
+        if (data.countries.length > 0) dataFreshness.recordUpdate('unhcr', data.countries.length);
+      } catch (error) {
+        console.error('[Intelligence] UNHCR displacement fetch failed:', error);
+        dataFreshness.recordError('unhcr', String(error));
+      }
+    })());
+
+    // Fetch climate anomalies (temperature/precipitation deviations)
+    tasks.push((async () => {
+      try {
+        const climateResult = await fetchClimateAnomalies();
+        if (!climateResult.ok) {
+          dataFreshness.recordError('climate', 'Climate anomalies unavailable (retaining prior climate state)');
+          return;
+        }
+        const anomalies = climateResult.anomalies;
+        (this.panels['climate'] as ClimateAnomalyPanel)?.setAnomalies(anomalies);
+        ingestClimateForCII(anomalies);
+        if (this.mapLayers.climate) {
+          this.map?.setClimateAnomalies(anomalies);
+        }
+        if (anomalies.length > 0) dataFreshness.recordUpdate('climate', anomalies.length);
+      } catch (error) {
+        console.error('[Intelligence] Climate anomalies fetch failed:', error);
+        dataFreshness.recordError('climate', String(error));
+      }
+    })());
+
+    await Promise.allSettled(tasks);
+
+    // Fetch population exposure estimates after upstream intelligence loads complete.
+    // This avoids race conditions where UCDP/protest data is still in-flight.
+    try {
+      const ucdpEvts = (this.panels['ucdp-events'] as UcdpEventsPanel)?.getEvents?.() || [];
+      const events = [
+        ...(this.intelligenceCache.protests?.events || []).slice(0, 10).map(e => ({
+          id: e.id, lat: e.lat, lon: e.lon, type: 'conflict' as const, name: e.title || 'Protest',
+        })),
+        ...ucdpEvts.slice(0, 10).map(e => ({
+          id: e.id, lat: e.latitude, lon: e.longitude, type: e.type_of_violence as string, name: `${e.side_a} vs ${e.side_b}`,
+        })),
+      ];
+      if (events.length > 0) {
+        const exposures = await enrichEventsWithExposure(events);
+        (this.panels['population-exposure'] as PopulationExposurePanel)?.setExposures(exposures);
+        if (exposures.length > 0) dataFreshness.recordUpdate('worldpop', exposures.length);
+      }
+    } catch (error) {
+      console.error('[Intelligence] Population exposure fetch failed:', error);
+      dataFreshness.recordError('worldpop', String(error));
     }
+
+    // Now trigger CII refresh with all intelligence data
+    (this.panels['cii'] as CIIPanel)?.refresh();
+    console.log('[Intelligence] All signals loaded for CII calculation');
   }
 
   private async loadOutages(): Promise<void> {
+    // Use cached data if available
+    if (this.intelligenceCache.outages) {
+      const outages = this.intelligenceCache.outages;
+      this.map?.setOutages(outages);
+      this.map?.setLayerReady('outages', outages.length > 0);
+      this.statusPanel?.updateFeed('NetBlocks', { status: 'ok', itemCount: outages.length });
+      return;
+    }
     try {
       const outages = await fetchInternetOutages();
+      this.intelligenceCache.outages = outages;
       this.map?.setOutages(outages);
+      this.map?.setLayerReady('outages', outages.length > 0);
+      ingestOutagesForCII(outages);
+      signalAggregator.ingestOutages(outages);
       this.statusPanel?.updateFeed('NetBlocks', { status: 'ok', itemCount: outages.length });
-    } catch {
+      dataFreshness.recordUpdate('outages', outages.length);
+    } catch (error) {
+      this.map?.setLayerReady('outages', false);
       this.statusPanel?.updateFeed('NetBlocks', { status: 'error' });
+      dataFreshness.recordError('outages', String(error));
+    }
+  }
+
+  private async loadCyberThreats(): Promise<void> {
+    if (!CYBER_LAYER_ENABLED) {
+      this.mapLayers.cyberThreats = false;
+      this.map?.setLayerReady('cyberThreats', false);
+      return;
+    }
+
+    if (this.cyberThreatsCache) {
+      this.map?.setCyberThreats(this.cyberThreatsCache);
+      this.map?.setLayerReady('cyberThreats', this.cyberThreatsCache.length > 0);
+      this.statusPanel?.updateFeed('Cyber Threats', { status: 'ok', itemCount: this.cyberThreatsCache.length });
+      return;
+    }
+
+    try {
+      const threats = await fetchCyberThreats({ limit: 500, days: 14 });
+      this.cyberThreatsCache = threats;
+      this.map?.setCyberThreats(threats);
+      this.map?.setLayerReady('cyberThreats', threats.length > 0);
+      this.statusPanel?.updateFeed('Cyber Threats', { status: 'ok', itemCount: threats.length });
+      dataFreshness.recordUpdate('cyber_threats', threats.length);
+    } catch (error) {
+      this.map?.setLayerReady('cyberThreats', false);
+      this.statusPanel?.updateFeed('Cyber Threats', { status: 'error', errorMessage: String(error) });
+      dataFreshness.recordError('cyber_threats', String(error));
     }
   }
 
@@ -1152,30 +3452,70 @@ export class App {
     try {
       const { disruptions, density } = await fetchAisSignals();
       const aisStatus = getAisStatus();
+      console.log('[Ships] Events:', { disruptions: disruptions.length, density: density.length, vessels: aisStatus.vessels });
       this.map?.setAisData(disruptions, density);
-
-      if (aisStatus.connected) {
-        this.statusPanel?.updateFeed('AIS', {
-          status: 'ok',
-          itemCount: disruptions.length + density.length,
-        });
-        this.statusPanel?.updateApi('AISStream', { status: 'ok' });
-      } else {
-        this.statusPanel?.updateFeed('AIS', {
-          status: aisStatus.vessels > 0 ? 'ok' : 'error',
-          itemCount: disruptions.length + density.length,
-          errorMessage: aisStatus.vessels === 0 ? 'No API key - set VITE_AISSTREAM_API_KEY' : undefined,
-        });
-        this.statusPanel?.updateApi('AISStream', {
-          status: aisStatus.vessels > 0 ? 'ok' : 'error',
-        });
+      signalAggregator.ingestAisDisruptions(disruptions);
+      // Temporal baseline: report AIS gap counts
+      updateAndCheck([
+        { type: 'ais_gaps', region: 'global', count: disruptions.length },
+      ]).then(anomalies => {
+        if (anomalies.length > 0) signalAggregator.ingestTemporalAnomalies(anomalies);
+      }).catch(() => {});
+
+      const hasData = disruptions.length > 0 || density.length > 0;
+      this.map?.setLayerReady('ais', hasData);
+
+      const shippingCount = disruptions.length + density.length;
+      const shippingStatus = shippingCount > 0 ? 'ok' : (aisStatus.connected ? 'warning' : 'error');
+      this.statusPanel?.updateFeed('Shipping', {
+        status: shippingStatus,
+        itemCount: shippingCount,
+        errorMessage: !aisStatus.connected && shippingCount === 0 ? 'AIS snapshot unavailable' : undefined,
+      });
+      this.statusPanel?.updateApi('AISStream', {
+        status: aisStatus.connected ? 'ok' : 'warning',
+      });
+      if (hasData) {
+        dataFreshness.recordUpdate('ais', shippingCount);
       }
     } catch (error) {
-      this.statusPanel?.updateFeed('AIS', { status: 'error', errorMessage: String(error) });
+      this.map?.setLayerReady('ais', false);
+      this.statusPanel?.updateFeed('Shipping', { status: 'error', errorMessage: String(error) });
       this.statusPanel?.updateApi('AISStream', { status: 'error' });
+      dataFreshness.recordError('ais', String(error));
     }
   }
 
+  private waitForAisData(): void {
+    const maxAttempts = 30;
+    let attempts = 0;
+
+    const checkData = () => {
+      attempts++;
+      const status = getAisStatus();
+
+      if (status.vessels > 0 || status.connected) {
+        this.loadAisSignals();
+        this.map?.setLayerLoading('ais', false);
+        return;
+      }
+
+      if (attempts >= maxAttempts) {
+        this.map?.setLayerLoading('ais', false);
+        this.map?.setLayerReady('ais', false);
+        this.statusPanel?.updateFeed('Shipping', {
+          status: 'error',
+          errorMessage: 'Connection timeout'
+        });
+        return;
+      }
+
+      setTimeout(checkData, 1000);
+    };
+
+    checkData();
+  }
+
   private async loadCableActivity(): Promise<void> {
     try {
       const activity = await fetchCableActivity();
@@ -1188,37 +3528,238 @@ export class App {
   }
 
   private async loadProtests(): Promise<void> {
+    // Use cached data if available (from loadIntelligenceSignals)
+    if (this.intelligenceCache.protests) {
+      const protestData = this.intelligenceCache.protests;
+      this.map?.setProtests(protestData.events);
+      this.map?.setLayerReady('protests', protestData.events.length > 0);
+      const status = getProtestStatus();
+      this.statusPanel?.updateFeed('Protests', {
+        status: 'ok',
+        itemCount: protestData.events.length,
+        errorMessage: status.acledConfigured === false ? 'ACLED not configured - using GDELT only' : undefined,
+      });
+      if (status.acledConfigured === true) {
+        this.statusPanel?.updateApi('ACLED', { status: 'ok' });
+      } else if (status.acledConfigured === null) {
+        this.statusPanel?.updateApi('ACLED', { status: 'warning' });
+      }
+      this.statusPanel?.updateApi('GDELT', { status: 'ok' });
+      return;
+    }
     try {
       const protestData = await fetchProtestEvents();
+      this.intelligenceCache.protests = protestData;
       this.map?.setProtests(protestData.events);
+      this.map?.setLayerReady('protests', protestData.events.length > 0);
+      ingestProtests(protestData.events);
+      ingestProtestsForCII(protestData.events);
+      signalAggregator.ingestProtests(protestData.events);
+      const protestCount = protestData.sources.acled + protestData.sources.gdelt;
+      if (protestCount > 0) dataFreshness.recordUpdate('acled', protestCount);
+      if (protestData.sources.gdelt > 0) dataFreshness.recordUpdate('gdelt', protestData.sources.gdelt);
+      (this.panels['cii'] as CIIPanel)?.refresh();
       const status = getProtestStatus();
-
       this.statusPanel?.updateFeed('Protests', {
         status: 'ok',
         itemCount: protestData.events.length,
-        errorMessage: !status.acledConfigured ? 'ACLED not configured - using GDELT only' : undefined,
+        errorMessage: status.acledConfigured === false ? 'ACLED not configured - using GDELT only' : undefined,
       });
-
-      if (status.acledConfigured) {
+      if (status.acledConfigured === true) {
         this.statusPanel?.updateApi('ACLED', { status: 'ok' });
+      } else if (status.acledConfigured === null) {
+        this.statusPanel?.updateApi('ACLED', { status: 'warning' });
       }
       this.statusPanel?.updateApi('GDELT', { status: 'ok' });
     } catch (error) {
+      this.map?.setLayerReady('protests', false);
       this.statusPanel?.updateFeed('Protests', { status: 'error', errorMessage: String(error) });
       this.statusPanel?.updateApi('ACLED', { status: 'error' });
       this.statusPanel?.updateApi('GDELT', { status: 'error' });
     }
   }
 
+  private async loadFlightDelays(): Promise<void> {
+    try {
+      const delays = await fetchFlightDelays();
+      this.map?.setFlightDelays(delays);
+      this.map?.setLayerReady('flights', delays.length > 0);
+      this.statusPanel?.updateFeed('Flights', {
+        status: 'ok',
+        itemCount: delays.length,
+      });
+      this.statusPanel?.updateApi('FAA', { status: 'ok' });
+    } catch (error) {
+      this.map?.setLayerReady('flights', false);
+      this.statusPanel?.updateFeed('Flights', { status: 'error', errorMessage: String(error) });
+      this.statusPanel?.updateApi('FAA', { status: 'error' });
+    }
+  }
+
+  private async loadMilitary(): Promise<void> {
+    // Use cached data if available (from loadIntelligenceSignals)
+    if (this.intelligenceCache.military) {
+      const { flights, flightClusters, vessels, vesselClusters } = this.intelligenceCache.military;
+      this.map?.setMilitaryFlights(flights, flightClusters);
+      this.map?.setMilitaryVessels(vessels, vesselClusters);
+      this.map?.updateMilitaryForEscalation(flights, vessels);
+      // Fetch cached postures for banner (posture panel fetches its own data)
+      this.loadCachedPosturesForBanner();
+      const insightsPanel = this.panels['insights'] as InsightsPanel | undefined;
+      insightsPanel?.setMilitaryFlights(flights);
+      const hasData = flights.length > 0 || vessels.length > 0;
+      this.map?.setLayerReady('military', hasData);
+      const militaryCount = flights.length + vessels.length;
+      this.statusPanel?.updateFeed('Military', {
+        status: militaryCount > 0 ? 'ok' : 'warning',
+        itemCount: militaryCount,
+        errorMessage: militaryCount === 0 ? 'No military activity in view' : undefined,
+      });
+      this.statusPanel?.updateApi('OpenSky', { status: 'ok' });
+      return;
+    }
+    try {
+      if (isMilitaryVesselTrackingConfigured()) {
+        initMilitaryVesselStream();
+      }
+      const [flightData, vesselData] = await Promise.all([
+        fetchMilitaryFlights(),
+        fetchMilitaryVessels(),
+      ]);
+      this.intelligenceCache.military = {
+        flights: flightData.flights,
+        flightClusters: flightData.clusters,
+        vessels: vesselData.vessels,
+        vesselClusters: vesselData.clusters,
+      };
+      this.map?.setMilitaryFlights(flightData.flights, flightData.clusters);
+      this.map?.setMilitaryVessels(vesselData.vessels, vesselData.clusters);
+      ingestFlights(flightData.flights);
+      ingestVessels(vesselData.vessels);
+      ingestMilitaryForCII(flightData.flights, vesselData.vessels);
+      signalAggregator.ingestFlights(flightData.flights);
+      signalAggregator.ingestVessels(vesselData.vessels);
+      // Temporal baseline: report counts from standalone military load
+      updateAndCheck([
+        { type: 'military_flights', region: 'global', count: flightData.flights.length },
+        { type: 'vessels', region: 'global', count: vesselData.vessels.length },
+      ]).then(anomalies => {
+        if (anomalies.length > 0) signalAggregator.ingestTemporalAnomalies(anomalies);
+      }).catch(() => {});
+      this.map?.updateMilitaryForEscalation(flightData.flights, vesselData.vessels);
+      (this.panels['cii'] as CIIPanel)?.refresh();
+      if (!isInLearningMode()) {
+        const surgeAlerts = analyzeFlightsForSurge(flightData.flights);
+        if (surgeAlerts.length > 0) {
+          const surgeSignals = surgeAlerts.map(surgeAlertToSignal);
+          addToSignalHistory(surgeSignals);
+          this.signalModal?.show(surgeSignals);
+        }
+        const foreignAlerts = detectForeignMilitaryPresence(flightData.flights);
+        if (foreignAlerts.length > 0) {
+          const foreignSignals = foreignAlerts.map(foreignPresenceToSignal);
+          addToSignalHistory(foreignSignals);
+          this.signalModal?.show(foreignSignals);
+        }
+      }
+
+      // Fetch cached postures for banner (posture panel fetches its own data)
+      this.loadCachedPosturesForBanner();
+      const insightsPanel = this.panels['insights'] as InsightsPanel | undefined;
+      insightsPanel?.setMilitaryFlights(flightData.flights);
+
+      const hasData = flightData.flights.length > 0 || vesselData.vessels.length > 0;
+      this.map?.setLayerReady('military', hasData);
+      const militaryCount = flightData.flights.length + vesselData.vessels.length;
+      this.statusPanel?.updateFeed('Military', {
+        status: militaryCount > 0 ? 'ok' : 'warning',
+        itemCount: militaryCount,
+        errorMessage: militaryCount === 0 ? 'No military activity in view' : undefined,
+      });
+      this.statusPanel?.updateApi('OpenSky', { status: 'ok' });
+      dataFreshness.recordUpdate('opensky', flightData.flights.length);
+    } catch (error) {
+      this.map?.setLayerReady('military', false);
+      this.statusPanel?.updateFeed('Military', { status: 'error', errorMessage: String(error) });
+      this.statusPanel?.updateApi('OpenSky', { status: 'error' });
+      dataFreshness.recordError('opensky', String(error));
+    }
+  }
+
+  /**
+   * Load cached theater postures for banner display
+   * Uses server-side cached data to avoid redundant calculation per user
+   */
+  private async loadCachedPosturesForBanner(): Promise<void> {
+    try {
+      const data = await fetchCachedTheaterPosture();
+      if (data && data.postures.length > 0) {
+        this.renderCriticalBanner(data.postures);
+        // Also update posture panel with shared data (saves a duplicate fetch)
+        const posturePanel = this.panels['strategic-posture'] as StrategicPosturePanel | undefined;
+        posturePanel?.updatePostures(data);
+      }
+    } catch (error) {
+      console.warn('[App] Failed to load cached postures for banner:', error);
+    }
+  }
+
+
   private async loadFredData(): Promise<void> {
+    const economicPanel = this.panels['economic'] as EconomicPanel;
+    const cbInfo = getCircuitBreakerCooldownInfo('FRED Economic');
+    if (cbInfo.onCooldown) {
+      economicPanel?.setErrorState(true, `Temporarily unavailable (retry in ${cbInfo.remainingSeconds}s)`);
+      this.statusPanel?.updateApi('FRED', { status: 'error' });
+      return;
+    }
+
     try {
-      this.economicPanel?.setLoading(true);
+      economicPanel?.setLoading(true);
       const data = await fetchFredData();
-      this.economicPanel?.update(data);
+
+      // Check if circuit breaker tripped after fetch
+      const postInfo = getCircuitBreakerCooldownInfo('FRED Economic');
+      if (postInfo.onCooldown) {
+        economicPanel?.setErrorState(true, `Temporarily unavailable (retry in ${postInfo.remainingSeconds}s)`);
+        this.statusPanel?.updateApi('FRED', { status: 'error' });
+        return;
+      }
+
+      if (data.length === 0) {
+        economicPanel?.setErrorState(true, 'Failed to load economic data');
+        this.statusPanel?.updateApi('FRED', { status: 'error' });
+        return;
+      }
+
+      economicPanel?.setErrorState(false);
+      economicPanel?.update(data);
       this.statusPanel?.updateApi('FRED', { status: 'ok' });
+      dataFreshness.recordUpdate('economic', data.length);
     } catch {
       this.statusPanel?.updateApi('FRED', { status: 'error' });
-      this.economicPanel?.setLoading(false);
+      economicPanel?.setErrorState(true, 'Failed to load data');
+      economicPanel?.setLoading(false);
+    }
+  }
+
+  private async loadOilAnalytics(): Promise<void> {
+    const economicPanel = this.panels['economic'] as EconomicPanel;
+    try {
+      const data = await fetchOilAnalytics();
+      economicPanel?.updateOil(data);
+    } catch (e) {
+      console.error('[App] Oil analytics failed:', e);
+    }
+  }
+
+  private async loadGovernmentSpending(): Promise<void> {
+    const economicPanel = this.panels['economic'] as EconomicPanel;
+    try {
+      const data = await fetchRecentAwards({ daysBack: 7, limit: 15 });
+      economicPanel?.updateSpending(data);
+    } catch (e) {
+      console.error('[App] Government spending failed:', e);
     }
   }
 
@@ -1227,33 +3768,173 @@ export class App {
     monitorPanel.renderResults(this.allNews);
   }
 
-  private runCorrelationAnalysis(): void {
-    if (this.latestClusters.length === 0) {
-      this.latestClusters = clusterNews(this.allNews);
-    }
+  private async runCorrelationAnalysis(): Promise<void> {
+    try {
+      // Ensure we have clusters (hybrid: semantic + Jaccard when ML available)
+      if (this.latestClusters.length === 0 && this.allNews.length > 0) {
+        this.latestClusters = mlWorker.isAvailable
+          ? await clusterNewsHybrid(this.allNews)
+          : await analysisWorker.clusterNews(this.allNews);
+      }
 
-    const signals = analyzeCorrelations(
-      this.latestClusters,
-      this.latestPredictions,
-      this.latestMarkets
-    );
+      // Ingest news clusters for CII
+      if (this.latestClusters.length > 0) {
+        ingestNewsForCII(this.latestClusters);
+        dataFreshness.recordUpdate('gdelt', this.latestClusters.length);
+        (this.panels['cii'] as CIIPanel)?.refresh();
+      }
+
+      // Run correlation analysis off main thread via Web Worker
+      const signals = await analysisWorker.analyzeCorrelations(
+        this.latestClusters,
+        this.latestPredictions,
+        this.latestMarkets
+      );
+
+      // Detect geographic convergence (suppress during learning mode)
+      let geoSignals: ReturnType<typeof geoConvergenceToSignal>[] = [];
+      if (!isInLearningMode()) {
+        const geoAlerts = detectGeoConvergence(this.seenGeoAlerts);
+        geoSignals = geoAlerts.map(geoConvergenceToSignal);
+      }
 
-    if (signals.length > 0) {
-      addToSignalHistory(signals);
-      this.signalModal?.show(signals);
+      const keywordSpikeSignals = drainTrendingSignals();
+      const allSignals = [...signals, ...geoSignals, ...keywordSpikeSignals];
+      if (allSignals.length > 0) {
+        addToSignalHistory(allSignals);
+        this.signalModal?.show(allSignals);
+      }
+    } catch (error) {
+      console.error('[App] Correlation analysis failed:', error);
+    }
+  }
+
+  private async loadFirmsData(): Promise<void> {
+    try {
+      const { regions, totalCount } = await fetchAllFires(1);
+      if (totalCount > 0) {
+        const flat = flattenFires(regions);
+        const stats = computeRegionStats(regions);
+
+        // Feed signal aggregator
+        signalAggregator.ingestSatelliteFires(flat.map(f => ({
+          lat: f.lat,
+          lon: f.lon,
+          brightness: f.brightness,
+          frp: f.frp,
+          region: f.region,
+          acq_date: f.acq_date,
+        })));
+
+        // Feed map layer
+        this.map?.setFires(flat);
+
+        // Feed panel
+        (this.panels['satellite-fires'] as SatelliteFiresPanel)?.update(stats, totalCount);
+
+        dataFreshness.recordUpdate('firms', totalCount);
+
+        // Report to temporal baseline (fire-and-forget)
+        updateAndCheck([
+          { type: 'satellite_fires', region: 'global', count: totalCount },
+        ]).then(anomalies => {
+          if (anomalies.length > 0) {
+            signalAggregator.ingestTemporalAnomalies(anomalies);
+          }
+        }).catch(() => {});
+      } else {
+        // Still update panel so it exits loading spinner
+        (this.panels['satellite-fires'] as SatelliteFiresPanel)?.update([], 0);
+      }
+      this.statusPanel?.updateApi('FIRMS', { status: 'ok' });
+    } catch (e) {
+      console.warn('[App] FIRMS load failed:', e);
+      (this.panels['satellite-fires'] as SatelliteFiresPanel)?.update([], 0);
+      this.statusPanel?.updateApi('FIRMS', { status: 'error' });
+      dataFreshness.recordError('firms', String(e));
     }
   }
 
+  private scheduleRefresh(
+    name: string,
+    fn: () => Promise<void>,
+    intervalMs: number,
+    condition?: () => boolean
+  ): void {
+    const HIDDEN_REFRESH_MULTIPLIER = 4;
+    const JITTER_FRACTION = 0.1;
+    const MIN_REFRESH_MS = 1000;
+    const computeDelay = (baseMs: number, isHidden: boolean) => {
+      const adjusted = baseMs * (isHidden ? HIDDEN_REFRESH_MULTIPLIER : 1);
+      const jitterRange = adjusted * JITTER_FRACTION;
+      const jittered = adjusted + (Math.random() * 2 - 1) * jitterRange;
+      return Math.max(MIN_REFRESH_MS, Math.round(jittered));
+    };
+    const scheduleNext = (delay: number) => {
+      if (this.isDestroyed) return;
+      const timeoutId = setTimeout(run, delay);
+      this.refreshTimeoutIds.set(name, timeoutId);
+    };
+    const run = async () => {
+      if (this.isDestroyed) return;
+      const isHidden = document.visibilityState === 'hidden';
+      if (isHidden) {
+        scheduleNext(computeDelay(intervalMs, true));
+        return;
+      }
+      if (condition && !condition()) {
+        scheduleNext(computeDelay(intervalMs, false));
+        return;
+      }
+      if (this.inFlight.has(name)) {
+        scheduleNext(computeDelay(intervalMs, false));
+        return;
+      }
+      this.inFlight.add(name);
+      try {
+        await fn();
+      } catch (e) {
+        console.error(`[App] Refresh ${name} failed:`, e);
+      } finally {
+        this.inFlight.delete(name);
+        scheduleNext(computeDelay(intervalMs, false));
+      }
+    };
+    scheduleNext(computeDelay(intervalMs, document.visibilityState === 'hidden'));
+  }
+
   private setupRefreshIntervals(): void {
-    setInterval(() => this.loadNews(), REFRESH_INTERVALS.feeds);
-    setInterval(() => this.loadMarkets(), REFRESH_INTERVALS.markets);
-    setInterval(() => this.loadPredictions(), REFRESH_INTERVALS.predictions);
-    setInterval(() => this.loadEarthquakes(), 5 * 60 * 1000);
-    setInterval(() => this.loadWeatherAlerts(), 10 * 60 * 1000);
-    setInterval(() => this.loadFredData(), 30 * 60 * 1000);
-    setInterval(() => this.loadOutages(), 60 * 60 * 1000); // 1 hour - Cloudflare rate limit
-    setInterval(() => this.loadAisSignals(), REFRESH_INTERVALS.ais);
-    setInterval(() => this.loadCableActivity(), 30 * 60 * 1000);
-    setInterval(() => this.loadProtests(), 15 * 60 * 1000); // 15 min - GDELT updates frequently
+    // Always refresh news, markets, predictions, pizzint
+    this.scheduleRefresh('news', () => this.loadNews(), REFRESH_INTERVALS.feeds);
+    this.scheduleRefresh('markets', () => this.loadMarkets(), REFRESH_INTERVALS.markets);
+    this.scheduleRefresh('predictions', () => this.loadPredictions(), REFRESH_INTERVALS.predictions);
+    this.scheduleRefresh('pizzint', () => this.loadPizzInt(), 10 * 60 * 1000);
+
+    // Only refresh layer data if layer is enabled
+    this.scheduleRefresh('natural', () => this.loadNatural(), 5 * 60 * 1000, () => this.mapLayers.natural);
+    this.scheduleRefresh('weather', () => this.loadWeatherAlerts(), 10 * 60 * 1000, () => this.mapLayers.weather);
+    this.scheduleRefresh('fred', () => this.loadFredData(), 30 * 60 * 1000);
+    this.scheduleRefresh('oil', () => this.loadOilAnalytics(), 30 * 60 * 1000);
+    this.scheduleRefresh('spending', () => this.loadGovernmentSpending(), 60 * 60 * 1000);
+
+    // Refresh intelligence signals for CII (geopolitical variant only)
+    // This handles outages, protests, military - updates map when layers enabled
+    if (SITE_VARIANT === 'full') {
+      this.scheduleRefresh('intelligence', () => {
+        this.intelligenceCache = {}; // Clear cache to force fresh fetch
+        return this.loadIntelligenceSignals();
+      }, 5 * 60 * 1000);
+    }
+
+    // Non-intelligence layer refreshes only
+    // NOTE: outages, protests, military are refreshed by intelligence schedule above
+    this.scheduleRefresh('firms', () => this.loadFirmsData(), 30 * 60 * 1000);
+    this.scheduleRefresh('ais', () => this.loadAisSignals(), REFRESH_INTERVALS.ais, () => this.mapLayers.ais);
+    this.scheduleRefresh('cables', () => this.loadCableActivity(), 30 * 60 * 1000, () => this.mapLayers.cables);
+    this.scheduleRefresh('flights', () => this.loadFlightDelays(), 10 * 60 * 1000, () => this.mapLayers.flights);
+    this.scheduleRefresh('cyberThreats', () => {
+      this.cyberThreatsCache = null;
+      return this.loadCyberThreats();
+    }, 10 * 60 * 1000, () => CYBER_LAYER_ENABLED && this.mapLayers.cyberThreats);
   }
 }
diff --git a/src/components/CIIPanel.ts b/src/components/CIIPanel.ts
new file mode 100644
index 000000000..2da15dd99
--- /dev/null
+++ b/src/components/CIIPanel.ts
@@ -0,0 +1,140 @@
+import { Panel } from './Panel';
+import { escapeHtml } from '@/utils/sanitize';
+import { calculateCII, type CountryScore } from '@/services/country-instability';
+
+export class CIIPanel extends Panel {
+  private scores: CountryScore[] = [];
+  private focalPointsReady = false;
+  private onShareStory?: (code: string, name: string) => void;
+
+  constructor() {
+    super({
+      id: 'cii',
+      title: 'Country Instability Index',
+      showCount: true,
+      trackActivity: true,
+      infoTooltip: `<strong>CII Methodology</strong>
+        Score (0-100) per country based on:
+        <ul>
+          <li>40% baseline geopolitical risk</li>
+          <li><strong>U</strong>nrest: protests, fatalities, internet outages</li>
+          <li><strong>S</strong>ecurity: military flights/vessels over territory</li>
+          <li><strong>I</strong>nformation: news velocity and focal point correlation</li>
+          <li>Hotspot proximity boost (strategic locations)</li>
+        </ul>
+        <em>U:S:I values show component scores.</em>
+        Focal Point Detection correlates news entities with map signals for accurate scoring.`,
+    });
+    this.showLoading('Scanning intelligence feeds');
+  }
+
+  public setShareStoryHandler(handler: (code: string, name: string) => void): void {
+    this.onShareStory = handler;
+  }
+
+  private getLevelColor(level: CountryScore['level']): string {
+    switch (level) {
+      case 'critical': return '#ff4444';
+      case 'high': return '#ff8800';
+      case 'elevated': return '#ffaa00';
+      case 'normal': return '#88aa44';
+      case 'low': return '#22aa88';
+    }
+  }
+
+  private getLevelEmoji(level: CountryScore['level']): string {
+    switch (level) {
+      case 'critical': return '🔴';
+      case 'high': return '🟠';
+      case 'elevated': return '🟡';
+      case 'normal': return '🟢';
+      case 'low': return '⚪';
+    }
+  }
+
+  private getTrendArrow(trend: CountryScore['trend'], change: number): string {
+    if (trend === 'rising') return `<span class="trend-up">↑${change > 0 ? change : ''}</span>`;
+    if (trend === 'falling') return `<span class="trend-down">↓${Math.abs(change)}</span>`;
+    return '<span class="trend-stable">→</span>';
+  }
+
+  private renderCountry(country: CountryScore): string {
+    const barWidth = country.score;
+    const color = this.getLevelColor(country.level);
+    const emoji = this.getLevelEmoji(country.level);
+    const trend = this.getTrendArrow(country.trend, country.change24h);
+
+    return `
+      <div class="cii-country" data-code="${escapeHtml(country.code)}">
+        <div class="cii-header">
+          <span class="cii-emoji">${emoji}</span>
+          <span class="cii-name">${escapeHtml(country.name)}</span>
+          <span class="cii-score">${country.score}</span>
+          ${trend}
+          <button class="cii-share-btn" data-code="${escapeHtml(country.code)}" data-name="${escapeHtml(country.name)}" title="Share story"><svg width="14" height="14" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M4 12v7a2 2 0 002 2h12a2 2 0 002-2v-7"/><polyline points="16 6 12 2 8 6"/><line x1="12" y1="2" x2="12" y2="15"/></svg></button>
+        </div>
+        <div class="cii-bar-container">
+          <div class="cii-bar" style="width: ${barWidth}%; background: ${color};"></div>
+        </div>
+        <div class="cii-components">
+          <span title="Unrest">U:${country.components.unrest}</span>
+          <span title="Conflict">C:${country.components.conflict}</span>
+          <span title="Security">S:${country.components.security}</span>
+          <span title="Information">I:${country.components.information}</span>
+        </div>
+      </div>
+    `;
+  }
+
+  private bindShareButtons(): void {
+    if (!this.onShareStory) return;
+    this.content.querySelectorAll('.cii-share-btn').forEach(btn => {
+      btn.addEventListener('click', (e) => {
+        e.stopPropagation();
+        const el = e.currentTarget as HTMLElement;
+        const code = el.dataset.code || '';
+        const name = el.dataset.name || '';
+        if (code && name) this.onShareStory!(code, name);
+      });
+    });
+  }
+
+  public async refresh(forceLocal = false): Promise<void> {
+    if (!this.focalPointsReady && !forceLocal) {
+      return;
+    }
+
+    if (forceLocal) {
+      this.focalPointsReady = true;
+      console.log('[CIIPanel] Focal points ready, calculating scores...');
+    }
+
+    this.showLoading();
+
+    try {
+      const localScores = calculateCII();
+      const localWithData = localScores.filter(s => s.score > 0).length;
+      this.scores = localScores;
+      console.log(`[CIIPanel] Calculated ${localWithData} countries with focal point intelligence`);
+
+      const withData = this.scores.filter(s => s.score > 0);
+      this.setCount(withData.length);
+
+      if (withData.length === 0) {
+        this.content.innerHTML = '<div class="empty-state">No instability signals detected</div>';
+        return;
+      }
+
+      const html = withData.map(s => this.renderCountry(s)).join('');
+      this.content.innerHTML = `<div class="cii-list">${html}</div>`;
+      this.bindShareButtons();
+    } catch (error) {
+      console.error('[CIIPanel] Refresh error:', error);
+      this.showError('Failed to calculate CII');
+    }
+  }
+
+  public getScores(): CountryScore[] {
+    return this.scores;
+  }
+}
diff --git a/src/components/CascadePanel.ts b/src/components/CascadePanel.ts
new file mode 100644
index 000000000..30f064c5c
--- /dev/null
+++ b/src/components/CascadePanel.ts
@@ -0,0 +1,265 @@
+import { Panel } from './Panel';
+import { escapeHtml } from '@/utils/sanitize';
+import {
+  buildDependencyGraph,
+  calculateCascade,
+  getGraphStats,
+  clearGraphCache,
+  type DependencyGraph,
+} from '@/services/infrastructure-cascade';
+import type { CascadeResult, CascadeImpactLevel, InfrastructureNode } from '@/types';
+
+type NodeFilter = 'all' | 'cable' | 'pipeline' | 'port' | 'chokepoint';
+
+export class CascadePanel extends Panel {
+  private graph: DependencyGraph | null = null;
+  private selectedNode: string | null = null;
+  private cascadeResult: CascadeResult | null = null;
+  private filter: NodeFilter = 'cable';
+  private onSelectCallback: ((nodeId: string | null) => void) | null = null;
+
+  constructor() {
+    super({
+      id: 'cascade',
+      title: 'Infrastructure Cascade',
+      showCount: true,
+      trackActivity: true,
+      infoTooltip: `<strong>Cascade Analysis</strong>
+        Models infrastructure dependencies:
+        <ul>
+          <li>Subsea cables, pipelines, ports, chokepoints</li>
+          <li>Select infrastructure to simulate failure</li>
+          <li>Shows affected countries and capacity loss</li>
+          <li>Identifies redundant routes</li>
+        </ul>
+        Data from TeleGeography and industry sources.`,
+    });
+    this.init();
+  }
+
+  private async init(): Promise<void> {
+    this.showLoading();
+    try {
+      this.graph = buildDependencyGraph();
+      const stats = getGraphStats();
+      this.setCount(stats.nodes);
+      this.render();
+    } catch (error) {
+      console.error('[CascadePanel] Init error:', error);
+      this.showError('Failed to build dependency graph');
+    }
+  }
+
+  private getImpactColor(level: CascadeImpactLevel): string {
+    switch (level) {
+      case 'critical': return '#ff4444';
+      case 'high': return '#ff8800';
+      case 'medium': return '#ffaa00';
+      case 'low': return '#88aa44';
+    }
+  }
+
+  private getImpactEmoji(level: CascadeImpactLevel): string {
+    switch (level) {
+      case 'critical': return '🔴';
+      case 'high': return '🟠';
+      case 'medium': return '🟡';
+      case 'low': return '🟢';
+    }
+  }
+
+  private getNodeTypeEmoji(type: string): string {
+    switch (type) {
+      case 'cable': return '🔌';
+      case 'pipeline': return '🛢️';
+      case 'port': return '⚓';
+      case 'chokepoint': return '🚢';
+      case 'country': return '🏳️';
+      default: return '📍';
+    }
+  }
+
+  private getFilteredNodes(): InfrastructureNode[] {
+    if (!this.graph) return [];
+    const nodes: InfrastructureNode[] = [];
+    for (const node of this.graph.nodes.values()) {
+      if (this.filter === 'all' || node.type === this.filter) {
+        if (node.type !== 'country') {
+          nodes.push(node);
+        }
+      }
+    }
+    return nodes.sort((a, b) => a.name.localeCompare(b.name));
+  }
+
+  private renderSelector(): string {
+    const nodes = this.getFilteredNodes();
+    const filterButtons = ['cable', 'pipeline', 'port', 'chokepoint'].map(f =>
+      `<button class="cascade-filter-btn ${this.filter === f ? 'active' : ''}" data-filter="${f}">
+        ${this.getNodeTypeEmoji(f)} ${f.charAt(0).toUpperCase() + f.slice(1)}s
+      </button>`
+    ).join('');
+
+    const nodeOptions = nodes.map(n =>
+      `<option value="${escapeHtml(n.id)}" ${this.selectedNode === n.id ? 'selected' : ''}>
+        ${escapeHtml(n.name)}
+      </option>`
+    ).join('');
+
+    return `
+      <div class="cascade-selector">
+        <div class="cascade-filters">${filterButtons}</div>
+        <select class="cascade-select" ${nodes.length === 0 ? 'disabled' : ''}>
+          <option value="">Select ${this.filter}...</option>
+          ${nodeOptions}
+        </select>
+        <button class="cascade-analyze-btn" ${!this.selectedNode ? 'disabled' : ''}>
+          Analyze Impact
+        </button>
+      </div>
+    `;
+  }
+
+  private renderCascadeResult(): string {
+    if (!this.cascadeResult) return '';
+
+    const { source, countriesAffected, redundancies } = this.cascadeResult;
+
+    const countriesHtml = countriesAffected.length > 0
+      ? countriesAffected.map(c => `
+          <div class="cascade-country" style="border-left: 3px solid ${this.getImpactColor(c.impactLevel)}">
+            <span class="cascade-emoji">${this.getImpactEmoji(c.impactLevel)}</span>
+            <span class="cascade-country-name">${escapeHtml(c.countryName)}</span>
+            <span class="cascade-impact">${c.impactLevel}</span>
+            ${c.affectedCapacity > 0 ? `<span class="cascade-capacity">${Math.round(c.affectedCapacity * 100)}% capacity</span>` : ''}
+          </div>
+        `).join('')
+      : '<div class="empty-state">No country impacts detected</div>';
+
+    const redundanciesHtml = redundancies && redundancies.length > 0
+      ? `
+        <div class="cascade-section">
+          <div class="cascade-section-title">Alternative Routes</div>
+          ${redundancies.map(r => `
+            <div class="cascade-redundancy">
+              <span class="cascade-redundancy-name">${escapeHtml(r.name)}</span>
+              <span class="cascade-redundancy-capacity">${Math.round(r.capacityShare * 100)}%</span>
+            </div>
+          `).join('')}
+        </div>
+      `
+      : '';
+
+    return `
+      <div class="cascade-result">
+        <div class="cascade-source">
+          <span class="cascade-emoji">${this.getNodeTypeEmoji(source.type)}</span>
+          <span class="cascade-source-name">${escapeHtml(source.name)}</span>
+          <span class="cascade-source-type">${source.type}</span>
+        </div>
+        <div class="cascade-section">
+          <div class="cascade-section-title">Countries Affected (${countriesAffected.length})</div>
+          <div class="cascade-countries">${countriesHtml}</div>
+        </div>
+        ${redundanciesHtml}
+      </div>
+    `;
+  }
+
+  private render(): void {
+    if (!this.graph) {
+      this.showLoading();
+      return;
+    }
+
+    const stats = getGraphStats();
+    const statsHtml = `
+      <div class="cascade-stats">
+        <span>🔌 ${stats.cables}</span>
+        <span>🛢️ ${stats.pipelines}</span>
+        <span>⚓ ${stats.ports}</span>
+        <span>🌊 ${stats.chokepoints}</span>
+        <span>🏳️ ${stats.countries}</span>
+        <span>📊 ${stats.edges} links</span>
+      </div>
+    `;
+
+    this.content.innerHTML = `
+      <div class="cascade-panel">
+        ${statsHtml}
+        ${this.renderSelector()}
+        ${this.cascadeResult ? this.renderCascadeResult() : '<div class="cascade-hint">Select infrastructure to analyze cascade impact</div>'}
+      </div>
+    `;
+
+    this.attachEventListeners();
+  }
+
+  private attachEventListeners(): void {
+    const filterBtns = this.content.querySelectorAll('.cascade-filter-btn');
+    filterBtns.forEach(btn => {
+      btn.addEventListener('click', () => {
+        this.filter = btn.getAttribute('data-filter') as NodeFilter;
+        this.selectedNode = null;
+        this.cascadeResult = null;
+        this.render();
+      });
+    });
+
+    const select = this.content.querySelector('.cascade-select') as HTMLSelectElement;
+    if (select) {
+      select.addEventListener('change', () => {
+        this.selectedNode = select.value || null;
+        this.cascadeResult = null;
+        if (this.onSelectCallback) {
+          this.onSelectCallback(this.selectedNode);
+        }
+        this.render();
+      });
+    }
+
+    const analyzeBtn = this.content.querySelector('.cascade-analyze-btn');
+    if (analyzeBtn) {
+      analyzeBtn.addEventListener('click', () => this.runAnalysis());
+    }
+  }
+
+  private runAnalysis(): void {
+    if (!this.selectedNode) return;
+
+    this.cascadeResult = calculateCascade(this.selectedNode);
+    this.render();
+
+    if (this.onSelectCallback) {
+      this.onSelectCallback(this.selectedNode);
+    }
+  }
+
+  public selectNode(nodeId: string): void {
+    this.selectedNode = nodeId;
+    const nodeType = nodeId.split(':')[0] as NodeFilter;
+    if (['cable', 'pipeline', 'port', 'chokepoint'].includes(nodeType)) {
+      this.filter = nodeType;
+    }
+    this.runAnalysis();
+  }
+
+  public onSelect(callback: (nodeId: string | null) => void): void {
+    this.onSelectCallback = callback;
+  }
+
+  public getSelectedNode(): string | null {
+    return this.selectedNode;
+  }
+
+  public getCascadeResult(): CascadeResult | null {
+    return this.cascadeResult;
+  }
+
+  public refresh(): void {
+    clearGraphCache();
+    this.graph = null;
+    this.cascadeResult = null;
+    this.init();
+  }
+}
diff --git a/src/components/ClimateAnomalyPanel.ts b/src/components/ClimateAnomalyPanel.ts
new file mode 100644
index 000000000..86bef43bc
--- /dev/null
+++ b/src/components/ClimateAnomalyPanel.ts
@@ -0,0 +1,110 @@
+import { Panel } from './Panel';
+import { escapeHtml } from '@/utils/sanitize';
+import type { ClimateAnomaly } from '@/types';
+import { getSeverityIcon, formatDelta } from '@/services/climate';
+
+export class ClimateAnomalyPanel extends Panel {
+  private anomalies: ClimateAnomaly[] = [];
+  private onZoneClick?: (lat: number, lon: number) => void;
+
+  constructor() {
+    super({
+      id: 'climate',
+      title: 'Climate Anomalies',
+      showCount: true,
+      trackActivity: true,
+      infoTooltip: `<strong>Climate Anomaly Monitor</strong>
+        Temperature and precipitation deviations from 30-day baseline.
+        Data from Open-Meteo (ERA5 reanalysis).
+        <ul>
+          <li><strong>Extreme</strong>: >5°C or >80mm/day deviation</li>
+          <li><strong>Moderate</strong>: >3°C or >40mm/day deviation</li>
+        </ul>
+        Monitors 15 conflict/disaster-prone zones.`,
+    });
+    this.showLoading('Loading climate data');
+  }
+
+  public setZoneClickHandler(handler: (lat: number, lon: number) => void): void {
+    this.onZoneClick = handler;
+  }
+
+  public setAnomalies(anomalies: ClimateAnomaly[]): void {
+    this.anomalies = anomalies;
+    this.setCount(anomalies.length);
+    this.renderContent();
+  }
+
+  private renderContent(): void {
+    if (this.anomalies.length === 0) {
+      this.setContent('<div class="panel-empty">No significant anomalies detected</div>');
+      return;
+    }
+
+    const sorted = [...this.anomalies].sort((a, b) => {
+      const severityOrder = { extreme: 0, moderate: 1, normal: 2 };
+      return (severityOrder[a.severity] || 2) - (severityOrder[b.severity] || 2);
+    });
+
+    const rows = sorted.map(a => {
+      const icon = getSeverityIcon(a);
+      const tempClass = a.tempDelta > 0 ? 'climate-warm' : 'climate-cold';
+      const precipClass = a.precipDelta > 0 ? 'climate-wet' : 'climate-dry';
+      const sevClass = `severity-${a.severity}`;
+      const rowClass = a.severity === 'extreme' ? ' climate-extreme-row' : '';
+
+      return `<tr class="climate-row${rowClass}" data-lat="${a.lat}" data-lon="${a.lon}">
+        <td class="climate-zone"><span class="climate-icon">${icon}</span>${escapeHtml(a.zone)}</td>
+        <td class="climate-num ${tempClass}">${formatDelta(a.tempDelta, '°C')}</td>
+        <td class="climate-num ${precipClass}">${formatDelta(a.precipDelta, 'mm')}</td>
+        <td><span class="climate-badge ${sevClass}">${a.severity.toUpperCase()}</span></td>
+      </tr>`;
+    }).join('');
+
+    this.setContent(`
+      <div class="climate-panel-content">
+        <table class="climate-table">
+          <thead>
+            <tr>
+              <th>Zone</th>
+              <th>Temp</th>
+              <th>Precip</th>
+              <th>Severity</th>
+            </tr>
+          </thead>
+          <tbody>${rows}</tbody>
+        </table>
+      </div>
+      <style>
+        .climate-panel-content { font-size: 12px; }
+        .climate-table { width: 100%; border-collapse: collapse; }
+        .climate-table th { text-align: left; color: #666; font-weight: 600; font-size: 10px; text-transform: uppercase; padding: 4px 8px; border-bottom: 1px solid #222; }
+        .climate-table th:nth-child(2), .climate-table th:nth-child(3) { text-align: right; }
+        .climate-table td { padding: 5px 8px; border-bottom: 1px solid #1a1a1a; color: #ccc; }
+        .climate-row { cursor: pointer; }
+        .climate-row:hover { background: #1a1a1a; }
+        .climate-extreme-row { background: rgba(255, 68, 68, 0.05); }
+        .climate-extreme-row:hover { background: rgba(255, 68, 68, 0.1); }
+        .climate-zone { white-space: nowrap; }
+        .climate-icon { margin-right: 6px; }
+        .climate-num { text-align: right; font-variant-numeric: tabular-nums; }
+        .climate-warm { color: #ff6644; }
+        .climate-cold { color: #4488ff; }
+        .climate-wet { color: #4488ff; }
+        .climate-dry { color: #ff8844; }
+        .climate-badge { font-size: 9px; font-weight: 700; padding: 2px 6px; border-radius: 3px; letter-spacing: 0.5px; }
+        .severity-extreme { background: rgba(255, 68, 68, 0.2); color: #ff4444; }
+        .severity-moderate { background: rgba(255, 136, 68, 0.15); color: #ff8844; }
+        .severity-normal { background: rgba(136, 136, 136, 0.1); color: #888; }
+      </style>
+    `);
+
+    this.content.querySelectorAll('.climate-row').forEach(el => {
+      el.addEventListener('click', () => {
+        const lat = Number((el as HTMLElement).dataset.lat);
+        const lon = Number((el as HTMLElement).dataset.lon);
+        if (Number.isFinite(lat) && Number.isFinite(lon)) this.onZoneClick?.(lat, lon);
+      });
+    });
+  }
+}
diff --git a/src/components/CountryBriefPage.ts b/src/components/CountryBriefPage.ts
new file mode 100644
index 000000000..256fa0558
--- /dev/null
+++ b/src/components/CountryBriefPage.ts
@@ -0,0 +1,622 @@
+import { escapeHtml, sanitizeUrl } from '@/utils/sanitize';
+import type { CountryScore } from '@/services/country-instability';
+import type { PredictionMarket, NewsItem } from '@/types';
+import type { AssetType } from '@/types';
+import type { CountryBriefSignals } from '@/App';
+import type { StockIndexData } from '@/components/CountryIntelModal';
+import { getNearbyInfrastructure, haversineDistanceKm } from '@/services/related-assets';
+import { PORTS } from '@/config/ports';
+import type { Port } from '@/config/ports';
+import { exportCountryBriefJSON, exportCountryBriefCSV } from '@/utils/export';
+import type { CountryBriefExport } from '@/utils/export';
+
+type BriefAssetType = AssetType | 'port';
+
+interface CountryIntelData {
+  brief: string;
+  country: string;
+  code: string;
+  cached?: boolean;
+  generatedAt?: string;
+  error?: string;
+  skipped?: boolean;
+  reason?: string;
+  fallback?: boolean;
+}
+
+export class CountryBriefPage {
+  private static BRIEF_BOUNDS: Record<string, { n: number; s: number; e: number; w: number }> = {
+    IR: { n: 40, s: 25, e: 63, w: 44 }, IL: { n: 33.3, s: 29.5, e: 35.9, w: 34.3 },
+    SA: { n: 32, s: 16, e: 55, w: 35 }, AE: { n: 26.1, s: 22.6, e: 56.4, w: 51.6 },
+    IQ: { n: 37.4, s: 29.1, e: 48.6, w: 38.8 }, SY: { n: 37.3, s: 32.3, e: 42.4, w: 35.7 },
+    YE: { n: 19, s: 12, e: 54.5, w: 42 }, LB: { n: 34.7, s: 33.1, e: 36.6, w: 35.1 },
+    CN: { n: 53.6, s: 18.2, e: 134.8, w: 73.5 }, TW: { n: 25.3, s: 21.9, e: 122, w: 120 },
+    JP: { n: 45.5, s: 24.2, e: 153.9, w: 122.9 }, KR: { n: 38.6, s: 33.1, e: 131.9, w: 124.6 },
+    KP: { n: 43.0, s: 37.7, e: 130.7, w: 124.2 }, IN: { n: 35.5, s: 6.7, e: 97.4, w: 68.2 },
+    PK: { n: 37, s: 24, e: 77, w: 61 }, AF: { n: 38.5, s: 29.4, e: 74.9, w: 60.5 },
+    UA: { n: 52.4, s: 44.4, e: 40.2, w: 22.1 }, RU: { n: 82, s: 41.2, e: 180, w: 19.6 },
+    BY: { n: 56.2, s: 51.3, e: 32.8, w: 23.2 }, PL: { n: 54.8, s: 49, e: 24.1, w: 14.1 },
+    EG: { n: 31.7, s: 22, e: 36.9, w: 25 }, LY: { n: 33, s: 19.5, e: 25, w: 9.4 },
+    SD: { n: 22, s: 8.7, e: 38.6, w: 21.8 }, US: { n: 49, s: 24.5, e: -66.9, w: -125 },
+    GB: { n: 58.7, s: 49.9, e: 1.8, w: -8.2 }, DE: { n: 55.1, s: 47.3, e: 15.0, w: 5.9 },
+    FR: { n: 51.1, s: 41.3, e: 9.6, w: -5.1 }, TR: { n: 42.1, s: 36, e: 44.8, w: 26 },
+  };
+
+  private static INFRA_ICONS: Record<BriefAssetType, string> = {
+    pipeline: '\u{1F50C}',
+    cable: '\u{1F310}',
+    datacenter: '\u{1F5A5}\uFE0F',
+    base: '\u{1F3DB}\uFE0F',
+    nuclear: '\u2622\uFE0F',
+    port: '\u2693',
+  };
+
+  private static INFRA_LABELS: Record<BriefAssetType, string> = {
+    pipeline: 'Pipelines',
+    cable: 'Undersea Cables',
+    datacenter: 'Data Centers',
+    base: 'Military Bases',
+    nuclear: 'Nuclear Facilities',
+    port: 'Ports',
+  };
+
+  private overlay: HTMLElement;
+  private currentCode: string | null = null;
+  private currentName: string | null = null;
+  private currentHeadlineCount = 0;
+  private currentScore: CountryScore | null = null;
+  private currentSignals: CountryBriefSignals | null = null;
+  private currentBrief: string | null = null;
+  private currentHeadlines: NewsItem[] = [];
+  private onCloseCallback?: () => void;
+  private onShareStory?: (code: string, name: string) => void;
+  private onExportImage?: (code: string, name: string) => void;
+  private boundExportMenuClose: (() => void) | null = null;
+  private boundCitationClick: ((e: Event) => void) | null = null;
+
+  constructor() {
+    this.overlay = document.createElement('div');
+    this.overlay.className = 'country-brief-overlay';
+    document.body.appendChild(this.overlay);
+
+    this.overlay.addEventListener('click', (e) => {
+      if ((e.target as HTMLElement).classList.contains('country-brief-overlay')) this.hide();
+    });
+    document.addEventListener('keydown', (e) => {
+      if (e.key === 'Escape' && this.overlay.classList.contains('active')) this.hide();
+    });
+  }
+
+  private countryFlag(code: string): string {
+    try {
+      return code
+        .toUpperCase()
+        .split('')
+        .map((c) => String.fromCodePoint(0x1f1e6 + c.charCodeAt(0) - 65))
+        .join('');
+    } catch {
+      return '🌍';
+    }
+  }
+
+  private levelColor(level: string): string {
+    const colors: Record<string, string> = {
+      critical: '#ff4444',
+      high: '#ff8800',
+      elevated: '#ffaa00',
+      normal: '#44aa44',
+      low: '#3388ff',
+    };
+    return colors[level] || '#888';
+  }
+
+  private levelBadge(level: string): string {
+    const color = this.levelColor(level);
+    return `<span class="cb-badge" style="background:${color}20;color:${color};border:1px solid ${color}40">${level.toUpperCase()}</span>`;
+  }
+
+  private trendIndicator(trend: string): string {
+    const arrow = trend === 'rising' ? '↗' : trend === 'falling' ? '↘' : '→';
+    const cls = trend === 'rising' ? 'trend-up' : trend === 'falling' ? 'trend-down' : 'trend-stable';
+    return `<span class="cb-trend ${cls}">${arrow} ${trend}</span>`;
+  }
+
+  private scoreRing(score: number, level: string): string {
+    const color = this.levelColor(level);
+    const pct = Math.min(100, Math.max(0, score));
+    const circumference = 2 * Math.PI * 42;
+    const dashOffset = circumference * (1 - pct / 100);
+    return `
+      <div class="cb-score-ring">
+        <svg viewBox="0 0 100 100" width="120" height="120">
+          <circle cx="50" cy="50" r="42" fill="none" stroke="rgba(255,255,255,0.06)" stroke-width="6"/>
+          <circle cx="50" cy="50" r="42" fill="none" stroke="${color}" stroke-width="6"
+            stroke-dasharray="${circumference}" stroke-dashoffset="${dashOffset}"
+            stroke-linecap="round" transform="rotate(-90 50 50)"
+            style="transition: stroke-dashoffset 0.8s ease"/>
+        </svg>
+        <div class="cb-score-value" style="color:${color}">${score}</div>
+        <div class="cb-score-label">/ 100</div>
+      </div>`;
+  }
+
+  private componentBars(components: CountryScore['components']): string {
+    const items = [
+      { label: 'Unrest', value: components.unrest, icon: '📢' },
+      { label: 'Conflict', value: components.conflict, icon: '⚔' },
+      { label: 'Security', value: components.security, icon: '🛡️' },
+      { label: 'Information', value: components.information, icon: '📡' },
+    ];
+    return items.map(({ label, value, icon }) => {
+      const pct = Math.min(100, Math.max(0, value));
+      const color = pct >= 70 ? '#ff4444' : pct >= 50 ? '#ff8800' : pct >= 30 ? '#ffaa00' : '#44aa44';
+      return `
+        <div class="cb-comp-row">
+          <span class="cb-comp-icon">${icon}</span>
+          <span class="cb-comp-label">${label}</span>
+          <div class="cb-comp-bar"><div class="cb-comp-fill" style="width:${pct}%;background:${color}"></div></div>
+          <span class="cb-comp-val">${Math.round(value)}</span>
+        </div>`;
+    }).join('');
+  }
+
+  private signalChips(signals: CountryBriefSignals): string {
+    const chips: string[] = [];
+    if (signals.protests > 0) chips.push(`<span class="signal-chip protest">📢 ${signals.protests} protests</span>`);
+    if (signals.militaryFlights > 0) chips.push(`<span class="signal-chip military">✈️ ${signals.militaryFlights} mil. aircraft</span>`);
+    if (signals.militaryVessels > 0) chips.push(`<span class="signal-chip military">⚓ ${signals.militaryVessels} mil. vessels</span>`);
+    if (signals.outages > 0) chips.push(`<span class="signal-chip outage">🌐 ${signals.outages} outages</span>`);
+    if (signals.earthquakes > 0) chips.push(`<span class="signal-chip quake">🌍 ${signals.earthquakes} earthquakes</span>`);
+    if (signals.displacementOutflow > 0) {
+      const fmt = signals.displacementOutflow >= 1_000_000
+        ? `${(signals.displacementOutflow / 1_000_000).toFixed(1)}M`
+        : `${(signals.displacementOutflow / 1000).toFixed(0)}K`;
+      chips.push(`<span class="signal-chip displacement">🌊 ${fmt} displaced</span>`);
+    }
+    if (signals.climateStress > 0) chips.push(`<span class="signal-chip climate">🌡️ Climate stress</span>`);
+    if (signals.conflictEvents > 0) chips.push(`<span class="signal-chip conflict">⚔️ ${signals.conflictEvents} conflict events</span>`);
+    chips.push(`<span class="signal-chip stock-loading">📈 Loading index...</span>`);
+    return chips.join('');
+  }
+
+  public setShareStoryHandler(handler: (code: string, name: string) => void): void {
+    this.onShareStory = handler;
+  }
+
+  public setExportImageHandler(handler: (code: string, name: string) => void): void {
+    this.onExportImage = handler;
+  }
+
+  public showLoading(): void {
+    this.currentCode = '__loading__';
+    this.overlay.innerHTML = `
+      <div class="country-brief-page">
+        <div class="cb-header">
+          <div class="cb-header-left">
+            <span class="cb-flag">🌍</span>
+            <span class="cb-country-name">Identifying country...</span>
+          </div>
+          <div class="cb-header-right">
+            <button class="cb-close" aria-label="Close">×</button>
+          </div>
+        </div>
+        <div class="cb-body">
+          <div class="cb-loading-state">
+            <div class="intel-skeleton"></div>
+            <div class="intel-skeleton short"></div>
+            <span class="intel-loading-text">Locating region...</span>
+          </div>
+        </div>
+      </div>`;
+    this.overlay.querySelector('.cb-close')?.addEventListener('click', () => this.hide());
+    this.overlay.classList.add('active');
+  }
+
+  public show(country: string, code: string, score: CountryScore | null, signals: CountryBriefSignals): void {
+    this.currentCode = code;
+    this.currentName = country;
+    this.currentScore = score;
+    this.currentSignals = signals;
+    this.currentBrief = null;
+    this.currentHeadlines = [];
+    this.currentHeadlineCount = 0;
+    const flag = this.countryFlag(code);
+
+    const tierBadge = !signals.isTier1
+      ? '<span class="cb-tier-badge">Limited coverage</span>'
+      : '';
+
+    this.overlay.innerHTML = `
+      <div class="country-brief-page">
+        <div class="cb-header">
+          <div class="cb-header-left">
+            <span class="cb-flag">${flag}</span>
+            <span class="cb-country-name">${escapeHtml(country)}</span>
+            ${score ? this.levelBadge(score.level) : ''}
+            ${score ? this.trendIndicator(score.trend) : ''}
+            ${tierBadge}
+          </div>
+          <div class="cb-header-right">
+            <button class="cb-share-btn" title="Share story">
+              <svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M4 12v7a2 2 0 002 2h12a2 2 0 002-2v-7"/><polyline points="16 6 12 2 8 6"/><line x1="12" y1="2" x2="12" y2="15"/></svg>
+            </button>
+            <button class="cb-print-btn" title="Print / PDF">
+              <svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M6 9V2h12v7"/><path d="M6 18H4a2 2 0 01-2-2v-5a2 2 0 012-2h16a2 2 0 012 2v5a2 2 0 01-2 2h-2"/><rect x="6" y="14" width="12" height="8"/></svg>
+            </button>
+            <div style="position:relative;display:inline-block">
+              <button class="cb-export-btn" title="Export data">
+                <svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M21 15v4a2 2 0 01-2 2H5a2 2 0 01-2-2v-4"/><polyline points="7 10 12 15 17 10"/><line x1="12" y1="15" x2="12" y2="3"/></svg>
+              </button>
+              <div class="cb-export-menu hidden">
+                <button class="cb-export-option" data-format="image">Export Image</button>
+                <button class="cb-export-option" data-format="json">Export JSON</button>
+                <button class="cb-export-option" data-format="csv">Export CSV</button>
+              </div>
+            </div>
+            <button class="cb-close" aria-label="Close">×</button>
+          </div>
+        </div>
+        <div class="cb-body">
+          <div class="cb-grid">
+            <div class="cb-col-left">
+              ${score ? `
+                <section class="cb-section cb-risk-section">
+                  <h3 class="cb-section-title">Instability Index</h3>
+                  <div class="cb-risk-content">
+                    ${this.scoreRing(score.score, score.level)}
+                    <div class="cb-components">
+                      ${this.componentBars(score.components)}
+                    </div>
+                  </div>
+                </section>` : signals.isTier1 ? '' : `
+                <section class="cb-section cb-risk-section">
+                  <h3 class="cb-section-title">Instability Index</h3>
+                  <div class="cb-not-tracked">
+                    <span class="cb-not-tracked-icon">📊</span>
+                    <span>Not tracked — ${escapeHtml(country)} is not in the CII tier-1 list</span>
+                  </div>
+                </section>`}
+
+              <section class="cb-section cb-brief-section">
+                <h3 class="cb-section-title">Intelligence Brief</h3>
+                <div class="cb-brief-content">
+                  <div class="intel-brief-loading">
+                    <div class="intel-skeleton"></div>
+                    <div class="intel-skeleton short"></div>
+                    <div class="intel-skeleton"></div>
+                    <div class="intel-skeleton short"></div>
+                    <span class="intel-loading-text">Generating intelligence brief...</span>
+                  </div>
+                </div>
+              </section>
+
+              <section class="cb-section cb-news-section" style="display:none">
+                <h3 class="cb-section-title">Top News</h3>
+                <div class="cb-news-content"></div>
+              </section>
+            </div>
+
+            <div class="cb-col-right">
+              <section class="cb-section cb-signals-section">
+                <h3 class="cb-section-title">Active Signals</h3>
+                <div class="cb-signals-grid">
+                  ${this.signalChips(signals)}
+                </div>
+              </section>
+
+              <section class="cb-section cb-timeline-section">
+                <h3 class="cb-section-title">7-Day Timeline</h3>
+                <div class="cb-timeline-mount"></div>
+              </section>
+
+              <section class="cb-section cb-markets-section">
+                <h3 class="cb-section-title">Prediction Markets</h3>
+                <div class="cb-markets-content">
+                  <span class="intel-loading-text">Loading prediction markets...</span>
+                </div>
+              </section>
+
+              <section class="cb-section cb-infra-section" style="display:none">
+                <h3 class="cb-section-title">Infrastructure Exposure</h3>
+                <div class="cb-infra-content"></div>
+              </section>
+
+            </div>
+          </div>
+        </div>
+      </div>`;
+
+    this.overlay.querySelector('.cb-close')?.addEventListener('click', () => this.hide());
+    this.overlay.querySelector('.cb-share-btn')?.addEventListener('click', () => {
+      if (this.onShareStory && this.currentCode && this.currentName) {
+        this.onShareStory(this.currentCode, this.currentName);
+      }
+    });
+    this.overlay.querySelector('.cb-print-btn')?.addEventListener('click', () => {
+      window.print();
+    });
+
+    const exportBtn = this.overlay.querySelector('.cb-export-btn');
+    const exportMenu = this.overlay.querySelector('.cb-export-menu');
+    exportBtn?.addEventListener('click', (e) => {
+      e.stopPropagation();
+      exportMenu?.classList.toggle('hidden');
+    });
+    this.overlay.querySelectorAll('.cb-export-option').forEach(opt => {
+      opt.addEventListener('click', () => {
+        const format = (opt as HTMLElement).dataset.format;
+        if (format === 'image') {
+          if (this.onExportImage && this.currentCode && this.currentName) {
+            this.onExportImage(this.currentCode, this.currentName);
+          }
+        } else {
+          this.exportBrief(format as 'json' | 'csv');
+        }
+        exportMenu?.classList.add('hidden');
+      });
+    });
+    // Remove previous overlay-level listeners to prevent accumulation
+    if (this.boundExportMenuClose) this.overlay.removeEventListener('click', this.boundExportMenuClose);
+    if (this.boundCitationClick) this.overlay.removeEventListener('click', this.boundCitationClick);
+
+    this.boundExportMenuClose = () => exportMenu?.classList.add('hidden');
+    this.overlay.addEventListener('click', this.boundExportMenuClose);
+
+    this.boundCitationClick = (e: Event) => {
+      const target = e.target as HTMLElement;
+      if (target.classList.contains('cb-citation')) {
+        e.preventDefault();
+        const href = target.getAttribute('href');
+        if (href) {
+          const el = this.overlay.querySelector(href);
+          el?.scrollIntoView({ behavior: 'smooth', block: 'center' });
+          el?.classList.add('cb-news-highlight');
+          setTimeout(() => el?.classList.remove('cb-news-highlight'), 2000);
+        }
+      }
+    };
+    this.overlay.addEventListener('click', this.boundCitationClick);
+
+    this.overlay.classList.add('active');
+  }
+
+  public updateBrief(data: CountryIntelData): void {
+    if (data.code !== this.currentCode) return;
+    const section = this.overlay.querySelector('.cb-brief-content');
+    if (!section) return;
+
+    if (data.error || data.skipped || !data.brief) {
+      const msg = data.error || data.reason || 'AI brief unavailable — configure GROQ_API_KEY in Settings.';
+      section.innerHTML = `<div class="intel-error">${escapeHtml(msg)}</div>`;
+      return;
+    }
+
+    this.currentBrief = data.brief;
+    const formatted = this.formatBrief(data.brief, this.currentHeadlineCount);
+    section.innerHTML = `
+      <div class="cb-brief-text">${formatted}</div>
+      <div class="cb-brief-footer">
+        ${data.cached ? '<span class="intel-cached">📋 Cached</span>' : '<span class="intel-fresh">✨ Fresh</span>'}
+        <span class="intel-timestamp">${data.generatedAt ? new Date(data.generatedAt).toLocaleTimeString() : ''}</span>
+      </div>`;
+  }
+
+  public updateMarkets(markets: PredictionMarket[]): void {
+    const section = this.overlay.querySelector('.cb-markets-content');
+    if (!section) return;
+
+    if (markets.length === 0) {
+      section.innerHTML = '<span class="cb-empty">No prediction markets found</span>';
+      return;
+    }
+
+    section.innerHTML = markets.slice(0, 3).map(m => {
+      const pct = Math.round(m.yesPrice);
+      const noPct = 100 - pct;
+      const vol = m.volume ? `$${(m.volume / 1000).toFixed(0)}k vol` : '';
+      const safeUrl = sanitizeUrl(m.url || '');
+      const link = safeUrl ? ` <a href="${safeUrl}" target="_blank" rel="noopener" class="cb-market-link">↗</a>` : '';
+      return `
+        <div class="cb-market-item">
+          <div class="cb-market-title">${escapeHtml(m.title.slice(0, 100))}${link}</div>
+          <div class="market-bar">
+            <div class="market-yes" style="width:${pct}%">${pct}%</div>
+            <div class="market-no" style="width:${noPct}%">${noPct > 15 ? noPct + '%' : ''}</div>
+          </div>
+          ${vol ? `<div class="market-vol">${vol}</div>` : ''}
+        </div>`;
+    }).join('');
+  }
+
+  public updateStock(data: StockIndexData): void {
+    const el = this.overlay.querySelector('.stock-loading');
+    if (!el) return;
+
+    if (!data.available) {
+      el.remove();
+      return;
+    }
+
+    const pct = parseFloat(data.weekChangePercent);
+    const sign = pct >= 0 ? '+' : '';
+    const cls = pct >= 0 ? 'stock-up' : 'stock-down';
+    const arrow = pct >= 0 ? '📈' : '📉';
+    el.className = `signal-chip stock ${cls}`;
+    el.innerHTML = `${arrow} ${escapeHtml(data.indexName)}: ${sign}${data.weekChangePercent}% (1W)`;
+  }
+
+  public updateNews(headlines: NewsItem[]): void {
+    const section = this.overlay.querySelector('.cb-news-section') as HTMLElement | null;
+    const content = this.overlay.querySelector('.cb-news-content');
+    if (!section || !content || headlines.length === 0) return;
+
+    const items = headlines.slice(0, 8);
+    this.currentHeadlineCount = items.length;
+    this.currentHeadlines = items;
+    section.style.display = '';
+
+    content.innerHTML = items.map((item, i) => {
+      const safeUrl = sanitizeUrl(item.link);
+      const threatColor = item.threat?.level === 'critical' ? '#ff4444'
+        : item.threat?.level === 'high' ? '#ff8800'
+        : item.threat?.level === 'medium' ? '#ffaa00'
+        : '#64b4ff';
+      const timeAgo = this.timeAgo(item.pubDate);
+      const cardBody = `
+        <span class="cb-news-threat" style="background:${threatColor}"></span>
+        <div class="cb-news-body">
+          <div class="cb-news-title">${escapeHtml(item.title)}</div>
+          <div class="cb-news-meta">${escapeHtml(item.source)} · ${timeAgo}</div>
+        </div>`;
+      if (safeUrl) {
+        return `<a href="${safeUrl}" target="_blank" rel="noopener" class="cb-news-card" id="cb-news-${i + 1}">${cardBody}</a>`;
+      }
+      return `<div class="cb-news-card" id="cb-news-${i + 1}">${cardBody}</div>`;
+    }).join('');
+  }
+
+
+  public updateInfrastructure(countryCode: string): void {
+    const bounds = CountryBriefPage.BRIEF_BOUNDS[countryCode];
+    if (!bounds) return;
+
+    const centroidLat = (bounds.n + bounds.s) / 2;
+    const centroidLon = (bounds.e + bounds.w) / 2;
+
+    const assets = getNearbyInfrastructure(centroidLat, centroidLon, ['pipeline', 'cable', 'datacenter', 'base', 'nuclear']);
+
+    const nearbyPorts = PORTS
+      .map((p: Port) => ({ port: p, dist: haversineDistanceKm(centroidLat, centroidLon, p.lat, p.lon) }))
+      .filter(({ dist }) => dist <= 600)
+      .sort((a, b) => a.dist - b.dist)
+      .slice(0, 5);
+
+    const grouped = new Map<BriefAssetType, Array<{ name: string; distanceKm: number }>>();
+    for (const a of assets) {
+      const list = grouped.get(a.type) || [];
+      list.push({ name: a.name, distanceKm: a.distanceKm });
+      grouped.set(a.type, list);
+    }
+    if (nearbyPorts.length > 0) {
+      grouped.set('port', nearbyPorts.map(({ port, dist }) => ({ name: port.name, distanceKm: dist })));
+    }
+
+    if (grouped.size === 0) return;
+
+    const section = this.overlay.querySelector('.cb-infra-section') as HTMLElement | null;
+    const content = this.overlay.querySelector('.cb-infra-content');
+    if (!section || !content) return;
+
+    const order: BriefAssetType[] = ['pipeline', 'cable', 'datacenter', 'base', 'nuclear', 'port'];
+    let html = '';
+    for (const type of order) {
+      const items = grouped.get(type);
+      if (!items || items.length === 0) continue;
+      const icon = CountryBriefPage.INFRA_ICONS[type];
+      const label = CountryBriefPage.INFRA_LABELS[type];
+      html += `<div class="cb-infra-group">`;
+      html += `<div class="cb-infra-type">${icon} ${label}</div>`;
+      for (const item of items) {
+        html += `<div class="cb-infra-item"><span>${escapeHtml(item.name)}</span><span class="cb-infra-dist">${Math.round(item.distanceKm)} km</span></div>`;
+      }
+      html += `</div>`;
+    }
+
+    content.innerHTML = html;
+    section.style.display = '';
+  }
+
+  public getTimelineMount(): HTMLElement | null {
+    return this.overlay.querySelector('.cb-timeline-mount');
+  }
+
+  public getCode(): string | null {
+    return this.currentCode;
+  }
+
+  public getName(): string | null {
+    return this.currentName;
+  }
+
+  private timeAgo(date: Date): string {
+    const ms = Date.now() - new Date(date).getTime();
+    const hours = Math.floor(ms / 3600000);
+    if (hours < 1) return `${Math.floor(ms / 60000)}m ago`;
+    if (hours < 24) return `${hours}h ago`;
+    return `${Math.floor(hours / 24)}d ago`;
+  }
+
+  private formatBrief(text: string, headlineCount = 0): string {
+    let html = escapeHtml(text)
+      .replace(/\*\*(.*?)\*\*/g, '<strong>$1</strong>')
+      .replace(/\n\n/g, '</p><p>')
+      .replace(/\n/g, '<br>')
+      .replace(/^/, '<p>')
+      .replace(/$/, '</p>');
+
+    if (headlineCount > 0) {
+      html = html.replace(/\[(\d{1,2})\]/g, (_match, numStr) => {
+        const n = parseInt(numStr, 10);
+        if (n >= 1 && n <= headlineCount) {
+          return `<a href="#cb-news-${n}" class="cb-citation" title="Source [${n}]">[${n}]</a>`;
+        }
+        return `[${numStr}]`;
+      });
+    }
+
+    return html;
+  }
+
+  private exportBrief(format: 'json' | 'csv'): void {
+    if (!this.currentCode || !this.currentName) return;
+    const data: CountryBriefExport = {
+      country: this.currentName,
+      code: this.currentCode,
+      generatedAt: new Date().toISOString(),
+    };
+    if (this.currentScore) {
+      data.score = this.currentScore.score;
+      data.level = this.currentScore.level;
+      data.trend = this.currentScore.trend;
+      data.components = this.currentScore.components;
+    }
+    if (this.currentSignals) {
+      data.signals = {
+        protests: this.currentSignals.protests,
+        militaryFlights: this.currentSignals.militaryFlights,
+        militaryVessels: this.currentSignals.militaryVessels,
+        outages: this.currentSignals.outages,
+        earthquakes: this.currentSignals.earthquakes,
+        displacementOutflow: this.currentSignals.displacementOutflow,
+        climateStress: this.currentSignals.climateStress,
+        conflictEvents: this.currentSignals.conflictEvents,
+      };
+    }
+    if (this.currentBrief) data.brief = this.currentBrief;
+    if (this.currentHeadlines.length > 0) {
+      data.headlines = this.currentHeadlines.map(h => ({
+        title: h.title,
+        source: h.source,
+        link: h.link,
+        pubDate: h.pubDate ? new Date(h.pubDate).toISOString() : undefined,
+      }));
+    }
+    if (format === 'json') exportCountryBriefJSON(data);
+    else exportCountryBriefCSV(data);
+  }
+
+  public hide(): void {
+    this.overlay.classList.remove('active');
+    this.currentCode = null;
+    this.currentName = null;
+    this.onCloseCallback?.();
+  }
+
+  public onClose(cb: () => void): void {
+    this.onCloseCallback = cb;
+  }
+
+  public isVisible(): boolean {
+    return this.overlay.classList.contains('active');
+  }
+}
diff --git a/src/components/CountryIntelModal.ts b/src/components/CountryIntelModal.ts
new file mode 100644
index 000000000..5df4a0c09
--- /dev/null
+++ b/src/components/CountryIntelModal.ts
@@ -0,0 +1,284 @@
+/**
+ * CountryIntelModal - Shows AI-generated intelligence brief when user clicks a country
+ */
+import { escapeHtml, sanitizeUrl } from '@/utils/sanitize';
+import type { CountryScore } from '@/services/country-instability';
+import type { PredictionMarket } from '@/types';
+
+interface CountryIntelData {
+  brief: string;
+  country: string;
+  code: string;
+  cached?: boolean;
+  generatedAt?: string;
+  error?: string;
+}
+
+export interface StockIndexData {
+  available: boolean;
+  code: string;
+  symbol: string;
+  indexName: string;
+  price: string;
+  weekChangePercent: string;
+  currency: string;
+  cached?: boolean;
+}
+
+interface ActiveSignals {
+  protests: number;
+  militaryFlights: number;
+  militaryVessels: number;
+  outages: number;
+  earthquakes: number;
+}
+
+export class CountryIntelModal {
+  private overlay: HTMLElement;
+  private contentEl: HTMLElement;
+  private headerEl: HTMLElement;
+  private onCloseCallback?: () => void;
+  private onShareStory?: (code: string, name: string) => void;
+  private currentCode: string | null = null;
+  private currentName: string | null = null;
+
+  constructor() {
+    this.overlay = document.createElement('div');
+    this.overlay.className = 'country-intel-overlay';
+    this.overlay.innerHTML = `
+      <div class="country-intel-modal">
+        <div class="country-intel-header">
+          <div class="country-intel-title"></div>
+          <button class="country-intel-close">×</button>
+        </div>
+        <div class="country-intel-content"></div>
+      </div>
+    `;
+    document.body.appendChild(this.overlay);
+
+    this.headerEl = this.overlay.querySelector('.country-intel-title')!;
+    this.contentEl = this.overlay.querySelector('.country-intel-content')!;
+
+    this.overlay.querySelector('.country-intel-close')?.addEventListener('click', () => this.hide());
+    this.overlay.addEventListener('click', (e) => {
+      if ((e.target as HTMLElement).classList.contains('country-intel-overlay')) this.hide();
+    });
+    document.addEventListener('keydown', (e) => {
+      if (e.key === 'Escape' && this.overlay.classList.contains('active')) this.hide();
+    });
+  }
+
+  private countryFlag(code: string): string {
+    try {
+      return code
+        .toUpperCase()
+        .split('')
+        .map((c) => String.fromCodePoint(0x1f1e6 + c.charCodeAt(0) - 65))
+        .join('');
+    } catch {
+      return '🌍';
+    }
+  }
+
+  private levelBadge(level: string): string {
+    const colors: Record<string, string> = {
+      critical: '#ff4444',
+      high: '#ff8800',
+      elevated: '#ffaa00',
+      normal: '#44aa44',
+      low: '#3388ff',
+    };
+    const color = colors[level] || '#888';
+    return `<span class="cii-badge" style="background:${color}20;color:${color};border:1px solid ${color}40">${level.toUpperCase()}</span>`;
+  }
+
+  private scoreBar(score: number): string {
+    const pct = Math.min(100, Math.max(0, score));
+    const color = pct >= 70 ? '#ff4444' : pct >= 50 ? '#ff8800' : pct >= 30 ? '#ffaa00' : '#44aa44';
+    return `
+      <div class="cii-score-bar">
+        <div class="cii-score-fill" style="width:${pct}%;background:${color}"></div>
+      </div>
+      <span class="cii-score-value">${score}/100</span>
+    `;
+  }
+
+  public showLoading(): void {
+    this.currentCode = '__loading__';
+    this.headerEl.innerHTML = `
+      <span class="country-flag">🌍</span>
+      <span class="country-name">Identifying country...</span>
+    `;
+    this.contentEl.innerHTML = `
+      <div class="intel-brief-section">
+        <div class="intel-brief-loading">
+          <div class="intel-skeleton"></div>
+          <div class="intel-skeleton short"></div>
+          <span class="intel-loading-text">Locating region...</span>
+        </div>
+      </div>
+    `;
+    this.overlay.classList.add('active');
+  }
+
+  public setShareStoryHandler(handler: (code: string, name: string) => void): void {
+    this.onShareStory = handler;
+  }
+
+  public show(country: string, code: string, score: CountryScore | null, signals?: ActiveSignals): void {
+    this.currentCode = code;
+    this.currentName = country;
+    const flag = this.countryFlag(code);
+    this.headerEl.innerHTML = `
+      <span class="country-flag">${flag}</span>
+      <span class="country-name">${escapeHtml(country)}</span>
+      ${score ? this.levelBadge(score.level) : ''}
+      <button class="country-intel-share-btn" title="Share story"><svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"><path d="M4 12v7a2 2 0 002 2h12a2 2 0 002-2v-7"/><polyline points="16 6 12 2 8 6"/><line x1="12" y1="2" x2="12" y2="15"/></svg></button>
+    `;
+    this.headerEl.querySelector('.country-intel-share-btn')?.addEventListener('click', () => {
+      if (this.onShareStory && this.currentCode && this.currentName) {
+        this.onShareStory(this.currentCode, this.currentName);
+      }
+    });
+
+    // Show loading state + any immediate data
+    let html = '';
+
+    if (score) {
+      html += `
+        <div class="cii-section">
+          <div class="cii-label">Instability Index ${this.scoreBar(score.score)}</div>
+          <div class="cii-components">
+            <span title="Unrest">📢 ${score.components.unrest.toFixed(0)}</span>
+            <span title="Conflict">⚔ ${score.components.conflict.toFixed(0)}</span>
+            <span title="Security">🛡️ ${score.components.security.toFixed(0)}</span>
+            <span title="Information">📡 ${score.components.information.toFixed(0)}</span>
+            <span class="cii-trend ${score.trend}">${score.trend === 'rising' ? '↗' : score.trend === 'falling' ? '↘' : '→'} ${score.trend}</span>
+          </div>
+        </div>
+      `;
+    }
+
+    const chips: string[] = [];
+    if (signals) {
+      if (signals.protests > 0) chips.push(`<span class="signal-chip protest">📢 ${signals.protests} protests</span>`);
+      if (signals.militaryFlights > 0) chips.push(`<span class="signal-chip military">✈️ ${signals.militaryFlights} mil. aircraft</span>`);
+      if (signals.militaryVessels > 0) chips.push(`<span class="signal-chip military">⚓ ${signals.militaryVessels} mil. vessels</span>`);
+      if (signals.outages > 0) chips.push(`<span class="signal-chip outage">🌐 ${signals.outages} outages</span>`);
+      if (signals.earthquakes > 0) chips.push(`<span class="signal-chip quake">🌍 ${signals.earthquakes} earthquakes</span>`);
+    }
+    chips.push(`<span class="signal-chip stock-loading">📈 Loading index...</span>`);
+    html += `<div class="active-signals">${chips.join('')}</div>`;
+
+    html += `<div class="country-markets-section"><span class="intel-loading-text">Loading prediction markets...</span></div>`;
+
+    html += `
+      <div class="intel-brief-section">
+        <div class="intel-brief-loading">
+          <div class="intel-skeleton"></div>
+          <div class="intel-skeleton short"></div>
+          <div class="intel-skeleton"></div>
+          <div class="intel-skeleton short"></div>
+          <span class="intel-loading-text">Generating intelligence brief...</span>
+        </div>
+      </div>
+    `;
+
+    this.contentEl.innerHTML = html;
+    this.overlay.classList.add('active');
+  }
+
+  public updateBrief(data: CountryIntelData & { skipped?: boolean; reason?: string; fallback?: boolean }): void {
+    if (data.code !== this.currentCode) return;
+
+    const briefSection = this.contentEl.querySelector('.intel-brief-section');
+    if (!briefSection) return;
+
+    if (data.error || data.skipped || !data.brief) {
+      const msg = data.error || data.reason || 'AI brief unavailable — configure GROQ_API_KEY in Settings.';
+      briefSection.innerHTML = `<div class="intel-error">${escapeHtml(msg)}</div>`;
+      return;
+    }
+
+    // Convert markdown-like formatting to HTML
+    const formatted = this.formatBrief(data.brief);
+
+    briefSection.innerHTML = `
+      <div class="intel-brief">${formatted}</div>
+      <div class="intel-footer">
+        ${data.cached ? '<span class="intel-cached">📋 Cached</span>' : '<span class="intel-fresh">✨ Fresh</span>'}
+        <span class="intel-timestamp">${data.generatedAt ? new Date(data.generatedAt).toLocaleTimeString() : ''}</span>
+      </div>
+    `;
+  }
+
+  public updateMarkets(markets: PredictionMarket[]): void {
+    const section = this.contentEl.querySelector('.country-markets-section');
+    if (!section) return;
+
+    if (markets.length === 0) {
+      section.innerHTML = '<span class="intel-loading-text" style="opacity:0.5">No prediction markets found</span>';
+      return;
+    }
+
+    const items = markets.map(m => {
+      const pct = Math.round(m.yesPrice);
+      const noPct = 100 - pct;
+      const vol = m.volume ? `$${(m.volume / 1000).toFixed(0)}k vol` : '';
+      const safeUrl = sanitizeUrl(m.url || '');
+      const link = safeUrl ? ` <a href="${safeUrl}" target="_blank" rel="noopener" class="market-link">↗</a>` : '';
+      return `
+        <div class="market-item">
+          <div class="market-title">${escapeHtml(m.title.slice(0, 80))}${link}</div>
+          <div class="market-bar">
+            <div class="market-yes" style="width:${pct}%">${pct}%</div>
+            <div class="market-no" style="width:${noPct}%">${noPct > 15 ? noPct + '%' : ''}</div>
+          </div>
+          ${vol ? `<div class="market-vol">${vol}</div>` : ''}
+        </div>
+      `;
+    }).join('');
+
+    section.innerHTML = `<div class="markets-label">📊 Prediction Markets</div>${items}`;
+  }
+
+  public updateStock(data: StockIndexData): void {
+    const el = this.contentEl.querySelector('.stock-loading');
+    if (!el) return;
+
+    if (!data.available) {
+      el.remove();
+      return;
+    }
+
+    const pct = parseFloat(data.weekChangePercent);
+    const sign = pct >= 0 ? '+' : '';
+    const cls = pct >= 0 ? 'stock-up' : 'stock-down';
+    const arrow = pct >= 0 ? '📈' : '📉';
+    el.className = `signal-chip stock ${cls}`;
+    el.innerHTML = `${arrow} ${escapeHtml(data.indexName)}: ${sign}${data.weekChangePercent}% (1W)`;
+  }
+
+  private formatBrief(text: string): string {
+    return escapeHtml(text)
+      .replace(/\*\*(.*?)\*\*/g, '<strong>$1</strong>')
+      .replace(/\n\n/g, '</p><p>')
+      .replace(/\n/g, '<br>')
+      .replace(/^/, '<p>')
+      .replace(/$/, '</p>');
+  }
+
+  public hide(): void {
+    this.overlay.classList.remove('active');
+    this.currentCode = null;
+    this.onCloseCallback?.();
+  }
+
+  public onClose(cb: () => void): void {
+    this.onCloseCallback = cb;
+  }
+
+  public isVisible(): boolean {
+    return this.overlay.classList.contains('active');
+  }
+}
diff --git a/src/components/CountryTimeline.ts b/src/components/CountryTimeline.ts
new file mode 100644
index 000000000..083a20af8
--- /dev/null
+++ b/src/components/CountryTimeline.ts
@@ -0,0 +1,272 @@
+import * as d3 from 'd3';
+import { escapeHtml } from '@/utils/sanitize';
+
+export interface TimelineEvent {
+  timestamp: number;
+  lane: 'protest' | 'conflict' | 'natural' | 'military';
+  label: string;
+  severity?: 'low' | 'medium' | 'high' | 'critical';
+}
+
+const LANES: TimelineEvent['lane'][] = ['protest', 'conflict', 'natural', 'military'];
+
+const LANE_COLORS: Record<TimelineEvent['lane'], string> = {
+  protest: '#ffaa00',
+  conflict: '#ff4444',
+  natural: '#b478ff',
+  military: '#64b4ff',
+};
+
+const SEVERITY_RADIUS: Record<string, number> = {
+  low: 4,
+  medium: 5,
+  high: 7,
+  critical: 9,
+};
+
+const MARGIN = { top: 20, right: 20, bottom: 30, left: 80 };
+const HEIGHT = 200;
+const SEVEN_DAYS_MS = 7 * 24 * 60 * 60 * 1000;
+
+export class CountryTimeline {
+  private container: HTMLElement;
+  private svg: d3.Selection<SVGSVGElement, unknown, null, undefined> | null = null;
+  private tooltip: HTMLDivElement | null = null;
+  private resizeObserver: ResizeObserver | null = null;
+  private currentEvents: TimelineEvent[] = [];
+
+  constructor(container: HTMLElement) {
+    this.container = container;
+    this.createTooltip();
+    this.resizeObserver = new ResizeObserver(() => {
+      if (this.currentEvents.length > 0) this.render(this.currentEvents);
+    });
+    this.resizeObserver.observe(this.container);
+  }
+
+  private createTooltip(): void {
+    this.tooltip = document.createElement('div');
+    Object.assign(this.tooltip.style, {
+      position: 'absolute',
+      pointerEvents: 'none',
+      background: 'rgba(20, 20, 30, 0.95)',
+      border: '1px solid rgba(255, 255, 255, 0.15)',
+      borderRadius: '6px',
+      padding: '6px 10px',
+      fontSize: '12px',
+      color: 'rgba(255, 255, 255, 0.85)',
+      zIndex: '9999',
+      display: 'none',
+      whiteSpace: 'nowrap',
+      boxShadow: '0 2px 8px rgba(0,0,0,0.4)',
+    });
+    this.container.style.position = 'relative';
+    this.container.appendChild(this.tooltip);
+  }
+
+  render(events: TimelineEvent[]): void {
+    this.currentEvents = events;
+    if (this.svg) this.svg.remove();
+
+    const width = this.container.clientWidth;
+    if (width <= 0) return;
+
+    const innerW = width - MARGIN.left - MARGIN.right;
+    const innerH = HEIGHT - MARGIN.top - MARGIN.bottom;
+
+    this.svg = d3
+      .select(this.container)
+      .append('svg')
+      .attr('width', width)
+      .attr('height', HEIGHT)
+      .attr('style', 'display:block;');
+
+    const g = this.svg
+      .append('g')
+      .attr('transform', `translate(${MARGIN.left},${MARGIN.top})`);
+
+    const now = Date.now();
+    const xScale = d3
+      .scaleTime()
+      .domain([new Date(now - SEVEN_DAYS_MS), new Date(now)])
+      .range([0, innerW]);
+
+    const yScale = d3
+      .scaleBand<string>()
+      .domain(LANES)
+      .range([0, innerH])
+      .padding(0.2);
+
+    this.drawGrid(g, xScale, innerH);
+    this.drawAxes(g, xScale, yScale, innerH);
+    this.drawNowMarker(g, xScale, new Date(now), innerH);
+    this.drawEmptyLaneLabels(g, events, yScale, innerW);
+    this.drawEvents(g, events, xScale, yScale);
+  }
+
+  private drawGrid(
+    g: d3.Selection<SVGGElement, unknown, null, undefined>,
+    xScale: d3.ScaleTime<number, number>,
+    innerH: number,
+  ): void {
+    const ticks = xScale.ticks(6);
+    g.selectAll('.grid-line')
+      .data(ticks)
+      .join('line')
+      .attr('x1', (d) => xScale(d))
+      .attr('x2', (d) => xScale(d))
+      .attr('y1', 0)
+      .attr('y2', innerH)
+      .attr('stroke', 'rgba(255,255,255,0.05)')
+      .attr('stroke-width', 1);
+  }
+
+  private drawAxes(
+    g: d3.Selection<SVGGElement, unknown, null, undefined>,
+    xScale: d3.ScaleTime<number, number>,
+    yScale: d3.ScaleBand<string>,
+    innerH: number,
+  ): void {
+    const xAxis = d3
+      .axisBottom(xScale)
+      .ticks(6)
+      .tickFormat(d3.timeFormat('%b %d') as (d: Date | d3.NumberValue, i: number) => string);
+
+    const xAxisG = g
+      .append('g')
+      .attr('transform', `translate(0,${innerH})`)
+      .call(xAxis);
+
+    xAxisG.selectAll('text').attr('fill', 'rgba(255,255,255,0.5)').attr('font-size', '10px');
+    xAxisG.selectAll('line').attr('stroke', 'rgba(255,255,255,0.15)');
+    xAxisG.select('.domain').attr('stroke', 'rgba(255,255,255,0.15)');
+
+    const laneLabels: Record<string, string> = {
+      protest: 'Protest',
+      conflict: 'Conflict',
+      natural: 'Natural',
+      military: 'Military',
+    };
+
+    g.selectAll('.lane-label')
+      .data(LANES)
+      .join('text')
+      .attr('x', -10)
+      .attr('y', (d) => (yScale(d) ?? 0) + yScale.bandwidth() / 2)
+      .attr('text-anchor', 'end')
+      .attr('dominant-baseline', 'central')
+      .attr('fill', (d: TimelineEvent['lane']) => LANE_COLORS[d])
+      .attr('font-size', '11px')
+      .attr('font-weight', '500')
+      .text((d: TimelineEvent['lane']) => laneLabels[d] || d);
+  }
+
+  private drawNowMarker(
+    g: d3.Selection<SVGGElement, unknown, null, undefined>,
+    xScale: d3.ScaleTime<number, number>,
+    now: Date,
+    innerH: number,
+  ): void {
+    const x = xScale(now);
+    g.append('line')
+      .attr('x1', x)
+      .attr('x2', x)
+      .attr('y1', 0)
+      .attr('y2', innerH)
+      .attr('stroke', '#ffffff')
+      .attr('stroke-width', 1)
+      .attr('stroke-dasharray', '4,3')
+      .attr('opacity', 0.6);
+
+    g.append('text')
+      .attr('x', x)
+      .attr('y', -6)
+      .attr('text-anchor', 'middle')
+      .attr('fill', 'rgba(255,255,255,0.4)')
+      .attr('font-size', '9px')
+      .text('now');
+  }
+
+  private drawEmptyLaneLabels(
+    g: d3.Selection<SVGGElement, unknown, null, undefined>,
+    events: TimelineEvent[],
+    yScale: d3.ScaleBand<string>,
+    innerW: number,
+  ): void {
+    const populatedLanes = new Set(events.map((e) => e.lane));
+    const emptyLanes = LANES.filter((l) => !populatedLanes.has(l));
+
+    g.selectAll('.empty-label')
+      .data(emptyLanes)
+      .join('text')
+      .attr('x', innerW / 2)
+      .attr('y', (d) => (yScale(d) ?? 0) + yScale.bandwidth() / 2)
+      .attr('text-anchor', 'middle')
+      .attr('dominant-baseline', 'central')
+      .attr('fill', 'rgba(255,255,255,0.2)')
+      .attr('font-size', '10px')
+      .attr('font-style', 'italic')
+      .text('No events in 7 days');
+  }
+
+  private drawEvents(
+    g: d3.Selection<SVGGElement, unknown, null, undefined>,
+    events: TimelineEvent[],
+    xScale: d3.ScaleTime<number, number>,
+    yScale: d3.ScaleBand<string>,
+  ): void {
+    const tooltip = this.tooltip!;
+    const container = this.container;
+    const fmt = d3.timeFormat('%b %d, %H:%M');
+
+    g.selectAll('.event-circle')
+      .data(events)
+      .join('circle')
+      .attr('cx', (d) => xScale(new Date(d.timestamp)))
+      .attr('cy', (d) => (yScale(d.lane) ?? 0) + yScale.bandwidth() / 2)
+      .attr('r', (d) => SEVERITY_RADIUS[d.severity ?? 'medium'] ?? 5)
+      .attr('fill', (d) => LANE_COLORS[d.lane])
+      .attr('opacity', 0.85)
+      .attr('cursor', 'pointer')
+      .attr('stroke', 'rgba(0,0,0,0.3)')
+      .attr('stroke-width', 0.5)
+      .on('mouseenter', function (event: MouseEvent, d: TimelineEvent) {
+        d3.select(this).attr('opacity', 1).attr('stroke', '#fff').attr('stroke-width', 1.5);
+        const dateStr = fmt(new Date(d.timestamp));
+        tooltip.innerHTML = `<strong>${escapeHtml(d.label)}</strong><br/>${escapeHtml(dateStr)}`;
+        tooltip.style.display = 'block';
+        const rect = container.getBoundingClientRect();
+        const x = event.clientX - rect.left + 12;
+        const y = event.clientY - rect.top - 10;
+        tooltip.style.left = `${x}px`;
+        tooltip.style.top = `${y}px`;
+      })
+      .on('mousemove', function (event: MouseEvent) {
+        const rect = container.getBoundingClientRect();
+        const x = event.clientX - rect.left + 12;
+        const y = event.clientY - rect.top - 10;
+        tooltip.style.left = `${x}px`;
+        tooltip.style.top = `${y}px`;
+      })
+      .on('mouseleave', function () {
+        d3.select(this).attr('opacity', 0.85).attr('stroke', 'rgba(0,0,0,0.3)').attr('stroke-width', 0.5);
+        tooltip.style.display = 'none';
+      });
+  }
+
+  destroy(): void {
+    if (this.resizeObserver) {
+      this.resizeObserver.disconnect();
+      this.resizeObserver = null;
+    }
+    if (this.svg) {
+      this.svg.remove();
+      this.svg = null;
+    }
+    if (this.tooltip) {
+      this.tooltip.remove();
+      this.tooltip = null;
+    }
+    this.currentEvents = [];
+  }
+}
diff --git a/src/components/DeckGLMap.ts b/src/components/DeckGLMap.ts
new file mode 100644
index 000000000..9c35df1b5
--- /dev/null
+++ b/src/components/DeckGLMap.ts
@@ -0,0 +1,3524 @@
+/**
+ * DeckGLMap - WebGL-accelerated map visualization for desktop
+ * Uses deck.gl for high-performance rendering of large datasets
+ * Mobile devices gracefully degrade to the D3/SVG-based Map component
+ */
+import { MapboxOverlay } from '@deck.gl/mapbox';
+import type { Layer, LayersList, PickingInfo } from '@deck.gl/core';
+import { GeoJsonLayer, ScatterplotLayer, PathLayer, IconLayer, TextLayer } from '@deck.gl/layers';
+import maplibregl from 'maplibre-gl';
+import Supercluster from 'supercluster';
+import type {
+  MapLayers,
+  Hotspot,
+  NewsItem,
+  Earthquake,
+  InternetOutage,
+  RelatedAsset,
+  AssetType,
+  AisDisruptionEvent,
+  AisDensityZone,
+  CableAdvisory,
+  RepairShip,
+  SocialUnrestEvent,
+  AIDataCenter,
+  AirportDelayAlert,
+  MilitaryFlight,
+  MilitaryVessel,
+  MilitaryFlightCluster,
+  MilitaryVesselCluster,
+  NaturalEvent,
+  UcdpGeoEvent,
+  DisplacementFlow,
+  ClimateAnomaly,
+  MapProtestCluster,
+  MapTechHQCluster,
+  MapTechEventCluster,
+  MapDatacenterCluster,
+  CyberThreat,
+} from '@/types';
+import { ArcLayer } from '@deck.gl/layers';
+import { HeatmapLayer } from '@deck.gl/aggregation-layers';
+import type { WeatherAlert } from '@/services/weather';
+import { escapeHtml } from '@/utils/sanitize';
+import { debounce, rafSchedule } from '@/utils/index';
+import {
+  INTEL_HOTSPOTS,
+  CONFLICT_ZONES,
+  MILITARY_BASES,
+  UNDERSEA_CABLES,
+  NUCLEAR_FACILITIES,
+  GAMMA_IRRADIATORS,
+  PIPELINES,
+  PIPELINE_COLORS,
+  STRATEGIC_WATERWAYS,
+  ECONOMIC_CENTERS,
+  AI_DATA_CENTERS,
+  SITE_VARIANT,
+  STARTUP_HUBS,
+  ACCELERATORS,
+  TECH_HQS,
+  CLOUD_REGIONS,
+  PORTS,
+  SPACEPORTS,
+  APT_GROUPS,
+  CRITICAL_MINERALS,
+} from '@/config';
+import { MapPopup, type PopupType } from './MapPopup';
+import {
+  updateHotspotEscalation,
+  getHotspotEscalation,
+  setMilitaryData,
+  setCIIGetter,
+  setGeoAlertGetter,
+} from '@/services/hotspot-escalation';
+import { getCountryScore } from '@/services/country-instability';
+import { getAlertsNearLocation } from '@/services/geo-convergence';
+import { getCountriesGeoJson, getCountryAtCoordinates } from '@/services/country-geometry';
+
+export type TimeRange = '1h' | '6h' | '24h' | '48h' | '7d' | 'all';
+export type DeckMapView = 'global' | 'america' | 'mena' | 'eu' | 'asia' | 'latam' | 'africa' | 'oceania';
+type MapInteractionMode = 'flat' | '3d';
+
+export interface CountryClickPayload {
+  lat: number;
+  lon: number;
+  code?: string;
+  name?: string;
+}
+
+interface DeckMapState {
+  zoom: number;
+  pan: { x: number; y: number };
+  view: DeckMapView;
+  layers: MapLayers;
+  timeRange: TimeRange;
+}
+
+interface HotspotWithBreaking extends Hotspot {
+  hasBreaking?: boolean;
+}
+
+interface TechEventMarker {
+  id: string;
+  title: string;
+  location: string;
+  lat: number;
+  lng: number;
+  country: string;
+  startDate: string;
+  endDate: string;
+  url: string | null;
+  daysUntil: number;
+}
+
+// View presets with longitude, latitude, zoom
+const VIEW_PRESETS: Record<DeckMapView, { longitude: number; latitude: number; zoom: number }> = {
+  global: { longitude: 0, latitude: 20, zoom: 1.5 },
+  america: { longitude: -95, latitude: 38, zoom: 3 },
+  mena: { longitude: 45, latitude: 28, zoom: 3.5 },
+  eu: { longitude: 15, latitude: 50, zoom: 3.5 },
+  asia: { longitude: 105, latitude: 35, zoom: 3 },
+  latam: { longitude: -60, latitude: -15, zoom: 3 },
+  africa: { longitude: 20, latitude: 5, zoom: 3 },
+  oceania: { longitude: 135, latitude: -25, zoom: 3.5 },
+};
+
+const MAP_INTERACTION_MODE: MapInteractionMode =
+  import.meta.env.VITE_MAP_INTERACTION_MODE === 'flat' ? 'flat' : '3d';
+
+// Zoom thresholds for layer visibility and labels (matches old Map.ts)
+// Zoom-dependent layer visibility and labels
+const LAYER_ZOOM_THRESHOLDS: Partial<Record<keyof MapLayers, { minZoom: number; showLabels?: number }>> = {
+  bases: { minZoom: 3, showLabels: 5 },
+  nuclear: { minZoom: 3 },
+  conflicts: { minZoom: 1, showLabels: 3 },
+  economic: { minZoom: 3 },
+  natural: { minZoom: 1, showLabels: 2 },
+  datacenters: { minZoom: 5 },
+  irradiators: { minZoom: 4 },
+  spaceports: { minZoom: 3 },
+};
+// Export for external use
+export { LAYER_ZOOM_THRESHOLDS };
+
+// Color constants matching the dark theme
+const COLORS = {
+  hotspotHigh: [255, 68, 68, 200] as [number, number, number, number],
+  hotspotElevated: [255, 165, 0, 200] as [number, number, number, number],
+  hotspotLow: [255, 255, 0, 180] as [number, number, number, number],
+  conflict: [255, 0, 0, 100] as [number, number, number, number],
+  base: [0, 150, 255, 200] as [number, number, number, number],
+  nuclear: [255, 215, 0, 200] as [number, number, number, number],
+  datacenter: [0, 255, 200, 180] as [number, number, number, number],
+  cable: [0, 200, 255, 150] as [number, number, number, number],
+  cableHighlight: [255, 100, 100, 200] as [number, number, number, number],
+  earthquake: [255, 100, 50, 200] as [number, number, number, number],
+  vesselMilitary: [255, 100, 100, 220] as [number, number, number, number],
+  flightMilitary: [255, 50, 50, 220] as [number, number, number, number],
+  protest: [255, 150, 0, 200] as [number, number, number, number],
+  outage: [255, 50, 50, 180] as [number, number, number, number],
+  weather: [100, 150, 255, 180] as [number, number, number, number],
+  startupHub: [0, 255, 150, 200] as [number, number, number, number],
+  techHQ: [100, 200, 255, 200] as [number, number, number, number],
+  accelerator: [255, 200, 0, 200] as [number, number, number, number],
+  cloudRegion: [150, 100, 255, 180] as [number, number, number, number],
+  ucdpStateBased: [255, 50, 50, 200] as [number, number, number, number],
+  ucdpNonState: [255, 165, 0, 200] as [number, number, number, number],
+  ucdpOneSided: [255, 255, 0, 200] as [number, number, number, number],
+};
+
+// SVG icons as data URLs for different marker shapes
+const MARKER_ICONS = {
+  // Square - for datacenters
+  square: 'data:image/svg+xml;base64,' + btoa(`<svg xmlns="http://www.w3.org/2000/svg" width="32" height="32" viewBox="0 0 32 32"><rect x="2" y="2" width="28" height="28" rx="3" fill="white"/></svg>`),
+  // Diamond - for hotspots
+  diamond: 'data:image/svg+xml;base64,' + btoa(`<svg xmlns="http://www.w3.org/2000/svg" width="32" height="32" viewBox="0 0 32 32"><polygon points="16,2 30,16 16,30 2,16" fill="white"/></svg>`),
+  // Triangle up - for military bases
+  triangleUp: 'data:image/svg+xml;base64,' + btoa(`<svg xmlns="http://www.w3.org/2000/svg" width="32" height="32" viewBox="0 0 32 32"><polygon points="16,2 30,28 2,28" fill="white"/></svg>`),
+  // Hexagon - for nuclear
+  hexagon: 'data:image/svg+xml;base64,' + btoa(`<svg xmlns="http://www.w3.org/2000/svg" width="32" height="32" viewBox="0 0 32 32"><polygon points="16,2 28,9 28,23 16,30 4,23 4,9" fill="white"/></svg>`),
+  // Circle - fallback
+  circle: 'data:image/svg+xml;base64,' + btoa(`<svg xmlns="http://www.w3.org/2000/svg" width="32" height="32" viewBox="0 0 32 32"><circle cx="16" cy="16" r="14" fill="white"/></svg>`),
+  // Star - for special markers
+  star: 'data:image/svg+xml;base64,' + btoa(`<svg xmlns="http://www.w3.org/2000/svg" width="32" height="32" viewBox="0 0 32 32"><polygon points="16,2 20,12 30,12 22,19 25,30 16,23 7,30 10,19 2,12 12,12" fill="white"/></svg>`),
+};
+
+export class DeckGLMap {
+  private static readonly MAX_CLUSTER_LEAVES = 200;
+
+  private container: HTMLElement;
+  private deckOverlay: MapboxOverlay | null = null;
+  private maplibreMap: maplibregl.Map | null = null;
+  private state: DeckMapState;
+  private popup: MapPopup;
+
+  // Data stores
+  private hotspots: HotspotWithBreaking[];
+  private earthquakes: Earthquake[] = [];
+  private weatherAlerts: WeatherAlert[] = [];
+  private outages: InternetOutage[] = [];
+  private cyberThreats: CyberThreat[] = [];
+  private aisDisruptions: AisDisruptionEvent[] = [];
+  private aisDensity: AisDensityZone[] = [];
+  private cableAdvisories: CableAdvisory[] = [];
+  private repairShips: RepairShip[] = [];
+  private protests: SocialUnrestEvent[] = [];
+  private militaryFlights: MilitaryFlight[] = [];
+  private militaryFlightClusters: MilitaryFlightCluster[] = [];
+  private militaryVessels: MilitaryVessel[] = [];
+  private militaryVesselClusters: MilitaryVesselCluster[] = [];
+  private naturalEvents: NaturalEvent[] = [];
+  private firmsFireData: Array<{ lat: number; lon: number; brightness: number; frp: number; confidence: number; region: string; acq_date: string; daynight: string }> = [];
+  private techEvents: TechEventMarker[] = [];
+  private flightDelays: AirportDelayAlert[] = [];
+  private news: NewsItem[] = [];
+  private newsLocations: Array<{ lat: number; lon: number; title: string; threatLevel: string }> = [];
+  private newsLocationFirstSeen = new Map<string, number>();
+  private ucdpEvents: UcdpGeoEvent[] = [];
+  private displacementFlows: DisplacementFlow[] = [];
+  private climateAnomalies: ClimateAnomaly[] = [];
+
+  // Country highlight state
+  private countryGeoJsonLoaded = false;
+
+  // Callbacks
+  private onHotspotClick?: (hotspot: Hotspot) => void;
+  private onTimeRangeChange?: (range: TimeRange) => void;
+  private onCountryClick?: (country: CountryClickPayload) => void;
+  private onLayerChange?: (layer: keyof MapLayers, enabled: boolean) => void;
+  private onStateChange?: (state: DeckMapState) => void;
+
+  // Highlighted assets
+  private highlightedAssets: Record<AssetType, Set<string>> = {
+    pipeline: new Set(),
+    cable: new Set(),
+    datacenter: new Set(),
+    base: new Set(),
+    nuclear: new Set(),
+  };
+
+  private timestampIntervalId: ReturnType<typeof setInterval> | null = null;
+  private renderScheduled = false;
+  private renderPaused = false;
+  private renderPending = false;
+  private resizeObserver: ResizeObserver | null = null;
+
+  private layerCache: Map<string, Layer> = new Map();
+  private lastZoomThreshold = 0;
+  private protestSC: Supercluster | null = null;
+  private techHQSC: Supercluster | null = null;
+  private techEventSC: Supercluster | null = null;
+  private datacenterSC: Supercluster | null = null;
+  private protestClusters: MapProtestCluster[] = [];
+  private techHQClusters: MapTechHQCluster[] = [];
+  private techEventClusters: MapTechEventCluster[] = [];
+  private datacenterClusters: MapDatacenterCluster[] = [];
+  private lastSCZoom = -1;
+  private lastSCBoundsKey = '';
+  private lastSCMask = '';
+  private newsPulseIntervalId: ReturnType<typeof setInterval> | null = null;
+  private readonly startupTime = Date.now();
+  private lastCableHighlightSignature = '';
+  private lastPipelineHighlightSignature = '';
+  private debouncedRebuildLayers: () => void;
+  private rafUpdateLayers: () => void;
+  private moveTimeoutId: ReturnType<typeof setTimeout> | null = null;
+
+  constructor(container: HTMLElement, initialState: DeckMapState) {
+    this.container = container;
+    this.state = initialState;
+    this.hotspots = [...INTEL_HOTSPOTS];
+
+    this.rebuildTechHQSupercluster();
+    this.rebuildDatacenterSupercluster();
+
+    this.debouncedRebuildLayers = debounce(() => {
+      if (this.renderPaused) return;
+      this.maplibreMap?.resize();
+      this.deckOverlay?.setProps({ layers: this.buildLayers() });
+    }, 150);
+    this.rafUpdateLayers = rafSchedule(() => {
+      if (this.renderPaused) return;
+      this.deckOverlay?.setProps({ layers: this.buildLayers() });
+    });
+
+    this.setupDOM();
+    this.popup = new MapPopup(container);
+
+    this.initMapLibre();
+
+    this.maplibreMap?.on('load', () => {
+      this.initDeck();
+      this.loadCountryBoundaries();
+      this.render();
+    });
+
+    this.setupResizeObserver();
+
+    this.createControls();
+    this.createTimeSlider();
+    this.createLayerToggles();
+    this.createLegend();
+    this.createTimestamp();
+  }
+
+  private setupDOM(): void {
+    const wrapper = document.createElement('div');
+    wrapper.className = 'deckgl-map-wrapper';
+    wrapper.id = 'deckglMapWrapper';
+    wrapper.style.cssText = 'position: relative; width: 100%; height: 100%; overflow: hidden;';
+
+    // MapLibre container - deck.gl renders directly into MapLibre via MapboxOverlay
+    const mapContainer = document.createElement('div');
+    mapContainer.id = 'deckgl-basemap';
+    mapContainer.style.cssText = 'position: absolute; top: 0; left: 0; width: 100%; height: 100%;';
+    wrapper.appendChild(mapContainer);
+
+    this.container.appendChild(wrapper);
+  }
+
+  private initMapLibre(): void {
+    const preset = VIEW_PRESETS[this.state.view];
+
+    this.maplibreMap = new maplibregl.Map({
+      container: 'deckgl-basemap',
+      style: {
+        version: 8,
+        name: 'Dark',
+        sources: {
+          'carto-dark': {
+            type: 'raster',
+            tiles: [
+              'https://a.basemaps.cartocdn.com/dark_all/{z}/{x}/{y}@2x.png',
+              'https://b.basemaps.cartocdn.com/dark_all/{z}/{x}/{y}@2x.png',
+              'https://c.basemaps.cartocdn.com/dark_all/{z}/{x}/{y}@2x.png',
+            ],
+            tileSize: 256,
+            attribution: '&copy; <a href="https://carto.com/">CARTO</a>',
+          },
+        },
+        layers: [
+          {
+            id: 'background',
+            type: 'background',
+            paint: {
+              'background-color': '#0a0f0c',
+            },
+          },
+          {
+            id: 'carto-dark-layer',
+            type: 'raster',
+            source: 'carto-dark',
+            minzoom: 0,
+            maxzoom: 22,
+          },
+        ],
+        glyphs: 'https://demotiles.maplibre.org/font/{fontstack}/{range}.pbf',
+      },
+      center: [preset.longitude, preset.latitude],
+      zoom: preset.zoom,
+      attributionControl: false,
+      interactive: true,
+      ...(MAP_INTERACTION_MODE === 'flat'
+        ? {
+            maxPitch: 0,
+            pitchWithRotate: false,
+            dragRotate: false,
+            touchPitch: false,
+          }
+        : {}),
+    });
+  }
+
+  private initDeck(): void {
+    if (!this.maplibreMap) return;
+
+    this.deckOverlay = new MapboxOverlay({
+      interleaved: false,
+      layers: this.buildLayers(),
+      getTooltip: (info: PickingInfo) => this.getTooltip(info),
+      onClick: (info: PickingInfo) => this.handleClick(info),
+      pickingRadius: 10,
+      useDevicePixels: window.devicePixelRatio > 2 ? 2 : true,
+    });
+
+    this.maplibreMap.addControl(this.deckOverlay as unknown as maplibregl.IControl);
+
+    this.maplibreMap.on('movestart', () => {
+      if (this.moveTimeoutId) {
+        clearTimeout(this.moveTimeoutId);
+        this.moveTimeoutId = null;
+      }
+    });
+
+    this.maplibreMap.on('moveend', () => {
+      this.lastSCZoom = -1;
+      this.rafUpdateLayers();
+    });
+
+    this.maplibreMap.on('move', () => {
+      if (this.moveTimeoutId) clearTimeout(this.moveTimeoutId);
+      this.moveTimeoutId = setTimeout(() => {
+        this.lastSCZoom = -1;
+        this.rafUpdateLayers();
+      }, 100);
+    });
+
+    this.maplibreMap.on('zoom', () => {
+      if (this.moveTimeoutId) clearTimeout(this.moveTimeoutId);
+      this.moveTimeoutId = setTimeout(() => {
+        this.lastSCZoom = -1;
+        this.rafUpdateLayers();
+      }, 100);
+    });
+
+    this.maplibreMap.on('zoomend', () => {
+      const currentZoom = Math.floor(this.maplibreMap?.getZoom() || 2);
+      const thresholdCrossed = Math.abs(currentZoom - this.lastZoomThreshold) >= 1;
+      if (thresholdCrossed) {
+        this.lastZoomThreshold = currentZoom;
+        this.debouncedRebuildLayers();
+      }
+    });
+  }
+
+  private setupResizeObserver(): void {
+    this.resizeObserver = new ResizeObserver(() => {
+      if (this.maplibreMap) {
+        this.maplibreMap.resize();
+      }
+    });
+    this.resizeObserver.observe(this.container);
+  }
+
+
+  private getSetSignature(set: Set<string>): string {
+    return [...set].sort().join('|');
+  }
+
+  private hasRecentNews(now = Date.now()): boolean {
+    for (const ts of this.newsLocationFirstSeen.values()) {
+      if (now - ts < 30_000) return true;
+    }
+    return false;
+  }
+
+  private rebuildProtestSupercluster(): void {
+    const points = this.protests.map((p, i) => ({
+      type: 'Feature' as const,
+      geometry: { type: 'Point' as const, coordinates: [p.lon, p.lat] as [number, number] },
+      properties: {
+        index: i,
+        country: p.country,
+        severity: p.severity,
+        eventType: p.eventType,
+        validated: Boolean(p.validated),
+        fatalities: Number.isFinite(p.fatalities) ? Number(p.fatalities) : 0,
+      },
+    }));
+    this.protestSC = new Supercluster({
+      radius: 60,
+      maxZoom: 14,
+      map: (props: Record<string, unknown>) => ({
+        index: Number(props.index ?? 0),
+        country: String(props.country ?? ''),
+        maxSeverityRank: props.severity === 'high' ? 2 : props.severity === 'medium' ? 1 : 0,
+        riotCount: props.eventType === 'riot' ? 1 : 0,
+        highSeverityCount: props.severity === 'high' ? 1 : 0,
+        verifiedCount: props.validated ? 1 : 0,
+        totalFatalities: Number(props.fatalities ?? 0) || 0,
+      }),
+      reduce: (acc: Record<string, unknown>, props: Record<string, unknown>) => {
+        acc.maxSeverityRank = Math.max(Number(acc.maxSeverityRank ?? 0), Number(props.maxSeverityRank ?? 0));
+        acc.riotCount = Number(acc.riotCount ?? 0) + Number(props.riotCount ?? 0);
+        acc.highSeverityCount = Number(acc.highSeverityCount ?? 0) + Number(props.highSeverityCount ?? 0);
+        acc.verifiedCount = Number(acc.verifiedCount ?? 0) + Number(props.verifiedCount ?? 0);
+        acc.totalFatalities = Number(acc.totalFatalities ?? 0) + Number(props.totalFatalities ?? 0);
+        if (!acc.country && props.country) acc.country = props.country;
+      },
+    });
+    this.protestSC.load(points);
+    this.lastSCZoom = -1;
+  }
+
+  private rebuildTechHQSupercluster(): void {
+    const points = TECH_HQS.map((h, i) => ({
+      type: 'Feature' as const,
+      geometry: { type: 'Point' as const, coordinates: [h.lon, h.lat] as [number, number] },
+      properties: {
+        index: i,
+        city: h.city,
+        country: h.country,
+        type: h.type,
+      },
+    }));
+    this.techHQSC = new Supercluster({
+      radius: 50,
+      maxZoom: 14,
+      map: (props: Record<string, unknown>) => ({
+        index: Number(props.index ?? 0),
+        city: String(props.city ?? ''),
+        country: String(props.country ?? ''),
+        faangCount: props.type === 'faang' ? 1 : 0,
+        unicornCount: props.type === 'unicorn' ? 1 : 0,
+        publicCount: props.type === 'public' ? 1 : 0,
+      }),
+      reduce: (acc: Record<string, unknown>, props: Record<string, unknown>) => {
+        acc.faangCount = Number(acc.faangCount ?? 0) + Number(props.faangCount ?? 0);
+        acc.unicornCount = Number(acc.unicornCount ?? 0) + Number(props.unicornCount ?? 0);
+        acc.publicCount = Number(acc.publicCount ?? 0) + Number(props.publicCount ?? 0);
+        if (!acc.city && props.city) acc.city = props.city;
+        if (!acc.country && props.country) acc.country = props.country;
+      },
+    });
+    this.techHQSC.load(points);
+    this.lastSCZoom = -1;
+  }
+
+  private rebuildTechEventSupercluster(): void {
+    const points = this.techEvents.map((e, i) => ({
+      type: 'Feature' as const,
+      geometry: { type: 'Point' as const, coordinates: [e.lng, e.lat] as [number, number] },
+      properties: {
+        index: i,
+        location: e.location,
+        country: e.country,
+        daysUntil: e.daysUntil,
+      },
+    }));
+    this.techEventSC = new Supercluster({
+      radius: 50,
+      maxZoom: 14,
+      map: (props: Record<string, unknown>) => {
+        const daysUntil = Number(props.daysUntil ?? Number.MAX_SAFE_INTEGER);
+        return {
+          index: Number(props.index ?? 0),
+          location: String(props.location ?? ''),
+          country: String(props.country ?? ''),
+          soonestDaysUntil: Number.isFinite(daysUntil) ? daysUntil : Number.MAX_SAFE_INTEGER,
+          soonCount: Number.isFinite(daysUntil) && daysUntil <= 14 ? 1 : 0,
+        };
+      },
+      reduce: (acc: Record<string, unknown>, props: Record<string, unknown>) => {
+        acc.soonestDaysUntil = Math.min(
+          Number(acc.soonestDaysUntil ?? Number.MAX_SAFE_INTEGER),
+          Number(props.soonestDaysUntil ?? Number.MAX_SAFE_INTEGER),
+        );
+        acc.soonCount = Number(acc.soonCount ?? 0) + Number(props.soonCount ?? 0);
+        if (!acc.location && props.location) acc.location = props.location;
+        if (!acc.country && props.country) acc.country = props.country;
+      },
+    });
+    this.techEventSC.load(points);
+    this.lastSCZoom = -1;
+  }
+
+  private rebuildDatacenterSupercluster(): void {
+    const activeDCs = AI_DATA_CENTERS.filter(dc => dc.status !== 'decommissioned');
+    const points = activeDCs.map((dc, i) => ({
+      type: 'Feature' as const,
+      geometry: { type: 'Point' as const, coordinates: [dc.lon, dc.lat] as [number, number] },
+      properties: {
+        index: i,
+        country: dc.country,
+        chipCount: dc.chipCount,
+        powerMW: dc.powerMW ?? 0,
+        status: dc.status,
+      },
+    }));
+    this.datacenterSC = new Supercluster({
+      radius: 70,
+      maxZoom: 14,
+      map: (props: Record<string, unknown>) => ({
+        index: Number(props.index ?? 0),
+        country: String(props.country ?? ''),
+        totalChips: Number(props.chipCount ?? 0) || 0,
+        totalPowerMW: Number(props.powerMW ?? 0) || 0,
+        existingCount: props.status === 'existing' ? 1 : 0,
+        plannedCount: props.status === 'planned' ? 1 : 0,
+      }),
+      reduce: (acc: Record<string, unknown>, props: Record<string, unknown>) => {
+        acc.totalChips = Number(acc.totalChips ?? 0) + Number(props.totalChips ?? 0);
+        acc.totalPowerMW = Number(acc.totalPowerMW ?? 0) + Number(props.totalPowerMW ?? 0);
+        acc.existingCount = Number(acc.existingCount ?? 0) + Number(props.existingCount ?? 0);
+        acc.plannedCount = Number(acc.plannedCount ?? 0) + Number(props.plannedCount ?? 0);
+        if (!acc.country && props.country) acc.country = props.country;
+      },
+    });
+    this.datacenterSC.load(points);
+    this.lastSCZoom = -1;
+  }
+
+  private updateClusterData(): void {
+    const zoom = Math.floor(this.maplibreMap?.getZoom() ?? 2);
+    const bounds = this.maplibreMap?.getBounds();
+    if (!bounds) return;
+    const bbox: [number, number, number, number] = [
+      bounds.getWest(), bounds.getSouth(), bounds.getEast(), bounds.getNorth(),
+    ];
+    const boundsKey = `${bbox[0].toFixed(4)}:${bbox[1].toFixed(4)}:${bbox[2].toFixed(4)}:${bbox[3].toFixed(4)}`;
+    const layers = this.state.layers;
+    const useProtests = layers.protests && this.protests.length > 0;
+    const useTechHQ = SITE_VARIANT === 'tech' && layers.techHQs;
+    const useTechEvents = SITE_VARIANT === 'tech' && layers.techEvents && this.techEvents.length > 0;
+    const useDatacenterClusters = layers.datacenters && zoom < 5;
+    const layerMask = `${Number(useProtests)}${Number(useTechHQ)}${Number(useTechEvents)}${Number(useDatacenterClusters)}`;
+    if (zoom === this.lastSCZoom && boundsKey === this.lastSCBoundsKey && layerMask === this.lastSCMask) return;
+    this.lastSCZoom = zoom;
+    this.lastSCBoundsKey = boundsKey;
+    this.lastSCMask = layerMask;
+
+    if (useProtests && this.protestSC) {
+      this.protestClusters = this.protestSC.getClusters(bbox, zoom).map(f => {
+        const coords = f.geometry.coordinates as [number, number];
+        if (f.properties.cluster) {
+          const props = f.properties as Record<string, unknown>;
+          const leaves = this.protestSC!.getLeaves(f.properties.cluster_id!, DeckGLMap.MAX_CLUSTER_LEAVES);
+          const items = leaves.map(l => this.protests[l.properties.index]).filter((x): x is SocialUnrestEvent => !!x);
+          const maxSeverityRank = Number(props.maxSeverityRank ?? 0);
+          const maxSev = maxSeverityRank >= 2 ? 'high' : maxSeverityRank === 1 ? 'medium' : 'low';
+          const riotCount = Number(props.riotCount ?? 0);
+          const highSeverityCount = Number(props.highSeverityCount ?? 0);
+          const verifiedCount = Number(props.verifiedCount ?? 0);
+          const totalFatalities = Number(props.totalFatalities ?? 0);
+          const clusterCount = Number(f.properties.point_count ?? items.length);
+          const latestRiotEventTimeMs = items.reduce((max, it) => {
+            if (it.eventType !== 'riot' || it.sourceType === 'gdelt') return max;
+            const ts = it.time.getTime();
+            return Number.isFinite(ts) ? Math.max(max, ts) : max;
+          }, 0);
+          return {
+            id: `pc-${f.properties.cluster_id}`,
+            lat: coords[1], lon: coords[0],
+            count: clusterCount,
+            items,
+            country: String(props.country ?? items[0]?.country ?? ''),
+            maxSeverity: maxSev as 'low' | 'medium' | 'high',
+            hasRiot: riotCount > 0,
+            latestRiotEventTimeMs: latestRiotEventTimeMs || undefined,
+            totalFatalities,
+            riotCount,
+            highSeverityCount,
+            verifiedCount,
+            sampled: items.length < clusterCount,
+          };
+        }
+        const item = this.protests[f.properties.index]!;
+        return {
+          id: `pp-${f.properties.index}`, lat: item.lat, lon: item.lon,
+          count: 1, items: [item], country: item.country,
+          maxSeverity: item.severity, hasRiot: item.eventType === 'riot',
+          latestRiotEventTimeMs:
+            item.eventType === 'riot' && item.sourceType !== 'gdelt' && Number.isFinite(item.time.getTime())
+              ? item.time.getTime()
+              : undefined,
+          totalFatalities: item.fatalities ?? 0,
+          riotCount: item.eventType === 'riot' ? 1 : 0,
+          highSeverityCount: item.severity === 'high' ? 1 : 0,
+          verifiedCount: item.validated ? 1 : 0,
+          sampled: false,
+        };
+      });
+    } else {
+      this.protestClusters = [];
+    }
+
+    if (useTechHQ && this.techHQSC) {
+      this.techHQClusters = this.techHQSC.getClusters(bbox, zoom).map(f => {
+        const coords = f.geometry.coordinates as [number, number];
+        if (f.properties.cluster) {
+          const props = f.properties as Record<string, unknown>;
+          const leaves = this.techHQSC!.getLeaves(f.properties.cluster_id!, DeckGLMap.MAX_CLUSTER_LEAVES);
+          const items = leaves.map(l => TECH_HQS[l.properties.index]).filter(Boolean) as typeof TECH_HQS;
+          const faangCount = Number(props.faangCount ?? 0);
+          const unicornCount = Number(props.unicornCount ?? 0);
+          const publicCount = Number(props.publicCount ?? 0);
+          const clusterCount = Number(f.properties.point_count ?? items.length);
+          const primaryType = faangCount >= unicornCount && faangCount >= publicCount
+            ? 'faang'
+            : unicornCount >= publicCount
+              ? 'unicorn'
+              : 'public';
+          return {
+            id: `hc-${f.properties.cluster_id}`,
+            lat: coords[1], lon: coords[0],
+            count: clusterCount,
+            items,
+            city: String(props.city ?? items[0]?.city ?? ''),
+            country: String(props.country ?? items[0]?.country ?? ''),
+            primaryType,
+            faangCount,
+            unicornCount,
+            publicCount,
+            sampled: items.length < clusterCount,
+          };
+        }
+        const item = TECH_HQS[f.properties.index]!;
+        return {
+          id: `hp-${f.properties.index}`, lat: item.lat, lon: item.lon,
+          count: 1, items: [item], city: item.city, country: item.country,
+          primaryType: item.type,
+          faangCount: item.type === 'faang' ? 1 : 0,
+          unicornCount: item.type === 'unicorn' ? 1 : 0,
+          publicCount: item.type === 'public' ? 1 : 0,
+          sampled: false,
+        };
+      });
+    } else {
+      this.techHQClusters = [];
+    }
+
+    if (useTechEvents && this.techEventSC) {
+      this.techEventClusters = this.techEventSC.getClusters(bbox, zoom).map(f => {
+        const coords = f.geometry.coordinates as [number, number];
+        if (f.properties.cluster) {
+          const props = f.properties as Record<string, unknown>;
+          const leaves = this.techEventSC!.getLeaves(f.properties.cluster_id!, DeckGLMap.MAX_CLUSTER_LEAVES);
+          const items = leaves.map(l => this.techEvents[l.properties.index]).filter((x): x is TechEventMarker => !!x);
+          const clusterCount = Number(f.properties.point_count ?? items.length);
+          const soonestDaysUntil = Number(props.soonestDaysUntil ?? Number.MAX_SAFE_INTEGER);
+          const soonCount = Number(props.soonCount ?? 0);
+          return {
+            id: `ec-${f.properties.cluster_id}`,
+            lat: coords[1], lon: coords[0],
+            count: clusterCount,
+            items,
+            location: String(props.location ?? items[0]?.location ?? ''),
+            country: String(props.country ?? items[0]?.country ?? ''),
+            soonestDaysUntil: Number.isFinite(soonestDaysUntil) ? soonestDaysUntil : Number.MAX_SAFE_INTEGER,
+            soonCount,
+            sampled: items.length < clusterCount,
+          };
+        }
+        const item = this.techEvents[f.properties.index]!;
+        return {
+          id: `ep-${f.properties.index}`, lat: item.lat, lon: item.lng,
+          count: 1, items: [item], location: item.location, country: item.country,
+          soonestDaysUntil: item.daysUntil,
+          soonCount: item.daysUntil <= 14 ? 1 : 0,
+          sampled: false,
+        };
+      });
+    } else {
+      this.techEventClusters = [];
+    }
+
+    if (useDatacenterClusters && this.datacenterSC) {
+      const activeDCs = AI_DATA_CENTERS.filter(dc => dc.status !== 'decommissioned');
+      this.datacenterClusters = this.datacenterSC.getClusters(bbox, zoom).map(f => {
+        const coords = f.geometry.coordinates as [number, number];
+        if (f.properties.cluster) {
+          const props = f.properties as Record<string, unknown>;
+          const leaves = this.datacenterSC!.getLeaves(f.properties.cluster_id!, DeckGLMap.MAX_CLUSTER_LEAVES);
+          const items = leaves.map(l => activeDCs[l.properties.index]).filter((x): x is AIDataCenter => !!x);
+          const clusterCount = Number(f.properties.point_count ?? items.length);
+          const existingCount = Number(props.existingCount ?? 0);
+          const plannedCount = Number(props.plannedCount ?? 0);
+          const totalChips = Number(props.totalChips ?? 0);
+          const totalPowerMW = Number(props.totalPowerMW ?? 0);
+          return {
+            id: `dc-${f.properties.cluster_id}`,
+            lat: coords[1], lon: coords[0],
+            count: clusterCount,
+            items,
+            region: String(props.country ?? items[0]?.country ?? ''),
+            country: String(props.country ?? items[0]?.country ?? ''),
+            totalChips,
+            totalPowerMW,
+            majorityExisting: existingCount >= Math.max(1, clusterCount / 2),
+            existingCount,
+            plannedCount,
+            sampled: items.length < clusterCount,
+          };
+        }
+        const item = activeDCs[f.properties.index]!;
+        return {
+          id: `dp-${f.properties.index}`, lat: item.lat, lon: item.lon,
+          count: 1, items: [item], region: item.country, country: item.country,
+          totalChips: item.chipCount, totalPowerMW: item.powerMW ?? 0,
+          majorityExisting: item.status === 'existing',
+          existingCount: item.status === 'existing' ? 1 : 0,
+          plannedCount: item.status === 'planned' ? 1 : 0,
+          sampled: false,
+        };
+      });
+    } else {
+      this.datacenterClusters = [];
+    }
+  }
+
+
+
+
+  private isLayerVisible(layerKey: keyof MapLayers): boolean {
+    const threshold = LAYER_ZOOM_THRESHOLDS[layerKey];
+    if (!threshold) return true;
+    const zoom = this.maplibreMap?.getZoom() || 2;
+    return zoom >= threshold.minZoom;
+  }
+
+  private buildLayers(): LayersList {
+    const startTime = performance.now();
+    const layers: (Layer | null | false)[] = [];
+    const { layers: mapLayers } = this.state;
+
+    // Undersea cables layer
+    if (mapLayers.cables) {
+      layers.push(this.createCablesLayer());
+    }
+
+    // Pipelines layer
+    if (mapLayers.pipelines) {
+      layers.push(this.createPipelinesLayer());
+    }
+
+    // Conflict zones layer
+    if (mapLayers.conflicts) {
+      layers.push(this.createConflictZonesLayer());
+    }
+
+    // Military bases layer — hidden at low zoom (E: progressive disclosure) + ghost
+    if (mapLayers.bases && this.isLayerVisible('bases')) {
+      layers.push(this.createBasesLayer());
+      layers.push(this.createGhostLayer('bases-layer', MILITARY_BASES, d => [d.lon, d.lat], { radiusMinPixels: 12 }));
+    }
+
+    // Nuclear facilities layer — hidden at low zoom + ghost
+    if (mapLayers.nuclear && this.isLayerVisible('nuclear')) {
+      layers.push(this.createNuclearLayer());
+      layers.push(this.createGhostLayer('nuclear-layer', NUCLEAR_FACILITIES.filter(f => f.status !== 'decommissioned'), d => [d.lon, d.lat], { radiusMinPixels: 12 }));
+    }
+
+    // Gamma irradiators layer — hidden at low zoom
+    if (mapLayers.irradiators && this.isLayerVisible('irradiators')) {
+      layers.push(this.createIrradiatorsLayer());
+    }
+
+    // Spaceports layer — hidden at low zoom
+    if (mapLayers.spaceports && this.isLayerVisible('spaceports')) {
+      layers.push(this.createSpaceportsLayer());
+    }
+
+    // Hotspots layer (all hotspots including high/breaking, with pulse + ghost)
+    if (mapLayers.hotspots) {
+      layers.push(...this.createHotspotsLayers());
+    }
+
+    // Datacenters layer - SQUARE icons at zoom >= 5, cluster dots at zoom < 5
+    const currentZoom = this.maplibreMap?.getZoom() || 2;
+    if (mapLayers.datacenters) {
+      if (currentZoom >= 5) {
+        layers.push(this.createDatacentersLayer());
+      } else {
+        layers.push(...this.createDatacenterClusterLayers());
+      }
+    }
+
+    // Earthquakes layer + ghost for easier picking
+    if (mapLayers.natural && this.earthquakes.length > 0) {
+      layers.push(this.createEarthquakesLayer());
+      layers.push(this.createGhostLayer('earthquakes-layer', this.earthquakes, d => [d.lon, d.lat], { radiusMinPixels: 12 }));
+    }
+
+    // Natural events layer
+    if (mapLayers.natural && this.naturalEvents.length > 0) {
+      layers.push(this.createNaturalEventsLayer());
+    }
+
+    // Satellite fires layer (NASA FIRMS)
+    if (mapLayers.fires && this.firmsFireData.length > 0) {
+      layers.push(this.createFiresLayer());
+    }
+
+    // Weather alerts layer
+    if (mapLayers.weather && this.weatherAlerts.length > 0) {
+      layers.push(this.createWeatherLayer());
+    }
+
+    // Internet outages layer + ghost for easier picking
+    if (mapLayers.outages && this.outages.length > 0) {
+      layers.push(this.createOutagesLayer());
+      layers.push(this.createGhostLayer('outages-layer', this.outages, d => [d.lon, d.lat], { radiusMinPixels: 12 }));
+    }
+
+    // Cyber threat IOC layer
+    if (mapLayers.cyberThreats && this.cyberThreats.length > 0) {
+      layers.push(this.createCyberThreatsLayer());
+      layers.push(this.createGhostLayer('cyber-threats-layer', this.cyberThreats, d => [d.lon, d.lat], { radiusMinPixels: 12 }));
+    }
+
+    // AIS density layer
+    if (mapLayers.ais && this.aisDensity.length > 0) {
+      layers.push(this.createAisDensityLayer());
+    }
+
+    // AIS disruptions layer (spoofing/jamming)
+    if (mapLayers.ais && this.aisDisruptions.length > 0) {
+      layers.push(this.createAisDisruptionsLayer());
+    }
+
+    // Strategic ports layer (shown with AIS)
+    if (mapLayers.ais) {
+      layers.push(this.createPortsLayer());
+    }
+
+    // Cable advisories layer (shown with cables)
+    if (mapLayers.cables && this.cableAdvisories.length > 0) {
+      layers.push(this.createCableAdvisoriesLayer());
+    }
+
+    // Repair ships layer (shown with cables)
+    if (mapLayers.cables && this.repairShips.length > 0) {
+      layers.push(this.createRepairShipsLayer());
+    }
+
+    // Flight delays layer
+    if (mapLayers.flights && this.flightDelays.length > 0) {
+      layers.push(this.createFlightDelaysLayer());
+    }
+
+    // Protests layer (Supercluster-based deck.gl layers)
+    if (mapLayers.protests && this.protests.length > 0) {
+      layers.push(...this.createProtestClusterLayers());
+    }
+
+    // Military vessels layer
+    if (mapLayers.military && this.militaryVessels.length > 0) {
+      layers.push(this.createMilitaryVesselsLayer());
+    }
+
+    // Military vessel clusters layer
+    if (mapLayers.military && this.militaryVesselClusters.length > 0) {
+      layers.push(this.createMilitaryVesselClustersLayer());
+    }
+
+    // Military flights layer
+    if (mapLayers.military && this.militaryFlights.length > 0) {
+      layers.push(this.createMilitaryFlightsLayer());
+    }
+
+    // Military flight clusters layer
+    if (mapLayers.military && this.militaryFlightClusters.length > 0) {
+      layers.push(this.createMilitaryFlightClustersLayer());
+    }
+
+    // Strategic waterways layer
+    if (mapLayers.waterways) {
+      layers.push(this.createWaterwaysLayer());
+    }
+
+    // Economic centers layer — hidden at low zoom
+    if (mapLayers.economic && this.isLayerVisible('economic')) {
+      layers.push(this.createEconomicCentersLayer());
+    }
+
+    // Critical minerals layer
+    if (mapLayers.minerals) {
+      layers.push(this.createMineralsLayer());
+    }
+
+    // APT Groups layer (geopolitical variant only - always shown, no toggle)
+    if (SITE_VARIANT !== 'tech') {
+      layers.push(this.createAPTGroupsLayer());
+    }
+
+    // UCDP georeferenced events layer
+    if (mapLayers.ucdpEvents && this.ucdpEvents.length > 0) {
+      layers.push(this.createUcdpEventsLayer());
+    }
+
+    // Displacement flows arc layer
+    if (mapLayers.displacement && this.displacementFlows.length > 0) {
+      layers.push(this.createDisplacementArcsLayer());
+    }
+
+    // Climate anomalies heatmap layer
+    if (mapLayers.climate && this.climateAnomalies.length > 0) {
+      layers.push(this.createClimateHeatmapLayer());
+    }
+
+    // Tech variant layers (Supercluster-based deck.gl layers for HQs and events)
+    if (SITE_VARIANT === 'tech') {
+      if (mapLayers.startupHubs) {
+        layers.push(this.createStartupHubsLayer());
+      }
+      if (mapLayers.techHQs) {
+        layers.push(...this.createTechHQClusterLayers());
+      }
+      if (mapLayers.accelerators) {
+        layers.push(this.createAcceleratorsLayer());
+      }
+      if (mapLayers.cloudRegions) {
+        layers.push(this.createCloudRegionsLayer());
+      }
+      if (mapLayers.techEvents && this.techEvents.length > 0) {
+        layers.push(...this.createTechEventClusterLayers());
+      }
+    }
+
+    // News geo-locations (always shown if data exists)
+    if (this.newsLocations.length > 0) {
+      layers.push(...this.createNewsLocationsLayer());
+    }
+
+    const result = layers.filter(Boolean) as LayersList;
+    const elapsed = performance.now() - startTime;
+    if (import.meta.env.DEV && elapsed > 16) {
+      console.warn(`[DeckGLMap] buildLayers took ${elapsed.toFixed(2)}ms (>16ms budget), ${result.length} layers`);
+    }
+    return result;
+  }
+
+  // Layer creation methods
+  private createCablesLayer(): PathLayer {
+    const highlightedCables = this.highlightedAssets.cable;
+    const cacheKey = 'cables-layer';
+    const cached = this.layerCache.get(cacheKey) as PathLayer | undefined;
+    const highlightSignature = this.getSetSignature(highlightedCables);
+    if (cached && highlightSignature === this.lastCableHighlightSignature) return cached;
+
+    const layer = new PathLayer({
+      id: cacheKey,
+      data: UNDERSEA_CABLES,
+      getPath: (d) => d.points,
+      getColor: (d) =>
+        highlightedCables.has(d.id) ? COLORS.cableHighlight : COLORS.cable,
+      getWidth: (d) => highlightedCables.has(d.id) ? 3 : 1,
+      widthMinPixels: 1,
+      widthMaxPixels: 5,
+      pickable: true,
+      updateTriggers: { highlighted: highlightSignature },
+    });
+
+    this.lastCableHighlightSignature = highlightSignature;
+    this.layerCache.set(cacheKey, layer);
+    return layer;
+  }
+
+  private createPipelinesLayer(): PathLayer {
+    const highlightedPipelines = this.highlightedAssets.pipeline;
+    const cacheKey = 'pipelines-layer';
+    const cached = this.layerCache.get(cacheKey) as PathLayer | undefined;
+    const highlightSignature = this.getSetSignature(highlightedPipelines);
+    if (cached && highlightSignature === this.lastPipelineHighlightSignature) return cached;
+
+    const layer = new PathLayer({
+      id: cacheKey,
+      data: PIPELINES,
+      getPath: (d) => d.points,
+      getColor: (d) => {
+        if (highlightedPipelines.has(d.id)) {
+          return [255, 100, 100, 200] as [number, number, number, number];
+        }
+        const colorKey = d.type as keyof typeof PIPELINE_COLORS;
+        const hex = PIPELINE_COLORS[colorKey] || '#666666';
+        return this.hexToRgba(hex, 150);
+      },
+      getWidth: (d) => highlightedPipelines.has(d.id) ? 3 : 1.5,
+      widthMinPixels: 1,
+      widthMaxPixels: 4,
+      pickable: true,
+      updateTriggers: { highlighted: highlightSignature },
+    });
+
+    this.lastPipelineHighlightSignature = highlightSignature;
+    this.layerCache.set(cacheKey, layer);
+    return layer;
+  }
+
+  private createConflictZonesLayer(): GeoJsonLayer {
+    const cacheKey = 'conflict-zones-layer';
+
+    const geojsonData = {
+      type: 'FeatureCollection' as const,
+      features: CONFLICT_ZONES.map(zone => ({
+        type: 'Feature' as const,
+        properties: { id: zone.id, name: zone.name, intensity: zone.intensity },
+        geometry: {
+          type: 'Polygon' as const,
+          coordinates: [zone.coords],
+        },
+      })),
+    };
+
+    const layer = new GeoJsonLayer({
+      id: cacheKey,
+      data: geojsonData,
+      filled: true,
+      stroked: true,
+      getFillColor: () => COLORS.conflict,
+      getLineColor: () => [255, 0, 0, 180] as [number, number, number, number],
+      getLineWidth: 2,
+      lineWidthMinPixels: 1,
+      pickable: true,
+    });
+    return layer;
+  }
+
+  private createBasesLayer(): IconLayer {
+    const highlightedBases = this.highlightedAssets.base;
+
+    // Base colors by operator type - semi-transparent for layering
+    // F: Fade in bases as you zoom — subtle at zoom 3, full at zoom 5+
+    const zoom = this.maplibreMap?.getZoom() || 3;
+    const alphaScale = Math.min(1, (zoom - 2.5) / 2.5); // 0.2 at zoom 3, 1.0 at zoom 5
+    const a = Math.round(160 * Math.max(0.3, alphaScale));
+
+    const getBaseColor = (type: string): [number, number, number, number] => {
+      switch (type) {
+        case 'us-nato': return [68, 136, 255, a];
+        case 'russia': return [255, 68, 68, a];
+        case 'china': return [255, 136, 68, a];
+        case 'uk': return [68, 170, 255, a];
+        case 'france': return [0, 85, 164, a];
+        case 'india': return [255, 153, 51, a];
+        case 'japan': return [188, 0, 45, a];
+        default: return [136, 136, 136, a];
+      }
+    };
+
+    // Military bases: TRIANGLE icons - color by operator, semi-transparent
+    return new IconLayer({
+      id: 'bases-layer',
+      data: MILITARY_BASES,
+      getPosition: (d) => [d.lon, d.lat],
+      getIcon: () => 'triangleUp',
+      iconAtlas: MARKER_ICONS.triangleUp,
+      iconMapping: { triangleUp: { x: 0, y: 0, width: 32, height: 32, mask: true } },
+      getSize: (d) => highlightedBases.has(d.id) ? 16 : 11,
+      getColor: (d) => {
+        if (highlightedBases.has(d.id)) {
+          return [255, 100, 100, 220] as [number, number, number, number];
+        }
+        return getBaseColor(d.type);
+      },
+      sizeScale: 1,
+      sizeMinPixels: 6,
+      sizeMaxPixels: 16,
+      pickable: true,
+    });
+  }
+
+  private createNuclearLayer(): IconLayer {
+    const highlightedNuclear = this.highlightedAssets.nuclear;
+    const data = NUCLEAR_FACILITIES.filter(f => f.status !== 'decommissioned');
+
+    // Nuclear: HEXAGON icons - yellow/orange color, semi-transparent
+    return new IconLayer({
+      id: 'nuclear-layer',
+      data,
+      getPosition: (d) => [d.lon, d.lat],
+      getIcon: () => 'hexagon',
+      iconAtlas: MARKER_ICONS.hexagon,
+      iconMapping: { hexagon: { x: 0, y: 0, width: 32, height: 32, mask: true } },
+      getSize: (d) => highlightedNuclear.has(d.id) ? 15 : 11,
+      getColor: (d) => {
+        if (highlightedNuclear.has(d.id)) {
+          return [255, 100, 100, 220] as [number, number, number, number];
+        }
+        if (d.status === 'contested') {
+          return [255, 50, 50, 200] as [number, number, number, number];
+        }
+        return [255, 220, 0, 200] as [number, number, number, number]; // Semi-transparent yellow
+      },
+      sizeScale: 1,
+      sizeMinPixels: 6,
+      sizeMaxPixels: 15,
+      pickable: true,
+    });
+  }
+
+  private createIrradiatorsLayer(): ScatterplotLayer {
+    return new ScatterplotLayer({
+      id: 'irradiators-layer',
+      data: GAMMA_IRRADIATORS,
+      getPosition: (d) => [d.lon, d.lat],
+      getRadius: 6000,
+      getFillColor: [255, 100, 255, 180] as [number, number, number, number], // Magenta
+      radiusMinPixels: 4,
+      radiusMaxPixels: 10,
+      pickable: true,
+    });
+  }
+
+  private createSpaceportsLayer(): ScatterplotLayer {
+    return new ScatterplotLayer({
+      id: 'spaceports-layer',
+      data: SPACEPORTS,
+      getPosition: (d) => [d.lon, d.lat],
+      getRadius: 10000,
+      getFillColor: [200, 100, 255, 200] as [number, number, number, number], // Purple
+      radiusMinPixels: 5,
+      radiusMaxPixels: 12,
+      pickable: true,
+    });
+  }
+
+  private createPortsLayer(): ScatterplotLayer {
+    return new ScatterplotLayer({
+      id: 'ports-layer',
+      data: PORTS,
+      getPosition: (d) => [d.lon, d.lat],
+      getRadius: 6000,
+      getFillColor: (d) => {
+        // Color by port type (matching old Map.ts icons)
+        switch (d.type) {
+          case 'naval': return [100, 150, 255, 200] as [number, number, number, number]; // Blue - ⚓
+          case 'oil': return [255, 140, 0, 200] as [number, number, number, number]; // Orange - 🛢️
+          case 'lng': return [255, 200, 50, 200] as [number, number, number, number]; // Yellow - 🛢️
+          case 'container': return [0, 200, 255, 180] as [number, number, number, number]; // Cyan - 🏭
+          case 'mixed': return [150, 200, 150, 180] as [number, number, number, number]; // Green
+          case 'bulk': return [180, 150, 120, 180] as [number, number, number, number]; // Brown
+          default: return [0, 200, 255, 160] as [number, number, number, number];
+        }
+      },
+      radiusMinPixels: 4,
+      radiusMaxPixels: 10,
+      pickable: true,
+    });
+  }
+
+  private createFlightDelaysLayer(): ScatterplotLayer {
+    return new ScatterplotLayer({
+      id: 'flight-delays-layer',
+      data: this.flightDelays,
+      getPosition: (d) => [d.lon, d.lat],
+      getRadius: (d) => {
+        if (d.severity === 'GDP') return 15000; // Ground Delay Program
+        if (d.severity === 'GS') return 12000; // Ground Stop
+        return 8000;
+      },
+      getFillColor: (d) => {
+        if (d.severity === 'GS') return [255, 50, 50, 200] as [number, number, number, number]; // Red for ground stops
+        if (d.severity === 'GDP') return [255, 150, 0, 200] as [number, number, number, number]; // Orange for delays
+        return [255, 200, 100, 180] as [number, number, number, number]; // Yellow
+      },
+      radiusMinPixels: 4,
+      radiusMaxPixels: 15,
+      pickable: true,
+    });
+  }
+
+  private createGhostLayer<T>(id: string, data: T[], getPosition: (d: T) => [number, number], opts: { radiusMinPixels?: number } = {}): ScatterplotLayer<T> {
+    return new ScatterplotLayer<T>({
+      id: `${id}-ghost`,
+      data,
+      getPosition,
+      getRadius: 1,
+      radiusMinPixels: opts.radiusMinPixels ?? 12,
+      getFillColor: [0, 0, 0, 0],
+      pickable: true,
+    });
+  }
+
+
+  private createDatacentersLayer(): IconLayer {
+    const highlightedDC = this.highlightedAssets.datacenter;
+    const data = AI_DATA_CENTERS.filter(dc => dc.status !== 'decommissioned');
+
+    // Datacenters: SQUARE icons - purple color, semi-transparent for layering
+    return new IconLayer({
+      id: 'datacenters-layer',
+      data,
+      getPosition: (d) => [d.lon, d.lat],
+      getIcon: () => 'square',
+      iconAtlas: MARKER_ICONS.square,
+      iconMapping: { square: { x: 0, y: 0, width: 32, height: 32, mask: true } },
+      getSize: (d) => highlightedDC.has(d.id) ? 14 : 10,
+      getColor: (d) => {
+        if (highlightedDC.has(d.id)) {
+          return [255, 100, 100, 200] as [number, number, number, number];
+        }
+        if (d.status === 'planned') {
+          return [136, 68, 255, 100] as [number, number, number, number]; // Transparent for planned
+        }
+        return [136, 68, 255, 140] as [number, number, number, number]; // ~55% opacity
+      },
+      sizeScale: 1,
+      sizeMinPixels: 6,
+      sizeMaxPixels: 14,
+      pickable: true,
+    });
+  }
+
+  private createEarthquakesLayer(): ScatterplotLayer {
+    return new ScatterplotLayer({
+      id: 'earthquakes-layer',
+      data: this.earthquakes,
+      getPosition: (d) => [d.lon, d.lat],
+      getRadius: (d) => Math.pow(2, d.magnitude) * 1000,
+      getFillColor: (d) => {
+        const mag = d.magnitude;
+        if (mag >= 6) return [255, 0, 0, 200] as [number, number, number, number];
+        if (mag >= 5) return [255, 100, 0, 200] as [number, number, number, number];
+        return COLORS.earthquake;
+      },
+      radiusMinPixels: 4,
+      radiusMaxPixels: 30,
+      pickable: true,
+    });
+  }
+
+  private createNaturalEventsLayer(): ScatterplotLayer {
+    return new ScatterplotLayer({
+      id: 'natural-events-layer',
+      data: this.naturalEvents,
+      getPosition: (d: NaturalEvent) => [d.lon, d.lat],
+      getRadius: (d: NaturalEvent) => d.title.startsWith('🔴') ? 20000 : d.title.startsWith('🟠') ? 15000 : 8000,
+      getFillColor: (d: NaturalEvent) => {
+        if (d.title.startsWith('🔴')) return [255, 0, 0, 220] as [number, number, number, number];
+        if (d.title.startsWith('🟠')) return [255, 140, 0, 200] as [number, number, number, number];
+        return [255, 150, 50, 180] as [number, number, number, number];
+      },
+      radiusMinPixels: 5,
+      radiusMaxPixels: 18,
+      pickable: true,
+    });
+  }
+
+  private createFiresLayer(): ScatterplotLayer {
+    return new ScatterplotLayer({
+      id: 'fires-layer',
+      data: this.firmsFireData,
+      getPosition: (d: (typeof this.firmsFireData)[0]) => [d.lon, d.lat],
+      getRadius: (d: (typeof this.firmsFireData)[0]) => Math.min(d.frp * 200, 30000) || 5000,
+      getFillColor: (d: (typeof this.firmsFireData)[0]) => {
+        if (d.brightness > 400) return [255, 30, 0, 220] as [number, number, number, number];
+        if (d.brightness > 350) return [255, 140, 0, 200] as [number, number, number, number];
+        return [255, 220, 50, 180] as [number, number, number, number];
+      },
+      radiusMinPixels: 3,
+      radiusMaxPixels: 12,
+      pickable: true,
+    });
+  }
+
+  private createWeatherLayer(): ScatterplotLayer {
+    // Filter weather alerts that have centroid coordinates
+    const alertsWithCoords = this.weatherAlerts.filter(a => a.centroid && a.centroid.length === 2);
+
+    return new ScatterplotLayer({
+      id: 'weather-layer',
+      data: alertsWithCoords,
+      getPosition: (d) => d.centroid as [number, number], // centroid is [lon, lat]
+      getRadius: 25000,
+      getFillColor: (d) => {
+        if (d.severity === 'Extreme') return [255, 0, 0, 200] as [number, number, number, number];
+        if (d.severity === 'Severe') return [255, 100, 0, 180] as [number, number, number, number];
+        if (d.severity === 'Moderate') return [255, 170, 0, 160] as [number, number, number, number];
+        return COLORS.weather;
+      },
+      radiusMinPixels: 8,
+      radiusMaxPixels: 20,
+      pickable: true,
+    });
+  }
+
+  private createOutagesLayer(): ScatterplotLayer {
+    return new ScatterplotLayer({
+      id: 'outages-layer',
+      data: this.outages,
+      getPosition: (d) => [d.lon, d.lat],
+      getRadius: 20000,
+      getFillColor: COLORS.outage,
+      radiusMinPixels: 6,
+      radiusMaxPixels: 18,
+      pickable: true,
+    });
+  }
+
+  private createCyberThreatsLayer(): ScatterplotLayer<CyberThreat> {
+    return new ScatterplotLayer<CyberThreat>({
+      id: 'cyber-threats-layer',
+      data: this.cyberThreats,
+      getPosition: (d) => [d.lon, d.lat],
+      getRadius: (d) => {
+        switch (d.severity) {
+          case 'critical': return 22000;
+          case 'high': return 17000;
+          case 'medium': return 13000;
+          default: return 9000;
+        }
+      },
+      getFillColor: (d) => {
+        switch (d.severity) {
+          case 'critical': return [255, 61, 0, 225] as [number, number, number, number];
+          case 'high': return [255, 102, 0, 205] as [number, number, number, number];
+          case 'medium': return [255, 176, 0, 185] as [number, number, number, number];
+          default: return [255, 235, 59, 170] as [number, number, number, number];
+        }
+      },
+      radiusMinPixels: 6,
+      radiusMaxPixels: 18,
+      pickable: true,
+      stroked: true,
+      getLineColor: [255, 255, 255, 160] as [number, number, number, number],
+      lineWidthMinPixels: 1,
+    });
+  }
+
+  private createAisDensityLayer(): ScatterplotLayer {
+    return new ScatterplotLayer({
+      id: 'ais-density-layer',
+      data: this.aisDensity,
+      getPosition: (d) => [d.lon, d.lat],
+      getRadius: (d) => 4000 + d.intensity * 8000,
+      getFillColor: (d) => {
+        const intensity = Math.min(Math.max(d.intensity, 0.15), 1);
+        const isCongested = (d.deltaPct || 0) >= 15;
+        const alpha = Math.round(40 + intensity * 160);
+        // Orange for congested areas, cyan for normal traffic
+        if (isCongested) {
+          return [255, 183, 3, alpha] as [number, number, number, number]; // #ffb703
+        }
+        return [0, 209, 255, alpha] as [number, number, number, number]; // #00d1ff
+      },
+      radiusMinPixels: 4,
+      radiusMaxPixels: 12,
+      pickable: true,
+    });
+  }
+
+  private createAisDisruptionsLayer(): ScatterplotLayer {
+    // AIS spoofing/jamming events
+    return new ScatterplotLayer({
+      id: 'ais-disruptions-layer',
+      data: this.aisDisruptions,
+      getPosition: (d) => [d.lon, d.lat],
+      getRadius: 12000,
+      getFillColor: (d) => {
+        // Color by severity/type
+        if (d.severity === 'high' || d.type === 'spoofing') {
+          return [255, 50, 50, 220] as [number, number, number, number]; // Red
+        }
+        if (d.severity === 'medium') {
+          return [255, 150, 0, 200] as [number, number, number, number]; // Orange
+        }
+        return [255, 200, 100, 180] as [number, number, number, number]; // Yellow
+      },
+      radiusMinPixels: 6,
+      radiusMaxPixels: 14,
+      pickable: true,
+      stroked: true,
+      getLineColor: [255, 255, 255, 150] as [number, number, number, number],
+      lineWidthMinPixels: 1,
+    });
+  }
+
+  private createCableAdvisoriesLayer(): ScatterplotLayer {
+    // Cable fault/maintenance advisories
+    return new ScatterplotLayer({
+      id: 'cable-advisories-layer',
+      data: this.cableAdvisories,
+      getPosition: (d) => [d.lon, d.lat],
+      getRadius: 10000,
+      getFillColor: (d) => {
+        if (d.severity === 'fault') {
+          return [255, 50, 50, 220] as [number, number, number, number]; // Red for faults
+        }
+        return [255, 200, 0, 200] as [number, number, number, number]; // Yellow for maintenance
+      },
+      radiusMinPixels: 5,
+      radiusMaxPixels: 12,
+      pickable: true,
+      stroked: true,
+      getLineColor: [0, 200, 255, 200] as [number, number, number, number], // Cyan outline (cable color)
+      lineWidthMinPixels: 2,
+    });
+  }
+
+  private createRepairShipsLayer(): ScatterplotLayer {
+    // Cable repair ships
+    return new ScatterplotLayer({
+      id: 'repair-ships-layer',
+      data: this.repairShips,
+      getPosition: (d) => [d.lon, d.lat],
+      getRadius: 8000,
+      getFillColor: [0, 255, 200, 200] as [number, number, number, number], // Teal
+      radiusMinPixels: 4,
+      radiusMaxPixels: 10,
+      pickable: true,
+    });
+  }
+
+  private createMilitaryVesselsLayer(): ScatterplotLayer {
+    return new ScatterplotLayer({
+      id: 'military-vessels-layer',
+      data: this.militaryVessels,
+      getPosition: (d) => [d.lon, d.lat],
+      getRadius: 6000,
+      getFillColor: COLORS.vesselMilitary,
+      radiusMinPixels: 4,
+      radiusMaxPixels: 10,
+      pickable: true,
+    });
+  }
+
+  private createMilitaryVesselClustersLayer(): ScatterplotLayer {
+    return new ScatterplotLayer({
+      id: 'military-vessel-clusters-layer',
+      data: this.militaryVesselClusters,
+      getPosition: (d) => [d.lon, d.lat],
+      getRadius: (d) => 15000 + (d.vesselCount || 1) * 3000,
+      getFillColor: (d) => {
+        // Vessel types: 'exercise' | 'deployment' | 'transit' | 'unknown'
+        const activity = d.activityType || 'unknown';
+        if (activity === 'exercise' || activity === 'deployment') return [255, 100, 100, 200] as [number, number, number, number];
+        if (activity === 'transit') return [255, 180, 100, 180] as [number, number, number, number];
+        return [200, 150, 150, 160] as [number, number, number, number];
+      },
+      radiusMinPixels: 8,
+      radiusMaxPixels: 25,
+      pickable: true,
+    });
+  }
+
+  private createMilitaryFlightsLayer(): ScatterplotLayer {
+    return new ScatterplotLayer({
+      id: 'military-flights-layer',
+      data: this.militaryFlights,
+      getPosition: (d) => [d.lon, d.lat],
+      getRadius: 8000,
+      getFillColor: COLORS.flightMilitary,
+      radiusMinPixels: 4,
+      radiusMaxPixels: 12,
+      pickable: true,
+    });
+  }
+
+  private createMilitaryFlightClustersLayer(): ScatterplotLayer {
+    return new ScatterplotLayer({
+      id: 'military-flight-clusters-layer',
+      data: this.militaryFlightClusters,
+      getPosition: (d) => [d.lon, d.lat],
+      getRadius: (d) => 15000 + (d.flightCount || 1) * 3000,
+      getFillColor: (d) => {
+        const activity = d.activityType || 'unknown';
+        if (activity === 'exercise' || activity === 'patrol') return [100, 150, 255, 200] as [number, number, number, number];
+        if (activity === 'transport') return [255, 200, 100, 180] as [number, number, number, number];
+        return [150, 150, 200, 160] as [number, number, number, number];
+      },
+      radiusMinPixels: 8,
+      radiusMaxPixels: 25,
+      pickable: true,
+    });
+  }
+
+  private createWaterwaysLayer(): ScatterplotLayer {
+    return new ScatterplotLayer({
+      id: 'waterways-layer',
+      data: STRATEGIC_WATERWAYS,
+      getPosition: (d) => [d.lon, d.lat],
+      getRadius: 10000,
+      getFillColor: [100, 150, 255, 180] as [number, number, number, number],
+      radiusMinPixels: 5,
+      radiusMaxPixels: 12,
+      pickable: true,
+    });
+  }
+
+  private createEconomicCentersLayer(): ScatterplotLayer {
+    return new ScatterplotLayer({
+      id: 'economic-centers-layer',
+      data: ECONOMIC_CENTERS,
+      getPosition: (d) => [d.lon, d.lat],
+      getRadius: 8000,
+      getFillColor: [255, 215, 0, 180] as [number, number, number, number],
+      radiusMinPixels: 4,
+      radiusMaxPixels: 10,
+      pickable: true,
+    });
+  }
+
+  private createAPTGroupsLayer(): ScatterplotLayer {
+    // APT Groups - cyber threat actor markers (geopolitical variant only)
+    // Made subtle to avoid visual clutter - small orange dots
+    return new ScatterplotLayer({
+      id: 'apt-groups-layer',
+      data: APT_GROUPS,
+      getPosition: (d) => [d.lon, d.lat],
+      getRadius: 6000,
+      getFillColor: [255, 140, 0, 140] as [number, number, number, number], // Subtle orange
+      radiusMinPixels: 4,
+      radiusMaxPixels: 8,
+      pickable: true,
+      stroked: false, // No outline - cleaner look
+    });
+  }
+
+  private createMineralsLayer(): ScatterplotLayer {
+    // Critical minerals projects
+    return new ScatterplotLayer({
+      id: 'minerals-layer',
+      data: CRITICAL_MINERALS,
+      getPosition: (d) => [d.lon, d.lat],
+      getRadius: 8000,
+      getFillColor: (d) => {
+        // Color by mineral type
+        switch (d.mineral) {
+          case 'Lithium': return [0, 200, 255, 200] as [number, number, number, number]; // Cyan
+          case 'Cobalt': return [100, 100, 255, 200] as [number, number, number, number]; // Blue
+          case 'Rare Earths': return [255, 100, 200, 200] as [number, number, number, number]; // Pink
+          case 'Nickel': return [100, 255, 100, 200] as [number, number, number, number]; // Green
+          default: return [200, 200, 200, 200] as [number, number, number, number]; // Gray
+        }
+      },
+      radiusMinPixels: 5,
+      radiusMaxPixels: 12,
+      pickable: true,
+    });
+  }
+
+  // Tech variant layers
+  private createStartupHubsLayer(): ScatterplotLayer {
+    return new ScatterplotLayer({
+      id: 'startup-hubs-layer',
+      data: STARTUP_HUBS,
+      getPosition: (d) => [d.lon, d.lat],
+      getRadius: 10000,
+      getFillColor: COLORS.startupHub,
+      radiusMinPixels: 5,
+      radiusMaxPixels: 12,
+      pickable: true,
+    });
+  }
+
+  private createAcceleratorsLayer(): ScatterplotLayer {
+    return new ScatterplotLayer({
+      id: 'accelerators-layer',
+      data: ACCELERATORS,
+      getPosition: (d) => [d.lon, d.lat],
+      getRadius: 6000,
+      getFillColor: COLORS.accelerator,
+      radiusMinPixels: 3,
+      radiusMaxPixels: 8,
+      pickable: true,
+    });
+  }
+
+  private createCloudRegionsLayer(): ScatterplotLayer {
+    return new ScatterplotLayer({
+      id: 'cloud-regions-layer',
+      data: CLOUD_REGIONS,
+      getPosition: (d) => [d.lon, d.lat],
+      getRadius: 12000,
+      getFillColor: COLORS.cloudRegion,
+      radiusMinPixels: 4,
+      radiusMaxPixels: 12,
+      pickable: true,
+    });
+  }
+
+  private createProtestClusterLayers(): Layer[] {
+    this.updateClusterData();
+    const layers: Layer[] = [];
+
+    layers.push(new ScatterplotLayer<MapProtestCluster>({
+      id: 'protest-clusters-layer',
+      data: this.protestClusters,
+      getPosition: d => [d.lon, d.lat],
+      getRadius: d => 15000 + d.count * 2000,
+      radiusMinPixels: 6,
+      radiusMaxPixels: 22,
+      getFillColor: d => {
+        if (d.hasRiot) return [220, 40, 40, 200] as [number, number, number, number];
+        if (d.maxSeverity === 'high') return [255, 80, 60, 180] as [number, number, number, number];
+        if (d.maxSeverity === 'medium') return [255, 160, 40, 160] as [number, number, number, number];
+        return [255, 220, 80, 140] as [number, number, number, number];
+      },
+      pickable: true,
+      updateTriggers: { getRadius: this.lastSCZoom, getFillColor: this.lastSCZoom },
+    }));
+
+    layers.push(this.createGhostLayer('protest-clusters-layer', this.protestClusters, d => [d.lon, d.lat], { radiusMinPixels: 14 }));
+
+    const multiClusters = this.protestClusters.filter(c => c.count > 1);
+    if (multiClusters.length > 0) {
+      layers.push(new TextLayer<MapProtestCluster>({
+        id: 'protest-clusters-badge',
+        data: multiClusters,
+        getText: d => String(d.count),
+        getPosition: d => [d.lon, d.lat],
+        background: true,
+        getBackgroundColor: [0, 0, 0, 180],
+        backgroundPadding: [4, 2, 4, 2],
+        getColor: [255, 255, 255, 255],
+        getSize: 12,
+        getPixelOffset: [0, -14],
+        pickable: false,
+        fontFamily: 'system-ui, sans-serif',
+        fontWeight: 700,
+      }));
+    }
+
+    const pulseClusters = this.protestClusters.filter(c => c.maxSeverity === 'high' || c.hasRiot);
+    if (pulseClusters.length > 0) {
+      const pulse = 1.0 + 0.8 * (0.5 + 0.5 * Math.sin((this.pulseTime || Date.now()) / 400));
+      layers.push(new ScatterplotLayer<MapProtestCluster>({
+        id: 'protest-clusters-pulse',
+        data: pulseClusters,
+        getPosition: d => [d.lon, d.lat],
+        getRadius: d => 15000 + d.count * 2000,
+        radiusScale: pulse,
+        radiusMinPixels: 8,
+        radiusMaxPixels: 30,
+        stroked: true,
+        filled: false,
+        getLineColor: d => d.hasRiot ? [220, 40, 40, 120] as [number, number, number, number] : [255, 80, 60, 100] as [number, number, number, number],
+        lineWidthMinPixels: 1.5,
+        pickable: false,
+        updateTriggers: { radiusScale: this.pulseTime },
+      }));
+    }
+
+    return layers;
+  }
+
+  private createTechHQClusterLayers(): Layer[] {
+    this.updateClusterData();
+    const layers: Layer[] = [];
+    const zoom = this.maplibreMap?.getZoom() || 2;
+
+    layers.push(new ScatterplotLayer<MapTechHQCluster>({
+      id: 'tech-hq-clusters-layer',
+      data: this.techHQClusters,
+      getPosition: d => [d.lon, d.lat],
+      getRadius: d => 10000 + d.count * 1500,
+      radiusMinPixels: 5,
+      radiusMaxPixels: 18,
+      getFillColor: d => {
+        if (d.primaryType === 'faang') return [0, 220, 120, 200] as [number, number, number, number];
+        if (d.primaryType === 'unicorn') return [255, 100, 200, 180] as [number, number, number, number];
+        return [80, 160, 255, 180] as [number, number, number, number];
+      },
+      pickable: true,
+      updateTriggers: { getRadius: this.lastSCZoom },
+    }));
+
+    layers.push(this.createGhostLayer('tech-hq-clusters-layer', this.techHQClusters, d => [d.lon, d.lat], { radiusMinPixels: 14 }));
+
+    const multiClusters = this.techHQClusters.filter(c => c.count > 1);
+    if (multiClusters.length > 0) {
+      layers.push(new TextLayer<MapTechHQCluster>({
+        id: 'tech-hq-clusters-badge',
+        data: multiClusters,
+        getText: d => String(d.count),
+        getPosition: d => [d.lon, d.lat],
+        background: true,
+        getBackgroundColor: [0, 0, 0, 180],
+        backgroundPadding: [4, 2, 4, 2],
+        getColor: [255, 255, 255, 255],
+        getSize: 12,
+        getPixelOffset: [0, -14],
+        pickable: false,
+        fontFamily: 'system-ui, sans-serif',
+        fontWeight: 700,
+      }));
+    }
+
+    if (zoom >= 3) {
+      const singles = this.techHQClusters.filter(c => c.count === 1);
+      if (singles.length > 0) {
+        layers.push(new TextLayer<MapTechHQCluster>({
+          id: 'tech-hq-clusters-label',
+          data: singles,
+          getText: d => d.items[0]?.company ?? '',
+          getPosition: d => [d.lon, d.lat],
+          getSize: 11,
+          getColor: [220, 220, 220, 200],
+          getPixelOffset: [0, 12],
+          pickable: false,
+          fontFamily: 'system-ui, sans-serif',
+        }));
+      }
+    }
+
+    return layers;
+  }
+
+  private createTechEventClusterLayers(): Layer[] {
+    this.updateClusterData();
+    const layers: Layer[] = [];
+
+    layers.push(new ScatterplotLayer<MapTechEventCluster>({
+      id: 'tech-event-clusters-layer',
+      data: this.techEventClusters,
+      getPosition: d => [d.lon, d.lat],
+      getRadius: d => 10000 + d.count * 1500,
+      radiusMinPixels: 5,
+      radiusMaxPixels: 18,
+      getFillColor: d => {
+        if (d.soonestDaysUntil <= 14) return [255, 220, 50, 200] as [number, number, number, number];
+        return [80, 140, 255, 180] as [number, number, number, number];
+      },
+      pickable: true,
+      updateTriggers: { getRadius: this.lastSCZoom },
+    }));
+
+    layers.push(this.createGhostLayer('tech-event-clusters-layer', this.techEventClusters, d => [d.lon, d.lat], { radiusMinPixels: 14 }));
+
+    const multiClusters = this.techEventClusters.filter(c => c.count > 1);
+    if (multiClusters.length > 0) {
+      layers.push(new TextLayer<MapTechEventCluster>({
+        id: 'tech-event-clusters-badge',
+        data: multiClusters,
+        getText: d => String(d.count),
+        getPosition: d => [d.lon, d.lat],
+        background: true,
+        getBackgroundColor: [0, 0, 0, 180],
+        backgroundPadding: [4, 2, 4, 2],
+        getColor: [255, 255, 255, 255],
+        getSize: 12,
+        getPixelOffset: [0, -14],
+        pickable: false,
+        fontFamily: 'system-ui, sans-serif',
+        fontWeight: 700,
+      }));
+    }
+
+    return layers;
+  }
+
+  private createDatacenterClusterLayers(): Layer[] {
+    this.updateClusterData();
+    const layers: Layer[] = [];
+
+    layers.push(new ScatterplotLayer<MapDatacenterCluster>({
+      id: 'datacenter-clusters-layer',
+      data: this.datacenterClusters,
+      getPosition: d => [d.lon, d.lat],
+      getRadius: d => 15000 + d.count * 2000,
+      radiusMinPixels: 6,
+      radiusMaxPixels: 20,
+      getFillColor: d => {
+        if (d.majorityExisting) return [160, 80, 255, 180] as [number, number, number, number];
+        return [80, 160, 255, 180] as [number, number, number, number];
+      },
+      pickable: true,
+      updateTriggers: { getRadius: this.lastSCZoom },
+    }));
+
+    layers.push(this.createGhostLayer('datacenter-clusters-layer', this.datacenterClusters, d => [d.lon, d.lat], { radiusMinPixels: 14 }));
+
+    const multiClusters = this.datacenterClusters.filter(c => c.count > 1);
+    if (multiClusters.length > 0) {
+      layers.push(new TextLayer<MapDatacenterCluster>({
+        id: 'datacenter-clusters-badge',
+        data: multiClusters,
+        getText: d => String(d.count),
+        getPosition: d => [d.lon, d.lat],
+        background: true,
+        getBackgroundColor: [0, 0, 0, 180],
+        backgroundPadding: [4, 2, 4, 2],
+        getColor: [255, 255, 255, 255],
+        getSize: 12,
+        getPixelOffset: [0, -14],
+        pickable: false,
+        fontFamily: 'system-ui, sans-serif',
+        fontWeight: 700,
+      }));
+    }
+
+    return layers;
+  }
+
+  private createHotspotsLayers(): Layer[] {
+    const zoom = this.maplibreMap?.getZoom() || 2;
+    const zoomScale = Math.min(1, (zoom - 1) / 3);
+    const maxPx = 6 + Math.round(14 * zoomScale);
+    const baseOpacity = zoom < 2.5 ? 0.5 : zoom < 4 ? 0.7 : 1.0;
+    const layers: Layer[] = [];
+
+    layers.push(new ScatterplotLayer({
+      id: 'hotspots-layer',
+      data: this.hotspots,
+      getPosition: (d) => [d.lon, d.lat],
+      getRadius: (d) => {
+        const score = d.escalationScore || 1;
+        return 10000 + score * 5000;
+      },
+      getFillColor: (d) => {
+        const score = d.escalationScore || 1;
+        const a = Math.round((score >= 4 ? 200 : score >= 2 ? 200 : 180) * baseOpacity);
+        if (score >= 4) return [255, 68, 68, a] as [number, number, number, number];
+        if (score >= 2) return [255, 165, 0, a] as [number, number, number, number];
+        return [255, 255, 0, a] as [number, number, number, number];
+      },
+      radiusMinPixels: 4,
+      radiusMaxPixels: maxPx,
+      pickable: true,
+      stroked: true,
+      getLineColor: (d) =>
+        d.hasBreaking ? [255, 255, 255, 255] as [number, number, number, number] : [0, 0, 0, 0] as [number, number, number, number],
+      lineWidthMinPixels: 2,
+    }));
+
+    layers.push(this.createGhostLayer('hotspots-layer', this.hotspots, d => [d.lon, d.lat], { radiusMinPixels: 14 }));
+
+    const highHotspots = this.hotspots.filter(h => h.level === 'high' || h.hasBreaking);
+    if (highHotspots.length > 0) {
+      const pulse = 1.0 + 0.8 * (0.5 + 0.5 * Math.sin((this.pulseTime || Date.now()) / 400));
+      layers.push(new ScatterplotLayer({
+        id: 'hotspots-pulse',
+        data: highHotspots,
+        getPosition: (d) => [d.lon, d.lat],
+        getRadius: (d) => {
+          const score = d.escalationScore || 1;
+          return 10000 + score * 5000;
+        },
+        radiusScale: pulse,
+        radiusMinPixels: 6,
+        radiusMaxPixels: 30,
+        stroked: true,
+        filled: false,
+        getLineColor: (d) => {
+          const a = Math.round(120 * baseOpacity);
+          return d.hasBreaking ? [255, 50, 50, a] as [number, number, number, number] : [255, 165, 0, a] as [number, number, number, number];
+        },
+        lineWidthMinPixels: 1.5,
+        pickable: false,
+        updateTriggers: { radiusScale: this.pulseTime },
+      }));
+
+    }
+
+    return layers;
+  }
+
+  private pulseTime = 0;
+
+  private canPulse(now = Date.now()): boolean {
+    return now - this.startupTime > 60_000;
+  }
+
+  private hasRecentRiot(now = Date.now(), windowMs = 2 * 60 * 60 * 1000): boolean {
+    const hasRecentClusterRiot = this.protestClusters.some(c =>
+      c.hasRiot && c.latestRiotEventTimeMs != null && (now - c.latestRiotEventTimeMs) < windowMs
+    );
+    if (hasRecentClusterRiot) return true;
+
+    // Fallback to raw protests because syncPulseAnimation can run before cluster data refreshes.
+    return this.protests.some((p) => {
+      if (p.eventType !== 'riot' || p.sourceType === 'gdelt') return false;
+      const ts = p.time.getTime();
+      return Number.isFinite(ts) && (now - ts) < windowMs;
+    });
+  }
+
+  private needsPulseAnimation(now = Date.now()): boolean {
+    return this.hasRecentNews(now)
+      || this.hasRecentRiot(now)
+      || this.hotspots.some(h => h.hasBreaking);
+  }
+
+  private syncPulseAnimation(now = Date.now()): void {
+    if (this.renderPaused) {
+      if (this.newsPulseIntervalId !== null) this.stopPulseAnimation();
+      return;
+    }
+    const shouldPulse = this.canPulse(now) && this.needsPulseAnimation(now);
+    if (shouldPulse && this.newsPulseIntervalId === null) {
+      this.startPulseAnimation();
+    } else if (!shouldPulse && this.newsPulseIntervalId !== null) {
+      this.stopPulseAnimation();
+    }
+  }
+
+  private startPulseAnimation(): void {
+    if (this.newsPulseIntervalId !== null) return;
+    const PULSE_UPDATE_INTERVAL_MS = 500;
+
+    this.newsPulseIntervalId = setInterval(() => {
+      const now = Date.now();
+      if (!this.needsPulseAnimation(now)) {
+        this.pulseTime = now;
+        this.stopPulseAnimation();
+        this.rafUpdateLayers();
+        return;
+      }
+      this.pulseTime = now;
+      this.rafUpdateLayers();
+    }, PULSE_UPDATE_INTERVAL_MS);
+  }
+
+  private stopPulseAnimation(): void {
+    if (this.newsPulseIntervalId !== null) {
+      clearInterval(this.newsPulseIntervalId);
+      this.newsPulseIntervalId = null;
+    }
+  }
+
+  private createNewsLocationsLayer(): ScatterplotLayer[] {
+    const zoom = this.maplibreMap?.getZoom() || 2;
+    const alphaScale = zoom < 2.5 ? 0.4 : zoom < 4 ? 0.7 : 1.0;
+    const THREAT_RGB: Record<string, [number, number, number]> = {
+      critical: [239, 68, 68],
+      high: [249, 115, 22],
+      medium: [234, 179, 8],
+      low: [34, 197, 94],
+      info: [59, 130, 246],
+    };
+    const THREAT_ALPHA: Record<string, number> = {
+      critical: 220,
+      high: 190,
+      medium: 160,
+      low: 120,
+      info: 80,
+    };
+
+    const now = this.pulseTime || Date.now();
+    const PULSE_DURATION = 30_000;
+
+    const layers: ScatterplotLayer[] = [
+      new ScatterplotLayer({
+        id: 'news-locations-layer',
+        data: this.newsLocations,
+        getPosition: (d) => [d.lon, d.lat],
+        getRadius: 18000,
+        getFillColor: (d) => {
+          const rgb = THREAT_RGB[d.threatLevel] || [59, 130, 246];
+          const a = Math.round((THREAT_ALPHA[d.threatLevel] || 120) * alphaScale);
+          return [...rgb, a] as [number, number, number, number];
+        },
+        radiusMinPixels: 3,
+        radiusMaxPixels: 12,
+        pickable: true,
+      }),
+    ];
+
+    const recentNews = this.newsLocations.filter(d => {
+      const firstSeen = this.newsLocationFirstSeen.get(d.title);
+      return firstSeen && (now - firstSeen) < PULSE_DURATION;
+    });
+
+    if (recentNews.length > 0) {
+      const pulse = 1.0 + 1.5 * (0.5 + 0.5 * Math.sin(now / 318));
+
+      layers.push(new ScatterplotLayer({
+        id: 'news-pulse-layer',
+        data: recentNews,
+        getPosition: (d) => [d.lon, d.lat],
+        getRadius: 18000,
+        radiusScale: pulse,
+        radiusMinPixels: 6,
+        radiusMaxPixels: 30,
+        pickable: false,
+        stroked: true,
+        filled: false,
+        getLineColor: (d) => {
+          const rgb = THREAT_RGB[d.threatLevel] || [59, 130, 246];
+          const firstSeen = this.newsLocationFirstSeen.get(d.title) || now;
+          const age = now - firstSeen;
+          const fadeOut = Math.max(0, 1 - age / PULSE_DURATION);
+          const a = Math.round(150 * fadeOut * alphaScale);
+          return [...rgb, a] as [number, number, number, number];
+        },
+        lineWidthMinPixels: 1.5,
+        updateTriggers: { pulseTime: now },
+      }));
+    }
+
+    return layers;
+  }
+
+  private getTooltip(info: PickingInfo): { html: string } | null {
+    if (!info.object) return null;
+
+    const rawLayerId = info.layer?.id || '';
+    const layerId = rawLayerId.endsWith('-ghost') ? rawLayerId.slice(0, -6) : rawLayerId;
+    // eslint-disable-next-line @typescript-eslint/no-explicit-any
+    const obj = info.object as any;
+    const text = (value: unknown): string => escapeHtml(String(value ?? ''));
+
+    switch (layerId) {
+      case 'hotspots-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>${text(obj.name)}</strong><br/>${text(obj.subtext)}</div>` };
+      case 'earthquakes-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>M${(obj.magnitude || 0).toFixed(1)} Earthquake</strong><br/>${text(obj.place)}</div>` };
+      case 'military-vessels-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>${text(obj.name)}</strong><br/>${text(obj.operatorCountry)}</div>` };
+      case 'military-flights-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>${text(obj.callsign || obj.registration || 'Military Aircraft')}</strong><br/>${text(obj.type)}</div>` };
+      case 'military-vessel-clusters-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>${text(obj.name || 'Vessel Cluster')}</strong><br/>${obj.vesselCount || 0} vessels<br/>${text(obj.activityType)}</div>` };
+      case 'military-flight-clusters-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>${text(obj.name || 'Flight Cluster')}</strong><br/>${obj.flightCount || 0} aircraft<br/>${text(obj.activityType)}</div>` };
+      case 'protests-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>${text(obj.title)}</strong><br/>${text(obj.country)}</div>` };
+      case 'protest-clusters-layer':
+        if (obj.count === 1) {
+          const item = obj.items?.[0];
+          return { html: `<div class="deckgl-tooltip"><strong>${text(item?.title || 'Protest')}</strong><br/>${text(item?.city || item?.country || '')}</div>` };
+        }
+        return { html: `<div class="deckgl-tooltip"><strong>${obj.count} protests</strong><br/>${text(obj.country)}</div>` };
+      case 'tech-hq-clusters-layer':
+        if (obj.count === 1) {
+          const hq = obj.items?.[0];
+          return { html: `<div class="deckgl-tooltip"><strong>${text(hq?.company || '')}</strong><br/>${text(hq?.city || '')}</div>` };
+        }
+        return { html: `<div class="deckgl-tooltip"><strong>${obj.count} tech HQs</strong><br/>${text(obj.city)}</div>` };
+      case 'tech-event-clusters-layer':
+        if (obj.count === 1) {
+          const ev = obj.items?.[0];
+          return { html: `<div class="deckgl-tooltip"><strong>${text(ev?.title || '')}</strong><br/>${text(ev?.location || '')}</div>` };
+        }
+        return { html: `<div class="deckgl-tooltip"><strong>${obj.count} tech events</strong><br/>${text(obj.location)}</div>` };
+      case 'datacenter-clusters-layer':
+        if (obj.count === 1) {
+          const dc = obj.items?.[0];
+          return { html: `<div class="deckgl-tooltip"><strong>${text(dc?.name || '')}</strong><br/>${text(dc?.owner || '')}</div>` };
+        }
+        return { html: `<div class="deckgl-tooltip"><strong>${obj.count} data centers</strong><br/>${text(obj.country)}</div>` };
+      case 'bases-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>${text(obj.name)}</strong><br/>${text(obj.country)}</div>` };
+      case 'nuclear-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>${text(obj.name)}</strong><br/>${text(obj.type)}</div>` };
+      case 'datacenters-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>${text(obj.name)}</strong><br/>${text(obj.owner)}</div>` };
+      case 'cables-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>${text(obj.name)}</strong><br/>Undersea Cable</div>` };
+      case 'pipelines-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>${text(obj.name)}</strong><br/>${text(obj.type)} Pipeline</div>` };
+      case 'conflict-zones-layer': {
+        const props = obj.properties || obj;
+        return { html: `<div class="deckgl-tooltip"><strong>${text(props.name)}</strong><br/>Conflict Zone</div>` };
+      }
+      case 'natural-events-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>${text(obj.title)}</strong><br/>${text(obj.category || 'Natural Event')}</div>` };
+      case 'ais-density-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>Ship Traffic</strong><br/>Intensity: ${text(obj.intensity)}</div>` };
+      case 'waterways-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>${text(obj.name)}</strong><br/>Strategic Waterway</div>` };
+      case 'economic-centers-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>${text(obj.name)}</strong><br/>${text(obj.country)}</div>` };
+      case 'startup-hubs-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>${text(obj.city)}</strong><br/>${text(obj.country)}</div>` };
+      case 'tech-hqs-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>${text(obj.company)}</strong><br/>${text(obj.city)}</div>` };
+      case 'accelerators-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>${text(obj.name)}</strong><br/>${text(obj.city)}</div>` };
+      case 'cloud-regions-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>${text(obj.provider)}</strong><br/>${text(obj.region)}</div>` };
+      case 'tech-events-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>${text(obj.title)}</strong><br/>${text(obj.location)}</div>` };
+      case 'irradiators-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>${text(obj.name)}</strong><br/>${text(obj.type || 'Gamma Irradiator')}</div>` };
+      case 'spaceports-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>${text(obj.name)}</strong><br/>${text(obj.country || 'Spaceport')}</div>` };
+      case 'ports-layer': {
+        const typeIcon = obj.type === 'naval' ? '⚓' : obj.type === 'oil' || obj.type === 'lng' ? '🛢️' : '🏭';
+        return { html: `<div class="deckgl-tooltip"><strong>${typeIcon} ${text(obj.name)}</strong><br/>${text(obj.type || 'Port')} - ${text(obj.country)}</div>` };
+      }
+      case 'flight-delays-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>${text(obj.airport)}</strong><br/>${text(obj.severity)}: ${text(obj.reason)}</div>` };
+      case 'apt-groups-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>${text(obj.name)}</strong><br/>${text(obj.aka)}<br/>Sponsor: ${text(obj.sponsor)}</div>` };
+      case 'minerals-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>${text(obj.name)}</strong><br/>${text(obj.mineral)} - ${text(obj.country)}<br/>${text(obj.operator)}</div>` };
+      case 'ais-disruptions-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>AIS ${text(obj.type || 'Disruption')}</strong><br/>${text(obj.severity)} severity<br/>${text(obj.description)}</div>` };
+      case 'cable-advisories-layer': {
+        const cableName = UNDERSEA_CABLES.find(c => c.id === obj.cableId)?.name || obj.cableId;
+        return { html: `<div class="deckgl-tooltip"><strong>${text(cableName)}</strong><br/>${text(obj.severity || 'Advisory')}<br/>${text(obj.description)}</div>` };
+      }
+      case 'repair-ships-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>${text(obj.name || 'Repair Ship')}</strong><br/>${text(obj.status)}</div>` };
+      case 'weather-layer': {
+        const areaDesc = typeof obj.areaDesc === 'string' ? obj.areaDesc : '';
+        const area = areaDesc ? `<br/><small>${text(areaDesc.slice(0, 50))}${areaDesc.length > 50 ? '...' : ''}</small>` : '';
+        return { html: `<div class="deckgl-tooltip"><strong>${text(obj.event || 'Weather Alert')}</strong><br/>${text(obj.severity)}${area}</div>` };
+      }
+      case 'outages-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>${text(obj.asn || 'Internet Outage')}</strong><br/>${text(obj.country)}</div>` };
+      case 'cyber-threats-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>Cyber Threat</strong><br/>${text(obj.severity || 'medium')} · ${text(obj.country || 'Unknown')}</div>` };
+      case 'news-locations-layer':
+        return { html: `<div class="deckgl-tooltip"><strong>📰 News</strong><br/>${text(obj.title?.slice(0, 80) || '')}</div>` };
+      default:
+        return null;
+    }
+  }
+
+  private handleClick(info: PickingInfo): void {
+    if (!info.object) {
+      // Empty map click → country detection
+      if (info.coordinate && this.onCountryClick) {
+        const [lon, lat] = info.coordinate as [number, number];
+        const country = this.resolveCountryFromCoordinate(lon, lat);
+        this.onCountryClick({
+          lat,
+          lon,
+          ...(country ? { code: country.code, name: country.name } : {}),
+        });
+      }
+      return;
+    }
+
+    const rawClickLayerId = info.layer?.id || '';
+    const layerId = rawClickLayerId.endsWith('-ghost') ? rawClickLayerId.slice(0, -6) : rawClickLayerId;
+
+    // Hotspots show popup with related news
+    if (layerId === 'hotspots-layer') {
+      const hotspot = info.object as Hotspot;
+      const relatedNews = this.getRelatedNews(hotspot);
+      this.popup.show({
+        type: 'hotspot',
+        data: hotspot,
+        relatedNews,
+        x: info.x,
+        y: info.y,
+      });
+      this.popup.loadHotspotGdeltContext(hotspot);
+      this.onHotspotClick?.(hotspot);
+      return;
+    }
+
+    // Handle cluster layers with single/multi logic
+    if (layerId === 'protest-clusters-layer') {
+      const cluster = info.object as MapProtestCluster;
+      if (cluster.count === 1 && cluster.items[0]) {
+        this.popup.show({ type: 'protest', data: cluster.items[0], x: info.x, y: info.y });
+      } else {
+        this.popup.show({
+          type: 'protestCluster',
+          data: {
+            items: cluster.items,
+            country: cluster.country,
+            count: cluster.count,
+            riotCount: cluster.riotCount,
+            highSeverityCount: cluster.highSeverityCount,
+            verifiedCount: cluster.verifiedCount,
+            totalFatalities: cluster.totalFatalities,
+            sampled: cluster.sampled,
+          },
+          x: info.x,
+          y: info.y,
+        });
+      }
+      return;
+    }
+    if (layerId === 'tech-hq-clusters-layer') {
+      const cluster = info.object as MapTechHQCluster;
+      if (cluster.count === 1 && cluster.items[0]) {
+        this.popup.show({ type: 'techHQ', data: cluster.items[0], x: info.x, y: info.y });
+      } else {
+        this.popup.show({
+          type: 'techHQCluster',
+          data: {
+            items: cluster.items,
+            city: cluster.city,
+            country: cluster.country,
+            count: cluster.count,
+            faangCount: cluster.faangCount,
+            unicornCount: cluster.unicornCount,
+            publicCount: cluster.publicCount,
+            sampled: cluster.sampled,
+          },
+          x: info.x,
+          y: info.y,
+        });
+      }
+      return;
+    }
+    if (layerId === 'tech-event-clusters-layer') {
+      const cluster = info.object as MapTechEventCluster;
+      if (cluster.count === 1 && cluster.items[0]) {
+        this.popup.show({ type: 'techEvent', data: cluster.items[0], x: info.x, y: info.y });
+      } else {
+        this.popup.show({
+          type: 'techEventCluster',
+          data: {
+            items: cluster.items,
+            location: cluster.location,
+            country: cluster.country,
+            count: cluster.count,
+            soonCount: cluster.soonCount,
+            sampled: cluster.sampled,
+          },
+          x: info.x,
+          y: info.y,
+        });
+      }
+      return;
+    }
+    if (layerId === 'datacenter-clusters-layer') {
+      const cluster = info.object as MapDatacenterCluster;
+      if (cluster.count === 1 && cluster.items[0]) {
+        this.popup.show({ type: 'datacenter', data: cluster.items[0], x: info.x, y: info.y });
+      } else {
+        this.popup.show({
+          type: 'datacenterCluster',
+          data: {
+            items: cluster.items,
+            region: cluster.region || cluster.country,
+            country: cluster.country,
+            count: cluster.count,
+            totalChips: cluster.totalChips,
+            totalPowerMW: cluster.totalPowerMW,
+            existingCount: cluster.existingCount,
+            plannedCount: cluster.plannedCount,
+            sampled: cluster.sampled,
+          },
+          x: info.x,
+          y: info.y,
+        });
+      }
+      return;
+    }
+
+    // Map layer IDs to popup types
+    const layerToPopupType: Record<string, PopupType> = {
+      'conflict-zones-layer': 'conflict',
+      'bases-layer': 'base',
+      'nuclear-layer': 'nuclear',
+      'irradiators-layer': 'irradiator',
+      'datacenters-layer': 'datacenter',
+      'cables-layer': 'cable',
+      'pipelines-layer': 'pipeline',
+      'earthquakes-layer': 'earthquake',
+      'weather-layer': 'weather',
+      'outages-layer': 'outage',
+      'cyber-threats-layer': 'cyberThreat',
+      'protests-layer': 'protest',
+      'military-flights-layer': 'militaryFlight',
+      'military-vessels-layer': 'militaryVessel',
+      'military-vessel-clusters-layer': 'militaryVesselCluster',
+      'military-flight-clusters-layer': 'militaryFlightCluster',
+      'natural-events-layer': 'natEvent',
+      'waterways-layer': 'waterway',
+      'economic-centers-layer': 'economic',
+      'spaceports-layer': 'spaceport',
+      'ports-layer': 'port',
+      'flight-delays-layer': 'flight',
+      'startup-hubs-layer': 'startupHub',
+      'tech-hqs-layer': 'techHQ',
+      'accelerators-layer': 'accelerator',
+      'cloud-regions-layer': 'cloudRegion',
+      'tech-events-layer': 'techEvent',
+      'apt-groups-layer': 'apt',
+      'minerals-layer': 'mineral',
+      'ais-disruptions-layer': 'ais',
+      'cable-advisories-layer': 'cable-advisory',
+      'repair-ships-layer': 'repair-ship',
+    };
+
+    const popupType = layerToPopupType[layerId];
+    if (!popupType) return;
+
+    // For GeoJSON layers, the data is in properties
+    let data = info.object;
+    if (layerId === 'conflict-zones-layer' && info.object.properties) {
+      // Find the full conflict zone data from config
+      const conflictId = info.object.properties.id;
+      const fullConflict = CONFLICT_ZONES.find(c => c.id === conflictId);
+      if (fullConflict) data = fullConflict;
+    }
+
+    // Get click coordinates relative to container
+    const x = info.x ?? 0;
+    const y = info.y ?? 0;
+
+    this.popup.show({
+      type: popupType,
+      data: data,
+      x,
+      y,
+    });
+  }
+
+  // Utility methods
+  private hexToRgba(hex: string, alpha: number): [number, number, number, number] {
+    const result = /^#?([a-f\d]{2})([a-f\d]{2})([a-f\d]{2})$/i.exec(hex);
+    if (result && result[1] && result[2] && result[3]) {
+      return [
+        parseInt(result[1], 16),
+        parseInt(result[2], 16),
+        parseInt(result[3], 16),
+        alpha,
+      ];
+    }
+    return [100, 100, 100, alpha];
+  }
+
+  // UI Creation methods
+  private createControls(): void {
+    const controls = document.createElement('div');
+    controls.className = 'map-controls deckgl-controls';
+    controls.innerHTML = `
+      <div class="zoom-controls">
+        <button class="map-btn zoom-in" title="Zoom In">+</button>
+        <button class="map-btn zoom-out" title="Zoom Out">-</button>
+        <button class="map-btn zoom-reset" title="Reset View">&#8962;</button>
+      </div>
+      <div class="view-selector">
+        <select class="view-select">
+          <option value="global">Global</option>
+          <option value="america">Americas</option>
+          <option value="mena">MENA</option>
+          <option value="eu">Europe</option>
+          <option value="asia">Asia</option>
+          <option value="latam">Latin America</option>
+          <option value="africa">Africa</option>
+          <option value="oceania">Oceania</option>
+        </select>
+      </div>
+    `;
+
+    this.container.appendChild(controls);
+
+    // Bind events - use event delegation for reliability
+    controls.addEventListener('click', (e) => {
+      const target = e.target as HTMLElement;
+      if (target.classList.contains('zoom-in')) this.zoomIn();
+      else if (target.classList.contains('zoom-out')) this.zoomOut();
+      else if (target.classList.contains('zoom-reset')) this.resetView();
+    });
+
+    const viewSelect = controls.querySelector('.view-select') as HTMLSelectElement;
+    viewSelect.value = this.state.view;
+    viewSelect.addEventListener('change', () => {
+      this.setView(viewSelect.value as DeckMapView);
+    });
+  }
+
+  private createTimeSlider(): void {
+    const slider = document.createElement('div');
+    slider.className = 'time-slider deckgl-time-slider';
+    slider.innerHTML = `
+      <div class="time-options">
+        <button class="time-btn ${this.state.timeRange === '1h' ? 'active' : ''}" data-range="1h">1h</button>
+        <button class="time-btn ${this.state.timeRange === '6h' ? 'active' : ''}" data-range="6h">6h</button>
+        <button class="time-btn ${this.state.timeRange === '24h' ? 'active' : ''}" data-range="24h">24h</button>
+        <button class="time-btn ${this.state.timeRange === '48h' ? 'active' : ''}" data-range="48h">48h</button>
+        <button class="time-btn ${this.state.timeRange === '7d' ? 'active' : ''}" data-range="7d">7d</button>
+        <button class="time-btn ${this.state.timeRange === 'all' ? 'active' : ''}" data-range="all">All</button>
+      </div>
+    `;
+
+    this.container.appendChild(slider);
+
+    slider.querySelectorAll('.time-btn').forEach(btn => {
+      btn.addEventListener('click', () => {
+        const range = (btn as HTMLElement).dataset.range as TimeRange;
+        this.setTimeRange(range);
+        slider.querySelectorAll('.time-btn').forEach(b => b.classList.remove('active'));
+        btn.classList.add('active');
+      });
+    });
+  }
+
+  private createLayerToggles(): void {
+    const toggles = document.createElement('div');
+    toggles.className = 'layer-toggles deckgl-layer-toggles';
+
+    const layerConfig = SITE_VARIANT === 'tech'
+      ? [
+          { key: 'startupHubs', label: 'Startup Hubs', icon: '&#128640;' },
+          { key: 'techHQs', label: 'Tech HQs', icon: '&#127970;' },
+          { key: 'accelerators', label: 'Accelerators', icon: '&#9889;' },
+          { key: 'cloudRegions', label: 'Cloud Regions', icon: '&#9729;' },
+          { key: 'datacenters', label: 'AI Data Centers', icon: '&#128421;' },
+          { key: 'cables', label: 'Undersea Cables', icon: '&#128268;' },
+          { key: 'outages', label: 'Internet Outages', icon: '&#128225;' },
+          { key: 'cyberThreats', label: 'Cyber Threats', icon: '&#128737;' },
+          { key: 'techEvents', label: 'Tech Events', icon: '&#128197;' },
+          { key: 'natural', label: 'Natural Events', icon: '&#127755;' },
+          { key: 'fires', label: 'Fires', icon: '&#128293;' },
+        ]
+      : [
+          { key: 'hotspots', label: 'Intel Hotspots', icon: '&#127919;' },
+          { key: 'conflicts', label: 'Conflict Zones', icon: '&#9876;' },
+          { key: 'bases', label: 'Military Bases', icon: '&#127963;' },
+          { key: 'nuclear', label: 'Nuclear Sites', icon: '&#9762;' },
+          { key: 'irradiators', label: 'Gamma Irradiators', icon: '&#9888;' },
+          { key: 'spaceports', label: 'Spaceports', icon: '&#128640;' },
+          { key: 'cables', label: 'Undersea Cables', icon: '&#128268;' },
+          { key: 'pipelines', label: 'Pipelines', icon: '&#128738;' },
+          { key: 'datacenters', label: 'AI Data Centers', icon: '&#128421;' },
+          { key: 'military', label: 'Military Activity', icon: '&#9992;' },
+          { key: 'ais', label: 'Ship Traffic', icon: '&#128674;' },
+          { key: 'flights', label: 'Flight Delays', icon: '&#9992;' },
+          { key: 'protests', label: 'Protests', icon: '&#128226;' },
+          { key: 'ucdpEvents', label: 'UCDP Events', icon: '&#9876;' },
+          { key: 'displacement', label: 'Displacement Flows', icon: '&#128101;' },
+          { key: 'climate', label: 'Climate Anomalies', icon: '&#127787;' },
+          { key: 'weather', label: 'Weather Alerts', icon: '&#9928;' },
+          { key: 'outages', label: 'Internet Outages', icon: '&#128225;' },
+          { key: 'cyberThreats', label: 'Cyber Threats', icon: '&#128737;' },
+          { key: 'natural', label: 'Natural Events', icon: '&#127755;' },
+          { key: 'fires', label: 'Fires', icon: '&#128293;' },
+          { key: 'waterways', label: 'Strategic Waterways', icon: '&#9875;' },
+          { key: 'economic', label: 'Economic Centers', icon: '&#128176;' },
+          { key: 'minerals', label: 'Critical Minerals', icon: '&#128142;' },
+        ];
+
+    toggles.innerHTML = `
+      <div class="toggle-header">
+        <span>Layers</span>
+        <button class="layer-help-btn" title="Layer Guide">?</button>
+        <button class="toggle-collapse">&#9660;</button>
+      </div>
+      <div class="toggle-list" style="max-height: 32vh; overflow-y: auto; scrollbar-width: thin;">
+        ${layerConfig.map(({ key, label, icon }) => `
+          <label class="layer-toggle" data-layer="${key}">
+            <input type="checkbox" ${this.state.layers[key as keyof MapLayers] ? 'checked' : ''}>
+            <span class="toggle-icon">${icon}</span>
+            <span class="toggle-label">${label}</span>
+          </label>
+        `).join('')}
+      </div>
+    `;
+
+    this.container.appendChild(toggles);
+
+    // Bind toggle events
+    toggles.querySelectorAll('.layer-toggle input').forEach(input => {
+      input.addEventListener('change', () => {
+        const layer = (input as HTMLInputElement).closest('.layer-toggle')?.getAttribute('data-layer') as keyof MapLayers;
+        if (layer) {
+          this.state.layers[layer] = (input as HTMLInputElement).checked;
+          this.render();
+          this.onLayerChange?.(layer, (input as HTMLInputElement).checked);
+        }
+      });
+    });
+
+    // Help button
+    const helpBtn = toggles.querySelector('.layer-help-btn');
+    helpBtn?.addEventListener('click', () => this.showLayerHelp());
+
+    // Collapse toggle
+    const collapseBtn = toggles.querySelector('.toggle-collapse');
+    const toggleList = toggles.querySelector('.toggle-list');
+
+    // Manual scroll: intercept wheel, prevent map zoom, scroll the list ourselves
+    if (toggleList) {
+      toggles.addEventListener('wheel', (e) => {
+        e.stopPropagation();
+        e.preventDefault();
+        toggleList.scrollTop += e.deltaY;
+      }, { passive: false });
+      toggles.addEventListener('touchmove', (e) => e.stopPropagation(), { passive: false });
+    }
+    collapseBtn?.addEventListener('click', () => {
+      toggleList?.classList.toggle('collapsed');
+      if (collapseBtn) collapseBtn.innerHTML = toggleList?.classList.contains('collapsed') ? '&#9654;' : '&#9660;';
+    });
+  }
+
+  /** Show layer help popup explaining each layer */
+  private showLayerHelp(): void {
+    const existing = this.container.querySelector('.layer-help-popup');
+    if (existing) {
+      existing.remove();
+      return;
+    }
+
+    const popup = document.createElement('div');
+    popup.className = 'layer-help-popup';
+
+    const techHelpContent = `
+      <div class="layer-help-header">
+        <span>Map Layers Guide</span>
+        <button class="layer-help-close">×</button>
+      </div>
+      <div class="layer-help-content">
+        <div class="layer-help-section">
+          <div class="layer-help-title">Tech Ecosystem</div>
+          <div class="layer-help-item"><span>STARTUPHUBS</span> Major startup ecosystems (SF, NYC, London, etc.)</div>
+          <div class="layer-help-item"><span>CLOUDREGIONS</span> AWS, Azure, GCP data center regions</div>
+          <div class="layer-help-item"><span>TECHHQS</span> Headquarters of major tech companies</div>
+          <div class="layer-help-item"><span>ACCELERATORS</span> Y Combinator, Techstars, 500 Startups locations</div>
+        </div>
+        <div class="layer-help-section">
+          <div class="layer-help-title">Infrastructure</div>
+          <div class="layer-help-item"><span>CABLES</span> Major undersea fiber optic cables (internet backbone)</div>
+          <div class="layer-help-item"><span>DATACENTERS</span> AI compute clusters ≥10,000 GPUs</div>
+          <div class="layer-help-item"><span>OUTAGES</span> Internet blackouts and service disruptions</div>
+        </div>
+        <div class="layer-help-section">
+          <div class="layer-help-title">Natural & Economic</div>
+          <div class="layer-help-item"><span>NATURAL</span> Earthquakes, storms, fires (may affect data centers)</div>
+          <div class="layer-help-item"><span>WEATHER</span> Severe weather alerts</div>
+          <div class="layer-help-item"><span>ECONOMIC</span> Stock exchanges & central banks</div>
+          <div class="layer-help-item"><span>COUNTRIES</span> Country name overlays</div>
+        </div>
+      </div>
+    `;
+
+    const fullHelpContent = `
+      <div class="layer-help-header">
+        <span>Map Layers Guide</span>
+        <button class="layer-help-close">×</button>
+      </div>
+      <div class="layer-help-content">
+        <div class="layer-help-section">
+          <div class="layer-help-title">Time Filter (top-right)</div>
+          <div class="layer-help-item"><span>1H/6H/24H</span> Filter time-based data to recent hours</div>
+          <div class="layer-help-item"><span>7D/30D/ALL</span> Show data from past week, month, or all time</div>
+          <div class="layer-help-note">Affects: Earthquakes, Weather, Protests, Outages</div>
+        </div>
+        <div class="layer-help-section">
+          <div class="layer-help-title">Geopolitical</div>
+          <div class="layer-help-item"><span>CONFLICTS</span> Active war zones (Ukraine, Gaza, etc.) with boundaries</div>
+          <div class="layer-help-item"><span>HOTSPOTS</span> Tension regions - color-coded by news activity level</div>
+          <div class="layer-help-item"><span>SANCTIONS</span> Countries under US/EU/UN economic sanctions</div>
+          <div class="layer-help-item"><span>PROTESTS</span> Civil unrest, demonstrations (time-filtered)</div>
+        </div>
+        <div class="layer-help-section">
+          <div class="layer-help-title">Military & Strategic</div>
+          <div class="layer-help-item"><span>BASES</span> US/NATO, China, Russia military installations (150+)</div>
+          <div class="layer-help-item"><span>NUCLEAR</span> Power plants, enrichment, weapons facilities</div>
+          <div class="layer-help-item"><span>IRRADIATORS</span> Industrial gamma irradiator facilities</div>
+          <div class="layer-help-item"><span>MILITARY</span> Live military aircraft and vessel tracking</div>
+        </div>
+        <div class="layer-help-section">
+          <div class="layer-help-title">Infrastructure</div>
+          <div class="layer-help-item"><span>CABLES</span> Major undersea fiber optic cables (20 backbone routes)</div>
+          <div class="layer-help-item"><span>PIPELINES</span> Oil/gas pipelines (Nord Stream, TAPI, etc.)</div>
+          <div class="layer-help-item"><span>OUTAGES</span> Internet blackouts and disruptions</div>
+          <div class="layer-help-item"><span>DATACENTERS</span> AI compute clusters ≥10,000 GPUs only</div>
+        </div>
+        <div class="layer-help-section">
+          <div class="layer-help-title">Transport</div>
+          <div class="layer-help-item"><span>SHIPPING</span> Vessels, chokepoints, 61 strategic ports</div>
+          <div class="layer-help-item"><span>DELAYS</span> Airport delays and ground stops (FAA)</div>
+        </div>
+        <div class="layer-help-section">
+          <div class="layer-help-title">Natural & Economic</div>
+          <div class="layer-help-item"><span>NATURAL</span> Earthquakes (USGS) + storms, fires, volcanoes, floods (NASA EONET)</div>
+          <div class="layer-help-item"><span>WEATHER</span> Severe weather alerts</div>
+          <div class="layer-help-item"><span>ECONOMIC</span> Stock exchanges & central banks</div>
+        </div>
+        <div class="layer-help-section">
+          <div class="layer-help-title">Labels</div>
+          <div class="layer-help-item"><span>COUNTRIES</span> Country name overlays</div>
+          <div class="layer-help-item"><span>WATERWAYS</span> Strategic chokepoint labels</div>
+        </div>
+      </div>
+    `;
+
+    popup.innerHTML = SITE_VARIANT === 'tech' ? techHelpContent : fullHelpContent;
+
+    popup.querySelector('.layer-help-close')?.addEventListener('click', () => popup.remove());
+
+    // Prevent scroll events from propagating to map
+    const content = popup.querySelector('.layer-help-content');
+    if (content) {
+      content.addEventListener('wheel', (e) => e.stopPropagation(), { passive: false });
+      content.addEventListener('touchmove', (e) => e.stopPropagation(), { passive: false });
+    }
+
+    // Close on click outside
+    setTimeout(() => {
+      const closeHandler = (e: MouseEvent) => {
+        if (!popup.contains(e.target as Node)) {
+          popup.remove();
+          document.removeEventListener('click', closeHandler);
+        }
+      };
+      document.addEventListener('click', closeHandler);
+    }, 100);
+
+    this.container.appendChild(popup);
+  }
+
+  private createLegend(): void {
+    const legend = document.createElement('div');
+    legend.className = 'map-legend deckgl-legend';
+
+    // SVG shapes for different marker types
+    const shapes = {
+      circle: (color: string) => `<svg width="12" height="12" viewBox="0 0 12 12"><circle cx="6" cy="6" r="5" fill="${color}"/></svg>`,
+      triangle: (color: string) => `<svg width="12" height="12" viewBox="0 0 12 12"><polygon points="6,1 11,10 1,10" fill="${color}"/></svg>`,
+      square: (color: string) => `<svg width="12" height="12" viewBox="0 0 12 12"><rect x="1" y="1" width="10" height="10" rx="1" fill="${color}"/></svg>`,
+      hexagon: (color: string) => `<svg width="12" height="12" viewBox="0 0 12 12"><polygon points="6,1 10.5,3.5 10.5,8.5 6,11 1.5,8.5 1.5,3.5" fill="${color}"/></svg>`,
+    };
+
+    const legendItems = SITE_VARIANT === 'tech'
+      ? [
+          { shape: shapes.circle('rgb(0, 255, 150)'), label: 'Startup Hub' },
+          { shape: shapes.circle('rgb(100, 200, 255)'), label: 'Tech HQ' },
+          { shape: shapes.circle('rgb(255, 200, 0)'), label: 'Accelerator' },
+          { shape: shapes.circle('rgb(150, 100, 255)'), label: 'Cloud Region' },
+          { shape: shapes.square('rgb(136, 68, 255)'), label: 'Datacenter' },
+        ]
+      : [
+          { shape: shapes.circle('rgb(255, 68, 68)'), label: 'High Alert' },
+          { shape: shapes.circle('rgb(255, 165, 0)'), label: 'Elevated' },
+          { shape: shapes.circle('rgb(255, 255, 0)'), label: 'Monitoring' },
+          { shape: shapes.triangle('rgb(68, 136, 255)'), label: 'Base' },
+          { shape: shapes.hexagon('rgb(255, 220, 0)'), label: 'Nuclear' },
+          { shape: shapes.square('rgb(136, 68, 255)'), label: 'Datacenter' },
+        ];
+
+    legend.innerHTML = `
+      <span class="legend-label-title">LEGEND</span>
+      ${legendItems.map(({ shape, label }) => `<span class="legend-item">${shape}<span class="legend-label">${label}</span></span>`).join('')}
+    `;
+
+    this.container.appendChild(legend);
+  }
+
+  private createTimestamp(): void {
+    const timestamp = document.createElement('div');
+    // Only use deckgl-timestamp class - map-timestamp has conflicting positioning
+    timestamp.className = 'deckgl-timestamp';
+    timestamp.id = 'deckglTimestamp';
+    this.container.appendChild(timestamp);
+
+    this.updateTimestamp();
+    this.timestampIntervalId = setInterval(() => this.updateTimestamp(), 1000);
+  }
+
+  private updateTimestamp(): void {
+    const el = document.getElementById('deckglTimestamp');
+    if (el) {
+      const now = new Date();
+      el.textContent = `${now.toUTCString().replace('GMT', 'UTC')}`;
+    }
+  }
+
+  // Public API methods (matching MapComponent interface)
+  public render(): void {
+    if (this.renderPaused) {
+      this.renderPending = true;
+      return;
+    }
+    if (this.renderScheduled) return;
+    this.renderScheduled = true;
+
+    requestAnimationFrame(() => {
+      this.renderScheduled = false;
+      this.updateLayers();
+    });
+  }
+
+  public setRenderPaused(paused: boolean): void {
+    if (this.renderPaused === paused) return;
+    this.renderPaused = paused;
+    if (paused) {
+      this.stopPulseAnimation();
+      return;
+    }
+
+    this.syncPulseAnimation();
+    if (!paused && this.renderPending) {
+      this.renderPending = false;
+      this.render();
+    }
+  }
+
+  private updateLayers(): void {
+    if (this.renderPaused) return;
+    const startTime = performance.now();
+    if (this.deckOverlay) {
+      this.deckOverlay.setProps({ layers: this.buildLayers() });
+    }
+    const elapsed = performance.now() - startTime;
+    if (import.meta.env.DEV && elapsed > 16) {
+      console.warn(`[DeckGLMap] updateLayers took ${elapsed.toFixed(2)}ms (>16ms budget)`);
+    }
+  }
+
+  public setView(view: DeckMapView): void {
+    this.state.view = view;
+    const preset = VIEW_PRESETS[view];
+
+    if (this.maplibreMap) {
+      this.maplibreMap.flyTo({
+        center: [preset.longitude, preset.latitude],
+        zoom: preset.zoom,
+        duration: 1000,
+      });
+    }
+
+    const viewSelect = this.container.querySelector('.view-select') as HTMLSelectElement;
+    if (viewSelect) viewSelect.value = view;
+
+    this.onStateChange?.(this.state);
+  }
+
+  public setZoom(zoom: number): void {
+    this.state.zoom = zoom;
+    if (this.maplibreMap) {
+      this.maplibreMap.setZoom(zoom);
+    }
+  }
+
+  public setCenter(lat: number, lon: number, zoom?: number): void {
+    if (this.maplibreMap) {
+      this.maplibreMap.flyTo({
+        center: [lon, lat],
+        ...(zoom != null && { zoom }),
+        duration: 500,
+      });
+    }
+  }
+
+  public getCenter(): { lat: number; lon: number } | null {
+    if (this.maplibreMap) {
+      const center = this.maplibreMap.getCenter();
+      return { lat: center.lat, lon: center.lng };
+    }
+    return null;
+  }
+
+  public setTimeRange(range: TimeRange): void {
+    this.state.timeRange = range;
+    this.onTimeRangeChange?.(range);
+    this.render(); // Debounced
+  }
+
+  public getTimeRange(): TimeRange {
+    return this.state.timeRange;
+  }
+
+  public setLayers(layers: MapLayers): void {
+    this.state.layers = layers;
+    this.render(); // Debounced
+
+    // Update toggle checkboxes
+    Object.entries(layers).forEach(([key, value]) => {
+      const toggle = this.container.querySelector(`.layer-toggle[data-layer="${key}"] input`) as HTMLInputElement;
+      if (toggle) toggle.checked = value;
+    });
+  }
+
+  public getState(): DeckMapState {
+    return { ...this.state };
+  }
+
+  // Zoom controls - public for external access
+  public zoomIn(): void {
+    if (this.maplibreMap) {
+      this.maplibreMap.zoomIn();
+    }
+  }
+
+  public zoomOut(): void {
+    if (this.maplibreMap) {
+      this.maplibreMap.zoomOut();
+    }
+  }
+
+  private resetView(): void {
+    this.setView('global');
+  }
+
+  private createUcdpEventsLayer(): ScatterplotLayer<UcdpGeoEvent> {
+    return new ScatterplotLayer<UcdpGeoEvent>({
+      id: 'ucdp-events-layer',
+      data: this.ucdpEvents,
+      getPosition: (d) => [d.longitude, d.latitude],
+      getRadius: (d) => Math.max(4000, Math.sqrt(d.deaths_best || 1) * 3000),
+      getFillColor: (d) => {
+        switch (d.type_of_violence) {
+          case 'state-based': return COLORS.ucdpStateBased;
+          case 'non-state': return COLORS.ucdpNonState;
+          case 'one-sided': return COLORS.ucdpOneSided;
+          default: return COLORS.ucdpStateBased;
+        }
+      },
+      radiusMinPixels: 3,
+      radiusMaxPixels: 20,
+      pickable: false,
+    });
+  }
+
+  private createDisplacementArcsLayer(): ArcLayer<DisplacementFlow> {
+    const withCoords = this.displacementFlows.filter(f => f.originLat != null && f.asylumLat != null);
+    const top50 = withCoords.slice(0, 50);
+    const maxCount = Math.max(1, ...top50.map(f => f.refugees));
+    return new ArcLayer<DisplacementFlow>({
+      id: 'displacement-arcs-layer',
+      data: top50,
+      getSourcePosition: (d) => [d.originLon!, d.originLat!],
+      getTargetPosition: (d) => [d.asylumLon!, d.asylumLat!],
+      getSourceColor: [100, 150, 255, 180],
+      getTargetColor: [100, 255, 200, 180],
+      getWidth: (d) => Math.max(1, (d.refugees / maxCount) * 8),
+      widthMinPixels: 1,
+      widthMaxPixels: 8,
+      pickable: false,
+    });
+  }
+
+  private createClimateHeatmapLayer(): HeatmapLayer<ClimateAnomaly> {
+    return new HeatmapLayer<ClimateAnomaly>({
+      id: 'climate-heatmap-layer',
+      data: this.climateAnomalies,
+      getPosition: (d) => [d.lon, d.lat],
+      getWeight: (d) => Math.abs(d.tempDelta) + Math.abs(d.precipDelta) * 0.1,
+      radiusPixels: 40,
+      intensity: 0.6,
+      threshold: 0.15,
+      opacity: 0.45,
+      colorRange: [
+        [68, 136, 255],
+        [100, 200, 255],
+        [255, 255, 100],
+        [255, 200, 50],
+        [255, 100, 50],
+        [255, 50, 50],
+      ],
+      pickable: false,
+    });
+  }
+
+  // Data setters - all use render() for debouncing
+  public setEarthquakes(earthquakes: Earthquake[]): void {
+    this.earthquakes = earthquakes;
+    this.render();
+  }
+
+  public setWeatherAlerts(alerts: WeatherAlert[]): void {
+    this.weatherAlerts = alerts;
+    const withCentroid = alerts.filter(a => a.centroid && a.centroid.length === 2).length;
+    console.log(`[DeckGLMap] Weather alerts: ${alerts.length} total, ${withCentroid} with coordinates`);
+    this.render();
+  }
+
+  public setOutages(outages: InternetOutage[]): void {
+    this.outages = outages;
+    this.render();
+  }
+
+  public setCyberThreats(threats: CyberThreat[]): void {
+    this.cyberThreats = threats;
+    this.render();
+  }
+
+  public setAisData(disruptions: AisDisruptionEvent[], density: AisDensityZone[]): void {
+    this.aisDisruptions = disruptions;
+    this.aisDensity = density;
+    this.render();
+  }
+
+  public setCableActivity(advisories: CableAdvisory[], repairShips: RepairShip[]): void {
+    this.cableAdvisories = advisories;
+    this.repairShips = repairShips;
+    this.render();
+  }
+
+  public setProtests(events: SocialUnrestEvent[]): void {
+    this.protests = events;
+    this.rebuildProtestSupercluster();
+    this.render();
+    this.syncPulseAnimation();
+  }
+
+  public setFlightDelays(delays: AirportDelayAlert[]): void {
+    this.flightDelays = delays;
+    this.render();
+  }
+
+  public setMilitaryFlights(flights: MilitaryFlight[], clusters: MilitaryFlightCluster[] = []): void {
+    this.militaryFlights = flights;
+    this.militaryFlightClusters = clusters;
+    this.render();
+  }
+
+  public setMilitaryVessels(vessels: MilitaryVessel[], clusters: MilitaryVesselCluster[] = []): void {
+    this.militaryVessels = vessels;
+    this.militaryVesselClusters = clusters;
+    this.render();
+  }
+
+  public setNaturalEvents(events: NaturalEvent[]): void {
+    this.naturalEvents = events;
+    this.render();
+  }
+
+  public setFires(fires: Array<{ lat: number; lon: number; brightness: number; frp: number; confidence: number; region: string; acq_date: string; daynight: string }>): void {
+    this.firmsFireData = fires;
+    this.render();
+  }
+
+  public setTechEvents(events: TechEventMarker[]): void {
+    this.techEvents = events;
+    this.rebuildTechEventSupercluster();
+    this.render();
+  }
+
+  public setUcdpEvents(events: UcdpGeoEvent[]): void {
+    this.ucdpEvents = events;
+    this.render();
+  }
+
+  public setDisplacementFlows(flows: DisplacementFlow[]): void {
+    this.displacementFlows = flows;
+    this.render();
+  }
+
+  public setClimateAnomalies(anomalies: ClimateAnomaly[]): void {
+    this.climateAnomalies = anomalies;
+    this.render();
+  }
+
+  public setNewsLocations(data: Array<{ lat: number; lon: number; title: string; threatLevel: string }>): void {
+    const now = Date.now();
+    for (const d of data) {
+      if (!this.newsLocationFirstSeen.has(d.title)) {
+        this.newsLocationFirstSeen.set(d.title, now);
+      }
+    }
+    for (const [key, ts] of this.newsLocationFirstSeen) {
+      if (now - ts > 60_000) this.newsLocationFirstSeen.delete(key);
+    }
+    this.newsLocations = data;
+    this.render();
+
+    this.syncPulseAnimation(now);
+  }
+
+  public updateHotspotActivity(news: NewsItem[]): void {
+    this.news = news; // Store for related news lookup
+
+    // Update hotspot "breaking" indicators based on recent news
+    const breakingKeywords = new Set<string>();
+    const recentNews = news.filter(n =>
+      Date.now() - n.pubDate.getTime() < 2 * 60 * 60 * 1000 // Last 2 hours
+    );
+
+    // Count matches per hotspot for escalation tracking
+    const matchCounts = new Map<string, number>();
+
+    recentNews.forEach(item => {
+      this.hotspots.forEach(hotspot => {
+        if (hotspot.keywords.some(kw =>
+          item.title.toLowerCase().includes(kw.toLowerCase())
+        )) {
+          breakingKeywords.add(hotspot.id);
+          matchCounts.set(hotspot.id, (matchCounts.get(hotspot.id) || 0) + 1);
+        }
+      });
+    });
+
+    this.hotspots.forEach(h => {
+      h.hasBreaking = breakingKeywords.has(h.id);
+      const matchCount = matchCounts.get(h.id) || 0;
+      // Calculate a simple velocity metric (matches per hour normalized)
+      const velocity = matchCount > 0 ? matchCount / 2 : 0; // 2 hour window
+      updateHotspotEscalation(h.id, matchCount, h.hasBreaking || false, velocity);
+    });
+
+    this.render();
+    this.syncPulseAnimation();
+  }
+
+  /** Get news items related to a hotspot by keyword matching */
+  private getRelatedNews(hotspot: Hotspot): NewsItem[] {
+    // High-priority conflict keywords that indicate the news is really about another topic
+    const conflictTopics = ['gaza', 'ukraine', 'russia', 'israel', 'iran', 'china', 'taiwan', 'korea', 'syria'];
+
+    return this.news
+      .map((item) => {
+        const titleLower = item.title.toLowerCase();
+        const matchedKeywords = hotspot.keywords.filter((kw) => titleLower.includes(kw.toLowerCase()));
+
+        if (matchedKeywords.length === 0) return null;
+
+        // Check if this news mentions other hotspot conflict topics
+        const conflictMatches = conflictTopics.filter(t =>
+          titleLower.includes(t) && !hotspot.keywords.some(k => k.toLowerCase().includes(t))
+        );
+
+        // If article mentions a major conflict topic that isn't this hotspot, deprioritize heavily
+        if (conflictMatches.length > 0) {
+          // Only include if it ALSO has a strong local keyword (city name, agency)
+          const strongLocalMatch = matchedKeywords.some(kw =>
+            kw.toLowerCase() === hotspot.name.toLowerCase() ||
+            hotspot.agencies?.some(a => titleLower.includes(a.toLowerCase()))
+          );
+          if (!strongLocalMatch) return null;
+        }
+
+        // Score: more keyword matches = more relevant
+        const score = matchedKeywords.length;
+        return { item, score };
+      })
+      .filter((x): x is { item: NewsItem; score: number } => x !== null)
+      .sort((a, b) => b.score - a.score)
+      .slice(0, 5)
+      .map(x => x.item);
+  }
+
+  public updateMilitaryForEscalation(flights: MilitaryFlight[], vessels: MilitaryVessel[]): void {
+    setMilitaryData(flights, vessels);
+  }
+
+  public getHotspotDynamicScore(hotspotId: string) {
+    return getHotspotEscalation(hotspotId);
+  }
+
+  /** Get military flight clusters for rendering/analysis */
+  public getMilitaryFlightClusters(): MilitaryFlightCluster[] {
+    return this.militaryFlightClusters;
+  }
+
+  /** Get military vessel clusters for rendering/analysis */
+  public getMilitaryVesselClusters(): MilitaryVesselCluster[] {
+    return this.militaryVesselClusters;
+  }
+
+  public highlightAssets(assets: RelatedAsset[] | null): void {
+    // Clear previous highlights
+    Object.values(this.highlightedAssets).forEach(set => set.clear());
+
+    if (assets) {
+      assets.forEach(asset => {
+        this.highlightedAssets[asset.type].add(asset.id);
+      });
+    }
+
+    this.render(); // Debounced
+  }
+
+  public setOnHotspotClick(callback: (hotspot: Hotspot) => void): void {
+    this.onHotspotClick = callback;
+  }
+
+  public setOnTimeRangeChange(callback: (range: TimeRange) => void): void {
+    this.onTimeRangeChange = callback;
+  }
+
+  public setOnLayerChange(callback: (layer: keyof MapLayers, enabled: boolean) => void): void {
+    this.onLayerChange = callback;
+  }
+
+  public setOnStateChange(callback: (state: DeckMapState) => void): void {
+    this.onStateChange = callback;
+  }
+
+  public getHotspotLevels(): Record<string, string> {
+    const levels: Record<string, string> = {};
+    this.hotspots.forEach(h => {
+      levels[h.name] = h.level || 'low';
+    });
+    return levels;
+  }
+
+  public setHotspotLevels(levels: Record<string, string>): void {
+    this.hotspots.forEach(h => {
+      if (levels[h.name]) {
+        h.level = levels[h.name] as 'low' | 'elevated' | 'high';
+      }
+    });
+    this.render(); // Debounced
+  }
+
+  public initEscalationGetters(): void {
+    setCIIGetter(getCountryScore);
+    setGeoAlertGetter(getAlertsNearLocation);
+  }
+
+  // UI visibility methods
+  public hideLayerToggle(layer: keyof MapLayers): void {
+    const toggle = this.container.querySelector(`.layer-toggle[data-layer="${layer}"]`);
+    if (toggle) (toggle as HTMLElement).style.display = 'none';
+  }
+
+  public setLayerLoading(layer: keyof MapLayers, loading: boolean): void {
+    const toggle = this.container.querySelector(`.layer-toggle[data-layer="${layer}"]`);
+    if (toggle) toggle.classList.toggle('loading', loading);
+  }
+
+  public setLayerReady(layer: keyof MapLayers, hasData: boolean): void {
+    const toggle = this.container.querySelector(`.layer-toggle[data-layer="${layer}"]`);
+    if (!toggle) return;
+
+    toggle.classList.remove('loading');
+    // Match old Map.ts behavior: set 'active' only when layer enabled AND has data
+    if (this.state.layers[layer] && hasData) {
+      toggle.classList.add('active');
+    } else {
+      toggle.classList.remove('active');
+    }
+  }
+
+  public flashAssets(assetType: AssetType, ids: string[]): void {
+    // Temporarily highlight assets
+    ids.forEach(id => this.highlightedAssets[assetType].add(id));
+    this.render();
+
+    setTimeout(() => {
+      ids.forEach(id => this.highlightedAssets[assetType].delete(id));
+      this.render();
+    }, 3000);
+  }
+
+  // Enable layer programmatically
+  public enableLayer(layer: keyof MapLayers): void {
+    if (!this.state.layers[layer]) {
+      this.state.layers[layer] = true;
+      const toggle = this.container.querySelector(`.layer-toggle[data-layer="${layer}"] input`) as HTMLInputElement;
+      if (toggle) toggle.checked = true;
+      this.render();
+      this.onLayerChange?.(layer, true);
+    }
+  }
+
+  // Toggle layer on/off programmatically
+  public toggleLayer(layer: keyof MapLayers): void {
+    console.log(`[DeckGLMap.toggleLayer] ${layer}: ${this.state.layers[layer]} -> ${!this.state.layers[layer]}`);
+    this.state.layers[layer] = !this.state.layers[layer];
+    const toggle = this.container.querySelector(`.layer-toggle[data-layer="${layer}"] input`) as HTMLInputElement;
+    if (toggle) toggle.checked = this.state.layers[layer];
+    this.render();
+    this.onLayerChange?.(layer, this.state.layers[layer]);
+  }
+
+  // Get center coordinates for programmatic popup positioning
+  private getContainerCenter(): { x: number; y: number } {
+    const rect = this.container.getBoundingClientRect();
+    return { x: rect.width / 2, y: rect.height / 2 };
+  }
+
+  // Project lat/lon to screen coordinates without moving the map
+  private projectToScreen(lat: number, lon: number): { x: number; y: number } | null {
+    if (!this.maplibreMap) return null;
+    const point = this.maplibreMap.project([lon, lat]);
+    return { x: point.x, y: point.y };
+  }
+
+  // Trigger click methods - show popup at item location without moving the map
+  public triggerHotspotClick(id: string): void {
+    const hotspot = this.hotspots.find(h => h.id === id);
+    if (!hotspot) return;
+
+    // Get screen position for popup
+    const screenPos = this.projectToScreen(hotspot.lat, hotspot.lon);
+    const { x, y } = screenPos || this.getContainerCenter();
+
+    // Get related news and show popup
+    const relatedNews = this.getRelatedNews(hotspot);
+    this.popup.show({
+      type: 'hotspot',
+      data: hotspot,
+      relatedNews,
+      x,
+      y,
+    });
+    this.popup.loadHotspotGdeltContext(hotspot);
+    this.onHotspotClick?.(hotspot);
+  }
+
+  public triggerConflictClick(id: string): void {
+    const conflict = CONFLICT_ZONES.find(c => c.id === id);
+    if (conflict) {
+      // Don't pan - show popup at projected screen position or center
+      const screenPos = this.projectToScreen(conflict.center[1], conflict.center[0]);
+      const { x, y } = screenPos || this.getContainerCenter();
+      this.popup.show({ type: 'conflict', data: conflict, x, y });
+    }
+  }
+
+  public triggerBaseClick(id: string): void {
+    const base = MILITARY_BASES.find(b => b.id === id);
+    if (base) {
+      // Don't pan - show popup at projected screen position or center
+      const screenPos = this.projectToScreen(base.lat, base.lon);
+      const { x, y } = screenPos || this.getContainerCenter();
+      this.popup.show({ type: 'base', data: base, x, y });
+    }
+  }
+
+  public triggerPipelineClick(id: string): void {
+    const pipeline = PIPELINES.find(p => p.id === id);
+    if (pipeline && pipeline.points.length > 0) {
+      const midIdx = Math.floor(pipeline.points.length / 2);
+      const midPoint = pipeline.points[midIdx];
+      // Don't pan - show popup at projected screen position or center
+      const screenPos = midPoint ? this.projectToScreen(midPoint[1], midPoint[0]) : null;
+      const { x, y } = screenPos || this.getContainerCenter();
+      this.popup.show({ type: 'pipeline', data: pipeline, x, y });
+    }
+  }
+
+  public triggerCableClick(id: string): void {
+    const cable = UNDERSEA_CABLES.find(c => c.id === id);
+    if (cable && cable.points.length > 0) {
+      const midIdx = Math.floor(cable.points.length / 2);
+      const midPoint = cable.points[midIdx];
+      // Don't pan - show popup at projected screen position or center
+      const screenPos = midPoint ? this.projectToScreen(midPoint[1], midPoint[0]) : null;
+      const { x, y } = screenPos || this.getContainerCenter();
+      this.popup.show({ type: 'cable', data: cable, x, y });
+    }
+  }
+
+  public triggerDatacenterClick(id: string): void {
+    const dc = AI_DATA_CENTERS.find(d => d.id === id);
+    if (dc) {
+      // Don't pan - show popup at projected screen position or center
+      const screenPos = this.projectToScreen(dc.lat, dc.lon);
+      const { x, y } = screenPos || this.getContainerCenter();
+      this.popup.show({ type: 'datacenter', data: dc, x, y });
+    }
+  }
+
+  public triggerNuclearClick(id: string): void {
+    const facility = NUCLEAR_FACILITIES.find(n => n.id === id);
+    if (facility) {
+      // Don't pan - show popup at projected screen position or center
+      const screenPos = this.projectToScreen(facility.lat, facility.lon);
+      const { x, y } = screenPos || this.getContainerCenter();
+      this.popup.show({ type: 'nuclear', data: facility, x, y });
+    }
+  }
+
+  public triggerIrradiatorClick(id: string): void {
+    const irradiator = GAMMA_IRRADIATORS.find(i => i.id === id);
+    if (irradiator) {
+      // Don't pan - show popup at projected screen position or center
+      const screenPos = this.projectToScreen(irradiator.lat, irradiator.lon);
+      const { x, y } = screenPos || this.getContainerCenter();
+      this.popup.show({ type: 'irradiator', data: irradiator, x, y });
+    }
+  }
+
+  public flashLocation(lat: number, lon: number, durationMs = 2000): void {
+    // Don't pan - project coordinates to screen position
+    const screenPos = this.projectToScreen(lat, lon);
+    if (!screenPos) return;
+
+    // Flash effect by temporarily adding a highlight at the location
+    const flashMarker = document.createElement('div');
+    flashMarker.className = 'flash-location-marker';
+    flashMarker.style.cssText = `
+      position: absolute;
+      width: 40px;
+      height: 40px;
+      border-radius: 50%;
+      background: rgba(255, 255, 255, 0.5);
+      border: 2px solid #fff;
+      animation: flash-pulse 0.5s ease-out infinite;
+      pointer-events: none;
+      z-index: 1000;
+      left: ${screenPos.x}px;
+      top: ${screenPos.y}px;
+      transform: translate(-50%, -50%);
+    `;
+
+    // Add animation keyframes if not present
+    if (!document.getElementById('flash-animation-styles')) {
+      const style = document.createElement('style');
+      style.id = 'flash-animation-styles';
+      style.textContent = `
+        @keyframes flash-pulse {
+          0% { transform: translate(-50%, -50%) scale(1); opacity: 1; }
+          100% { transform: translate(-50%, -50%) scale(2); opacity: 0; }
+        }
+      `;
+      document.head.appendChild(style);
+    }
+
+    const wrapper = this.container.querySelector('.deckgl-map-wrapper');
+    if (wrapper) {
+      wrapper.appendChild(flashMarker);
+      setTimeout(() => flashMarker.remove(), durationMs);
+    }
+  }
+
+  // --- Country click + highlight ---
+
+  public setOnCountryClick(cb: (country: CountryClickPayload) => void): void {
+    this.onCountryClick = cb;
+  }
+
+  private resolveCountryFromCoordinate(lon: number, lat: number): { code: string; name: string } | null {
+    const fromGeometry = getCountryAtCoordinates(lat, lon);
+    if (fromGeometry) return fromGeometry;
+    if (!this.maplibreMap || !this.countryGeoJsonLoaded) return null;
+    try {
+      const point = this.maplibreMap.project([lon, lat]);
+      const features = this.maplibreMap.queryRenderedFeatures(point, { layers: ['country-interactive'] });
+      const properties = (features?.[0]?.properties ?? {}) as Record<string, unknown>;
+      const code = typeof properties['ISO3166-1-Alpha-2'] === 'string'
+        ? properties['ISO3166-1-Alpha-2'].trim().toUpperCase()
+        : '';
+      const name = typeof properties.name === 'string'
+        ? properties.name.trim()
+        : '';
+      if (!code || !name) return null;
+      return { code, name };
+    } catch {
+      return null;
+    }
+  }
+
+  private loadCountryBoundaries(): void {
+    if (!this.maplibreMap || this.countryGeoJsonLoaded) return;
+    this.countryGeoJsonLoaded = true;
+
+    getCountriesGeoJson()
+      .then((geojson) => {
+        if (!this.maplibreMap || !geojson) return;
+        this.maplibreMap.addSource('country-boundaries', {
+          type: 'geojson',
+          data: geojson,
+        });
+        this.maplibreMap.addLayer({
+          id: 'country-interactive',
+          type: 'fill',
+          source: 'country-boundaries',
+          paint: {
+            'fill-color': '#3b82f6',
+            'fill-opacity': 0,
+          },
+        });
+        this.maplibreMap.addLayer({
+          id: 'country-hover-fill',
+          type: 'fill',
+          source: 'country-boundaries',
+          paint: {
+            'fill-color': '#3b82f6',
+            'fill-opacity': 0.06,
+          },
+          filter: ['==', ['get', 'name'], ''],
+        });
+        this.maplibreMap.addLayer({
+          id: 'country-highlight-fill',
+          type: 'fill',
+          source: 'country-boundaries',
+          paint: {
+            'fill-color': '#3b82f6',
+            'fill-opacity': 0.12,
+          },
+          filter: ['==', ['get', 'ISO3166-1-Alpha-2'], ''],
+        });
+        this.maplibreMap.addLayer({
+          id: 'country-highlight-border',
+          type: 'line',
+          source: 'country-boundaries',
+          paint: {
+            'line-color': '#3b82f6',
+            'line-width': 1.5,
+            'line-opacity': 0.5,
+          },
+          filter: ['==', ['get', 'ISO3166-1-Alpha-2'], ''],
+        });
+
+        this.setupCountryHover();
+        console.log('[DeckGLMap] Country boundaries loaded');
+      })
+      .catch((err) => console.warn('[DeckGLMap] Failed to load country boundaries:', err));
+  }
+
+  private setupCountryHover(): void {
+    if (!this.maplibreMap) return;
+    const map = this.maplibreMap;
+    let hoveredName: string | null = null;
+
+    map.on('mousemove', (e) => {
+      if (!this.onCountryClick) return;
+      const features = map.queryRenderedFeatures(e.point, { layers: ['country-interactive'] });
+      const name = features?.[0]?.properties?.name as string | undefined;
+
+      if (name && name !== hoveredName) {
+        hoveredName = name;
+        map.setFilter('country-hover-fill', ['==', ['get', 'name'], name]);
+        map.getCanvas().style.cursor = 'pointer';
+      } else if (!name && hoveredName) {
+        hoveredName = null;
+        map.setFilter('country-hover-fill', ['==', ['get', 'name'], '']);
+        map.getCanvas().style.cursor = '';
+      }
+    });
+
+    map.on('mouseout', () => {
+      if (hoveredName) {
+        hoveredName = null;
+        map.setFilter('country-hover-fill', ['==', ['get', 'name'], '']);
+        map.getCanvas().style.cursor = '';
+      }
+    });
+  }
+
+  public highlightCountry(code: string): void {
+    if (!this.maplibreMap || !this.countryGeoJsonLoaded) return;
+    // Update MapLibre filter to highlight this country
+    const filter: maplibregl.FilterSpecification = ['==', ['get', 'ISO3166-1-Alpha-2'], code];
+    try {
+      this.maplibreMap.setFilter('country-highlight-fill', filter);
+      this.maplibreMap.setFilter('country-highlight-border', filter);
+    } catch { /* layer not ready yet */ }
+  }
+
+  public clearCountryHighlight(): void {
+    if (!this.maplibreMap) return;
+    // Clear highlight filter
+    const noMatch: maplibregl.FilterSpecification = ['==', ['get', 'ISO3166-1-Alpha-2'], ''];
+    try {
+      this.maplibreMap.setFilter('country-highlight-fill', noMatch);
+      this.maplibreMap.setFilter('country-highlight-border', noMatch);
+    } catch { /* layer not ready */ }
+  }
+
+  public destroy(): void {
+    if (this.timestampIntervalId) {
+      clearInterval(this.timestampIntervalId);
+    }
+
+    if (this.moveTimeoutId) {
+      clearTimeout(this.moveTimeoutId);
+      this.moveTimeoutId = null;
+    }
+
+    this.stopPulseAnimation();
+
+    if (this.resizeObserver) {
+      this.resizeObserver.disconnect();
+      this.resizeObserver = null;
+    }
+
+    this.layerCache.clear();
+
+    this.deckOverlay?.finalize();
+    this.maplibreMap?.remove();
+
+    this.container.innerHTML = '';
+  }
+}
diff --git a/src/components/DisplacementPanel.ts b/src/components/DisplacementPanel.ts
new file mode 100644
index 000000000..e031927fc
--- /dev/null
+++ b/src/components/DisplacementPanel.ts
@@ -0,0 +1,171 @@
+import { Panel } from './Panel';
+import { escapeHtml } from '@/utils/sanitize';
+import type { UnhcrSummary, CountryDisplacement } from '@/types';
+import { formatPopulation } from '@/services/unhcr';
+
+type DisplacementTab = 'origins' | 'hosts';
+
+export class DisplacementPanel extends Panel {
+  private data: UnhcrSummary | null = null;
+  private activeTab: DisplacementTab = 'origins';
+  private onCountryClick?: (lat: number, lon: number) => void;
+
+  constructor() {
+    super({
+      id: 'displacement',
+      title: 'UNHCR Displacement',
+      showCount: true,
+      trackActivity: true,
+      infoTooltip: `<strong>UNHCR Displacement Data</strong>
+        Global refugee, asylum seeker, and IDP counts from UNHCR.
+        <ul>
+          <li><strong>Origins</strong>: Countries people flee FROM</li>
+          <li><strong>Hosts</strong>: Countries hosting refugees</li>
+          <li>Crisis badges: >1M | High: >500K displaced</li>
+        </ul>
+        Data updates yearly. CC BY 4.0 license.`,
+    });
+    this.showLoading('Loading displacement data');
+  }
+
+  public setCountryClickHandler(handler: (lat: number, lon: number) => void): void {
+    this.onCountryClick = handler;
+  }
+
+  public setData(data: UnhcrSummary): void {
+    this.data = data;
+    this.setCount(data.countries.length);
+    this.renderContent();
+  }
+
+  private renderContent(): void {
+    if (!this.data) return;
+
+    const g = this.data.globalTotals;
+
+    const stats = [
+      { label: 'Refugees', value: formatPopulation(g.refugees), cls: 'disp-stat-refugees' },
+      { label: 'Asylum Seekers', value: formatPopulation(g.asylumSeekers), cls: 'disp-stat-asylum' },
+      { label: 'IDPs', value: formatPopulation(g.idps), cls: 'disp-stat-idps' },
+      { label: 'Total', value: formatPopulation(g.total), cls: 'disp-stat-total' },
+    ];
+
+    const statsHtml = stats.map(s =>
+      `<div class="disp-stat-box ${s.cls}">
+        <span class="disp-stat-value">${s.value}</span>
+        <span class="disp-stat-label">${s.label}</span>
+      </div>`
+    ).join('');
+
+    const tabsHtml = `
+      <div class="disp-tabs">
+        <button class="disp-tab ${this.activeTab === 'origins' ? 'disp-tab-active' : ''}" data-tab="origins">Origins</button>
+        <button class="disp-tab ${this.activeTab === 'hosts' ? 'disp-tab-active' : ''}" data-tab="hosts">Hosts</button>
+      </div>
+    `;
+
+    let countries: CountryDisplacement[];
+    if (this.activeTab === 'origins') {
+      countries = [...this.data.countries]
+        .filter(c => c.refugees + c.asylumSeekers > 0)
+        .sort((a, b) => (b.refugees + b.asylumSeekers) - (a.refugees + a.asylumSeekers));
+    } else {
+      countries = [...this.data.countries]
+        .filter(c => (c.hostTotal || 0) > 0)
+        .sort((a, b) => (b.hostTotal || 0) - (a.hostTotal || 0));
+    }
+
+    const displayed = countries.slice(0, 30);
+    let tableHtml: string;
+
+    if (displayed.length === 0) {
+      tableHtml = '<div class="panel-empty">No data</div>';
+    } else {
+      const rows = displayed.map(c => {
+        const hostTotal = c.hostTotal || 0;
+        const count = this.activeTab === 'origins' ? c.refugees + c.asylumSeekers : hostTotal;
+        const total = this.activeTab === 'origins' ? c.totalDisplaced : hostTotal;
+        const badgeCls = total >= 1_000_000 ? 'disp-crisis'
+          : total >= 500_000 ? 'disp-high'
+          : total >= 100_000 ? 'disp-elevated'
+          : '';
+        const badgeLabel = total >= 1_000_000 ? 'CRISIS'
+          : total >= 500_000 ? 'HIGH'
+          : total >= 100_000 ? 'ELEVATED'
+          : '';
+        const badgeHtml = badgeLabel
+          ? `<span class="disp-badge ${badgeCls}">${badgeLabel}</span>`
+          : '';
+
+        return `<tr class="disp-row" data-lat="${c.lat || ''}" data-lon="${c.lon || ''}">
+          <td class="disp-name">${escapeHtml(c.name)}</td>
+          <td class="disp-status">${badgeHtml}</td>
+          <td class="disp-count">${formatPopulation(count)}</td>
+        </tr>`;
+      }).join('');
+
+      tableHtml = `
+        <table class="disp-table">
+          <thead>
+            <tr>
+              <th>Country</th>
+              <th>Status</th>
+              <th>Count</th>
+            </tr>
+          </thead>
+          <tbody>${rows}</tbody>
+        </table>`;
+    }
+
+    this.setContent(`
+      <div class="disp-panel-content">
+        <div class="disp-stats-grid">${statsHtml}</div>
+        ${tabsHtml}
+        ${tableHtml}
+      </div>
+      <style>
+        .disp-panel-content { font-size: 12px; }
+        .disp-stats-grid { display: grid; grid-template-columns: repeat(4, 1fr); gap: 6px; margin-bottom: 8px; }
+        .disp-stat-box { background: rgba(255, 255, 255, 0.03); border: 1px solid #222; border-radius: 4px; padding: 8px 6px; text-align: center; }
+        .disp-stat-value { display: block; font-size: 16px; font-weight: 700; color: #ccc; font-variant-numeric: tabular-nums; }
+        .disp-stat-label { display: block; font-size: 9px; color: #666; text-transform: uppercase; letter-spacing: 0.5px; margin-top: 2px; }
+        .disp-stat-refugees .disp-stat-value { color: #ef4444; }
+        .disp-stat-asylum .disp-stat-value { color: #f97316; }
+        .disp-stat-idps .disp-stat-value { color: #eab308; }
+        .disp-stat-total .disp-stat-value { color: #fff; }
+        .disp-tabs { display: flex; gap: 2px; margin-bottom: 6px; }
+        .disp-tab { background: transparent; border: 1px solid #333; color: #888; padding: 4px 14px; font-size: 11px; cursor: pointer; border-radius: 3px; transition: all 0.15s; }
+        .disp-tab:hover { border-color: #555; color: #ccc; }
+        .disp-tab-active { background: rgba(239, 68, 68, 0.1); border-color: #ef4444; color: #ef4444; }
+        .disp-table { width: 100%; border-collapse: collapse; }
+        .disp-table th { text-align: left; color: #666; font-weight: 600; font-size: 10px; text-transform: uppercase; padding: 4px 8px; border-bottom: 1px solid #222; }
+        .disp-table th:nth-child(3) { text-align: right; }
+        .disp-table td { padding: 5px 8px; border-bottom: 1px solid #1a1a1a; color: #ccc; }
+        .disp-row { cursor: pointer; }
+        .disp-row:hover { background: #1a1a1a; }
+        .disp-name { white-space: nowrap; }
+        .disp-status { width: 70px; }
+        .disp-badge { font-size: 9px; font-weight: 700; padding: 2px 6px; border-radius: 3px; letter-spacing: 0.5px; }
+        .disp-crisis { background: rgba(255, 50, 50, 0.2); color: #ff3232; }
+        .disp-high { background: rgba(255, 150, 0, 0.15); color: #ff9600; }
+        .disp-elevated { background: rgba(255, 220, 0, 0.12); color: #ffdc00; }
+        .disp-count { text-align: right; font-variant-numeric: tabular-nums; }
+      </style>
+    `);
+
+    this.content.querySelectorAll('.disp-tab').forEach(btn => {
+      btn.addEventListener('click', () => {
+        this.activeTab = (btn as HTMLElement).dataset.tab as DisplacementTab;
+        this.renderContent();
+      });
+    });
+
+    this.content.querySelectorAll('.disp-row').forEach(el => {
+      el.addEventListener('click', () => {
+        const lat = Number((el as HTMLElement).dataset.lat);
+        const lon = Number((el as HTMLElement).dataset.lon);
+        if (Number.isFinite(lat) && Number.isFinite(lon)) this.onCountryClick?.(lat, lon);
+      });
+    });
+  }
+}
diff --git a/src/components/DownloadBanner.ts b/src/components/DownloadBanner.ts
new file mode 100644
index 000000000..6fcee5e2b
--- /dev/null
+++ b/src/components/DownloadBanner.ts
@@ -0,0 +1,101 @@
+import { isDesktopRuntime } from '@/services/runtime';
+
+const STORAGE_KEY = 'wm-download-banner-dismissed';
+const SHOW_DELAY_MS = 12_000;
+let bannerScheduled = false;
+
+export function maybeShowDownloadBanner(): void {
+  if (bannerScheduled) return;
+  if (isDesktopRuntime()) return;
+  if (localStorage.getItem(STORAGE_KEY)) return;
+
+  bannerScheduled = true;
+  setTimeout(() => {
+    if (localStorage.getItem(STORAGE_KEY)) return;
+    const panel = buildPanel();
+    document.body.appendChild(panel);
+    requestAnimationFrame(() => {
+      requestAnimationFrame(() => panel.classList.add('wm-dl-show'));
+    });
+  }, SHOW_DELAY_MS);
+}
+
+function dismiss(panel: HTMLElement): void {
+  localStorage.setItem(STORAGE_KEY, '1');
+  panel.classList.remove('wm-dl-show');
+  panel.addEventListener('transitionend', () => panel.remove(), { once: true });
+}
+
+function buildPanel(): HTMLElement {
+  const el = document.createElement('div');
+  el.className = 'wm-dl-panel';
+  el.innerHTML = `
+    <style>
+      .wm-dl-panel {
+        position: fixed;
+        top: 48px;
+        right: 0;
+        z-index: 900;
+        width: 230px;
+        background: var(--surface, #141414);
+        border-left: 3px solid var(--green, #44ff88);
+        border-bottom: 1px solid var(--border, #2a2a2a);
+        border-bottom-left-radius: 8px;
+        padding: 14px;
+        transform: translateX(110%);
+        transition: transform 0.4s cubic-bezier(0.4, 0, 0.2, 1);
+        font-family: inherit;
+      }
+      .wm-dl-panel.wm-dl-show { transform: translateX(0); }
+      .wm-dl-head { display: flex; align-items: center; justify-content: space-between; margin-bottom: 8px; }
+      .wm-dl-title {
+        font-size: 11px; font-weight: 700; color: var(--green, #44ff88);
+        text-transform: uppercase; letter-spacing: 0.5px;
+        display: flex; align-items: center; gap: 5px;
+      }
+      .wm-dl-close {
+        background: none; border: none; color: var(--text-dim, #888);
+        font-size: 14px; cursor: pointer; padding: 0 2px; line-height: 1;
+      }
+      .wm-dl-close:hover { color: var(--text, #e8e8e8); }
+      .wm-dl-body { font-size: 11px; color: var(--text-dim, #888); line-height: 1.5; margin-bottom: 12px; }
+      .wm-dl-btns { display: flex; flex-direction: column; gap: 5px; }
+      .wm-dl-btn {
+        display: flex; align-items: center; gap: 6px;
+        padding: 7px 10px; border-radius: 6px;
+        font-size: 10px; font-weight: 600;
+        cursor: pointer; text-decoration: none;
+        transition: background 0.15s;
+      }
+      .wm-dl-btn.mac {
+        background: rgba(68, 255, 136, 0.1);
+        border: 1px solid rgba(68, 255, 136, 0.2);
+        color: var(--green, #44ff88);
+      }
+      .wm-dl-btn.mac:hover { background: rgba(68, 255, 136, 0.18); }
+      .wm-dl-btn.win {
+        background: rgba(6, 182, 212, 0.08);
+        border: 1px solid rgba(6, 182, 212, 0.18);
+        color: #06b6d4;
+      }
+      .wm-dl-btn.win:hover { background: rgba(6, 182, 212, 0.15); }
+    </style>
+    <div class="wm-dl-head">
+      <div class="wm-dl-title">\u{1F5A5} Desktop Available</div>
+      <button class="wm-dl-close" aria-label="Dismiss">\u00D7</button>
+    </div>
+    <div class="wm-dl-body">Native performance, secure local key storage, offline map tiles.</div>
+    <div class="wm-dl-btns">
+      <a class="wm-dl-btn mac" href="/api/download?platform=macos-arm64">\uF8FF macOS (Apple Silicon)</a>
+      <a class="wm-dl-btn mac" href="/api/download?platform=macos-x64">\uF8FF macOS (Intel)</a>
+      <a class="wm-dl-btn win" href="/api/download?platform=windows-exe">\u229E Windows (.exe)</a>
+    </div>
+  `;
+
+  el.querySelector('.wm-dl-close')!.addEventListener('click', () => dismiss(el));
+  el.querySelectorAll('.wm-dl-btn').forEach(btn =>
+    btn.addEventListener('click', () => dismiss(el))
+  );
+
+  return el;
+}
diff --git a/src/components/ETFFlowsPanel.ts b/src/components/ETFFlowsPanel.ts
new file mode 100644
index 000000000..ce1a9ee0a
--- /dev/null
+++ b/src/components/ETFFlowsPanel.ts
@@ -0,0 +1,151 @@
+import { Panel } from './Panel';
+import { escapeHtml } from '@/utils/sanitize';
+
+interface ETFData {
+  ticker: string;
+  issuer: string;
+  price: number;
+  priceChange: number;
+  volume: number;
+  avgVolume: number;
+  volumeRatio: number;
+  direction: 'inflow' | 'outflow' | 'neutral';
+  estFlow: number;
+}
+
+interface ETFFlowsResult {
+  timestamp: string;
+  summary: {
+    etfCount: number;
+    totalVolume: number;
+    totalEstFlow: number;
+    netDirection: string;
+    inflowCount: number;
+    outflowCount: number;
+  };
+  etfs: ETFData[];
+  unavailable?: boolean;
+}
+
+function formatVolume(v: number): string {
+  if (Math.abs(v) >= 1e9) return `${(v / 1e9).toFixed(1)}B`;
+  if (Math.abs(v) >= 1e6) return `${(v / 1e6).toFixed(1)}M`;
+  if (Math.abs(v) >= 1e3) return `${(v / 1e3).toFixed(0)}K`;
+  return v.toLocaleString();
+}
+
+function flowClass(direction: string): string {
+  if (direction === 'inflow') return 'flow-inflow';
+  if (direction === 'outflow') return 'flow-outflow';
+  return 'flow-neutral';
+}
+
+function changeClass(val: number): string {
+  if (val > 0.1) return 'change-positive';
+  if (val < -0.1) return 'change-negative';
+  return 'change-neutral';
+}
+
+export class ETFFlowsPanel extends Panel {
+  private data: ETFFlowsResult | null = null;
+  private loading = true;
+  private error: string | null = null;
+  private refreshInterval: ReturnType<typeof setInterval> | null = null;
+
+  constructor() {
+    super({ id: 'etf-flows', title: 'BTC ETF Tracker', showCount: false });
+    void this.fetchData();
+    this.refreshInterval = setInterval(() => this.fetchData(), 3 * 60000);
+  }
+
+  public destroy(): void {
+    if (this.refreshInterval) {
+      clearInterval(this.refreshInterval);
+      this.refreshInterval = null;
+    }
+  }
+
+  private async fetchData(): Promise<void> {
+    try {
+      const res = await fetch('/api/etf-flows');
+      if (!res.ok) throw new Error(`HTTP ${res.status}`);
+      this.data = await res.json();
+      this.error = null;
+    } catch (err) {
+      this.error = err instanceof Error ? err.message : 'Failed to fetch';
+    } finally {
+      this.loading = false;
+      this.renderPanel();
+    }
+  }
+
+  private renderPanel(): void {
+    if (this.loading) {
+      this.showLoading('Loading ETF data...');
+      return;
+    }
+
+    if (this.error || !this.data) {
+      this.showError(this.error || 'No data');
+      return;
+    }
+
+    const d = this.data;
+    if (!d.etfs.length) {
+      this.setContent('<div class="panel-loading-text">ETF data temporarily unavailable</div>');
+      return;
+    }
+
+    const s = d.summary;
+    const dirClass = s.netDirection.includes('INFLOW') ? 'flow-inflow' : s.netDirection.includes('OUTFLOW') ? 'flow-outflow' : 'flow-neutral';
+
+    const rows = d.etfs.map(etf => `
+      <tr class="etf-row ${flowClass(etf.direction)}">
+        <td class="etf-ticker">${escapeHtml(etf.ticker)}</td>
+        <td class="etf-issuer">${escapeHtml(etf.issuer)}</td>
+        <td class="etf-flow ${flowClass(etf.direction)}">${etf.direction === 'inflow' ? '+' : etf.direction === 'outflow' ? '-' : ''}$${formatVolume(Math.abs(etf.estFlow))}</td>
+        <td class="etf-volume">${formatVolume(etf.volume)}</td>
+        <td class="etf-change ${changeClass(etf.priceChange)}">${etf.priceChange > 0 ? '+' : ''}${etf.priceChange.toFixed(2)}%</td>
+      </tr>
+    `).join('');
+
+    const html = `
+      <div class="etf-flows-container">
+        <div class="etf-summary ${dirClass}">
+          <div class="etf-summary-item">
+            <span class="etf-summary-label">Net Flow</span>
+            <span class="etf-summary-value ${dirClass}">${escapeHtml(s.netDirection)}</span>
+          </div>
+          <div class="etf-summary-item">
+            <span class="etf-summary-label">Est. Flow</span>
+            <span class="etf-summary-value">$${formatVolume(Math.abs(s.totalEstFlow))}</span>
+          </div>
+          <div class="etf-summary-item">
+            <span class="etf-summary-label">Total Vol</span>
+            <span class="etf-summary-value">${formatVolume(s.totalVolume)}</span>
+          </div>
+          <div class="etf-summary-item">
+            <span class="etf-summary-label">ETFs</span>
+            <span class="etf-summary-value">${s.inflowCount}↑ ${s.outflowCount}↓</span>
+          </div>
+        </div>
+        <div class="etf-table-wrap">
+          <table class="etf-table">
+            <thead>
+              <tr>
+                <th>Ticker</th>
+                <th>Issuer</th>
+                <th>Est. Flow</th>
+                <th>Volume</th>
+                <th>Change</th>
+              </tr>
+            </thead>
+            <tbody>${rows}</tbody>
+          </table>
+        </div>
+      </div>
+    `;
+
+    this.setContent(html);
+  }
+}
diff --git a/src/components/EconomicPanel.ts b/src/components/EconomicPanel.ts
index 43bff0ea5..c9651028e 100644
--- a/src/components/EconomicPanel.ts
+++ b/src/components/EconomicPanel.ts
@@ -1,96 +1,219 @@
+import { Panel } from './Panel';
 import type { FredSeries } from '@/services/fred';
+import type { OilAnalytics } from '@/services/oil-analytics';
+import type { SpendingSummary } from '@/services/usa-spending';
 import { getChangeClass, formatChange } from '@/services/fred';
+import { formatOilValue, getTrendIndicator, getTrendColor } from '@/services/oil-analytics';
+import { formatAwardAmount, getAwardTypeIcon } from '@/services/usa-spending';
+import { escapeHtml } from '@/utils/sanitize';
 
-export class EconomicPanel {
-  private container: HTMLElement;
-  private data: FredSeries[] = [];
-  private isLoading = true;
+type TabId = 'indicators' | 'oil' | 'spending';
+
+export class EconomicPanel extends Panel {
+  private fredData: FredSeries[] = [];
+  private oilData: OilAnalytics | null = null;
+  private spendingData: SpendingSummary | null = null;
   private lastUpdate: Date | null = null;
+  private activeTab: TabId = 'indicators';
 
-  constructor(container: HTMLElement) {
-    this.container = container;
-    this.render();
+  constructor() {
+    super({ id: 'economic', title: 'Economic Data' });
   }
 
   public update(data: FredSeries[]): void {
-    this.data = data;
-    this.isLoading = false;
+    this.fredData = data;
     this.lastUpdate = new Date();
     this.render();
   }
 
-  public setLoading(loading: boolean): void {
-    this.isLoading = loading;
+  public updateOil(data: OilAnalytics): void {
+    this.oilData = data;
     this.render();
   }
 
-  private render(): void {
-    if (this.isLoading) {
-      this.container.innerHTML = `
-        <div class="economic-panel">
-          <div class="panel-header">
-            <span class="panel-title">ECONOMIC INDICATORS</span>
-            <span class="panel-source">FRED</span>
-          </div>
-          <div class="panel-loading">Loading economic data...</div>
-        </div>
-      `;
-      return;
-    }
+  public updateSpending(data: SpendingSummary): void {
+    this.spendingData = data;
+    this.render();
+  }
 
-    if (this.data.length === 0) {
-      this.container.innerHTML = `
-        <div class="economic-panel">
-          <div class="panel-header">
-            <span class="panel-title">ECONOMIC INDICATORS</span>
-            <span class="panel-source">FRED</span>
-          </div>
-          <div class="panel-empty">No data available</div>
-        </div>
-      `;
-      return;
+  public setLoading(loading: boolean): void {
+    if (loading) {
+      this.showLoading();
     }
+  }
 
-    const indicatorsHtml = this.data.map(series => {
-      const changeClass = getChangeClass(series.change);
-      const changeStr = formatChange(series.change, series.unit);
-      const arrow = series.change !== null
-        ? (series.change > 0 ? '▲' : series.change < 0 ? '▼' : '–')
-        : '';
-
-      return `
-        <div class="economic-indicator" data-series="${series.id}">
-          <div class="indicator-header">
-            <span class="indicator-name">${series.name}</span>
-            <span class="indicator-id">${series.id}</span>
-          </div>
-          <div class="indicator-value">
-            <span class="value">${series.value !== null ? series.value : 'N/A'}${series.unit}</span>
-            <span class="change ${changeClass}">${arrow} ${changeStr}</span>
-          </div>
-          <div class="indicator-date">${series.date}</div>
-        </div>
-      `;
-    }).join('');
+  private render(): void {
+    const hasOil = this.oilData && (this.oilData.wtiPrice || this.oilData.brentPrice);
+    const hasSpending = this.spendingData && this.spendingData.awards.length > 0;
+
+    // Build tabs HTML
+    const tabsHtml = `
+      <div class="economic-tabs">
+        <button class="economic-tab ${this.activeTab === 'indicators' ? 'active' : ''}" data-tab="indicators">
+          📊 Indicators
+        </button>
+        ${hasOil ? `
+          <button class="economic-tab ${this.activeTab === 'oil' ? 'active' : ''}" data-tab="oil">
+            🛢️ Oil
+          </button>
+        ` : ''}
+        ${hasSpending ? `
+          <button class="economic-tab ${this.activeTab === 'spending' ? 'active' : ''}" data-tab="spending">
+            🏛️ Gov
+          </button>
+        ` : ''}
+      </div>
+    `;
+
+    let contentHtml = '';
+
+    switch (this.activeTab) {
+      case 'indicators':
+        contentHtml = this.renderIndicators();
+        break;
+      case 'oil':
+        contentHtml = this.renderOil();
+        break;
+      case 'spending':
+        contentHtml = this.renderSpending();
+        break;
+    }
 
     const updateTime = this.lastUpdate
       ? this.lastUpdate.toLocaleTimeString([], { hour: '2-digit', minute: '2-digit' })
       : '';
 
-    this.container.innerHTML = `
-      <div class="economic-panel">
-        <div class="panel-header">
-          <span class="panel-title">ECONOMIC INDICATORS</span>
-          <span class="panel-source">FRED • ${updateTime}</span>
-        </div>
-        <div class="economic-indicators">
-          ${indicatorsHtml}
-        </div>
+    this.setContent(`
+      ${tabsHtml}
+      <div class="economic-content">
+        ${contentHtml}
+      </div>
+      <div class="economic-footer">
+        <span class="economic-source">${this.getSourceLabel()} • ${updateTime}</span>
+      </div>
+    `);
+
+    // Bind tab click events
+    this.content.querySelectorAll('.economic-tab').forEach(tab => {
+      tab.addEventListener('click', (e) => {
+        const tabId = (e.target as HTMLElement).dataset.tab as TabId;
+        if (tabId) {
+          this.activeTab = tabId;
+          this.render();
+        }
+      });
+    });
+  }
+
+  private getSourceLabel(): string {
+    switch (this.activeTab) {
+      case 'indicators': return 'FRED';
+      case 'oil': return 'EIA';
+      case 'spending': return 'USASpending.gov';
+    }
+  }
+
+  private renderIndicators(): string {
+    if (this.fredData.length === 0) {
+      return '<div class="economic-empty">No economic data available</div>';
+    }
+
+    return `
+      <div class="economic-indicators">
+        ${this.fredData.map(series => {
+          const changeClass = getChangeClass(series.change);
+          const changeStr = formatChange(series.change, series.unit);
+          const arrow = series.change !== null
+            ? (series.change > 0 ? '▲' : series.change < 0 ? '▼' : '–')
+            : '';
+
+          return `
+            <div class="economic-indicator" data-series="${escapeHtml(series.id)}">
+              <div class="indicator-header">
+                <span class="indicator-name">${escapeHtml(series.name)}</span>
+                <span class="indicator-id">${escapeHtml(series.id)}</span>
+              </div>
+              <div class="indicator-value">
+                <span class="value">${escapeHtml(String(series.value !== null ? series.value : 'N/A'))}${escapeHtml(series.unit)}</span>
+                <span class="change ${escapeHtml(changeClass)}">${escapeHtml(arrow)} ${escapeHtml(changeStr)}</span>
+              </div>
+              <div class="indicator-date">${escapeHtml(series.date)}</div>
+            </div>
+          `;
+        }).join('')}
       </div>
     `;
   }
 
-  public getElement(): HTMLElement {
-    return this.container;
+  private renderOil(): string {
+    if (!this.oilData) {
+      return '<div class="economic-empty">Oil data not available</div>';
+    }
+
+    const metrics = [
+      this.oilData.wtiPrice,
+      this.oilData.brentPrice,
+      this.oilData.usProduction,
+      this.oilData.usInventory,
+    ].filter(Boolean);
+
+    if (metrics.length === 0) {
+      return '<div class="economic-empty">No oil metrics available. Add EIA_API_KEY to enable.</div>';
+    }
+
+    return `
+      <div class="economic-indicators oil-metrics">
+        ${metrics.map(metric => {
+          if (!metric) return '';
+          const trendIcon = getTrendIndicator(metric.trend);
+          const trendColor = getTrendColor(metric.trend, metric.name.includes('Production'));
+
+          return `
+            <div class="economic-indicator oil-metric">
+              <div class="indicator-header">
+                <span class="indicator-name">${escapeHtml(metric.name)}</span>
+              </div>
+              <div class="indicator-value">
+                <span class="value">${escapeHtml(formatOilValue(metric.current, metric.unit))} ${escapeHtml(metric.unit)}</span>
+                <span class="change" style="color: ${escapeHtml(trendColor)}">
+                  ${escapeHtml(trendIcon)} ${escapeHtml(String(metric.changePct > 0 ? '+' : ''))}${escapeHtml(String(metric.changePct))}%
+                </span>
+              </div>
+              <div class="indicator-date">vs previous week</div>
+            </div>
+          `;
+        }).join('')}
+      </div>
+    `;
+  }
+
+  private renderSpending(): string {
+    if (!this.spendingData || this.spendingData.awards.length === 0) {
+      return '<div class="economic-empty">No recent government awards</div>';
+    }
+
+    const { awards, totalAmount, periodStart, periodEnd } = this.spendingData;
+
+    return `
+      <div class="spending-summary">
+        <div class="spending-total">
+          ${escapeHtml(formatAwardAmount(totalAmount))} in ${escapeHtml(String(awards.length))} awards
+          <span class="spending-period">${escapeHtml(periodStart)} – ${escapeHtml(periodEnd)}</span>
+        </div>
+      </div>
+      <div class="spending-list">
+        ${awards.slice(0, 8).map(award => `
+          <div class="spending-award">
+            <div class="award-header">
+              <span class="award-icon">${escapeHtml(getAwardTypeIcon(award.awardType))}</span>
+              <span class="award-amount">${escapeHtml(formatAwardAmount(award.amount))}</span>
+            </div>
+            <div class="award-recipient">${escapeHtml(award.recipientName)}</div>
+            <div class="award-agency">${escapeHtml(award.agency)}</div>
+            ${award.description ? `<div class="award-desc">${escapeHtml(award.description.slice(0, 100))}${award.description.length > 100 ? '...' : ''}</div>` : ''}
+          </div>
+        `).join('')}
+      </div>
+    `;
   }
 }
diff --git a/src/components/GdeltIntelPanel.ts b/src/components/GdeltIntelPanel.ts
new file mode 100644
index 000000000..ead9f4e20
--- /dev/null
+++ b/src/components/GdeltIntelPanel.ts
@@ -0,0 +1,120 @@
+import { Panel } from './Panel';
+import { escapeHtml, sanitizeUrl } from '@/utils/sanitize';
+import {
+  INTEL_TOPICS,
+  fetchTopicIntelligence,
+  formatArticleDate,
+  extractDomain,
+  type GdeltArticle,
+  type IntelTopic,
+  type TopicIntelligence,
+} from '@/services/gdelt-intel';
+
+export class GdeltIntelPanel extends Panel {
+  private activeTopic: IntelTopic = INTEL_TOPICS[0]!;
+  private topicData = new Map<string, TopicIntelligence>();
+  private tabsEl: HTMLElement | null = null;
+
+  constructor() {
+    super({
+      id: 'gdelt-intel',
+      title: 'Live Intelligence',
+      showCount: true,
+      trackActivity: true,
+      infoTooltip: `<strong>GDELT Intelligence</strong>
+        Real-time global news monitoring:
+        <ul>
+          <li>Curated topic categories (conflicts, cyber, etc.)</li>
+          <li>Articles from 100+ languages translated</li>
+          <li>Updates every 15 minutes</li>
+        </ul>
+        Source: GDELT Project (gdeltproject.org)`,
+    });
+    this.createTabs();
+    this.loadActiveTopic();
+  }
+
+  private createTabs(): void {
+    this.tabsEl = document.createElement('div');
+    this.tabsEl.className = 'gdelt-intel-tabs';
+
+    INTEL_TOPICS.forEach(topic => {
+      const tab = document.createElement('button');
+      tab.className = `gdelt-intel-tab ${topic.id === this.activeTopic.id ? 'active' : ''}`;
+      tab.dataset.topicId = topic.id;
+      tab.title = topic.description;
+      tab.innerHTML = `<span class="tab-icon">${topic.icon}</span><span class="tab-label">${escapeHtml(topic.name)}</span>`;
+
+      tab.addEventListener('click', () => this.selectTopic(topic));
+      this.tabsEl!.appendChild(tab);
+    });
+
+    this.element.insertBefore(this.tabsEl, this.content);
+  }
+
+  private selectTopic(topic: IntelTopic): void {
+    if (topic.id === this.activeTopic.id) return;
+
+    this.activeTopic = topic;
+
+    this.tabsEl?.querySelectorAll('.gdelt-intel-tab').forEach(tab => {
+      tab.classList.toggle('active', (tab as HTMLElement).dataset.topicId === topic.id);
+    });
+
+    const cached = this.topicData.get(topic.id);
+    if (cached && Date.now() - cached.fetchedAt.getTime() < 5 * 60 * 1000) {
+      this.renderArticles(cached.articles);
+    } else {
+      this.loadActiveTopic();
+    }
+  }
+
+  private async loadActiveTopic(): Promise<void> {
+    this.showLoading();
+
+    try {
+      const data = await fetchTopicIntelligence(this.activeTopic);
+      this.topicData.set(this.activeTopic.id, data);
+      this.renderArticles(data.articles);
+      this.setCount(data.articles.length);
+    } catch (error) {
+      console.error('[GdeltIntelPanel] Load error:', error);
+      this.showError('Failed to load intelligence feed');
+    }
+  }
+
+  private renderArticles(articles: GdeltArticle[]): void {
+    if (articles.length === 0) {
+      this.content.innerHTML = '<div class="empty-state">No recent articles for this topic</div>';
+      return;
+    }
+
+    const html = articles.map(article => this.renderArticle(article)).join('');
+    this.content.innerHTML = `<div class="gdelt-intel-articles">${html}</div>`;
+  }
+
+  private renderArticle(article: GdeltArticle): string {
+    const domain = article.source || extractDomain(article.url);
+    const timeAgo = formatArticleDate(article.date);
+    const toneClass = article.tone ? (article.tone < -2 ? 'tone-negative' : article.tone > 2 ? 'tone-positive' : '') : '';
+
+    return `
+      <a href="${sanitizeUrl(article.url)}" target="_blank" rel="noopener" class="gdelt-intel-article ${toneClass}">
+        <div class="article-header">
+          <span class="article-source">${escapeHtml(domain)}</span>
+          <span class="article-time">${escapeHtml(timeAgo)}</span>
+        </div>
+        <div class="article-title">${escapeHtml(article.title)}</div>
+      </a>
+    `;
+  }
+
+  public async refresh(): Promise<void> {
+    await this.loadActiveTopic();
+  }
+
+  public async refreshAll(): Promise<void> {
+    this.topicData.clear();
+    await this.loadActiveTopic();
+  }
+}
diff --git a/src/components/GeoHubsPanel.ts b/src/components/GeoHubsPanel.ts
new file mode 100644
index 000000000..70685b8da
--- /dev/null
+++ b/src/components/GeoHubsPanel.ts
@@ -0,0 +1,130 @@
+import { Panel } from './Panel';
+import type { GeoHubActivity } from '@/services/geo-activity';
+import { escapeHtml, sanitizeUrl } from '@/utils/sanitize';
+
+const COUNTRY_FLAGS: Record<string, string> = {
+  'USA': '🇺🇸', 'Russia': '🇷🇺', 'China': '🇨🇳', 'UK': '🇬🇧', 'Belgium': '🇧🇪',
+  'Israel': '🇮🇱', 'Iran': '🇮🇷', 'Ukraine': '🇺🇦', 'Taiwan': '🇹🇼', 'Japan': '🇯🇵',
+  'South Korea': '🇰🇷', 'North Korea': '🇰🇵', 'India': '🇮🇳', 'Saudi Arabia': '🇸🇦',
+  'Turkey': '🇹🇷', 'France': '🇫🇷', 'Germany': '🇩🇪', 'Egypt': '🇪🇬', 'Pakistan': '🇵🇰',
+  'Palestine': '🇵🇸', 'Yemen': '🇾🇪', 'Syria': '🇸🇾', 'Lebanon': '🇱🇧',
+  'Sudan': '🇸🇩', 'Ethiopia': '🇪🇹', 'Myanmar': '🇲🇲', 'Austria': '🇦🇹',
+  'International': '🌐',
+};
+
+const TYPE_ICONS: Record<string, string> = {
+  capital: '🏛️',
+  conflict: '⚔️',
+  strategic: '⚓',
+  organization: '🏢',
+};
+
+const TYPE_LABELS: Record<string, string> = {
+  capital: 'Capital',
+  conflict: 'Conflict Zone',
+  strategic: 'Strategic',
+  organization: 'Organization',
+};
+
+export class GeoHubsPanel extends Panel {
+  private activities: GeoHubActivity[] = [];
+  private onHubClick?: (hub: GeoHubActivity) => void;
+
+  constructor() {
+    super({
+      id: 'geo-hubs',
+      title: 'Geopolitical Hotspots',
+      showCount: true,
+      infoTooltip: `
+        <strong>Geopolitical Activity Hubs</strong><br>
+        Shows regions with the most news activity.<br><br>
+        <em>Hub types:</em><br>
+        • 🏛️ Capitals — World capitals and government centers<br>
+        • ⚔️ Conflict Zones — Active conflict areas<br>
+        • ⚓ Strategic — Chokepoints and key regions<br>
+        • 🏢 Organizations — UN, NATO, IAEA, etc.<br><br>
+        <em>Activity levels:</em><br>
+        • <span style="color: #ff4444">High</span> — Breaking news or 70+ score<br>
+        • <span style="color: #ff8844">Elevated</span> — Score 40-69<br>
+        • <span style="color: #888">Low</span> — Score below 40<br><br>
+        Click a hub to zoom to its location.
+      `,
+    });
+  }
+
+  public setOnHubClick(handler: (hub: GeoHubActivity) => void): void {
+    this.onHubClick = handler;
+  }
+
+  public setActivities(activities: GeoHubActivity[]): void {
+    this.activities = activities.slice(0, 10);
+    this.setCount(this.activities.length);
+    this.render();
+  }
+
+  private getFlag(country: string): string {
+    return COUNTRY_FLAGS[country] || '🌐';
+  }
+
+  private getTypeIcon(type: string): string {
+    return TYPE_ICONS[type] || '📍';
+  }
+
+  private getTypeLabel(type: string): string {
+    return TYPE_LABELS[type] || type;
+  }
+
+  private render(): void {
+    if (this.activities.length === 0) {
+      this.showError('No active geopolitical hubs');
+      return;
+    }
+
+    const html = this.activities.map((hub, index) => {
+      const trendIcon = hub.trend === 'rising' ? '↑' : hub.trend === 'falling' ? '↓' : '';
+      const breakingTag = hub.hasBreaking ? '<span class="hub-breaking geo">ALERT</span>' : '';
+      const topStory = hub.topStories[0];
+
+      return `
+        <div class="geo-hub-item ${hub.activityLevel}" data-hub-id="${escapeHtml(hub.hubId)}" data-index="${index}">
+          <div class="hub-rank">${index + 1}</div>
+          <span class="geo-hub-indicator ${hub.activityLevel}"></span>
+          <div class="hub-info">
+            <div class="hub-header">
+              <span class="hub-name">${escapeHtml(hub.name)}</span>
+              <span class="hub-flag">${this.getFlag(hub.country)}</span>
+              ${breakingTag}
+            </div>
+            <div class="hub-meta">
+              <span class="hub-news-count">${hub.newsCount} ${hub.newsCount === 1 ? 'story' : 'stories'}</span>
+              ${trendIcon ? `<span class="hub-trend ${hub.trend}">${trendIcon}</span>` : ''}
+              <span class="geo-hub-type">${this.getTypeIcon(hub.type)} ${this.getTypeLabel(hub.type)}</span>
+            </div>
+          </div>
+          <div class="hub-score geo">${Math.round(hub.score)}</div>
+        </div>
+        ${topStory ? `
+          <a class="hub-top-story geo" href="${sanitizeUrl(topStory.link)}" target="_blank" rel="noopener" data-hub-id="${escapeHtml(hub.hubId)}">
+            ${escapeHtml(topStory.title.length > 80 ? topStory.title.slice(0, 77) + '...' : topStory.title)}
+          </a>
+        ` : ''}
+      `;
+    }).join('');
+
+    this.setContent(html);
+    this.bindEvents();
+  }
+
+  private bindEvents(): void {
+    const items = this.content.querySelectorAll<HTMLDivElement>('.geo-hub-item');
+    items.forEach((item) => {
+      item.addEventListener('click', () => {
+        const hubId = item.dataset.hubId;
+        const hub = this.activities.find(a => a.hubId === hubId);
+        if (hub && this.onHubClick) {
+          this.onHubClick(hub);
+        }
+      });
+    });
+  }
+}
diff --git a/src/components/InsightsPanel.ts b/src/components/InsightsPanel.ts
new file mode 100644
index 000000000..e02e8afc6
--- /dev/null
+++ b/src/components/InsightsPanel.ts
@@ -0,0 +1,639 @@
+import { Panel } from './Panel';
+import { mlWorker } from '@/services/ml-worker';
+import { generateSummary } from '@/services/summarization';
+import { parallelAnalysis, type AnalyzedHeadline } from '@/services/parallel-analysis';
+import { signalAggregator, logSignalSummary, type RegionalConvergence } from '@/services/signal-aggregator';
+import { focalPointDetector } from '@/services/focal-point-detector';
+import { ingestNewsForCII } from '@/services/country-instability';
+import { getTheaterPostureSummaries } from '@/services/military-surge';
+import { isMobileDevice } from '@/utils';
+import { escapeHtml, sanitizeUrl } from '@/utils/sanitize';
+import { SITE_VARIANT } from '@/config';
+import { getPersistentCache, setPersistentCache } from '@/services/persistent-cache';
+import type { ClusteredEvent, FocalPoint, MilitaryFlight } from '@/types';
+
+export class InsightsPanel extends Panel {
+  private isHidden = false;
+  private lastBriefUpdate = 0;
+  private cachedBrief: string | null = null;
+  private lastMissedStories: AnalyzedHeadline[] = [];
+  private lastConvergenceZones: RegionalConvergence[] = [];
+  private lastFocalPoints: FocalPoint[] = [];
+  private lastMilitaryFlights: MilitaryFlight[] = [];
+  private static readonly BRIEF_COOLDOWN_MS = 120000; // 2 min cooldown (API has limits)
+  private static readonly BRIEF_CACHE_KEY = 'summary:world-brief';
+
+  constructor() {
+    super({
+      id: 'insights',
+      title: 'AI INSIGHTS',
+      showCount: false,
+      infoTooltip: `
+        <strong>AI-Powered Analysis</strong><br>
+        • <strong>World Brief</strong>: AI summary (Groq/OpenRouter)<br>
+        • <strong>Sentiment</strong>: News tone analysis<br>
+        • <strong>Velocity</strong>: Fast-moving stories<br>
+        • <strong>Focal Points</strong>: Correlates news entities with map signals (military, protests, outages)<br>
+        <em>Desktop only • Powered by Llama 3.3 + Focal Point Detection</em>
+      `,
+    });
+
+    if (isMobileDevice()) {
+      this.hide();
+      this.isHidden = true;
+    }
+  }
+
+  public setMilitaryFlights(flights: MilitaryFlight[]): void {
+    this.lastMilitaryFlights = flights;
+  }
+
+  private getTheaterPostureContext(): string {
+    if (this.lastMilitaryFlights.length === 0) {
+      return '';
+    }
+
+    const postures = getTheaterPostureSummaries(this.lastMilitaryFlights);
+    const significant = postures.filter(
+      (p) => p.postureLevel === 'critical' || p.postureLevel === 'elevated' || p.strikeCapable
+    );
+
+    if (significant.length === 0) {
+      return '';
+    }
+
+    const lines = significant.map((p) => {
+      const parts: string[] = [];
+      parts.push(`${p.theaterName}: ${p.totalAircraft} aircraft`);
+      parts.push(`(${p.postureLevel.toUpperCase()})`);
+      if (p.strikeCapable) parts.push('STRIKE CAPABLE');
+      parts.push(`- ${p.summary}`);
+      if (p.targetNation) parts.push(`Focus: ${p.targetNation}`);
+      return parts.join(' ');
+    });
+
+    return `\n\nCRITICAL MILITARY POSTURE:\n${lines.join('\n')}`;
+  }
+
+
+  private async loadBriefFromCache(): Promise<boolean> {
+    if (this.cachedBrief) return false;
+    const entry = await getPersistentCache<{ summary: string }>(InsightsPanel.BRIEF_CACHE_KEY);
+    if (!entry?.data?.summary) return false;
+    this.cachedBrief = entry.data.summary;
+    this.lastBriefUpdate = entry.updatedAt;
+    return true;
+  }
+  // High-priority military/conflict keywords (huge boost)
+  private static readonly MILITARY_KEYWORDS = [
+    'war', 'armada', 'invasion', 'airstrike', 'strike', 'missile', 'troops',
+    'deployed', 'offensive', 'artillery', 'bomb', 'combat', 'fleet', 'warship',
+    'carrier', 'navy', 'airforce', 'deployment', 'mobilization', 'attack',
+  ];
+
+  // Violence/casualty keywords (huge boost - human cost stories)
+  private static readonly VIOLENCE_KEYWORDS = [
+    'killed', 'dead', 'death', 'shot', 'blood', 'massacre', 'slaughter',
+    'fatalities', 'casualties', 'wounded', 'injured', 'murdered', 'execution',
+    'crackdown', 'violent', 'clashes', 'gunfire', 'shooting',
+  ];
+
+  // Civil unrest keywords (high boost)
+  private static readonly UNREST_KEYWORDS = [
+    'protest', 'protests', 'uprising', 'revolt', 'revolution', 'riot', 'riots',
+    'demonstration', 'unrest', 'dissent', 'rebellion', 'insurgent', 'overthrow',
+    'coup', 'martial law', 'curfew', 'shutdown', 'blackout',
+  ];
+
+  // Geopolitical flashpoints (major boost)
+  private static readonly FLASHPOINT_KEYWORDS = [
+    'iran', 'tehran', 'russia', 'moscow', 'china', 'beijing', 'taiwan', 'ukraine', 'kyiv',
+    'north korea', 'pyongyang', 'israel', 'gaza', 'west bank', 'syria', 'damascus',
+    'yemen', 'hezbollah', 'hamas', 'kremlin', 'pentagon', 'nato', 'wagner',
+  ];
+
+  // Crisis keywords (moderate boost)
+  private static readonly CRISIS_KEYWORDS = [
+    'crisis', 'emergency', 'catastrophe', 'disaster', 'collapse', 'humanitarian',
+    'sanctions', 'ultimatum', 'threat', 'retaliation', 'escalation', 'tensions',
+    'breaking', 'urgent', 'developing', 'exclusive',
+  ];
+
+  // Business/tech context that should REDUCE score (demote business news with military words)
+  private static readonly DEMOTE_KEYWORDS = [
+    'ceo', 'earnings', 'stock', 'startup', 'data center', 'datacenter', 'revenue',
+    'quarterly', 'profit', 'investor', 'ipo', 'funding', 'valuation',
+  ];
+
+  private getImportanceScore(cluster: ClusteredEvent): number {
+    let score = 0;
+    const titleLower = cluster.primaryTitle.toLowerCase();
+
+    // Source confirmation (base signal)
+    score += cluster.sourceCount * 10;
+
+    // Violence/casualty keywords: highest priority (+100 base, +25 per match)
+    // "Pools of blood" type stories should always surface
+    const violenceMatches = InsightsPanel.VIOLENCE_KEYWORDS.filter(kw => titleLower.includes(kw));
+    if (violenceMatches.length > 0) {
+      score += 100 + (violenceMatches.length * 25);
+    }
+
+    // Military keywords: highest priority (+80 base, +20 per match)
+    const militaryMatches = InsightsPanel.MILITARY_KEYWORDS.filter(kw => titleLower.includes(kw));
+    if (militaryMatches.length > 0) {
+      score += 80 + (militaryMatches.length * 20);
+    }
+
+    // Civil unrest: high priority (+70 base, +18 per match)
+    const unrestMatches = InsightsPanel.UNREST_KEYWORDS.filter(kw => titleLower.includes(kw));
+    if (unrestMatches.length > 0) {
+      score += 70 + (unrestMatches.length * 18);
+    }
+
+    // Flashpoint keywords: high priority (+60 base, +15 per match)
+    const flashpointMatches = InsightsPanel.FLASHPOINT_KEYWORDS.filter(kw => titleLower.includes(kw));
+    if (flashpointMatches.length > 0) {
+      score += 60 + (flashpointMatches.length * 15);
+    }
+
+    // COMBO BONUS: Violence/unrest + flashpoint location = critical story
+    // e.g., "Iran protests" + "blood" = huge boost
+    if ((violenceMatches.length > 0 || unrestMatches.length > 0) && flashpointMatches.length > 0) {
+      score *= 1.5; // 50% bonus for flashpoint unrest
+    }
+
+    // Crisis keywords: moderate priority (+30 base, +10 per match)
+    const crisisMatches = InsightsPanel.CRISIS_KEYWORDS.filter(kw => titleLower.includes(kw));
+    if (crisisMatches.length > 0) {
+      score += 30 + (crisisMatches.length * 10);
+    }
+
+    // Demote business/tech news that happens to contain military words
+    const demoteMatches = InsightsPanel.DEMOTE_KEYWORDS.filter(kw => titleLower.includes(kw));
+    if (demoteMatches.length > 0) {
+      score *= 0.3; // Heavy penalty for business context
+    }
+
+    // Velocity multiplier
+    const velMultiplier: Record<string, number> = {
+      'viral': 3,
+      'spike': 2.5,
+      'elevated': 1.5,
+      'normal': 1
+    };
+    score *= velMultiplier[cluster.velocity?.level ?? 'normal'] ?? 1;
+
+    // Alert bonus
+    if (cluster.isAlert) score += 50;
+
+    // Recency bonus (decay over 12 hours)
+    const ageMs = Date.now() - cluster.firstSeen.getTime();
+    const ageHours = ageMs / 3600000;
+    const recencyMultiplier = Math.max(0.5, 1 - (ageHours / 12));
+    score *= recencyMultiplier;
+
+    return score;
+  }
+
+  private selectTopStories(clusters: ClusteredEvent[], maxCount: number): ClusteredEvent[] {
+    // Score ALL clusters first - high-scoring stories override source requirements
+    const allScored = clusters
+      .map(c => ({ cluster: c, score: this.getImportanceScore(c) }));
+
+    // Filter: require at least 2 sources OR alert OR elevated velocity OR high score
+    // High score (>100) means critical keywords were matched - don't require multi-source
+    const candidates = allScored.filter(({ cluster: c, score }) =>
+      c.sourceCount >= 2 ||
+      c.isAlert ||
+      (c.velocity && c.velocity.level !== 'normal') ||
+      score > 100  // Critical stories bypass source requirement
+    );
+
+    // Sort by score
+    const scored = candidates.sort((a, b) => b.score - a.score);
+
+    // Select with source diversity (max 3 from same primary source)
+    const selected: ClusteredEvent[] = [];
+    const sourceCount = new Map<string, number>();
+    const MAX_PER_SOURCE = 3;
+
+    for (const { cluster } of scored) {
+      const source = cluster.primarySource;
+      const count = sourceCount.get(source) || 0;
+
+      if (count < MAX_PER_SOURCE) {
+        selected.push(cluster);
+        sourceCount.set(source, count + 1);
+      }
+
+      if (selected.length >= maxCount) break;
+    }
+
+    return selected;
+  }
+
+  private setProgress(step: number, total: number, message: string): void {
+    const percent = Math.round((step / total) * 100);
+    this.setContent(`
+      <div class="insights-progress">
+        <div class="insights-progress-bar">
+          <div class="insights-progress-fill" style="width: ${percent}%"></div>
+        </div>
+        <div class="insights-progress-info">
+          <span class="insights-progress-step">Step ${step}/${total}</span>
+          <span class="insights-progress-message">${message}</span>
+        </div>
+      </div>
+    `);
+  }
+
+  public async updateInsights(clusters: ClusteredEvent[]): Promise<void> {
+    if (this.isHidden) return;
+
+    if (clusters.length === 0) {
+      this.setDataBadge('unavailable');
+      this.setContent('<div class="insights-empty">Waiting for news data...</div>');
+      return;
+    }
+
+    const totalSteps = 4;
+
+    try {
+      // Step 1: Filter and rank stories by composite importance score
+      this.setProgress(1, totalSteps, 'Ranking important stories...');
+
+      const importantClusters = this.selectTopStories(clusters, 8);
+
+      // Run parallel multi-perspective analysis in background (logs to console)
+      // This analyzes ALL clusters, not just the keyword-filtered ones
+      const parallelPromise = parallelAnalysis.analyzeHeadlines(clusters).then(report => {
+        this.lastMissedStories = report.missedByKeywords;
+        const suggestions = parallelAnalysis.getSuggestedImprovements();
+        if (suggestions.length > 0) {
+          console.log('%c💡 Improvement Suggestions:', 'color: #f59e0b; font-weight: bold');
+          suggestions.forEach(s => console.log(`  • ${s}`));
+        }
+      }).catch(err => {
+        console.warn('[ParallelAnalysis] Error:', err);
+      });
+
+      // Get geographic signal correlations (geopolitical variant only)
+      // Tech variant focuses on tech news, not military/protest signals
+      let signalSummary: ReturnType<typeof signalAggregator.getSummary>;
+      let focalSummary: ReturnType<typeof focalPointDetector.analyze>;
+
+      if (SITE_VARIANT === 'full') {
+        signalSummary = signalAggregator.getSummary();
+        this.lastConvergenceZones = signalSummary.convergenceZones;
+        if (signalSummary.totalSignals > 0) {
+          logSignalSummary();
+        }
+
+        // Run focal point detection (correlates news entities with map signals)
+        focalSummary = focalPointDetector.analyze(clusters, signalSummary);
+        this.lastFocalPoints = focalSummary.focalPoints;
+        if (focalSummary.focalPoints.length > 0) {
+          focalPointDetector.logSummary();
+          // Ingest news for CII BEFORE signaling (so CII has data when it calculates)
+          ingestNewsForCII(clusters);
+          // Signal CII to refresh now that focal points AND news data are available
+          window.dispatchEvent(new CustomEvent('focal-points-ready'));
+        }
+      } else {
+        // Tech variant: no geopolitical signals, just summarize tech news
+        signalSummary = {
+          timestamp: new Date(),
+          totalSignals: 0,
+          byType: {} as Record<string, number>,
+          convergenceZones: [],
+          topCountries: [],
+          aiContext: '',
+        };
+        focalSummary = {
+          focalPoints: [],
+          aiContext: '',
+          timestamp: new Date(),
+          topCountries: [],
+          topCompanies: [],
+        };
+        this.lastConvergenceZones = [];
+        this.lastFocalPoints = [];
+      }
+
+      if (importantClusters.length === 0) {
+        this.setContent('<div class="insights-empty">No breaking or multi-source stories yet</div>');
+        return;
+      }
+
+      const titles = importantClusters.map(c => c.primaryTitle);
+
+      // Step 2: Analyze sentiment (browser-based, fast)
+      this.setProgress(2, totalSteps, 'Analyzing sentiment...');
+      let sentiments: Array<{ label: string; score: number }> | null = null;
+
+      if (mlWorker.isAvailable) {
+        sentiments = await mlWorker.classifySentiment(titles).catch(() => null);
+      }
+
+      // Step 3: Generate World Brief (with cooldown)
+      const loadedFromPersistentCache = await this.loadBriefFromCache();
+      let worldBrief = this.cachedBrief;
+      const now = Date.now();
+
+      let usedCachedBrief = loadedFromPersistentCache;
+      if (!worldBrief || now - this.lastBriefUpdate > InsightsPanel.BRIEF_COOLDOWN_MS) {
+        this.setProgress(3, totalSteps, 'Generating world brief...');
+
+        // Pass focal point context + theater posture to AI for correlation-aware summarization
+        // Tech variant: no geopolitical context, just tech news summarization
+        const theaterContext = SITE_VARIANT === 'full' ? this.getTheaterPostureContext() : '';
+        const geoContext = SITE_VARIANT === 'full'
+          ? (focalSummary.aiContext || signalSummary.aiContext) + theaterContext
+          : '';
+        const result = await generateSummary(titles, (_step, _total, msg) => {
+          // Show sub-progress for summarization
+          this.setProgress(3, totalSteps, `Generating brief: ${msg}`);
+        }, geoContext);
+
+        if (result) {
+          worldBrief = result.summary;
+          this.cachedBrief = worldBrief;
+          this.lastBriefUpdate = now;
+          usedCachedBrief = false;
+          void setPersistentCache(InsightsPanel.BRIEF_CACHE_KEY, { summary: worldBrief });
+          console.log(`[InsightsPanel] Brief generated${result.cached ? ' (cached)' : ''}${geoContext ? ' (with geo context)' : ''}`);
+        }
+      } else {
+        usedCachedBrief = true;
+        this.setProgress(3, totalSteps, 'Using cached brief...');
+      }
+
+      this.setDataBadge(worldBrief ? (usedCachedBrief ? 'cached' : 'live') : 'unavailable');
+
+      // Step 4: Wait for parallel analysis to complete
+      this.setProgress(4, totalSteps, 'Multi-perspective analysis...');
+      await parallelPromise;
+
+      this.renderInsights(importantClusters, sentiments, worldBrief);
+    } catch (error) {
+      console.error('[InsightsPanel] Error:', error);
+      this.setContent('<div class="insights-error">Analysis failed - retrying...</div>');
+    }
+  }
+
+  private renderInsights(
+    clusters: ClusteredEvent[],
+    sentiments: Array<{ label: string; score: number }> | null,
+    worldBrief: string | null
+  ): void {
+    const briefHtml = worldBrief ? this.renderWorldBrief(worldBrief) : '';
+    const focalPointsHtml = this.renderFocalPoints();
+    const convergenceHtml = this.renderConvergenceZones();
+    const sentimentOverview = this.renderSentimentOverview(sentiments);
+    const breakingHtml = this.renderBreakingStories(clusters, sentiments);
+    const statsHtml = this.renderStats(clusters);
+    const missedHtml = this.renderMissedStories();
+
+    this.setContent(`
+      ${briefHtml}
+      ${focalPointsHtml}
+      ${convergenceHtml}
+      ${sentimentOverview}
+      ${statsHtml}
+      <div class="insights-section">
+        <div class="insights-section-title">BREAKING & CONFIRMED</div>
+        ${breakingHtml}
+      </div>
+      ${missedHtml}
+    `);
+  }
+
+  private renderWorldBrief(brief: string): string {
+    return `
+      <div class="insights-brief">
+        <div class="insights-section-title">${SITE_VARIANT === 'tech' ? '🚀 TECH BRIEF' : '🌍 WORLD BRIEF'}</div>
+        <div class="insights-brief-text">${escapeHtml(brief)}</div>
+      </div>
+    `;
+  }
+
+  private renderBreakingStories(
+    clusters: ClusteredEvent[],
+    sentiments: Array<{ label: string; score: number }> | null
+  ): string {
+    return clusters.map((cluster, i) => {
+      const sentiment = sentiments?.[i];
+      const sentimentClass = sentiment?.label === 'negative' ? 'negative' :
+        sentiment?.label === 'positive' ? 'positive' : 'neutral';
+
+      const badges: string[] = [];
+
+      if (cluster.sourceCount >= 3) {
+        badges.push(`<span class="insight-badge confirmed">✓ ${cluster.sourceCount} sources</span>`);
+      } else if (cluster.sourceCount >= 2) {
+        badges.push(`<span class="insight-badge multi">${cluster.sourceCount} sources</span>`);
+      }
+
+      if (cluster.velocity && cluster.velocity.level !== 'normal') {
+        const velIcon = cluster.velocity.trend === 'rising' ? '↑' : '';
+        badges.push(`<span class="insight-badge velocity ${cluster.velocity.level}">${velIcon}+${cluster.velocity.sourcesPerHour}/hr</span>`);
+      }
+
+      if (cluster.isAlert) {
+        badges.push('<span class="insight-badge alert">⚠ ALERT</span>');
+      }
+
+      return `
+        <div class="insight-story">
+          <div class="insight-story-header">
+            <span class="insight-sentiment-dot ${sentimentClass}"></span>
+            <span class="insight-story-title">${escapeHtml(cluster.primaryTitle.slice(0, 100))}${cluster.primaryTitle.length > 100 ? '...' : ''}</span>
+          </div>
+          ${badges.length > 0 ? `<div class="insight-badges">${badges.join('')}</div>` : ''}
+        </div>
+      `;
+    }).join('');
+  }
+
+  private renderSentimentOverview(sentiments: Array<{ label: string; score: number }> | null): string {
+    if (!sentiments || sentiments.length === 0) {
+      return '';
+    }
+
+    const negative = sentiments.filter(s => s.label === 'negative').length;
+    const positive = sentiments.filter(s => s.label === 'positive').length;
+    const neutral = sentiments.length - negative - positive;
+
+    const total = sentiments.length;
+    const negPct = Math.round((negative / total) * 100);
+    const neuPct = Math.round((neutral / total) * 100);
+    const posPct = 100 - negPct - neuPct;
+
+    let toneLabel = 'Mixed';
+    let toneClass = 'neutral';
+    if (negative > positive + neutral) {
+      toneLabel = 'Negative';
+      toneClass = 'negative';
+    } else if (positive > negative + neutral) {
+      toneLabel = 'Positive';
+      toneClass = 'positive';
+    }
+
+    return `
+      <div class="insights-sentiment-bar">
+        <div class="sentiment-bar-track">
+          <div class="sentiment-bar-negative" style="width: ${negPct}%"></div>
+          <div class="sentiment-bar-neutral" style="width: ${neuPct}%"></div>
+          <div class="sentiment-bar-positive" style="width: ${posPct}%"></div>
+        </div>
+        <div class="sentiment-bar-labels">
+          <span class="sentiment-label negative">${negative}</span>
+          <span class="sentiment-label neutral">${neutral}</span>
+          <span class="sentiment-label positive">${positive}</span>
+        </div>
+        <div class="sentiment-tone ${toneClass}">Overall: ${toneLabel}</div>
+      </div>
+    `;
+  }
+
+  private renderStats(clusters: ClusteredEvent[]): string {
+    const multiSource = clusters.filter(c => c.sourceCount >= 2).length;
+    const fastMoving = clusters.filter(c => c.velocity && c.velocity.level !== 'normal').length;
+    const alerts = clusters.filter(c => c.isAlert).length;
+
+    return `
+      <div class="insights-stats">
+        <div class="insight-stat">
+          <span class="insight-stat-value">${multiSource}</span>
+          <span class="insight-stat-label">Multi-source</span>
+        </div>
+        <div class="insight-stat">
+          <span class="insight-stat-value">${fastMoving}</span>
+          <span class="insight-stat-label">Fast-moving</span>
+        </div>
+        ${alerts > 0 ? `
+        <div class="insight-stat alert">
+          <span class="insight-stat-value">${alerts}</span>
+          <span class="insight-stat-label">Alerts</span>
+        </div>
+        ` : ''}
+      </div>
+    `;
+  }
+
+  private renderMissedStories(): string {
+    if (this.lastMissedStories.length === 0) {
+      return '';
+    }
+
+    const storiesHtml = this.lastMissedStories.slice(0, 3).map(story => {
+      const topPerspective = story.perspectives
+        .filter(p => p.name !== 'keywords')
+        .sort((a, b) => b.score - a.score)[0];
+
+      const perspectiveName = topPerspective?.name ?? 'ml';
+      const perspectiveScore = topPerspective?.score ?? 0;
+
+      return `
+        <div class="insight-story missed">
+          <div class="insight-story-header">
+            <span class="insight-sentiment-dot ml-flagged"></span>
+            <span class="insight-story-title">${escapeHtml(story.title.slice(0, 80))}${story.title.length > 80 ? '...' : ''}</span>
+          </div>
+          <div class="insight-badges">
+            <span class="insight-badge ml-detected">🔬 ${perspectiveName}: ${(perspectiveScore * 100).toFixed(0)}%</span>
+          </div>
+        </div>
+      `;
+    }).join('');
+
+    return `
+      <div class="insights-section insights-missed">
+        <div class="insights-section-title">🎯 ML DETECTED</div>
+        ${storiesHtml}
+      </div>
+    `;
+  }
+
+  private renderConvergenceZones(): string {
+    if (this.lastConvergenceZones.length === 0) {
+      return '';
+    }
+
+    const zonesHtml = this.lastConvergenceZones.slice(0, 3).map(zone => {
+      const signalIcons: Record<string, string> = {
+        internet_outage: '🌐',
+        military_flight: '✈️',
+        military_vessel: '🚢',
+        protest: '🪧',
+        ais_disruption: '⚓',
+      };
+
+      const icons = zone.signalTypes.map(t => signalIcons[t] || '📍').join('');
+
+      return `
+        <div class="convergence-zone">
+          <div class="convergence-region">${icons} ${escapeHtml(zone.region)}</div>
+          <div class="convergence-description">${escapeHtml(zone.description)}</div>
+          <div class="convergence-stats">${zone.signalTypes.length} signal types • ${zone.totalSignals} events</div>
+        </div>
+      `;
+    }).join('');
+
+    return `
+      <div class="insights-section insights-convergence">
+        <div class="insights-section-title">📍 GEOGRAPHIC CONVERGENCE</div>
+        ${zonesHtml}
+      </div>
+    `;
+  }
+
+  private renderFocalPoints(): string {
+    // Only show focal points that have both news AND signals (true correlations)
+    const correlatedFPs = this.lastFocalPoints.filter(
+      fp => fp.newsMentions > 0 && fp.signalCount > 0
+    ).slice(0, 5);
+
+    if (correlatedFPs.length === 0) {
+      return '';
+    }
+
+    const signalIcons: Record<string, string> = {
+      internet_outage: '🌐',
+      military_flight: '✈️',
+      military_vessel: '⚓',
+      protest: '📢',
+      ais_disruption: '🚢',
+    };
+
+    const focalPointsHtml = correlatedFPs.map(fp => {
+      const urgencyClass = fp.urgency;
+      const icons = fp.signalTypes.map(t => signalIcons[t] || '').join(' ');
+      const topHeadline = fp.topHeadlines[0];
+      const headlineText = topHeadline?.title?.slice(0, 60) || '';
+      const headlineUrl = sanitizeUrl(topHeadline?.url || '');
+
+      return `
+        <div class="focal-point ${urgencyClass}">
+          <div class="focal-point-header">
+            <span class="focal-point-name">${escapeHtml(fp.displayName)}</span>
+            <span class="focal-point-urgency ${urgencyClass}">${fp.urgency.toUpperCase()}</span>
+          </div>
+          <div class="focal-point-signals">${icons}</div>
+          <div class="focal-point-stats">
+            ${fp.newsMentions} news • ${fp.signalCount} signals
+          </div>
+          ${headlineText && headlineUrl ? `<a href="${headlineUrl}" target="_blank" rel="noopener" class="focal-point-headline">"${escapeHtml(headlineText)}..."</a>` : ''}
+        </div>
+      `;
+    }).join('');
+
+    return `
+      <div class="insights-section insights-focal">
+        <div class="insights-section-title">🎯 FOCAL POINTS</div>
+        ${focalPointsHtml}
+      </div>
+    `;
+  }
+}
diff --git a/src/components/IntelligenceGapBadge.ts b/src/components/IntelligenceGapBadge.ts
new file mode 100644
index 000000000..c4967cc06
--- /dev/null
+++ b/src/components/IntelligenceGapBadge.ts
@@ -0,0 +1,415 @@
+import { getRecentSignals, type CorrelationSignal } from '@/services/correlation';
+import { getRecentAlerts, type UnifiedAlert } from '@/services/cross-module-integration';
+import { getSignalContext } from '@/utils/analysis-constants';
+import { escapeHtml } from '@/utils/sanitize';
+
+const LOW_COUNT_THRESHOLD = 3;
+const MAX_VISIBLE_FINDINGS = 10;
+const SORT_TIME_TOLERANCE_MS = 60000;
+const REFRESH_INTERVAL_MS = 10000;
+const ALERT_HOURS = 6;
+
+type FindingSource = 'signal' | 'alert';
+
+interface UnifiedFinding {
+  id: string;
+  source: FindingSource;
+  type: string;
+  title: string;
+  description: string;
+  confidence: number;
+  priority: 'critical' | 'high' | 'medium' | 'low';
+  timestamp: Date;
+  original: CorrelationSignal | UnifiedAlert;
+}
+
+export class IntelligenceFindingsBadge {
+  private badge: HTMLElement;
+  private dropdown: HTMLElement;
+  private isOpen = false;
+  private refreshInterval: ReturnType<typeof setInterval> | null = null;
+  private lastFindingCount = 0;
+  private onSignalClick: ((signal: CorrelationSignal) => void) | null = null;
+  private onAlertClick: ((alert: UnifiedAlert) => void) | null = null;
+  private findings: UnifiedFinding[] = [];
+  private boundCloseDropdown = () => this.closeDropdown();
+  private audio: HTMLAudioElement | null = null;
+  private audioEnabled = true;
+
+  constructor() {
+    this.badge = document.createElement('button');
+    this.badge.className = 'intel-findings-badge';
+    this.badge.title = 'Intelligence findings';
+    this.badge.innerHTML = '<span class="findings-icon">🎯</span><span class="findings-count">0</span>';
+
+    this.dropdown = document.createElement('div');
+    this.dropdown.className = 'intel-findings-dropdown';
+
+    this.badge.addEventListener('click', (e) => {
+      e.stopPropagation();
+      this.toggleDropdown();
+    });
+
+    // Event delegation for finding items and "more" link
+    this.dropdown.addEventListener('click', (e) => {
+      const target = e.target as HTMLElement;
+
+      // Handle "more findings" click - show all in modal
+      if (target.closest('.findings-more')) {
+        e.stopPropagation();
+        this.showAllFindings();
+        this.closeDropdown();
+        return;
+      }
+
+      // Handle individual finding click
+      const item = target.closest('.finding-item');
+      if (!item) return;
+      e.stopPropagation();
+      const id = item.getAttribute('data-finding-id');
+      const finding = this.findings.find(f => f.id === id);
+      if (!finding) return;
+
+      if (finding.source === 'signal' && this.onSignalClick) {
+        this.onSignalClick(finding.original as CorrelationSignal);
+      } else if (finding.source === 'alert' && this.onAlertClick) {
+        this.onAlertClick(finding.original as UnifiedAlert);
+      }
+      this.closeDropdown();
+    });
+
+    document.addEventListener('click', this.boundCloseDropdown);
+
+    this.mount();
+    this.initAudio();
+    this.update();
+    this.startRefresh();
+  }
+
+  private initAudio(): void {
+    this.audio = new Audio('data:audio/wav;base64,UklGRnoGAABXQVZFZm10IBAAAAABAAEAQB8AAEAfAAABAAgAZGF0YQoGAACBhYqFbF1fdJivrJBhNjVgodDbq2EcBj+a2teleQYjfKapmWswEjCJvuPQfSoXZZ+3qqBJESSP0unGaxMJVYiytrFeLhR6p8znrFUXRW+bs7V3Qx1hn8Xjp1cYPnegprhkMCFmoLi1k0sZTYGlqqlUIA==');
+    this.audio.volume = 0.3;
+  }
+
+  private playSound(): void {
+    if (this.audioEnabled && this.audio) {
+      this.audio.currentTime = 0;
+      this.audio.play().catch(() => {});
+    }
+  }
+
+  public setOnSignalClick(handler: (signal: CorrelationSignal) => void): void {
+    this.onSignalClick = handler;
+  }
+
+  public setOnAlertClick(handler: (alert: UnifiedAlert) => void): void {
+    this.onAlertClick = handler;
+  }
+
+  private mount(): void {
+    const headerRight = document.querySelector('.header-right');
+    if (headerRight) {
+      this.badge.appendChild(this.dropdown);
+      headerRight.insertBefore(this.badge, headerRight.firstChild);
+    }
+  }
+
+  private startRefresh(): void {
+    this.refreshInterval = setInterval(() => this.update(), REFRESH_INTERVAL_MS);
+  }
+
+  public update(): void {
+    this.findings = this.mergeFindings();
+    const count = this.findings.length;
+
+    const countEl = this.badge.querySelector('.findings-count');
+    if (countEl) {
+      countEl.textContent = String(count);
+    }
+
+    // Pulse animation and sound when new findings arrive
+    if (count > this.lastFindingCount && this.lastFindingCount > 0) {
+      this.badge.classList.add('pulse');
+      setTimeout(() => this.badge.classList.remove('pulse'), 1000);
+      this.playSound();
+    }
+    this.lastFindingCount = count;
+
+    // Update badge status based on priority
+    const hasCritical = this.findings.some(f => f.priority === 'critical');
+    const hasHigh = this.findings.some(f => f.priority === 'high' || f.confidence >= 0.7);
+
+    this.badge.classList.remove('status-none', 'status-low', 'status-high');
+    if (count === 0) {
+      this.badge.classList.add('status-none');
+      this.badge.title = 'No recent intelligence findings';
+    } else if (hasCritical || hasHigh) {
+      this.badge.classList.add('status-high');
+      this.badge.title = `${count} intelligence findings - review recommended`;
+    } else if (count <= LOW_COUNT_THRESHOLD) {
+      this.badge.classList.add('status-low');
+      this.badge.title = `${count} intelligence finding${count > 1 ? 's' : ''}`;
+    } else {
+      this.badge.classList.add('status-high');
+      this.badge.title = `${count} intelligence findings - review recommended`;
+    }
+
+    this.renderDropdown();
+  }
+
+  private mergeFindings(): UnifiedFinding[] {
+    const signals = getRecentSignals();
+    const alerts = getRecentAlerts(ALERT_HOURS);
+
+    const signalFindings: UnifiedFinding[] = signals.map(s => ({
+      id: `signal-${s.id}`,
+      source: 'signal' as FindingSource,
+      type: s.type,
+      title: s.title,
+      description: s.description,
+      confidence: s.confidence,
+      priority: s.confidence >= 0.7 ? 'high' as const : s.confidence >= 0.5 ? 'medium' as const : 'low' as const,
+      timestamp: s.timestamp,
+      original: s,
+    }));
+
+    const alertFindings: UnifiedFinding[] = alerts.map(a => ({
+      id: `alert-${a.id}`,
+      source: 'alert' as FindingSource,
+      type: a.type,
+      title: a.title,
+      description: a.summary,
+      confidence: this.priorityToConfidence(a.priority),
+      priority: a.priority,
+      timestamp: a.timestamp,
+      original: a,
+    }));
+
+    // Merge and sort by timestamp (newest first), then by priority
+    return [...signalFindings, ...alertFindings].sort((a, b) => {
+      const timeDiff = b.timestamp.getTime() - a.timestamp.getTime();
+      if (Math.abs(timeDiff) < SORT_TIME_TOLERANCE_MS) {
+        return this.priorityScore(b.priority) - this.priorityScore(a.priority);
+      }
+      return timeDiff;
+    });
+  }
+
+  private priorityToConfidence(priority: string): number {
+    const map: Record<string, number> = { critical: 95, high: 80, medium: 60, low: 40 };
+    return map[priority] ?? 50;
+  }
+
+  private priorityScore(priority: string): number {
+    const map: Record<string, number> = { critical: 4, high: 3, medium: 2, low: 1 };
+    return map[priority] ?? 0;
+  }
+
+  private renderDropdown(): void {
+    if (this.findings.length === 0) {
+      this.dropdown.innerHTML = `
+        <div class="findings-header">
+          <span class="header-title">Intelligence Findings</span>
+          <span class="findings-badge none">MONITORING</span>
+        </div>
+        <div class="findings-content">
+          <div class="findings-empty">
+            <span class="empty-icon">📡</span>
+            <span class="empty-text">Scanning for correlations and anomalies...</span>
+          </div>
+        </div>
+      `;
+      return;
+    }
+
+    const criticalCount = this.findings.filter(f => f.priority === 'critical').length;
+    const highCount = this.findings.filter(f => f.priority === 'high' || f.confidence >= 70).length;
+
+    let statusClass = 'moderate';
+    let statusText = `${this.findings.length} DETECTED`;
+    if (criticalCount > 0) {
+      statusClass = 'critical';
+      statusText = `${criticalCount} CRITICAL`;
+    } else if (highCount > 0) {
+      statusClass = 'high';
+      statusText = `${highCount} HIGH PRIORITY`;
+    }
+
+    const findingsHtml = this.findings.slice(0, MAX_VISIBLE_FINDINGS).map(finding => {
+      const timeAgo = this.formatTimeAgo(finding.timestamp);
+      const icon = this.getTypeIcon(finding.type);
+      const priorityClass = finding.priority;
+      const insight = this.getInsight(finding);
+
+      return `
+        <div class="finding-item ${priorityClass}" data-finding-id="${escapeHtml(finding.id)}">
+          <div class="finding-header">
+            <span class="finding-type">${icon} ${escapeHtml(finding.title)}</span>
+            <span class="finding-confidence ${priorityClass}">${finding.priority.toUpperCase()}</span>
+          </div>
+          <div class="finding-description">${escapeHtml(finding.description)}</div>
+          <div class="finding-meta">
+            <span class="finding-insight">${escapeHtml(insight)}</span>
+            <span class="finding-time">${timeAgo}</span>
+          </div>
+        </div>
+      `;
+    }).join('');
+
+    const moreCount = this.findings.length - MAX_VISIBLE_FINDINGS;
+    this.dropdown.innerHTML = `
+      <div class="findings-header">
+        <span class="header-title">Intelligence Findings</span>
+        <span class="findings-badge ${statusClass}">${statusText}</span>
+      </div>
+      <div class="findings-content">
+        <div class="findings-list">
+          ${findingsHtml}
+        </div>
+        ${moreCount > 0 ? `<div class="findings-more">+${moreCount} more findings</div>` : ''}
+      </div>
+    `;
+  }
+
+  private getInsight(finding: UnifiedFinding): string {
+    if (finding.source === 'signal') {
+      const context = getSignalContext((finding.original as CorrelationSignal).type);
+      return context.actionableInsight.split('.')[0] || '';
+    }
+    // For alerts, provide actionable insight based on type and severity
+    const alert = finding.original as UnifiedAlert;
+    if (alert.type === 'cii_spike') {
+      const cii = alert.components.ciiChange;
+      if (cii && cii.change >= 30) return 'Critical destabilization - immediate attention';
+      if (cii && cii.change >= 20) return 'Significant shift - monitor closely';
+      return 'Developing situation - track for escalation';
+    }
+    if (alert.type === 'convergence') return 'Multiple events clustering in region';
+    if (alert.type === 'cascade') return 'Infrastructure disruption spreading';
+    return 'Review for situational awareness';
+  }
+
+  private getTypeIcon(type: string): string {
+    const icons: Record<string, string> = {
+      // Correlation signals
+      breaking_surge: '🔥',
+      silent_divergence: '🔇',
+      flow_price_divergence: '📊',
+      explained_market_move: '💡',
+      prediction_leads_news: '🔮',
+      geo_convergence: '🌍',
+      hotspot_escalation: '⚠️',
+      news_leads_markets: '📰',
+      velocity_spike: '📈',
+      keyword_spike: '📊',
+      convergence: '🔀',
+      triangulation: '🔺',
+      flow_drop: '⬇️',
+      sector_cascade: '🌊',
+      // Unified alerts
+      cii_spike: '🔴',
+      cascade: '⚡',
+      composite: '🔗',
+    };
+    return icons[type] || '📌';
+  }
+
+  private formatTimeAgo(date: Date): string {
+    const ms = Date.now() - date.getTime();
+    if (ms < 60000) return 'just now';
+    if (ms < 3600000) return `${Math.floor(ms / 60000)}m ago`;
+    if (ms < 86400000) return `${Math.floor(ms / 3600000)}h ago`;
+    return `${Math.floor(ms / 86400000)}d ago`;
+  }
+
+  private toggleDropdown(): void {
+    this.isOpen = !this.isOpen;
+    this.dropdown.classList.toggle('open', this.isOpen);
+    this.badge.classList.toggle('active', this.isOpen);
+    if (this.isOpen) {
+      this.update();
+    }
+  }
+
+  private closeDropdown(): void {
+    this.isOpen = false;
+    this.dropdown.classList.remove('open');
+    this.badge.classList.remove('active');
+  }
+
+  private showAllFindings(): void {
+    // Create modal overlay
+    const overlay = document.createElement('div');
+    overlay.className = 'findings-modal-overlay';
+
+    const findingsHtml = this.findings.map(finding => {
+      const timeAgo = this.formatTimeAgo(finding.timestamp);
+      const icon = this.getTypeIcon(finding.type);
+      const insight = this.getInsight(finding);
+
+      return `
+        <div class="findings-modal-item ${finding.priority}" data-finding-id="${escapeHtml(finding.id)}">
+          <div class="findings-modal-item-header">
+            <span class="findings-modal-item-type">${icon} ${escapeHtml(finding.title)}</span>
+            <span class="findings-modal-item-priority ${finding.priority}">${finding.priority.toUpperCase()}</span>
+          </div>
+          <div class="findings-modal-item-desc">${escapeHtml(finding.description)}</div>
+          <div class="findings-modal-item-meta">
+            <span class="findings-modal-item-insight">${escapeHtml(insight)}</span>
+            <span class="findings-modal-item-time">${timeAgo}</span>
+          </div>
+        </div>
+      `;
+    }).join('');
+
+    overlay.innerHTML = `
+      <div class="findings-modal">
+        <div class="findings-modal-header">
+          <span class="findings-modal-title">🎯 All Intelligence Findings (${this.findings.length})</span>
+          <button class="findings-modal-close">×</button>
+        </div>
+        <div class="findings-modal-content">
+          ${findingsHtml}
+        </div>
+      </div>
+    `;
+
+    // Add click handlers
+    overlay.querySelector('.findings-modal-close')?.addEventListener('click', () => overlay.remove());
+    overlay.addEventListener('click', (e) => {
+      if ((e.target as HTMLElement).classList.contains('findings-modal-overlay')) {
+        overlay.remove();
+      }
+    });
+
+    // Handle clicking individual items
+    overlay.querySelectorAll('.findings-modal-item').forEach(item => {
+      item.addEventListener('click', () => {
+        const id = item.getAttribute('data-finding-id');
+        const finding = this.findings.find(f => f.id === id);
+        if (!finding) return;
+
+        if (finding.source === 'signal' && this.onSignalClick) {
+          this.onSignalClick(finding.original as CorrelationSignal);
+          overlay.remove();
+        } else if (finding.source === 'alert' && this.onAlertClick) {
+          this.onAlertClick(finding.original as UnifiedAlert);
+          overlay.remove();
+        }
+      });
+    });
+
+    document.body.appendChild(overlay);
+  }
+
+  public destroy(): void {
+    if (this.refreshInterval) {
+      clearInterval(this.refreshInterval);
+    }
+    document.removeEventListener('click', this.boundCloseDropdown);
+    this.badge.remove();
+  }
+}
+
+// Re-export with old name for backwards compatibility
+export { IntelligenceFindingsBadge as IntelligenceGapBadge };
diff --git a/src/components/LiveNewsPanel.ts b/src/components/LiveNewsPanel.ts
new file mode 100644
index 000000000..f047751a2
--- /dev/null
+++ b/src/components/LiveNewsPanel.ts
@@ -0,0 +1,696 @@
+import { Panel } from './Panel';
+import { fetchLiveVideoId } from '@/services/live-news';
+import { isDesktopRuntime, getRemoteApiBaseUrl } from '@/services/runtime';
+
+// YouTube IFrame Player API types
+type YouTubePlayer = {
+  mute(): void;
+  unMute(): void;
+  playVideo(): void;
+  pauseVideo(): void;
+  loadVideoById(videoId: string): void;
+  cueVideoById(videoId: string): void;
+  getIframe?(): HTMLIFrameElement;
+  destroy(): void;
+};
+
+type YouTubePlayerConstructor = new (
+  elementId: string | HTMLElement,
+  options: {
+    videoId: string;
+    host?: string;
+    playerVars: Record<string, number | string>;
+    events: {
+      onReady: () => void;
+      onError?: (event: { data: number }) => void;
+    };
+  },
+) => YouTubePlayer;
+
+type YouTubeNamespace = {
+  Player: YouTubePlayerConstructor;
+};
+
+declare global {
+  interface Window {
+    YT?: YouTubeNamespace;
+    onYouTubeIframeAPIReady?: () => void;
+  }
+}
+
+interface LiveChannel {
+  id: string;
+  name: string;
+  handle: string; // YouTube channel handle (e.g., @bloomberg)
+  fallbackVideoId?: string; // Fallback if no live stream detected
+  videoId?: string; // Dynamically fetched live video ID
+  isLive?: boolean;
+  useFallbackOnly?: boolean; // Skip auto-detection, always use fallback
+}
+
+const SITE_VARIANT = import.meta.env.VITE_VARIANT || 'full';
+
+// Full variant: World news channels (24/7 live streams)
+const FULL_LIVE_CHANNELS: LiveChannel[] = [
+  { id: 'bloomberg', name: 'Bloomberg', handle: '@Bloomberg', fallbackVideoId: 'iEpJwprxDdk' },
+  { id: 'sky', name: 'SkyNews', handle: '@SkyNews', fallbackVideoId: 'YDvsBbKfLPA' },
+  { id: 'euronews', name: 'Euronews', handle: '@euabortnews', fallbackVideoId: 'pykpO5kQJ98' },
+  { id: 'dw', name: 'DW', handle: '@DWNews', fallbackVideoId: 'LuKwFajn37U' },
+  { id: 'cnbc', name: 'CNBC', handle: '@CNBC', fallbackVideoId: '9NyxcX3rhQs' },
+  { id: 'france24', name: 'France24', handle: '@FRANCE24English', fallbackVideoId: 'Ap-UM1O9RBU' },
+  { id: 'alarabiya', name: 'AlArabiya', handle: '@AlArabiya', fallbackVideoId: 'n7eQejkXbnM', useFallbackOnly: true },
+  { id: 'aljazeera', name: 'AlJazeera', handle: '@AlJazeeraEnglish', fallbackVideoId: 'gCNeDWCI0vo', useFallbackOnly: true },
+];
+
+// Tech variant: Tech & business channels
+const TECH_LIVE_CHANNELS: LiveChannel[] = [
+  { id: 'bloomberg', name: 'Bloomberg', handle: '@Bloomberg', fallbackVideoId: 'iEpJwprxDdk' },
+  { id: 'yahoo', name: 'Yahoo Finance', handle: '@YahooFinance', fallbackVideoId: 'KQp-e_XQnDE' },
+  { id: 'cnbc', name: 'CNBC', handle: '@CNBC', fallbackVideoId: '9NyxcX3rhQs' },
+  { id: 'nasa', name: 'NASA TV', handle: '@NASA', fallbackVideoId: 'fO9e9jnhYK8', useFallbackOnly: true },
+];
+
+const LIVE_CHANNELS = SITE_VARIANT === 'tech' ? TECH_LIVE_CHANNELS : FULL_LIVE_CHANNELS;
+
+export class LiveNewsPanel extends Panel {
+  private static apiPromise: Promise<void> | null = null;
+  private activeChannel: LiveChannel = LIVE_CHANNELS[0]!;
+  private channelSwitcher: HTMLElement | null = null;
+  private isMuted = true;
+  private isPlaying = true;
+  private wasPlayingBeforeIdle = true;
+  private muteBtn: HTMLButtonElement | null = null;
+  private liveBtn: HTMLButtonElement | null = null;
+  private idleTimeout: ReturnType<typeof setTimeout> | null = null;
+  private readonly IDLE_PAUSE_MS = 5 * 60 * 1000; // 5 minutes
+  private boundVisibilityHandler!: () => void;
+  private boundIdleResetHandler!: () => void;
+
+  // YouTube Player API state
+  private player: YouTubePlayer | null = null;
+  private playerContainer: HTMLDivElement | null = null;
+  private playerElement: HTMLDivElement | null = null;
+  private playerElementId: string;
+  private isPlayerReady = false;
+  private currentVideoId: string | null = null;
+  private readonly youtubeOrigin: string | null;
+  private forceFallbackVideoForNextInit = false;
+
+  // Desktop fallback: embed via cloud bridge page to avoid YouTube 153.
+  // Starts false — try native JS API first; switches to true on Error 153.
+  private useDesktopEmbedProxy = false;
+  private desktopEmbedIframe: HTMLIFrameElement | null = null;
+  private desktopEmbedRenderToken = 0;
+  private boundMessageHandler!: (e: MessageEvent) => void;
+
+  constructor() {
+    super({ id: 'live-news', title: 'Live News', showCount: false, trackActivity: false });
+    this.youtubeOrigin = LiveNewsPanel.resolveYouTubeOrigin();
+    this.playerElementId = `live-news-player-${Date.now()}`;
+    this.element.classList.add('panel-wide');
+    this.createLiveButton();
+    this.createMuteButton();
+    this.createChannelSwitcher();
+    this.setupBridgeMessageListener();
+    this.renderPlayer();
+    this.setupIdleDetection();
+  }
+
+  private get embedOrigin(): string {
+    try { return new URL(getRemoteApiBaseUrl()).origin; } catch { return 'https://worldmonitor.app'; }
+  }
+
+  private setupBridgeMessageListener(): void {
+    this.boundMessageHandler = (e: MessageEvent) => {
+      if (e.source !== this.desktopEmbedIframe?.contentWindow) return;
+      const expected = this.embedOrigin;
+      if (e.origin !== expected && e.origin !== 'http://127.0.0.1:46123') return;
+      const msg = e.data;
+      if (!msg || typeof msg !== 'object' || !msg.type) return;
+      if (msg.type === 'yt-ready') {
+        this.isPlayerReady = true;
+        this.syncDesktopEmbedState();
+      } else if (msg.type === 'yt-error') {
+        const code = Number(msg.code ?? 0);
+        if (code === 153 && this.activeChannel.fallbackVideoId &&
+            this.activeChannel.videoId !== this.activeChannel.fallbackVideoId) {
+          this.activeChannel.videoId = this.activeChannel.fallbackVideoId;
+          this.renderDesktopEmbed(true);
+        } else {
+          this.showEmbedError(this.activeChannel, code);
+        }
+      }
+    };
+    window.addEventListener('message', this.boundMessageHandler);
+  }
+
+  private static resolveYouTubeOrigin(): string | null {
+    const fallbackOrigin = SITE_VARIANT === 'tech'
+      ? 'https://worldmonitor.app'
+      : 'https://worldmonitor.app';
+
+    try {
+      const { protocol, origin, host } = window.location;
+      if (protocol === 'http:' || protocol === 'https:') {
+        // Desktop webviews commonly run from tauri.localhost which can trigger
+        // YouTube embed restrictions. Use canonical public origin instead.
+        if (host === 'tauri.localhost' || host.endsWith('.tauri.localhost')) {
+          return fallbackOrigin;
+        }
+        return origin;
+      }
+      if (protocol === 'tauri:' || protocol === 'asset:') {
+        return fallbackOrigin;
+      }
+    } catch {
+      // Ignore invalid location values.
+    }
+    return fallbackOrigin;
+  }
+
+  private setupIdleDetection(): void {
+    // Suspend idle timer when hidden, resume when visible
+    this.boundVisibilityHandler = () => {
+      if (document.hidden) {
+        // Suspend idle timer so background playback isn't killed
+        if (this.idleTimeout) clearTimeout(this.idleTimeout);
+      } else {
+        this.resumeFromIdle();
+        this.boundIdleResetHandler();
+      }
+    };
+    document.addEventListener('visibilitychange', this.boundVisibilityHandler);
+
+    // Track user activity to detect idle (pauses after 5 min inactivity)
+    this.boundIdleResetHandler = () => {
+      if (this.idleTimeout) clearTimeout(this.idleTimeout);
+      this.idleTimeout = setTimeout(() => this.pauseForIdle(), this.IDLE_PAUSE_MS);
+    };
+
+    ['mousedown', 'keydown', 'scroll', 'touchstart'].forEach(event => {
+      document.addEventListener(event, this.boundIdleResetHandler, { passive: true });
+    });
+
+    // Start the idle timer
+    this.boundIdleResetHandler();
+  }
+
+  private pauseForIdle(): void {
+    if (this.isPlaying) {
+      this.wasPlayingBeforeIdle = true;
+      this.isPlaying = false;
+      this.updateLiveIndicator();
+    }
+    this.destroyPlayer();
+  }
+
+  private destroyPlayer(): void {
+    if (this.player) {
+      this.player.destroy();
+      this.player = null;
+    }
+
+    this.desktopEmbedIframe = null;
+    this.desktopEmbedRenderToken += 1;
+    this.isPlayerReady = false;
+    this.currentVideoId = null;
+
+    // Clear the container to remove player/iframe
+    if (this.playerContainer) {
+      this.playerContainer.innerHTML = '';
+
+      if (!this.useDesktopEmbedProxy) {
+        // Recreate player element for JS API mode
+        this.playerElement = document.createElement('div');
+        this.playerElement.id = this.playerElementId;
+        this.playerContainer.appendChild(this.playerElement);
+      } else {
+        this.playerElement = null;
+      }
+    }
+  }
+
+  private resumeFromIdle(): void {
+    if (this.wasPlayingBeforeIdle && !this.isPlaying) {
+      this.isPlaying = true;
+      this.updateLiveIndicator();
+      void this.initializePlayer();
+    }
+  }
+
+  private createLiveButton(): void {
+    this.liveBtn = document.createElement('button');
+    this.liveBtn.className = 'live-indicator-btn';
+    this.liveBtn.title = 'Toggle playback';
+    this.updateLiveIndicator();
+    this.liveBtn.addEventListener('click', (e) => {
+      e.stopPropagation();
+      this.togglePlayback();
+    });
+
+    const header = this.element.querySelector('.panel-header');
+    header?.appendChild(this.liveBtn);
+  }
+
+  private updateLiveIndicator(): void {
+    if (!this.liveBtn) return;
+    this.liveBtn.innerHTML = this.isPlaying
+      ? '<span class="live-dot"></span>Live'
+      : '<span class="live-dot paused"></span>Paused';
+    this.liveBtn.classList.toggle('paused', !this.isPlaying);
+  }
+
+  private togglePlayback(): void {
+    this.isPlaying = !this.isPlaying;
+    this.wasPlayingBeforeIdle = this.isPlaying;
+    this.updateLiveIndicator();
+    this.syncPlayerState();
+  }
+
+  private createMuteButton(): void {
+    this.muteBtn = document.createElement('button');
+    this.muteBtn.className = 'live-mute-btn';
+    this.muteBtn.title = 'Toggle sound';
+    this.updateMuteIcon();
+    this.muteBtn.addEventListener('click', (e) => {
+      e.stopPropagation();
+      this.toggleMute();
+    });
+
+    const header = this.element.querySelector('.panel-header');
+    header?.appendChild(this.muteBtn);
+  }
+
+  private updateMuteIcon(): void {
+    if (!this.muteBtn) return;
+    this.muteBtn.innerHTML = this.isMuted
+      ? '<svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><path d="M11 5L6 9H2v6h4l5 4V5z"/><line x1="23" y1="9" x2="17" y2="15"/><line x1="17" y1="9" x2="23" y2="15"/></svg>'
+      : '<svg width="16" height="16" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2"><path d="M11 5L6 9H2v6h4l5 4V5z"/><path d="M15.54 8.46a5 5 0 0 1 0 7.07"/><path d="M19.07 4.93a10 10 0 0 1 0 14.14"/></svg>';
+    this.muteBtn.classList.toggle('unmuted', !this.isMuted);
+  }
+
+  private toggleMute(): void {
+    this.isMuted = !this.isMuted;
+    this.updateMuteIcon();
+    this.syncPlayerState();
+  }
+
+  private createChannelSwitcher(): void {
+    this.channelSwitcher = document.createElement('div');
+    this.channelSwitcher.className = 'live-news-switcher';
+
+    LIVE_CHANNELS.forEach(channel => {
+      const btn = document.createElement('button');
+      btn.className = `live-channel-btn ${channel.id === this.activeChannel.id ? 'active' : ''}`;
+      btn.dataset.channelId = channel.id;
+      btn.textContent = channel.name;
+      btn.addEventListener('click', () => this.switchChannel(channel));
+      this.channelSwitcher!.appendChild(btn);
+    });
+
+    this.element.insertBefore(this.channelSwitcher, this.content);
+  }
+
+  private async resolveChannelVideo(channel: LiveChannel, forceFallback = false): Promise<void> {
+    const useFallbackVideo = channel.useFallbackOnly || forceFallback;
+    const liveVideoId = useFallbackVideo ? null : await fetchLiveVideoId(channel.handle);
+    channel.videoId = liveVideoId || channel.fallbackVideoId;
+    channel.isLive = !!liveVideoId;
+  }
+
+  private async switchChannel(channel: LiveChannel): Promise<void> {
+    if (channel.id === this.activeChannel.id) return;
+
+    this.activeChannel = channel;
+
+    this.channelSwitcher?.querySelectorAll('.live-channel-btn').forEach(btn => {
+      const btnEl = btn as HTMLElement;
+      btnEl.classList.toggle('active', btnEl.dataset.channelId === channel.id);
+      if (btnEl.dataset.channelId === channel.id) {
+        btnEl.classList.add('loading');
+      }
+    });
+
+    await this.resolveChannelVideo(channel);
+
+    this.channelSwitcher?.querySelectorAll('.live-channel-btn').forEach(btn => {
+      const btnEl = btn as HTMLElement;
+      btnEl.classList.remove('loading');
+      if (btnEl.dataset.channelId === channel.id && !channel.videoId) {
+        btnEl.classList.add('offline');
+      }
+    });
+
+    if (!channel.videoId) {
+      this.showOfflineMessage(channel);
+      return;
+    }
+
+    if (this.useDesktopEmbedProxy) {
+      this.renderDesktopEmbed(true);
+      return;
+    }
+
+    if (!this.player) {
+      this.ensurePlayerContainer();
+      void this.initializePlayer();
+      return;
+    }
+
+    this.syncPlayerState();
+  }
+
+  private showOfflineMessage(channel: LiveChannel): void {
+    this.content.innerHTML = `
+      <div class="live-offline">
+        <div class="offline-icon">📺</div>
+        <div class="offline-text">${channel.name} is not currently live</div>
+        <button class="offline-retry" onclick="this.closest('.panel').querySelector('.live-channel-btn.active')?.click()">Retry</button>
+      </div>
+    `;
+  }
+
+  private showEmbedError(channel: LiveChannel, errorCode: number): void {
+    const watchUrl = channel.videoId
+      ? `https://www.youtube.com/watch?v=${encodeURIComponent(channel.videoId)}`
+      : `https://www.youtube.com/${channel.handle}`;
+
+    this.content.innerHTML = `
+      <div class="live-offline">
+        <div class="offline-icon">!</div>
+        <div class="offline-text">${channel.name} cannot be embedded in this app (YouTube ${errorCode})</div>
+        <a class="offline-retry" href="${watchUrl}" target="_blank" rel="noopener noreferrer">Open on YouTube</a>
+      </div>
+    `;
+  }
+
+  private renderPlayer(): void {
+    this.ensurePlayerContainer();
+    void this.initializePlayer();
+  }
+
+  private ensurePlayerContainer(): void {
+    this.content.innerHTML = '';
+    this.playerContainer = document.createElement('div');
+    this.playerContainer.className = 'live-news-player';
+
+    if (!this.useDesktopEmbedProxy) {
+      this.playerElement = document.createElement('div');
+      this.playerElement.id = this.playerElementId;
+      this.playerContainer.appendChild(this.playerElement);
+    } else {
+      this.playerElement = null;
+    }
+
+    this.content.appendChild(this.playerContainer);
+  }
+
+  private buildDesktopEmbedPath(videoId: string, origin?: string): string {
+    const params = new URLSearchParams({
+      videoId,
+      autoplay: this.isPlaying ? '1' : '0',
+      mute: this.isMuted ? '1' : '0',
+    });
+    if (origin) params.set('origin', origin);
+    return `/api/youtube/embed?${params.toString()}`;
+  }
+
+
+
+  private postToEmbed(msg: Record<string, unknown>): void {
+    if (!this.desktopEmbedIframe?.contentWindow) return;
+    this.desktopEmbedIframe.contentWindow.postMessage(msg, this.embedOrigin);
+  }
+
+  private syncDesktopEmbedState(): void {
+    this.postToEmbed({ type: this.isPlaying ? 'play' : 'pause' });
+    this.postToEmbed({ type: this.isMuted ? 'mute' : 'unmute' });
+  }
+
+  private renderDesktopEmbed(force = false): void {
+    if (!this.useDesktopEmbedProxy) return;
+    void this.renderDesktopEmbedAsync(force);
+  }
+
+  private async renderDesktopEmbedAsync(force = false): Promise<void> {
+    const videoId = this.activeChannel.videoId;
+    if (!videoId) {
+      this.showOfflineMessage(this.activeChannel);
+      return;
+    }
+
+    // Only recreate iframe when video ID changes (not for play/mute toggling).
+    if (!force && this.currentVideoId === videoId && this.desktopEmbedIframe) {
+      this.syncDesktopEmbedState();
+      return;
+    }
+
+    const renderToken = ++this.desktopEmbedRenderToken;
+    this.currentVideoId = videoId;
+    this.isPlayerReady = true;
+
+    // Always recreate if container was removed from DOM (e.g. showEmbedError replaced content).
+    if (!this.playerContainer || !this.playerContainer.parentElement) {
+      this.ensurePlayerContainer();
+    }
+
+    if (!this.playerContainer) {
+      return;
+    }
+
+    this.playerContainer.innerHTML = '';
+
+    // Always use cloud URL for iframe embeds — the local sidecar requires
+    // an Authorization header that iframe src requests cannot carry.
+    const remoteBase = getRemoteApiBaseUrl();
+    const embedUrl = `${remoteBase}${this.buildDesktopEmbedPath(videoId)}`;
+
+    if (renderToken !== this.desktopEmbedRenderToken) {
+      return;
+    }
+
+    const iframe = document.createElement('iframe');
+    iframe.className = 'live-news-embed-frame';
+    iframe.src = embedUrl;
+    iframe.title = `${this.activeChannel.name} live feed`;
+    iframe.style.width = '100%';
+    iframe.style.height = '100%';
+    iframe.style.border = '0';
+    iframe.allow = 'autoplay; encrypted-media; picture-in-picture; fullscreen';
+    iframe.allowFullscreen = true;
+    iframe.referrerPolicy = 'strict-origin-when-cross-origin';
+    iframe.setAttribute('sandbox', 'allow-scripts allow-same-origin allow-presentation');
+    iframe.setAttribute('loading', 'eager');
+
+    this.playerContainer.appendChild(iframe);
+    this.desktopEmbedIframe = iframe;
+  }
+
+  private static loadYouTubeApi(): Promise<void> {
+    if (LiveNewsPanel.apiPromise) return LiveNewsPanel.apiPromise;
+
+    LiveNewsPanel.apiPromise = new Promise((resolve, reject) => {
+      if (window.YT?.Player) {
+        resolve();
+        return;
+      }
+
+      const existingScript = document.querySelector<HTMLScriptElement>(
+        'script[data-youtube-iframe-api="true"]',
+      );
+
+      if (existingScript) {
+        if (window.YT?.Player) {
+          resolve();
+          return;
+        }
+        const previousReady = window.onYouTubeIframeAPIReady;
+        window.onYouTubeIframeAPIReady = () => {
+          previousReady?.();
+          resolve();
+        };
+        return;
+      }
+
+      const previousReady = window.onYouTubeIframeAPIReady;
+      window.onYouTubeIframeAPIReady = () => {
+        previousReady?.();
+        resolve();
+      };
+
+      const script = document.createElement('script');
+      script.src = 'https://www.youtube.com/iframe_api';
+      script.async = true;
+      script.dataset.youtubeIframeApi = 'true';
+      script.onerror = () => reject(new Error('Failed to load YouTube IFrame API'));
+      document.head.appendChild(script);
+    });
+
+    return LiveNewsPanel.apiPromise;
+  }
+
+  private async initializePlayer(): Promise<void> {
+    if (!this.useDesktopEmbedProxy && this.player) return;
+
+    const useFallbackVideo = this.activeChannel.useFallbackOnly || this.forceFallbackVideoForNextInit;
+    this.forceFallbackVideoForNextInit = false;
+    await this.resolveChannelVideo(this.activeChannel, useFallbackVideo);
+
+    if (!this.activeChannel.videoId) {
+      this.showOfflineMessage(this.activeChannel);
+      return;
+    }
+
+    if (this.useDesktopEmbedProxy) {
+      this.renderDesktopEmbed(true);
+      return;
+    }
+
+    await LiveNewsPanel.loadYouTubeApi();
+    if (this.player || !this.playerElement) return;
+
+    this.player = new window.YT!.Player(this.playerElement, {
+      host: 'https://www.youtube-nocookie.com',
+      videoId: this.activeChannel.videoId,
+      playerVars: {
+        autoplay: this.isPlaying ? 1 : 0,
+        mute: this.isMuted ? 1 : 0,
+        rel: 0,
+        playsinline: 1,
+        enablejsapi: 1,
+        ...(this.youtubeOrigin
+          ? {
+              origin: this.youtubeOrigin,
+              widget_referrer: this.youtubeOrigin,
+            }
+          : {}),
+      },
+      events: {
+        onReady: () => {
+          this.isPlayerReady = true;
+          this.currentVideoId = this.activeChannel.videoId || null;
+          const iframe = this.player?.getIframe?.();
+          if (iframe) iframe.referrerPolicy = 'strict-origin-when-cross-origin';
+          this.syncPlayerState();
+        },
+        onError: (event) => {
+          const errorCode = Number(event?.data ?? 0);
+
+          // Retry once with known fallback stream.
+          if (
+            errorCode === 153 &&
+            this.activeChannel.fallbackVideoId &&
+            this.activeChannel.videoId !== this.activeChannel.fallbackVideoId
+          ) {
+            this.destroyPlayer();
+            this.forceFallbackVideoForNextInit = true;
+            this.ensurePlayerContainer();
+            void this.initializePlayer();
+            return;
+          }
+
+          // Desktop-specific last resort: switch to cloud bridge embed.
+          if (errorCode === 153 && isDesktopRuntime()) {
+            this.useDesktopEmbedProxy = true;
+            this.destroyPlayer();
+            this.ensurePlayerContainer();
+            this.renderDesktopEmbed(true);
+            return;
+          }
+
+          this.destroyPlayer();
+          this.showEmbedError(this.activeChannel, errorCode);
+        },
+      },
+    });
+  }
+
+  private syncPlayerState(): void {
+    if (this.useDesktopEmbedProxy) {
+      const videoId = this.activeChannel.videoId;
+      if (videoId && this.currentVideoId !== videoId) {
+        this.renderDesktopEmbed(true);
+      } else {
+        this.syncDesktopEmbedState();
+      }
+      return;
+    }
+
+    if (!this.player || !this.isPlayerReady) return;
+
+    const videoId = this.activeChannel.videoId;
+    if (!videoId) return;
+
+    // Handle channel switch
+    const isNewVideo = this.currentVideoId !== videoId;
+    if (isNewVideo) {
+      this.currentVideoId = videoId;
+      if (!this.playerElement || !document.getElementById(this.playerElementId)) {
+        this.ensurePlayerContainer();
+        void this.initializePlayer();
+        return;
+      }
+      if (this.isPlaying) {
+        this.player.loadVideoById(videoId);
+      } else {
+        this.player.cueVideoById(videoId);
+      }
+    }
+
+    if (this.isMuted) {
+      this.player.mute();
+    } else {
+      this.player.unMute();
+    }
+
+    if (this.isPlaying) {
+      if (isNewVideo) {
+        // WKWebView loses user gesture context after await.
+        // Pause then play after a delay — mimics the manual workaround.
+        this.player.pauseVideo();
+        setTimeout(() => {
+          if (this.player && this.isPlaying) {
+            this.player.mute();
+            this.player.playVideo();
+            // Restore mute state after play starts
+            if (!this.isMuted) {
+              setTimeout(() => { if (this.player) this.player.unMute(); }, 500);
+            }
+          }
+        }, 800);
+      } else {
+        this.player.playVideo();
+      }
+    } else {
+      this.player.pauseVideo();
+    }
+  }
+
+  public refresh(): void {
+    this.syncPlayerState();
+  }
+
+  public destroy(): void {
+    if (this.idleTimeout) {
+      clearTimeout(this.idleTimeout);
+      this.idleTimeout = null;
+    }
+
+    document.removeEventListener('visibilitychange', this.boundVisibilityHandler);
+    window.removeEventListener('message', this.boundMessageHandler);
+    ['mousedown', 'keydown', 'scroll', 'touchstart'].forEach(event => {
+      document.removeEventListener(event, this.boundIdleResetHandler);
+    });
+
+    if (this.player) {
+      this.player.destroy();
+      this.player = null;
+    }
+    this.desktopEmbedIframe = null;
+    this.isPlayerReady = false;
+    this.playerContainer = null;
+    this.playerElement = null;
+
+    super.destroy();
+  }
+}
diff --git a/src/components/MacroSignalsPanel.ts b/src/components/MacroSignalsPanel.ts
new file mode 100644
index 000000000..56da27353
--- /dev/null
+++ b/src/components/MacroSignalsPanel.ts
@@ -0,0 +1,169 @@
+import { Panel } from './Panel';
+import { escapeHtml } from '@/utils/sanitize';
+
+interface MacroSignalData {
+  timestamp: string;
+  verdict: string;
+  bullishCount: number;
+  totalCount: number;
+  signals: {
+    liquidity: { status: string; value: number | null; sparkline: number[] };
+    flowStructure: { status: string; btcReturn5: number | null; qqqReturn5: number | null };
+    macroRegime: { status: string; qqqRoc20: number | null; xlpRoc20: number | null };
+    technicalTrend: { status: string; btcPrice: number | null; sma50: number | null; sma200: number | null; vwap30d: number | null; mayerMultiple: number | null; sparkline: number[] };
+    hashRate: { status: string; change30d: number | null };
+    miningCost: { status: string };
+    fearGreed: { status: string; value: number | null; history: Array<{ value: number; date: string }> };
+  };
+  meta: { qqqSparkline: number[] };
+}
+
+function sparklineSvg(data: number[], width = 80, height = 24, color = '#4fc3f7'): string {
+  if (!data || data.length < 2) return '';
+  const min = Math.min(...data);
+  const max = Math.max(...data);
+  const range = max - min || 1;
+  const points = data.map((v, i) => {
+    const x = (i / (data.length - 1)) * width;
+    const y = height - ((v - min) / range) * (height - 2) - 1;
+    return `${x.toFixed(1)},${y.toFixed(1)}`;
+  }).join(' ');
+  return `<svg width="${width}" height="${height}" viewBox="0 0 ${width} ${height}" class="signal-sparkline"><polyline points="${points}" fill="none" stroke="${color}" stroke-width="1.5" stroke-linecap="round" stroke-linejoin="round"/></svg>`;
+}
+
+function donutGaugeSvg(value: number | null, size = 48): string {
+  if (value === null) return '<span class="signal-value unknown">N/A</span>';
+  const v = Math.max(0, Math.min(100, value));
+  const r = (size - 6) / 2;
+  const circumference = 2 * Math.PI * r;
+  const offset = circumference - (v / 100) * circumference;
+  let color = '#f44336';
+  if (v >= 75) color = '#4caf50';
+  else if (v >= 50) color = '#ff9800';
+  else if (v >= 25) color = '#ff5722';
+  return `<svg width="${size}" height="${size}" viewBox="0 0 ${size} ${size}" class="fg-donut">
+    <circle cx="${size / 2}" cy="${size / 2}" r="${r}" fill="none" stroke="rgba(255,255,255,0.1)" stroke-width="5"/>
+    <circle cx="${size / 2}" cy="${size / 2}" r="${r}" fill="none" stroke="${color}" stroke-width="5" stroke-dasharray="${circumference}" stroke-dashoffset="${offset}" stroke-linecap="round" transform="rotate(-90 ${size / 2} ${size / 2})"/>
+    <text x="${size / 2}" y="${size / 2 + 4}" text-anchor="middle" fill="${color}" font-size="12" font-weight="bold">${v}</text>
+  </svg>`;
+}
+
+function statusBadgeClass(status: string): string {
+  const s = status.toUpperCase();
+  if (['BULLISH', 'RISK-ON', 'GROWING', 'PROFITABLE', 'ALIGNED', 'NORMAL', 'EXTREME GREED', 'GREED'].includes(s)) return 'badge-bullish';
+  if (['BEARISH', 'DEFENSIVE', 'DECLINING', 'SQUEEZE', 'PASSIVE GAP', 'EXTREME FEAR', 'FEAR'].includes(s)) return 'badge-bearish';
+  return 'badge-neutral';
+}
+
+function formatNum(v: number | null, suffix = '%'): string {
+  if (v === null) return 'N/A';
+  const sign = v > 0 ? '+' : '';
+  return `${sign}${v.toFixed(1)}${suffix}`;
+}
+
+export class MacroSignalsPanel extends Panel {
+  private data: MacroSignalData | null = null;
+  private loading = true;
+  private error: string | null = null;
+  private refreshInterval: ReturnType<typeof setInterval> | null = null;
+
+  constructor() {
+    super({ id: 'macro-signals', title: 'Market Radar', showCount: false });
+    void this.fetchData();
+    this.refreshInterval = setInterval(() => this.fetchData(), 3 * 60000);
+  }
+
+  public destroy(): void {
+    if (this.refreshInterval) {
+      clearInterval(this.refreshInterval);
+      this.refreshInterval = null;
+    }
+  }
+
+  private async fetchData(): Promise<void> {
+    try {
+      const res = await fetch('/api/macro-signals');
+      if (!res.ok) throw new Error(`HTTP ${res.status}`);
+      this.data = await res.json();
+      this.error = null;
+    } catch (err) {
+      this.error = err instanceof Error ? err.message : 'Failed to fetch';
+    } finally {
+      this.loading = false;
+      this.renderPanel();
+    }
+  }
+
+  private renderPanel(): void {
+    if (this.loading) {
+      this.showLoading('Computing signals...');
+      return;
+    }
+
+    if (this.error || !this.data) {
+      this.showError(this.error || 'No data');
+      return;
+    }
+
+    const d = this.data;
+    const s = d.signals;
+
+    const verdictClass = d.verdict === 'BUY' ? 'verdict-buy' : d.verdict === 'CASH' ? 'verdict-cash' : 'verdict-unknown';
+
+    const html = `
+      <div class="macro-signals-container">
+        <div class="macro-verdict ${verdictClass}">
+          <span class="verdict-label">Overall</span>
+          <span class="verdict-value">${escapeHtml(d.verdict)}</span>
+          <span class="verdict-detail">${d.bullishCount}/${d.totalCount} bullish</span>
+        </div>
+        <div class="signals-grid">
+          ${this.renderSignalCard('Liquidity', s.liquidity.status, formatNum(s.liquidity.value), sparklineSvg(s.liquidity.sparkline, 60, 20, '#4fc3f7'), 'JPY 30d ROC', 'https://www.tradingview.com/symbols/JPYUSD/')}
+          ${this.renderSignalCard('Flow', s.flowStructure.status, `BTC ${formatNum(s.flowStructure.btcReturn5)} / QQQ ${formatNum(s.flowStructure.qqqReturn5)}`, '', '5d returns', null)}
+          ${this.renderSignalCard('Regime', s.macroRegime.status, `QQQ ${formatNum(s.macroRegime.qqqRoc20)} / XLP ${formatNum(s.macroRegime.xlpRoc20)}`, sparklineSvg(d.meta.qqqSparkline, 60, 20, '#ab47bc'), '20d ROC', 'https://www.tradingview.com/symbols/QQQ/')}
+          ${this.renderSignalCard('BTC Trend', s.technicalTrend.status, `$${s.technicalTrend.btcPrice?.toLocaleString() ?? 'N/A'}`, sparklineSvg(s.technicalTrend.sparkline, 60, 20, '#ff9800'), `SMA50: $${s.technicalTrend.sma50?.toLocaleString() ?? '-'} | VWAP: $${s.technicalTrend.vwap30d?.toLocaleString() ?? '-'} | Mayer: ${s.technicalTrend.mayerMultiple ?? '-'}`, 'https://www.tradingview.com/symbols/BTCUSD/')}
+          ${this.renderSignalCard('Hash Rate', s.hashRate.status, formatNum(s.hashRate.change30d), '', '30d change', 'https://mempool.space/mining')}
+          ${this.renderSignalCard('Mining', s.miningCost.status, '', '', 'Hashprice model', null)}
+          ${this.renderFearGreedCard(s.fearGreed)}
+        </div>
+      </div>
+    `;
+
+    this.setContent(html);
+  }
+
+  private renderSignalCard(name: string, status: string, value: string, sparkline: string, detail: string, link: string | null): string {
+    const badgeClass = statusBadgeClass(status);
+    return `
+      <div class="signal-card${link ? ' signal-card-linked' : ''}">
+        <div class="signal-header">
+          ${link ? `<a href="${escapeHtml(link)}" target="_blank" rel="noopener" class="signal-name signal-card-link">${escapeHtml(name)}</a>` : `<span class="signal-name">${escapeHtml(name)}</span>`}
+          <span class="signal-badge ${badgeClass}">${escapeHtml(status)}</span>
+        </div>
+        <div class="signal-body">
+          ${sparkline ? `<div class="signal-sparkline-wrap">${sparkline}</div>` : ''}
+          ${value ? `<span class="signal-value">${value}</span>` : ''}
+        </div>
+        ${detail ? `<div class="signal-detail">${escapeHtml(detail)}</div>` : ''}
+      </div>
+    `;
+  }
+
+  private renderFearGreedCard(fg: MacroSignalData['signals']['fearGreed']): string {
+    const badgeClass = statusBadgeClass(fg.status);
+    return `
+      <div class="signal-card signal-card-fg">
+        <div class="signal-header">
+          <span class="signal-name">Fear & Greed</span>
+          <span class="signal-badge ${badgeClass}">${escapeHtml(fg.status)}</span>
+        </div>
+        <div class="signal-body signal-body-fg">
+          ${donutGaugeSvg(fg.value)}
+        </div>
+        <div class="signal-detail">
+          <a href="https://alternative.me/crypto/fear-and-greed-index/" target="_blank" rel="noopener">alternative.me</a>
+        </div>
+      </div>
+    `;
+  }
+}
diff --git a/src/components/Map.ts b/src/components/Map.ts
index 7b29fad6e..81f6d594a 100644
--- a/src/components/Map.ts
+++ b/src/components/Map.ts
@@ -1,7 +1,12 @@
 import * as d3 from 'd3';
 import * as topojson from 'topojson-client';
+import { escapeHtml } from '@/utils/sanitize';
 import type { Topology, GeometryCollection } from 'topojson-specification';
-import type { MapLayers, Hotspot, NewsItem, Earthquake, InternetOutage, RelatedAsset, AssetType, AisDisruptionEvent, AisDensityZone, CableAdvisory, RepairShip, SocialUnrestEvent } from '@/types';
+import type { Feature, Geometry } from 'geojson';
+import type { MapLayers, Hotspot, NewsItem, Earthquake, InternetOutage, RelatedAsset, AssetType, AisDisruptionEvent, AisDensityZone, CableAdvisory, RepairShip, SocialUnrestEvent, AirportDelayAlert, MilitaryFlight, MilitaryVessel, MilitaryFlightCluster, MilitaryVesselCluster, NaturalEvent, CyberThreat } from '@/types';
+import type { TechHubActivity } from '@/services/tech-activity';
+import type { GeoHubActivity } from '@/services/geo-activity';
+import { getNaturalEventIcon } from '@/services/eonet';
 import type { WeatherAlert } from '@/services/weather';
 import { getSeverityColor } from '@/services/weather';
 import {
@@ -17,14 +22,31 @@ import {
   SANCTIONED_COUNTRIES,
   STRATEGIC_WATERWAYS,
   APT_GROUPS,
-  COUNTRY_LABELS,
   ECONOMIC_CENTERS,
   AI_DATA_CENTERS,
+  PORTS,
+  SPACEPORTS,
+  CRITICAL_MINERALS,
+  SITE_VARIANT,
+  // Tech variant data
+  STARTUP_HUBS,
+  ACCELERATORS,
+  TECH_HQS,
+  CLOUD_REGIONS,
 } from '@/config';
 import { MapPopup } from './MapPopup';
+import {
+  updateHotspotEscalation,
+  getHotspotEscalation,
+  setMilitaryData,
+  setCIIGetter,
+  setGeoAlertGetter,
+} from '@/services/hotspot-escalation';
+import { getCountryScore } from '@/services/country-instability';
+import { getAlertsNearLocation } from '@/services/geo-convergence';
 
 export type TimeRange = '1h' | '6h' | '24h' | '48h' | '7d' | 'all';
-export type MapView = 'global' | 'us' | 'mena';
+export type MapView = 'global' | 'america' | 'mena' | 'eu' | 'asia' | 'latam' | 'africa' | 'oceania';
 
 interface MapState {
   zoom: number;
@@ -38,15 +60,22 @@ interface HotspotWithBreaking extends Hotspot {
   hasBreaking?: boolean;
 }
 
-interface WorldTopology extends Topology {
-  objects: {
-    countries: GeometryCollection;
-  };
+interface TechEventMarker {
+  id: string;
+  title: string;
+  location: string;
+  lat: number;
+  lng: number;
+  country: string;
+  startDate: string;
+  endDate: string;
+  url: string | null;
+  daysUntil: number;
 }
 
-interface USTopology extends Topology {
+interface WorldTopology extends Topology {
   objects: {
-    states: GeometryCollection;
+    countries: GeometryCollection;
   };
 }
 
@@ -55,19 +84,26 @@ export class MapComponent {
     Record<keyof MapLayers, { minZoom: number; showLabels?: number }>
   > = {
     bases: { minZoom: 3, showLabels: 5 },
-    nuclear: { minZoom: 2, showLabels: 4 },
+    nuclear: { minZoom: 2 },
     conflicts: { minZoom: 1, showLabels: 3 },
-    economic: { minZoom: 2, showLabels: 4 },
-    earthquakes: { minZoom: 1, showLabels: 2 },
+    economic: { minZoom: 2 },
+    natural: { minZoom: 1, showLabels: 2 },
   };
 
   private container: HTMLElement;
   private svg: d3.Selection<SVGSVGElement, unknown, null, undefined>;
   private wrapper: HTMLElement;
   private overlays: HTMLElement;
+  private clusterCanvas: HTMLCanvasElement;
+  private clusterGl: WebGLRenderingContext | null = null;
   private state: MapState;
   private worldData: WorldTopology | null = null;
-  private usData: USTopology | null = null;
+  private countryFeatures: Feature<Geometry>[] | null = null;
+  private baseLayerGroup: d3.Selection<SVGGElement, unknown, null, undefined> | null = null;
+  private dynamicLayerGroup: d3.Selection<SVGGElement, unknown, null, undefined> | null = null;
+  private baseRendered = false;
+  private baseWidth = 0;
+  private baseHeight = 0;
   private hotspots: HotspotWithBreaking[];
   private earthquakes: Earthquake[] = [];
   private weatherAlerts: WeatherAlert[] = [];
@@ -77,7 +113,19 @@ export class MapComponent {
   private cableAdvisories: CableAdvisory[] = [];
   private repairShips: RepairShip[] = [];
   private protests: SocialUnrestEvent[] = [];
+  private flightDelays: AirportDelayAlert[] = [];
+  private militaryFlights: MilitaryFlight[] = [];
+  private militaryFlightClusters: MilitaryFlightCluster[] = [];
+  private militaryVessels: MilitaryVessel[] = [];
+  private militaryVesselClusters: MilitaryVesselCluster[] = [];
+  private naturalEvents: NaturalEvent[] = [];
+  private firmsFireData: Array<{ lat: number; lon: number; brightness: number; frp: number; confidence: number; region: string; acq_date: string; daynight: string }> = [];
+  private techEvents: TechEventMarker[] = [];
+  private techActivities: TechHubActivity[] = [];
+  private geoActivities: GeoHubActivity[] = [];
   private news: NewsItem[] = [];
+  private onTechHubClick?: (hub: TechHubActivity) => void;
+  private onGeoHubClick?: (hub: GeoHubActivity) => void;
   private popup: MapPopup;
   private onHotspotClick?: (hotspot: Hotspot) => void;
   private onTimeRangeChange?: (range: TimeRange) => void;
@@ -91,6 +139,12 @@ export class MapComponent {
     base: new Set(),
     nuclear: new Set(),
   };
+  private boundVisibilityHandler!: () => void;
+  private renderScheduled = false;
+  private lastRenderTime = 0;
+  private readonly MIN_RENDER_INTERVAL_MS = 100;
+  private timestampIntervalId: ReturnType<typeof setInterval> | null = null;
+  private healthCheckIntervalId: ReturnType<typeof setInterval> | null = null;
 
   constructor(container: HTMLElement, initialState: MapState) {
     this.container = container;
@@ -106,6 +160,11 @@ export class MapComponent {
     svgElement.id = 'mapSvg';
     this.wrapper.appendChild(svgElement);
 
+    this.clusterCanvas = document.createElement('canvas');
+    this.clusterCanvas.className = 'map-cluster-canvas';
+    this.clusterCanvas.id = 'mapClusterCanvas';
+    this.wrapper.appendChild(this.clusterCanvas);
+
     // Overlays inside wrapper so they transform together on zoom/pan
     this.overlays = document.createElement('div');
     this.overlays.id = 'mapOverlays';
@@ -119,10 +178,50 @@ export class MapComponent {
     container.appendChild(this.createTimestamp());
 
     this.svg = d3.select(svgElement);
+    this.baseLayerGroup = this.svg.append('g').attr('class', 'map-base');
+    this.dynamicLayerGroup = this.svg.append('g').attr('class', 'map-dynamic');
     this.popup = new MapPopup(container);
+    this.initClusterRenderer();
 
     this.setupZoomHandlers();
     this.loadMapData();
+    this.setupResizeObserver();
+  }
+
+  private setupResizeObserver(): void {
+    let lastWidth = 0;
+    let lastHeight = 0;
+    const resizeObserver = new ResizeObserver((entries) => {
+      for (const entry of entries) {
+        const { width, height } = entry.contentRect;
+        if (width > 0 && height > 0 && (width !== lastWidth || height !== lastHeight)) {
+          lastWidth = width;
+          lastHeight = height;
+          requestAnimationFrame(() => this.render());
+        }
+      }
+    });
+    resizeObserver.observe(this.container);
+
+    // Re-render when page becomes visible again (after browser throttling)
+    this.boundVisibilityHandler = () => {
+      if (!document.hidden) {
+        requestAnimationFrame(() => this.render());
+      }
+    };
+    document.addEventListener('visibilitychange', this.boundVisibilityHandler);
+  }
+
+  public destroy(): void {
+    document.removeEventListener('visibilitychange', this.boundVisibilityHandler);
+    if (this.timestampIntervalId) {
+      clearInterval(this.timestampIntervalId);
+      this.timestampIntervalId = null;
+    }
+    if (this.healthCheckIntervalId) {
+      clearInterval(this.healthCheckIntervalId);
+      this.healthCheckIntervalId = null;
+    }
   }
 
   private createControls(): HTMLElement {
@@ -227,9 +326,29 @@ export class MapComponent {
     toggles.className = 'layer-toggles';
     toggles.id = 'layerToggles';
 
-    const layers: (keyof MapLayers)[] = ['conflicts', 'bases', 'cables', 'pipelines', 'hotspots', 'ais', 'earthquakes', 'weather', 'nuclear', 'irradiators', 'outages', 'datacenters', 'sanctions', 'economic', 'countries', 'waterways', 'protests'];
+    // Variant-aware layer buttons
+    const fullLayers: (keyof MapLayers)[] = [
+      'conflicts', 'hotspots', 'sanctions', 'protests',  // geopolitical
+      'bases', 'nuclear', 'irradiators',                 // military/strategic
+      'military',                                         // military tracking (flights + vessels)
+      'cables', 'pipelines', 'outages', 'datacenters',   // infrastructure
+      // cyberThreats is intentionally hidden on SVG/mobile fallback (DeckGL desktop only)
+      'ais', 'flights',                                   // transport
+      'natural', 'weather',                               // natural
+      'economic',                                         // economic
+      'waterways',                                        // labels
+    ];
+    const techLayers: (keyof MapLayers)[] = [
+      'cables', 'datacenters', 'outages',                // tech infrastructure
+      'startupHubs', 'cloudRegions', 'accelerators', 'techHQs', 'techEvents', // tech ecosystem
+      'natural', 'weather',                               // natural events
+      'economic',                                         // economic/geographic
+    ];
+    const layers = SITE_VARIANT === 'tech' ? techLayers : fullLayers;
     const layerLabels: Partial<Record<keyof MapLayers, string>> = {
-      ais: 'AIS',
+      ais: 'Shipping',
+      flights: 'Delays',
+      military: 'Military',
     };
 
     layers.forEach((layer) => {
@@ -241,9 +360,133 @@ export class MapComponent {
       toggles.appendChild(btn);
     });
 
+    // Add help button
+    const helpBtn = document.createElement('button');
+    helpBtn.className = 'layer-help-btn';
+    helpBtn.textContent = '?';
+    helpBtn.title = 'Layer descriptions';
+    helpBtn.addEventListener('click', () => this.showLayerHelp());
+    toggles.appendChild(helpBtn);
+
     return toggles;
   }
 
+  private showLayerHelp(): void {
+    const existing = this.container.querySelector('.layer-help-popup');
+    if (existing) {
+      existing.remove();
+      return;
+    }
+
+    const popup = document.createElement('div');
+    popup.className = 'layer-help-popup';
+
+    const techHelpContent = `
+      <div class="layer-help-header">
+        <span>Map Layers Guide</span>
+        <button class="layer-help-close">×</button>
+      </div>
+      <div class="layer-help-content">
+        <div class="layer-help-section">
+          <div class="layer-help-title">Tech Ecosystem</div>
+          <div class="layer-help-item"><span>STARTUPHUBS</span> Major startup ecosystems (SF, NYC, London, etc.)</div>
+          <div class="layer-help-item"><span>CLOUDREGIONS</span> AWS, Azure, GCP data center regions</div>
+          <div class="layer-help-item"><span>TECHHQS</span> Headquarters of major tech companies</div>
+          <div class="layer-help-item"><span>ACCELERATORS</span> Y Combinator, Techstars, 500 Startups locations</div>
+        </div>
+        <div class="layer-help-section">
+          <div class="layer-help-title">Infrastructure</div>
+          <div class="layer-help-item"><span>CABLES</span> Major undersea fiber optic cables (internet backbone)</div>
+          <div class="layer-help-item"><span>DATACENTERS</span> AI compute clusters ≥10,000 GPUs</div>
+          <div class="layer-help-item"><span>OUTAGES</span> Internet blackouts and service disruptions</div>
+        </div>
+        <div class="layer-help-section">
+          <div class="layer-help-title">Natural & Economic</div>
+          <div class="layer-help-item"><span>NATURAL</span> Earthquakes, storms, fires (may affect data centers)</div>
+          <div class="layer-help-item"><span>WEATHER</span> Severe weather alerts</div>
+          <div class="layer-help-item"><span>ECONOMIC</span> Stock exchanges & central banks</div>
+          <div class="layer-help-item"><span>COUNTRIES</span> Country name overlays</div>
+        </div>
+      </div>
+    `;
+
+    const fullHelpContent = `
+      <div class="layer-help-header">
+        <span>Map Layers Guide</span>
+        <button class="layer-help-close">×</button>
+      </div>
+      <div class="layer-help-content">
+        <div class="layer-help-section">
+          <div class="layer-help-title">Time Filter (top-right)</div>
+          <div class="layer-help-item"><span>1H/6H/24H</span> Filter time-based data to recent hours</div>
+          <div class="layer-help-item"><span>7D/30D/ALL</span> Show data from past week, month, or all time</div>
+          <div class="layer-help-note">Affects: Earthquakes, Weather, Protests, Outages</div>
+        </div>
+        <div class="layer-help-section">
+          <div class="layer-help-title">Geopolitical</div>
+          <div class="layer-help-item"><span>CONFLICTS</span> Active war zones (Ukraine, Gaza, etc.) with boundaries</div>
+          <div class="layer-help-item"><span>HOTSPOTS</span> Tension regions - color-coded by news activity level</div>
+          <div class="layer-help-item"><span>SANCTIONS</span> Countries under US/EU/UN economic sanctions</div>
+          <div class="layer-help-item"><span>PROTESTS</span> Civil unrest, demonstrations (time-filtered)</div>
+        </div>
+        <div class="layer-help-section">
+          <div class="layer-help-title">Military & Strategic</div>
+          <div class="layer-help-item"><span>BASES</span> US/NATO, China, Russia military installations (150+)</div>
+          <div class="layer-help-item"><span>NUCLEAR</span> Power plants, enrichment, weapons facilities</div>
+          <div class="layer-help-item"><span>IRRADIATORS</span> Industrial gamma irradiator facilities</div>
+          <div class="layer-help-item"><span>MILITARY</span> Live military aircraft and vessel tracking</div>
+        </div>
+        <div class="layer-help-section">
+          <div class="layer-help-title">Infrastructure</div>
+          <div class="layer-help-item"><span>CABLES</span> Major undersea fiber optic cables (20 backbone routes)</div>
+          <div class="layer-help-item"><span>PIPELINES</span> Oil/gas pipelines (Nord Stream, TAPI, etc.)</div>
+          <div class="layer-help-item"><span>OUTAGES</span> Internet blackouts and disruptions</div>
+          <div class="layer-help-item"><span>DATACENTERS</span> AI compute clusters ≥10,000 GPUs only</div>
+        </div>
+        <div class="layer-help-section">
+          <div class="layer-help-title">Transport</div>
+          <div class="layer-help-item"><span>SHIPPING</span> Vessels, chokepoints, 61 strategic ports</div>
+          <div class="layer-help-item"><span>DELAYS</span> Airport delays and ground stops (FAA)</div>
+        </div>
+        <div class="layer-help-section">
+          <div class="layer-help-title">Natural & Economic</div>
+          <div class="layer-help-item"><span>NATURAL</span> Earthquakes (USGS) + storms, fires, volcanoes, floods (NASA EONET)</div>
+          <div class="layer-help-item"><span>WEATHER</span> Severe weather alerts</div>
+          <div class="layer-help-item"><span>ECONOMIC</span> Stock exchanges & central banks</div>
+        </div>
+        <div class="layer-help-section">
+          <div class="layer-help-title">Labels</div>
+          <div class="layer-help-item"><span>COUNTRIES</span> Country name overlays</div>
+          <div class="layer-help-item"><span>WATERWAYS</span> Strategic chokepoint labels</div>
+        </div>
+      </div>
+    `;
+
+    popup.innerHTML = SITE_VARIANT === 'tech' ? techHelpContent : fullHelpContent;
+
+    popup.querySelector('.layer-help-close')?.addEventListener('click', () => popup.remove());
+
+    // Prevent scroll events from propagating to map
+    const content = popup.querySelector('.layer-help-content');
+    if (content) {
+      content.addEventListener('wheel', (e) => e.stopPropagation(), { passive: false });
+      content.addEventListener('touchmove', (e) => e.stopPropagation(), { passive: false });
+    }
+
+    // Close on click outside
+    setTimeout(() => {
+      const closeHandler = (e: MouseEvent) => {
+        if (!popup.contains(e.target as Node)) {
+          popup.remove();
+          document.removeEventListener('click', closeHandler);
+        }
+      };
+      document.addEventListener('click', closeHandler);
+    }, 100);
+
+    this.container.appendChild(popup);
+  }
+
   private syncLayerButtons(): void {
     this.container.querySelectorAll<HTMLButtonElement>('.layer-toggle').forEach((btn) => {
       const layer = btn.dataset.layer as keyof MapLayers | undefined;
@@ -255,14 +498,27 @@ export class MapComponent {
   private createLegend(): HTMLElement {
     const legend = document.createElement('div');
     legend.className = 'map-legend';
-    legend.innerHTML = `
-      <div class="map-legend-item"><span class="legend-dot high"></span>HIGH ALERT</div>
-      <div class="map-legend-item"><span class="legend-dot elevated"></span>ELEVATED</div>
-      <div class="map-legend-item"><span class="legend-dot low"></span>MONITORING</div>
-      <div class="map-legend-item"><span class="map-legend-icon conflict">⚔</span>CONFLICT</div>
-      <div class="map-legend-item"><span class="map-legend-icon earthquake">●</span>EARTHQUAKE</div>
-      <div class="map-legend-item"><span class="map-legend-icon apt">⚠</span>APT</div>
-    `;
+
+    if (SITE_VARIANT === 'tech') {
+      // Tech variant legend
+      legend.innerHTML = `
+        <div class="map-legend-item"><span class="legend-dot" style="background:#8b5cf6"></span>TECH HQ</div>
+        <div class="map-legend-item"><span class="legend-dot" style="background:#06b6d4"></span>STARTUP HUB</div>
+        <div class="map-legend-item"><span class="legend-dot" style="background:#f59e0b"></span>CLOUD REGION</div>
+        <div class="map-legend-item"><span class="map-legend-icon" style="color:#a855f7">📅</span>TECH EVENT</div>
+        <div class="map-legend-item"><span class="map-legend-icon" style="color:#4ecdc4">💾</span>DATACENTER</div>
+      `;
+    } else {
+      // Geopolitical variant legend
+      legend.innerHTML = `
+        <div class="map-legend-item"><span class="legend-dot high"></span>HIGH ALERT</div>
+        <div class="map-legend-item"><span class="legend-dot elevated"></span>ELEVATED</div>
+        <div class="map-legend-item"><span class="legend-dot low"></span>MONITORING</div>
+        <div class="map-legend-item"><span class="map-legend-icon conflict">⚔</span>CONFLICT</div>
+        <div class="map-legend-item"><span class="map-legend-icon earthquake">●</span>EARTHQUAKE</div>
+        <div class="map-legend-item"><span class="map-legend-icon apt">⚠</span>APT</div>
+      `;
+    }
     return legend;
   }
 
@@ -271,10 +527,35 @@ export class MapComponent {
     timestamp.className = 'map-timestamp';
     timestamp.id = 'mapTimestamp';
     this.updateTimestamp(timestamp);
-    setInterval(() => this.updateTimestamp(timestamp), 60000);
+    this.timestampIntervalId = setInterval(() => this.updateTimestamp(timestamp), 60000);
+    // Health check every 30 seconds to detect and recover from base layer issues
+    this.healthCheckIntervalId = setInterval(() => this.runHealthCheck(), 30000);
     return timestamp;
   }
 
+  private runHealthCheck(): void {
+    // Skip if page is hidden (no need to check while user isn't looking)
+    if (document.hidden) return;
+
+    const svgNode = this.svg.node();
+    if (!svgNode) return;
+
+    // Verify base layer exists and has content
+    const baseGroup = svgNode.querySelector('.map-base');
+    const countryCount = baseGroup?.querySelectorAll('.country').length ?? 0;
+
+    // If we have country data but no rendered countries, something is wrong
+    if (this.countryFeatures && this.countryFeatures.length > 0 && countryCount === 0) {
+      console.warn('[Map] Health check: Base layer missing countries, initiating recovery');
+      this.baseRendered = false;
+      // Also check if d3 selection is stale
+      if (baseGroup && this.baseLayerGroup?.node() !== baseGroup) {
+        console.warn('[Map] Health check: Stale d3 selection detected');
+      }
+      this.render();
+    }
+  }
+
   private updateTimestamp(el: HTMLElement): void {
     const now = new Date();
     el.innerHTML = `LAST UPDATE: ${now.toUTCString().replace('GMT', 'UTC')}`;
@@ -417,78 +698,199 @@ export class MapComponent {
 
   private async loadMapData(): Promise<void> {
     try {
-      const [worldResponse, usResponse] = await Promise.all([
-        fetch(MAP_URLS.world),
-        fetch(MAP_URLS.us),
-      ]);
-
+      const worldResponse = await fetch(MAP_URLS.world);
       this.worldData = await worldResponse.json();
-      this.usData = await usResponse.json();
-
+      if (this.worldData) {
+        const countries = topojson.feature(
+          this.worldData,
+          this.worldData.objects.countries
+        );
+        this.countryFeatures = 'features' in countries ? countries.features : [countries];
+      }
+      this.baseRendered = false;
       this.render();
+      // Re-render after layout stabilizes to catch full container width
+      requestAnimationFrame(() => requestAnimationFrame(() => this.render()));
     } catch (e) {
       console.error('Failed to load map data:', e);
     }
   }
 
+  private initClusterRenderer(): void {
+    // WebGL clustering disabled - just get context for clearing canvas
+    const gl = this.clusterCanvas.getContext('webgl');
+    if (!gl) return;
+    this.clusterGl = gl;
+  }
+
+  private clearClusterCanvas(): void {
+    if (!this.clusterGl) return;
+    this.clusterGl.clearColor(0, 0, 0, 0);
+    this.clusterGl.clear(this.clusterGl.COLOR_BUFFER_BIT);
+  }
+
+  private renderClusterLayer(_projection: d3.GeoProjection): void {
+    // WebGL clustering disabled - all layers use HTML markers for visual fidelity
+    // (severity colors, emoji icons, magnitude sizing, animations)
+    this.wrapper.classList.toggle('cluster-active', false);
+    this.clearClusterCanvas();
+  }
+
+  public scheduleRender(): void {
+    if (this.renderScheduled) return;
+    this.renderScheduled = true;
+    requestAnimationFrame(() => {
+      this.renderScheduled = false;
+      this.render();
+    });
+  }
+
   public render(): void {
+    const now = performance.now();
+    if (now - this.lastRenderTime < this.MIN_RENDER_INTERVAL_MS) {
+      this.scheduleRender();
+      return;
+    }
+    this.lastRenderTime = now;
+
     const width = this.container.clientWidth;
     const height = this.container.clientHeight;
 
+    // Skip render if container has no dimensions (tab throttled, hidden, etc.)
+    if (width === 0 || height === 0) {
+      return;
+    }
+
     // Simple viewBox matching container - keeps SVG and overlays aligned
     this.svg.attr('viewBox', `0 0 ${width} ${height}`);
-    this.svg.selectAll('*').remove();
 
-    // Background
-    this.svg
-      .append('rect')
-      .attr('width', width)
-      .attr('height', height)
-      .attr('fill', '#020a08');
+    // CRITICAL: Always refresh d3 selections from actual DOM to prevent stale references
+    // D3 selections can become stale if the DOM is modified externally
+    const svgNode = this.svg.node();
+    if (!svgNode) return;
+
+    // Query DOM directly for layer groups
+    const existingBase = svgNode.querySelector('.map-base') as SVGGElement | null;
+    const existingDynamic = svgNode.querySelector('.map-dynamic') as SVGGElement | null;
+
+    // Recreate layer groups if missing or if d3 selections are stale
+    const baseStale = !existingBase || this.baseLayerGroup?.node() !== existingBase;
+    const dynamicStale = !existingDynamic || this.dynamicLayerGroup?.node() !== existingDynamic;
+
+    if (baseStale || dynamicStale) {
+      // Clear any orphaned groups and create fresh ones
+      svgNode.querySelectorAll('.map-base, .map-dynamic').forEach(el => el.remove());
+      this.baseLayerGroup = this.svg.append('g').attr('class', 'map-base');
+      this.dynamicLayerGroup = this.svg.append('g').attr('class', 'map-dynamic');
+      this.baseRendered = false;
+      console.warn('[Map] Layer groups recreated - baseStale:', baseStale, 'dynamicStale:', dynamicStale);
+    }
+
+    // Double-check selections are valid after recreation
+    if (!this.baseLayerGroup?.node() || !this.dynamicLayerGroup?.node()) {
+      console.error('[Map] Failed to create layer groups');
+      return;
+    }
 
-    // Grid
-    this.renderGrid(width, height);
+    // Check if base layer has actual country content (not just empty group)
+    const countryCount = this.baseLayerGroup.node()!.querySelectorAll('.country').length;
+    const shouldRenderBase = !this.baseRendered || countryCount === 0 || width !== this.baseWidth || height !== this.baseHeight;
 
-    // Setup projection
-    const projection = this.getProjection(width, height);
-    const path = d3.geoPath().projection(projection);
+    // Debug: log when base layer needs re-render
+    if (shouldRenderBase && countryCount === 0 && this.baseRendered) {
+      console.warn('[Map] Base layer missing countries, forcing re-render. countryFeatures:', this.countryFeatures?.length ?? 'null');
+    }
+
+    if (shouldRenderBase) {
+      this.baseWidth = width;
+      this.baseHeight = height;
+      // Use native DOM clear for guaranteed effect
+      const baseNode = this.baseLayerGroup.node()!;
+      while (baseNode.firstChild) baseNode.removeChild(baseNode.firstChild);
+
+      // Background - extend well beyond viewBox to cover pan/zoom transforms
+      // 3x size in each direction ensures no black bars when panning
+      this.baseLayerGroup
+        .append('rect')
+        .attr('x', -width)
+        .attr('y', -height)
+        .attr('width', width * 3)
+        .attr('height', height * 3)
+        .attr('fill', '#020a08');
+
+      // Grid
+      this.renderGrid(this.baseLayerGroup, width, height);
+
+      // Setup projection for base elements
+      const baseProjection = this.getProjection(width, height);
+      const basePath = d3.geoPath().projection(baseProjection);
+
+      // Graticule
+      this.renderGraticule(this.baseLayerGroup, basePath);
+
+      // Countries
+      this.renderCountries(this.baseLayerGroup, basePath);
+      this.baseRendered = true;
+    }
+
+    // Always rebuild dynamic layer - use native DOM clear for reliability
+    const dynamicNode = this.dynamicLayerGroup.node()!;
+    while (dynamicNode.firstChild) dynamicNode.removeChild(dynamicNode.firstChild);
+    // Create overlays-svg group for SVG-based overlays (military tracks, etc.)
+    this.dynamicLayerGroup.append('g').attr('class', 'overlays-svg');
 
-    // Graticule
-    this.renderGraticule(path);
+    // Setup projection for dynamic elements
+    const projection = this.getProjection(width, height);
 
-    // Countries
-    this.renderCountries(path);
+    // Update country fills (sanctions toggle without rebuilding geometry)
+    this.updateCountryFills();
 
-    // Layers (show on global and mena views)
-    const showGlobalLayers = this.state.view === 'global' || this.state.view === 'mena';
-    if (this.state.layers.cables && showGlobalLayers) {
+    // Render dynamic map layers
+    if (this.state.layers.cables) {
       this.renderCables(projection);
     }
 
-    if (this.state.layers.pipelines && showGlobalLayers) {
+    if (this.state.layers.pipelines) {
       this.renderPipelines(projection);
     }
 
-    if (this.state.layers.conflicts && showGlobalLayers) {
+    if (this.state.layers.conflicts) {
       this.renderConflicts(projection);
     }
 
-    if (this.state.layers.ais && showGlobalLayers) {
+    if (this.state.layers.ais) {
       this.renderAisDensity(projection);
     }
 
-    if (this.state.layers.sanctions && showGlobalLayers) {
-      this.renderSanctions();
-    }
+    // GPU-accelerated cluster markers (LOD)
+    this.renderClusterLayer(projection);
 
     // Overlays
     this.renderOverlays(projection);
 
+    // POST-RENDER VERIFICATION: Ensure base layer actually rendered
+    // This catches silent failures where d3 operations didn't stick
+    if (this.baseRendered && this.countryFeatures && this.countryFeatures.length > 0) {
+      const verifyCount = this.baseLayerGroup?.node()?.querySelectorAll('.country').length ?? 0;
+      if (verifyCount === 0) {
+        console.error('[Map] POST-RENDER: Countries failed to render despite baseRendered=true. Forcing full rebuild.');
+        this.baseRendered = false;
+        // Schedule a retry on next frame instead of immediate recursion
+        requestAnimationFrame(() => this.render());
+        return;
+      }
+    }
+
     this.applyTransform();
   }
 
-  private renderGrid(width: number, height: number, yStart = 0): void {
-    const gridGroup = this.svg.append('g').attr('class', 'grid');
+  private renderGrid(
+    group: d3.Selection<SVGGElement, unknown, null, undefined>,
+    width: number,
+    height: number,
+    yStart = 0
+  ): void {
+    const gridGroup = group.append('g').attr('class', 'grid');
 
     for (let x = 0; x < width; x += 20) {
       gridGroup
@@ -514,24 +916,31 @@ export class MapComponent {
   }
 
   private getProjection(width: number, height: number): d3.GeoProjection {
-    if (this.state.view === 'global' || this.state.view === 'mena') {
-      // Scale by width to fill horizontally, center vertically
-      return d3
-        .geoEquirectangular()
-        .scale(width / (2 * Math.PI))
-        .center([0, 0])
-        .translate([width / 2, height / 2]);
-    }
+    // Equirectangular with cropped latitude range (72°N to 56°S = 128°)
+    // Shows Greenland/Iceland while trimming extreme polar regions
+    const LAT_NORTH = 72;  // Includes Greenland (extends to ~83°N but 72 shows most)
+    const LAT_SOUTH = -56; // Just below Tierra del Fuego
+    const LAT_RANGE = LAT_NORTH - LAT_SOUTH; // 128°
+    const LAT_CENTER = (LAT_NORTH + LAT_SOUTH) / 2; // 8°N
+
+    // Scale to fit: 360° longitude in width, 128° latitude in height
+    const scaleForWidth = width / (2 * Math.PI);
+    const scaleForHeight = height / (LAT_RANGE * Math.PI / 180);
+    const scale = Math.min(scaleForWidth, scaleForHeight);
 
     return d3
-      .geoAlbersUsa()
-      .scale(width * 1.3)
+      .geoEquirectangular()
+      .scale(scale)
+      .center([0, LAT_CENTER])
       .translate([width / 2, height / 2]);
   }
 
-  private renderGraticule(path: d3.GeoPath): void {
+  private renderGraticule(
+    group: d3.Selection<SVGGElement, unknown, null, undefined>,
+    path: d3.GeoPath
+  ): void {
     const graticule = d3.geoGraticule();
-    this.svg
+    group
       .append('path')
       .datum(graticule())
       .attr('class', 'graticule')
@@ -541,48 +950,27 @@ export class MapComponent {
       .attr('stroke-width', 0.4);
   }
 
-  private renderCountries(path: d3.GeoPath): void {
-    if ((this.state.view === 'global' || this.state.view === 'mena') && this.worldData) {
-      const countries = topojson.feature(
-        this.worldData,
-        this.worldData.objects.countries
-      );
-
-      const features = 'features' in countries ? countries.features : [countries];
+  private renderCountries(
+    group: d3.Selection<SVGGElement, unknown, null, undefined>,
+    path: d3.GeoPath
+  ): void {
+    if (!this.countryFeatures) return;
 
-      this.svg
-        .selectAll('.country')
-        .data(features)
-        .enter()
-        .append('path')
-        .attr('class', 'country')
-        .attr('d', path as unknown as string)
-        .attr('fill', '#0d3028')
-        .attr('stroke', '#1a8060')
-        .attr('stroke-width', 0.7);
-    } else if (this.state.view === 'us' && this.usData) {
-      const states = topojson.feature(
-        this.usData,
-        this.usData.objects.states
-      );
-
-      const features = 'features' in states ? states.features : [states];
-
-      this.svg
-        .selectAll('.state')
-        .data(features)
-        .enter()
-        .append('path')
-        .attr('class', 'state')
-        .attr('d', path as unknown as string)
-        .attr('fill', '#0d3028')
-        .attr('stroke', '#1a8060')
-        .attr('stroke-width', 0.7);
-    }
+    group
+      .selectAll('.country')
+      .data(this.countryFeatures)
+      .enter()
+      .append('path')
+      .attr('class', 'country')
+      .attr('d', path as unknown as string)
+      .attr('fill', '#0d3028')
+      .attr('stroke', '#1a8060')
+      .attr('stroke-width', 0.7);
   }
 
   private renderCables(projection: d3.GeoProjection): void {
-    const cableGroup = this.svg.append('g').attr('class', 'cables');
+    if (!this.dynamicLayerGroup) return;
+    const cableGroup = this.dynamicLayerGroup.append('g').attr('class', 'cables');
 
     UNDERSEA_CABLES.forEach((cable) => {
       const lineGenerator = d3
@@ -617,7 +1005,8 @@ export class MapComponent {
   }
 
   private renderPipelines(projection: d3.GeoProjection): void {
-    const pipelineGroup = this.svg.append('g').attr('class', 'pipelines');
+    if (!this.dynamicLayerGroup) return;
+    const pipelineGroup = this.dynamicLayerGroup.append('g').attr('class', 'pipelines');
 
     PIPELINES.forEach((pipeline) => {
       const lineGenerator = d3
@@ -662,7 +1051,8 @@ export class MapComponent {
   }
 
   private renderConflicts(projection: d3.GeoProjection): void {
-    const conflictGroup = this.svg.append('g').attr('class', 'conflicts');
+    if (!this.dynamicLayerGroup) return;
+    const conflictGroup = this.dynamicLayerGroup.append('g').attr('class', 'conflicts');
 
     CONFLICT_ZONES.forEach((zone) => {
       const points = zone.coords
@@ -679,84 +1069,122 @@ export class MapComponent {
     });
   }
 
-  private renderConflictLabels(projection: d3.GeoProjection): void {
-    CONFLICT_ZONES.forEach((zone) => {
-      const centerPos = projection(zone.center as [number, number]);
-      if (!centerPos) return;
-
-      const div = document.createElement('div');
-      div.className = 'conflict-label-overlay';
-      div.style.left = `${centerPos[0]}px`;
-      div.style.top = `${centerPos[1]}px`;
-      div.textContent = zone.name;
-
-      div.addEventListener('click', (e) => {
-        e.stopPropagation();
-        const rect = this.container.getBoundingClientRect();
-        this.popup.show({
-          type: 'conflict',
-          data: zone,
-          x: e.clientX - rect.left,
-          y: e.clientY - rect.top,
-        });
-      });
 
-      this.overlays.appendChild(div);
-    });
-  }
-
-  private renderSanctions(): void {
-    if (!this.worldData) return;
+  private updateCountryFills(): void {
+    if (!this.baseLayerGroup || !this.countryFeatures) return;
 
     const sanctionColors: Record<string, string> = {
       severe: 'rgba(255, 0, 0, 0.35)',
       high: 'rgba(255, 100, 0, 0.25)',
       moderate: 'rgba(255, 200, 0, 0.2)',
     };
+    const defaultFill = '#0d3028';
+    const useSanctions = this.state.layers.sanctions;
 
-    this.svg.selectAll('.country').each(function () {
+    this.baseLayerGroup.selectAll('.country').each(function (datum) {
       const el = d3.select(this);
-      const id = el.datum() as { id?: number };
+      const id = datum as { id?: number };
+      if (!useSanctions) {
+        el.attr('fill', defaultFill);
+        return;
+      }
       if (id?.id !== undefined && SANCTIONED_COUNTRIES[id.id]) {
         const level = SANCTIONED_COUNTRIES[id.id];
         if (level) {
-          el.attr('fill', sanctionColors[level] || '#0a2018');
+          el.attr('fill', sanctionColors[level] || defaultFill);
+          return;
         }
       }
+      el.attr('fill', defaultFill);
     });
   }
 
-  private renderOverlays(projection: d3.GeoProjection): void {
-    this.overlays.innerHTML = '';
-
-    const isGlobalOrMena = this.state.view === 'global' || this.state.view === 'mena';
-
-    // Global/MENA only overlays
-    if (isGlobalOrMena) {
-      // Country labels (rendered first so they appear behind other overlays)
-      if (this.state.layers.countries) {
-        this.renderCountryLabels(projection);
+  // Generic marker clustering - groups markers within pixelRadius into clusters
+  // groupKey function ensures only items with same key can cluster (e.g., same city)
+  private clusterMarkers<T extends { lat: number; lon: number }>(
+    items: T[],
+    projection: d3.GeoProjection,
+    pixelRadius: number,
+    getGroupKey?: (item: T) => string
+  ): Array<{ items: T[]; center: [number, number]; pos: [number, number] }> {
+    const clusters: Array<{ items: T[]; center: [number, number]; pos: [number, number] }> = [];
+    const assigned = new Set<number>();
+
+    for (let i = 0; i < items.length; i++) {
+      if (assigned.has(i)) continue;
+
+      const item = items[i]!;
+      if (!Number.isFinite(item.lat) || !Number.isFinite(item.lon)) continue;
+      const pos = projection([item.lon, item.lat]);
+      if (!pos || !Number.isFinite(pos[0]) || !Number.isFinite(pos[1])) continue;
+
+      const cluster: T[] = [item];
+      assigned.add(i);
+      const itemKey = getGroupKey?.(item);
+
+      // Find nearby items (must share same group key if provided)
+      for (let j = i + 1; j < items.length; j++) {
+        if (assigned.has(j)) continue;
+        const other = items[j]!;
+
+        // Skip if different group keys (e.g., different cities)
+        if (getGroupKey && getGroupKey(other) !== itemKey) continue;
+
+        if (!Number.isFinite(other.lat) || !Number.isFinite(other.lon)) continue;
+        const otherPos = projection([other.lon, other.lat]);
+        if (!otherPos || !Number.isFinite(otherPos[0]) || !Number.isFinite(otherPos[1])) continue;
+
+        const dx = pos[0] - otherPos[0];
+        const dy = pos[1] - otherPos[1];
+        const dist = Math.sqrt(dx * dx + dy * dy);
+
+        if (dist <= pixelRadius) {
+          cluster.push(other);
+          assigned.add(j);
+        }
       }
 
-      // Conflict zone labels (HTML overlay with counter-scaling)
-      if (this.state.layers.conflicts) {
-        this.renderConflictLabels(projection);
+      // Calculate cluster center
+      let sumLat = 0, sumLon = 0;
+      for (const c of cluster) {
+        sumLat += c.lat;
+        sumLon += c.lon;
       }
+      const centerLat = sumLat / cluster.length;
+      const centerLon = sumLon / cluster.length;
+      const centerPos = projection([centerLon, centerLat]);
+      const finalPos = (centerPos && Number.isFinite(centerPos[0]) && Number.isFinite(centerPos[1]))
+        ? centerPos : pos;
+
+      clusters.push({
+        items: cluster,
+        center: [centerLon, centerLat],
+        pos: finalPos,
+      });
+    }
 
-      // Strategic waterways
-      if (this.state.layers.waterways) {
-        this.renderWaterways(projection);
-      }
+    return clusters;
+  }
 
-      if (this.state.layers.ais) {
-        this.renderAisDisruptions(projection);
-      }
+  private renderOverlays(projection: d3.GeoProjection): void {
+    this.overlays.innerHTML = '';
+
+    // Strategic waterways
+    if (this.state.layers.waterways) {
+      this.renderWaterways(projection);
+    }
 
-      // APT groups
+    if (this.state.layers.ais) {
+      this.renderAisDisruptions(projection);
+      this.renderPorts(projection);
+    }
+
+    // APT groups (geopolitical variant only)
+    if (SITE_VARIANT !== 'tech') {
       this.renderAPTMarkers(projection);
     }
 
-    // Nuclear facilities
+    // Nuclear facilities (always HTML - shapes convey status)
     if (this.state.layers.nuclear) {
       NUCLEAR_FACILITIES.forEach((facility) => {
         const pos = projection([facility.lon, facility.lat]);
@@ -769,11 +1197,6 @@ export class MapComponent {
         div.style.top = `${pos[1]}px`;
         div.title = `${facility.name} (${facility.type})`;
 
-        const label = document.createElement('div');
-        label.className = 'nuclear-label';
-        label.textContent = facility.name;
-        div.appendChild(label);
-
         div.addEventListener('click', (e) => {
           e.stopPropagation();
           const rect = this.container.getBoundingClientRect();
@@ -789,7 +1212,7 @@ export class MapComponent {
       });
     }
 
-    // Gamma irradiators (IAEA DIIF)
+    // Gamma irradiators (IAEA DIIF) - no labels, click to see details
     if (this.state.layers.irradiators) {
       GAMMA_IRRADIATORS.forEach((irradiator) => {
         const pos = projection([irradiator.lon, irradiator.lat]);
@@ -801,11 +1224,6 @@ export class MapComponent {
         div.style.top = `${pos[1]}px`;
         div.title = `${irradiator.city}, ${irradiator.country}`;
 
-        const label = document.createElement('div');
-        label.className = 'irradiator-label';
-        label.textContent = irradiator.city;
-        div.appendChild(label);
-
         div.addEventListener('click', (e) => {
           e.stopPropagation();
           const rect = this.container.getBoundingClientRect();
@@ -850,7 +1268,7 @@ export class MapComponent {
       });
     }
 
-    // Hotspots
+    // Hotspots (always HTML - level colors and BREAKING badges)
     if (this.state.layers.hotspots) {
       this.hotspots.forEach((spot) => {
         const pos = projection([spot.lon, spot.lat]);
@@ -861,19 +1279,8 @@ export class MapComponent {
         div.style.left = `${pos[0]}px`;
         div.style.top = `${pos[1]}px`;
 
-        const breakingBadge = spot.hasBreaking
-          ? '<div class="hotspot-breaking">BREAKING</div>'
-          : '';
-
-        const subtextHtml = spot.subtext
-          ? `<div class="hotspot-subtext">${spot.subtext}</div>`
-          : '';
-
         div.innerHTML = `
-          ${breakingBadge}
-          <div class="hotspot-marker ${spot.level || 'low'}"></div>
-          <div class="hotspot-label">${spot.name}</div>
-          ${subtextHtml}
+          <div class="hotspot-marker ${escapeHtml(spot.level || 'low')}"></div>
         `;
 
         div.addEventListener('click', (e) => {
@@ -887,6 +1294,7 @@ export class MapComponent {
             x: e.clientX - rect.left,
             y: e.clientY - rect.top,
           });
+          this.popup.loadHotspotGdeltContext(spot);
           this.onHotspotClick?.(spot);
         });
 
@@ -894,7 +1302,7 @@ export class MapComponent {
       });
     }
 
-    // Military bases
+    // Military bases (always HTML - nation colors matter)
     if (this.state.layers.bases) {
       MILITARY_BASES.forEach((base) => {
         const pos = projection([base.lon, base.lat]);
@@ -926,9 +1334,9 @@ export class MapComponent {
       });
     }
 
-    // Earthquakes
-    if (this.state.layers.earthquakes) {
-      console.log('[Map] Rendering earthquakes. Total:', this.earthquakes.length, 'Layer enabled:', this.state.layers.earthquakes);
+    // Earthquakes (magnitude-based sizing) - part of NATURAL layer
+    if (this.state.layers.natural) {
+      console.log('[Map] Rendering earthquakes. Total:', this.earthquakes.length, 'Layer enabled:', this.state.layers.natural);
       const filteredQuakes = this.filterByTime(this.earthquakes);
       console.log('[Map] After time filter:', filteredQuakes.length, 'earthquakes. TimeRange:', this.state.timeRange);
       let rendered = 0;
@@ -970,7 +1378,7 @@ export class MapComponent {
       console.log('[Map] Actually rendered', rendered, 'earthquake markers');
     }
 
-    // Economic Centers
+    // Economic Centers (always HTML - emoji icons for type distinction)
     if (this.state.layers.economic) {
       ECONOMIC_CENTERS.forEach((center) => {
         const pos = projection([center.lon, center.lat]);
@@ -985,11 +1393,7 @@ export class MapComponent {
         icon.className = 'economic-icon';
         icon.textContent = center.type === 'exchange' ? '📈' : center.type === 'central-bank' ? '🏛' : '💰';
         div.appendChild(icon);
-
-        const label = document.createElement('div');
-        label.className = 'economic-label';
-        label.textContent = center.name;
-        div.appendChild(label);
+        div.title = center.name;
 
         div.addEventListener('click', (e) => {
           e.stopPropagation();
@@ -1006,7 +1410,7 @@ export class MapComponent {
       });
     }
 
-    // Weather Alerts
+    // Weather Alerts (severity icons)
     if (this.state.layers.weather) {
       this.weatherAlerts.forEach((alert) => {
         if (!alert.centroid) return;
@@ -1024,11 +1428,6 @@ export class MapComponent {
         icon.textContent = '⚠';
         div.appendChild(icon);
 
-        const label = document.createElement('div');
-        label.className = 'weather-label';
-        label.textContent = alert.event;
-        div.appendChild(label);
-
         div.addEventListener('click', (e) => {
           e.stopPropagation();
           const rect = this.container.getBoundingClientRect();
@@ -1044,7 +1443,7 @@ export class MapComponent {
       });
     }
 
-    // Internet Outages
+    // Internet Outages (severity colors)
     if (this.state.layers.outages) {
       this.outages.forEach((outage) => {
         const pos = projection([outage.lon, outage.lat]);
@@ -1081,7 +1480,7 @@ export class MapComponent {
     }
 
     // Cable advisories & repair ships
-    if (this.state.layers.cables && isGlobalOrMena) {
+    if (this.state.layers.cables) {
       this.cableAdvisories.forEach((advisory) => {
         const pos = projection([advisory.lon, advisory.lat]);
         if (!pos) return;
@@ -1149,9 +1548,10 @@ export class MapComponent {
       });
     }
 
-    // AI Data Centers
+    // AI Data Centers (always HTML - 🖥️ icons, filter to ≥10k GPUs)
+    const MIN_GPU_COUNT = 10000;
     if (this.state.layers.datacenters) {
-      AI_DATA_CENTERS.forEach((dc) => {
+      AI_DATA_CENTERS.filter(dc => (dc.chipCount || 0) >= MIN_GPU_COUNT).forEach((dc) => {
         const pos = projection([dc.lon, dc.lat]);
         if (!pos) return;
 
@@ -1166,11 +1566,6 @@ export class MapComponent {
         icon.textContent = '🖥️';
         div.appendChild(icon);
 
-        const label = document.createElement('div');
-        label.className = 'datacenter-label';
-        label.textContent = dc.owner;
-        div.appendChild(label);
-
         div.addEventListener('click', (e) => {
           e.stopPropagation();
           const rect = this.container.getBoundingClientRect();
@@ -1186,39 +1581,33 @@ export class MapComponent {
       });
     }
 
-    // Protests / Social Unrest Events
-    if (this.state.layers.protests) {
-      this.protests.forEach((event) => {
-        const pos = projection([event.lon, event.lat]);
+    // Spaceports (🚀 icon)
+    if (this.state.layers.spaceports) {
+      SPACEPORTS.forEach((port) => {
+        const pos = projection([port.lon, port.lat]);
         if (!pos) return;
 
         const div = document.createElement('div');
-        div.className = `protest-marker ${event.severity} ${event.eventType}`;
+        div.className = `spaceport-marker ${port.status}`;
         div.style.left = `${pos[0]}px`;
         div.style.top = `${pos[1]}px`;
 
         const icon = document.createElement('div');
-        icon.className = 'protest-icon';
-        icon.textContent = event.eventType === 'riot' ? '🔥' : event.eventType === 'strike' ? '✊' : '📢';
+        icon.className = 'spaceport-icon';
+        icon.textContent = '🚀';
         div.appendChild(icon);
 
-        if (this.state.zoom >= 4) {
-          const label = document.createElement('div');
-          label.className = 'protest-label';
-          label.textContent = event.city || event.country;
-          div.appendChild(label);
-        }
-
-        if (event.validated) {
-          div.classList.add('validated');
-        }
+        const label = document.createElement('div');
+        label.className = 'spaceport-label';
+        label.textContent = port.name;
+        div.appendChild(label);
 
         div.addEventListener('click', (e) => {
           e.stopPropagation();
           const rect = this.container.getBoundingClientRect();
           this.popup.show({
-            type: 'protest',
-            data: event,
+            type: 'spaceport',
+            data: port,
             x: e.clientX - rect.left,
             y: e.clientY - rect.top,
           });
@@ -1227,101 +1616,823 @@ export class MapComponent {
         this.overlays.appendChild(div);
       });
     }
-  }
-
-  private renderCountryLabels(projection: d3.GeoProjection): void {
-    COUNTRY_LABELS.forEach((country) => {
-      const pos = projection([country.lon, country.lat]);
-      if (!pos) return;
-
-      const div = document.createElement('div');
-      div.className = 'country-label';
-      div.style.left = `${pos[0]}px`;
-      div.style.top = `${pos[1]}px`;
-      div.textContent = country.name;
-      div.dataset.countryId = String(country.id);
 
-      this.overlays.appendChild(div);
-    });
-  }
+    // Critical Minerals (💎 icon)
+    if (this.state.layers.minerals) {
+      CRITICAL_MINERALS.forEach((mine) => {
+        const pos = projection([mine.lon, mine.lat]);
+        if (!pos) return;
 
-  private renderWaterways(projection: d3.GeoProjection): void {
-    STRATEGIC_WATERWAYS.forEach((waterway) => {
-      const pos = projection([waterway.lon, waterway.lat]);
-      if (!pos) return;
+        const div = document.createElement('div');
+        div.className = `mineral-marker ${mine.status}`;
+        div.style.left = `${pos[0]}px`;
+        div.style.top = `${pos[1]}px`;
 
-      const div = document.createElement('div');
-      div.className = 'waterway-marker';
-      div.style.left = `${pos[0]}px`;
-      div.style.top = `${pos[1]}px`;
-      div.title = waterway.name;
+        const icon = document.createElement('div');
+        icon.className = 'mineral-icon';
+        // Select icon based on mineral type
+        icon.textContent = mine.mineral === 'Lithium' ? '🔋' : mine.mineral === 'Rare Earths' ? '🧲' : '💎';
+        div.appendChild(icon);
 
-      const diamond = document.createElement('div');
-      diamond.className = 'waterway-diamond';
-      div.appendChild(diamond);
+        const label = document.createElement('div');
+        label.className = 'mineral-label';
+        label.textContent = `${mine.mineral} - ${mine.name}`;
+        div.appendChild(label);
 
-      div.addEventListener('click', (e) => {
-        e.stopPropagation();
-        const rect = this.container.getBoundingClientRect();
-        this.popup.show({
-          type: 'waterway',
-          data: waterway,
-          x: e.clientX - rect.left,
-          y: e.clientY - rect.top,
+        div.addEventListener('click', (e) => {
+          e.stopPropagation();
+          const rect = this.container.getBoundingClientRect();
+          this.popup.show({
+            type: 'mineral',
+            data: mine,
+            x: e.clientX - rect.left,
+            y: e.clientY - rect.top,
+          });
         });
+
+        this.overlays.appendChild(div);
       });
+    }
 
-      this.overlays.appendChild(div);
-    });
-  }
+    // === TECH VARIANT LAYERS ===
 
-  private renderAisDisruptions(projection: d3.GeoProjection): void {
-    this.aisDisruptions.forEach((event) => {
-      const pos = projection([event.lon, event.lat]);
-      if (!pos) return;
+    // Startup Hubs (🚀 icon by tier)
+    if (this.state.layers.startupHubs) {
+      STARTUP_HUBS.forEach((hub) => {
+        const pos = projection([hub.lon, hub.lat]);
+        if (!pos) return;
 
-      const div = document.createElement('div');
-      div.className = `ais-disruption-marker ${event.severity} ${event.type}`;
-      div.style.left = `${pos[0]}px`;
-      div.style.top = `${pos[1]}px`;
+        const div = document.createElement('div');
+        div.className = `startup-hub-marker ${hub.tier}`;
+        div.style.left = `${pos[0]}px`;
+        div.style.top = `${pos[1]}px`;
 
-      const icon = document.createElement('div');
-      icon.className = 'ais-disruption-icon';
-      icon.textContent = event.type === 'gap_spike' ? '🛰️' : '🚢';
-      div.appendChild(icon);
+        const icon = document.createElement('div');
+        icon.className = 'startup-hub-icon';
+        icon.textContent = hub.tier === 'mega' ? '🦄' : hub.tier === 'major' ? '🚀' : '💡';
+        div.appendChild(icon);
 
-      const label = document.createElement('div');
-      label.className = 'ais-disruption-label';
-      label.textContent = event.name;
-      div.appendChild(label);
+        if (this.state.zoom >= 2 || hub.tier === 'mega') {
+          const label = document.createElement('div');
+          label.className = 'startup-hub-label';
+          label.textContent = hub.name;
+          div.appendChild(label);
+        }
 
-      div.addEventListener('click', (e) => {
-        e.stopPropagation();
-        const rect = this.container.getBoundingClientRect();
-        this.popup.show({
-          type: 'ais',
-          data: event,
-          x: e.clientX - rect.left,
-          y: e.clientY - rect.top,
+        div.addEventListener('click', (e) => {
+          e.stopPropagation();
+          const rect = this.container.getBoundingClientRect();
+          this.popup.show({
+            type: 'startupHub',
+            data: hub,
+            x: e.clientX - rect.left,
+            y: e.clientY - rect.top,
+          });
         });
+
+        this.overlays.appendChild(div);
       });
+    }
 
-      this.overlays.appendChild(div);
-    });
-  }
+    // Cloud Regions (☁️ icons by provider)
+    if (this.state.layers.cloudRegions) {
+      CLOUD_REGIONS.forEach((region) => {
+        const pos = projection([region.lon, region.lat]);
+        if (!pos) return;
 
-  private renderAisDensity(projection: d3.GeoProjection): void {
-    const densityGroup = this.svg.append('g').attr('class', 'ais-density');
+        const div = document.createElement('div');
+        div.className = `cloud-region-marker ${region.provider}`;
+        div.style.left = `${pos[0]}px`;
+        div.style.top = `${pos[1]}px`;
+
+        const icon = document.createElement('div');
+        icon.className = 'cloud-region-icon';
+        // Provider-specific icons
+        const icons: Record<string, string> = { aws: '🟠', gcp: '🔵', azure: '🟣', cloudflare: '🟡' };
+        icon.textContent = icons[region.provider] || '☁️';
+        div.appendChild(icon);
+
+        if (this.state.zoom >= 3) {
+          const label = document.createElement('div');
+          label.className = 'cloud-region-label';
+          label.textContent = region.provider.toUpperCase();
+          div.appendChild(label);
+        }
+
+        div.addEventListener('click', (e) => {
+          e.stopPropagation();
+          const rect = this.container.getBoundingClientRect();
+          this.popup.show({
+            type: 'cloudRegion',
+            data: region,
+            x: e.clientX - rect.left,
+            y: e.clientY - rect.top,
+          });
+        });
+
+        this.overlays.appendChild(div);
+      });
+    }
+
+    // Tech HQs (🏢 icons by company type) - with clustering by city
+    if (this.state.layers.techHQs) {
+      // Cluster radius depends on zoom - tighter clustering when zoomed out
+      const clusterRadius = this.state.zoom >= 4 ? 15 : this.state.zoom >= 3 ? 25 : 40;
+      // Group by city to prevent clustering companies from different cities
+      const clusters = this.clusterMarkers(TECH_HQS, projection, clusterRadius, hq => hq.city);
+
+      clusters.forEach((cluster) => {
+        if (cluster.items.length === 0) return;
+        const div = document.createElement('div');
+        const isCluster = cluster.items.length > 1;
+        const primaryItem = cluster.items[0]!; // Use first item for styling
+
+        div.className = `tech-hq-marker ${primaryItem.type} ${isCluster ? 'cluster' : ''}`;
+        div.style.left = `${cluster.pos[0]}px`;
+        div.style.top = `${cluster.pos[1]}px`;
+
+        const icon = document.createElement('div');
+        icon.className = 'tech-hq-icon';
+
+        if (isCluster) {
+          // Show count for clusters
+          const unicornCount = cluster.items.filter(h => h.type === 'unicorn').length;
+          const faangCount = cluster.items.filter(h => h.type === 'faang').length;
+          icon.textContent = faangCount > 0 ? '🏛️' : unicornCount > 0 ? '🦄' : '🏢';
+
+          const badge = document.createElement('div');
+          badge.className = 'cluster-badge';
+          badge.textContent = String(cluster.items.length);
+          div.appendChild(badge);
+
+          div.title = cluster.items.map(h => h.company).join(', ');
+        } else {
+          icon.textContent = primaryItem.type === 'faang' ? '🏛️' : primaryItem.type === 'unicorn' ? '🦄' : '🏢';
+        }
+        div.appendChild(icon);
+
+        // Show label at higher zoom or for single FAANG markers
+        if (!isCluster && (this.state.zoom >= 3 || primaryItem.type === 'faang')) {
+          const label = document.createElement('div');
+          label.className = 'tech-hq-label';
+          label.textContent = primaryItem.company;
+          div.appendChild(label);
+        }
+
+        div.addEventListener('click', (e) => {
+          e.stopPropagation();
+          const rect = this.container.getBoundingClientRect();
+          if (isCluster) {
+            // Show cluster popup with list of companies
+            this.popup.show({
+              type: 'techHQCluster',
+              data: { items: cluster.items, city: primaryItem.city, country: primaryItem.country },
+              x: e.clientX - rect.left,
+              y: e.clientY - rect.top,
+            });
+          } else {
+            this.popup.show({
+              type: 'techHQ',
+              data: primaryItem,
+              x: e.clientX - rect.left,
+              y: e.clientY - rect.top,
+            });
+          }
+        });
+
+        this.overlays.appendChild(div);
+      });
+    }
+
+    // Accelerators (🎯 icons)
+    if (this.state.layers.accelerators) {
+      ACCELERATORS.forEach((acc) => {
+        const pos = projection([acc.lon, acc.lat]);
+        if (!pos) return;
+
+        const div = document.createElement('div');
+        div.className = `accelerator-marker ${acc.type}`;
+        div.style.left = `${pos[0]}px`;
+        div.style.top = `${pos[1]}px`;
+
+        const icon = document.createElement('div');
+        icon.className = 'accelerator-icon';
+        icon.textContent = acc.type === 'accelerator' ? '🎯' : acc.type === 'incubator' ? '🔬' : '🎨';
+        div.appendChild(icon);
+
+        if (this.state.zoom >= 3) {
+          const label = document.createElement('div');
+          label.className = 'accelerator-label';
+          label.textContent = acc.name;
+          div.appendChild(label);
+        }
+
+        div.addEventListener('click', (e) => {
+          e.stopPropagation();
+          const rect = this.container.getBoundingClientRect();
+          this.popup.show({
+            type: 'accelerator',
+            data: acc,
+            x: e.clientX - rect.left,
+            y: e.clientY - rect.top,
+          });
+        });
+
+        this.overlays.appendChild(div);
+      });
+    }
+
+    // Tech Events / Conferences (📅 icons) - with clustering
+    if (this.state.layers.techEvents && this.techEvents.length > 0) {
+      const mapWidth = this.container.clientWidth;
+      const mapHeight = this.container.clientHeight;
+
+      // Map events to have lon property for clustering, filter visible
+      const visibleEvents = this.techEvents
+        .map(e => ({ ...e, lon: e.lng }))
+        .filter(e => {
+          const pos = projection([e.lon, e.lat]);
+          return pos && pos[0] >= 0 && pos[0] <= mapWidth && pos[1] >= 0 && pos[1] <= mapHeight;
+        });
+
+      const clusterRadius = this.state.zoom >= 4 ? 15 : this.state.zoom >= 3 ? 25 : 40;
+      // Group by location to prevent clustering events from different cities
+      const clusters = this.clusterMarkers(visibleEvents, projection, clusterRadius, e => e.location);
+
+      clusters.forEach((cluster) => {
+        if (cluster.items.length === 0) return;
+        const div = document.createElement('div');
+        const isCluster = cluster.items.length > 1;
+        const primaryEvent = cluster.items[0]!;
+        const hasUpcomingSoon = cluster.items.some(e => e.daysUntil <= 14);
+
+        div.className = `tech-event-marker ${hasUpcomingSoon ? 'upcoming-soon' : ''} ${isCluster ? 'cluster' : ''}`;
+        div.style.left = `${cluster.pos[0]}px`;
+        div.style.top = `${cluster.pos[1]}px`;
+
+        if (isCluster) {
+          const badge = document.createElement('div');
+          badge.className = 'cluster-badge';
+          badge.textContent = String(cluster.items.length);
+          div.appendChild(badge);
+          div.title = cluster.items.map(e => e.title).join(', ');
+        }
+
+        div.addEventListener('click', (e) => {
+          e.stopPropagation();
+          const rect = this.container.getBoundingClientRect();
+          if (isCluster) {
+            this.popup.show({
+              type: 'techEventCluster',
+              data: { items: cluster.items, location: primaryEvent.location, country: primaryEvent.country },
+              x: e.clientX - rect.left,
+              y: e.clientY - rect.top,
+            });
+          } else {
+            this.popup.show({
+              type: 'techEvent',
+              data: primaryEvent,
+              x: e.clientX - rect.left,
+              y: e.clientY - rect.top,
+            });
+          }
+        });
+
+        this.overlays.appendChild(div);
+      });
+    }
+
+    // Tech Hub Activity Markers (shows activity heatmap for tech hubs with news activity)
+    if (SITE_VARIANT === 'tech' && this.techActivities.length > 0) {
+      this.techActivities.forEach((activity) => {
+        const pos = projection([activity.lon, activity.lat]);
+        if (!pos) return;
+
+        // Only show markers for hubs with actual activity
+        if (activity.newsCount === 0) return;
+
+        const div = document.createElement('div');
+        div.className = `tech-activity-marker ${activity.activityLevel}`;
+        div.style.left = `${pos[0]}px`;
+        div.style.top = `${pos[1]}px`;
+        div.style.zIndex = activity.activityLevel === 'high' ? '60' : activity.activityLevel === 'elevated' ? '50' : '40';
+        div.title = `${activity.city}: ${activity.newsCount} stories`;
+
+        div.addEventListener('click', (e) => {
+          e.stopPropagation();
+          this.onTechHubClick?.(activity);
+          const rect = this.container.getBoundingClientRect();
+          this.popup.show({
+            type: 'techActivity',
+            data: activity,
+            x: e.clientX - rect.left,
+            y: e.clientY - rect.top,
+          });
+        });
+
+        this.overlays.appendChild(div);
+
+        // Add label for high/elevated activity hubs at sufficient zoom
+        if ((activity.activityLevel === 'high' || (activity.activityLevel === 'elevated' && this.state.zoom >= 2)) && this.state.zoom >= 1.5) {
+          const label = document.createElement('div');
+          label.className = 'tech-activity-label';
+          label.textContent = activity.city;
+          label.style.left = `${pos[0]}px`;
+          label.style.top = `${pos[1] + 14}px`;
+          this.overlays.appendChild(label);
+        }
+      });
+    }
+
+    // Geo Hub Activity Markers (shows activity heatmap for geopolitical hubs - full variant)
+    if (SITE_VARIANT === 'full' && this.geoActivities.length > 0) {
+      this.geoActivities.forEach((activity) => {
+        const pos = projection([activity.lon, activity.lat]);
+        if (!pos) return;
+
+        // Only show markers for hubs with actual activity
+        if (activity.newsCount === 0) return;
+
+        const div = document.createElement('div');
+        div.className = `geo-activity-marker ${activity.activityLevel}`;
+        div.style.left = `${pos[0]}px`;
+        div.style.top = `${pos[1]}px`;
+        div.style.zIndex = activity.activityLevel === 'high' ? '60' : activity.activityLevel === 'elevated' ? '50' : '40';
+        div.title = `${activity.name}: ${activity.newsCount} stories`;
+
+        div.addEventListener('click', (e) => {
+          e.stopPropagation();
+          this.onGeoHubClick?.(activity);
+          const rect = this.container.getBoundingClientRect();
+          this.popup.show({
+            type: 'geoActivity',
+            data: activity,
+            x: e.clientX - rect.left,
+            y: e.clientY - rect.top,
+          });
+        });
+
+        this.overlays.appendChild(div);
+      });
+    }
+
+    // Protests / Social Unrest Events (severity colors + icons) - with clustering
+    // Filter to show only significant events on map (all events still used for CII analysis)
+    if (this.state.layers.protests) {
+      const significantProtests = this.protests.filter((event) => {
+        // Only show riots and high severity (red markers)
+        // All protests still counted in CII analysis
+        return event.eventType === 'riot' || event.severity === 'high';
+      });
+
+      const clusterRadius = this.state.zoom >= 4 ? 12 : this.state.zoom >= 3 ? 20 : 35;
+      const clusters = this.clusterMarkers(significantProtests, projection, clusterRadius, p => p.country);
+
+      clusters.forEach((cluster) => {
+        if (cluster.items.length === 0) return;
+        const div = document.createElement('div');
+        const isCluster = cluster.items.length > 1;
+        const primaryEvent = cluster.items[0]!;
+        const hasRiot = cluster.items.some(e => e.eventType === 'riot');
+        const hasHighSeverity = cluster.items.some(e => e.severity === 'high');
+
+        div.className = `protest-marker ${hasHighSeverity ? 'high' : primaryEvent.severity} ${hasRiot ? 'riot' : primaryEvent.eventType} ${isCluster ? 'cluster' : ''}`;
+        div.style.left = `${cluster.pos[0]}px`;
+        div.style.top = `${cluster.pos[1]}px`;
+
+        const icon = document.createElement('div');
+        icon.className = 'protest-icon';
+        icon.textContent = hasRiot ? '🔥' : primaryEvent.eventType === 'strike' ? '✊' : '📢';
+        div.appendChild(icon);
+
+        if (isCluster) {
+          const badge = document.createElement('div');
+          badge.className = 'cluster-badge';
+          badge.textContent = String(cluster.items.length);
+          div.appendChild(badge);
+          div.title = `${primaryEvent.country}: ${cluster.items.length} events`;
+        } else {
+          div.title = `${primaryEvent.city || primaryEvent.country} - ${primaryEvent.eventType} (${primaryEvent.severity})`;
+          if (primaryEvent.validated) {
+            div.classList.add('validated');
+          }
+        }
+
+        div.addEventListener('click', (e) => {
+          e.stopPropagation();
+          const rect = this.container.getBoundingClientRect();
+          if (isCluster) {
+            this.popup.show({
+              type: 'protestCluster',
+              data: { items: cluster.items, country: primaryEvent.country },
+              x: e.clientX - rect.left,
+              y: e.clientY - rect.top,
+            });
+          } else {
+            this.popup.show({
+              type: 'protest',
+              data: primaryEvent,
+              x: e.clientX - rect.left,
+              y: e.clientY - rect.top,
+            });
+          }
+        });
+
+        this.overlays.appendChild(div);
+      });
+    }
+
+    // Flight Delays (delay severity colors + ✈️ icons)
+    if (this.state.layers.flights) {
+      this.flightDelays.forEach((delay) => {
+        const pos = projection([delay.lon, delay.lat]);
+        if (!pos) return;
+
+        const div = document.createElement('div');
+        div.className = `flight-delay-marker ${delay.severity}`;
+        div.style.left = `${pos[0]}px`;
+        div.style.top = `${pos[1]}px`;
+
+        const icon = document.createElement('div');
+        icon.className = 'flight-delay-icon';
+        icon.textContent = delay.delayType === 'ground_stop' ? '🛑' : delay.severity === 'severe' ? '✈️' : '🛫';
+        div.appendChild(icon);
+
+        if (this.state.zoom >= 3) {
+          const label = document.createElement('div');
+          label.className = 'flight-delay-label';
+          label.textContent = `${delay.iata} ${delay.avgDelayMinutes > 0 ? `+${delay.avgDelayMinutes}m` : ''}`;
+          div.appendChild(label);
+        }
+
+        div.addEventListener('click', (e) => {
+          e.stopPropagation();
+          const rect = this.container.getBoundingClientRect();
+          this.popup.show({
+            type: 'flight',
+            data: delay,
+            x: e.clientX - rect.left,
+            y: e.clientY - rect.top,
+          });
+        });
+
+        this.overlays.appendChild(div);
+      });
+    }
+
+    // Military Tracking (flights and vessels)
+    if (this.state.layers.military) {
+      // Render individual flights
+      this.militaryFlights.forEach((flight) => {
+        const pos = projection([flight.lon, flight.lat]);
+        if (!pos) return;
+
+        const div = document.createElement('div');
+        div.className = `military-flight-marker ${flight.operator} ${flight.aircraftType}${flight.isInteresting ? ' interesting' : ''}`;
+        div.style.left = `${pos[0]}px`;
+        div.style.top = `${pos[1]}px`;
+
+        // Crosshair icon - rotates with heading
+        const icon = document.createElement('div');
+        icon.className = `military-flight-icon ${flight.aircraftType}`;
+        icon.style.transform = `rotate(${flight.heading}deg)`;
+        // CSS handles the crosshair rendering
+        div.appendChild(icon);
+
+        // Show callsign at higher zoom levels
+        if (this.state.zoom >= 3) {
+          const label = document.createElement('div');
+          label.className = 'military-flight-label';
+          label.textContent = flight.callsign;
+          div.appendChild(label);
+        }
+
+        // Show altitude indicator
+        if (flight.altitude > 0) {
+          const alt = document.createElement('div');
+          alt.className = 'military-flight-altitude';
+          alt.textContent = `FL${Math.round(flight.altitude / 100)}`;
+          div.appendChild(alt);
+        }
+
+        div.addEventListener('click', (e) => {
+          e.stopPropagation();
+          const rect = this.container.getBoundingClientRect();
+          this.popup.show({
+            type: 'militaryFlight',
+            data: flight,
+            x: e.clientX - rect.left,
+            y: e.clientY - rect.top,
+          });
+        });
+
+        this.overlays.appendChild(div);
+
+        // Render flight track if available
+        if (flight.track && flight.track.length > 1 && this.state.zoom >= 2) {
+          const trackLine = document.createElementNS('http://www.w3.org/2000/svg', 'polyline');
+          const points = flight.track
+            .map((p) => {
+              const pt = projection([p[1], p[0]]);
+              return pt ? `${pt[0]},${pt[1]}` : null;
+            })
+            .filter(Boolean)
+            .join(' ');
+
+          if (points) {
+            trackLine.setAttribute('points', points);
+            trackLine.setAttribute('class', `military-flight-track ${flight.operator}`);
+            trackLine.setAttribute('fill', 'none');
+            trackLine.setAttribute('stroke-width', '1.5');
+            trackLine.setAttribute('stroke-dasharray', '4,2');
+            this.dynamicLayerGroup?.select('.overlays-svg').append(() => trackLine);
+          }
+        }
+      });
+
+      // Render flight clusters
+      this.militaryFlightClusters.forEach((cluster) => {
+        const pos = projection([cluster.lon, cluster.lat]);
+        if (!pos) return;
+
+        const div = document.createElement('div');
+        div.className = `military-cluster-marker flight-cluster ${cluster.activityType || 'unknown'}`;
+        div.style.left = `${pos[0]}px`;
+        div.style.top = `${pos[1]}px`;
+
+        const count = document.createElement('div');
+        count.className = 'cluster-count';
+        count.textContent = String(cluster.flightCount);
+        div.appendChild(count);
+
+        const label = document.createElement('div');
+        label.className = 'cluster-label';
+        label.textContent = cluster.name;
+        div.appendChild(label);
+
+        div.addEventListener('click', (e) => {
+          e.stopPropagation();
+          const rect = this.container.getBoundingClientRect();
+          this.popup.show({
+            type: 'militaryFlightCluster',
+            data: cluster,
+            x: e.clientX - rect.left,
+            y: e.clientY - rect.top,
+          });
+        });
+
+        this.overlays.appendChild(div);
+      });
+
+      // Military Vessels (warships, carriers, submarines)
+      // Render individual vessels
+      this.militaryVessels.forEach((vessel) => {
+        const pos = projection([vessel.lon, vessel.lat]);
+        if (!pos) return;
+
+        const div = document.createElement('div');
+        div.className = `military-vessel-marker ${vessel.operator} ${vessel.vesselType}${vessel.isDark ? ' dark-vessel' : ''}${vessel.isInteresting ? ' interesting' : ''}`;
+        div.style.left = `${pos[0]}px`;
+        div.style.top = `${pos[1]}px`;
+
+        const icon = document.createElement('div');
+        icon.className = `military-vessel-icon ${vessel.vesselType}`;
+        icon.style.transform = `rotate(${vessel.heading}deg)`;
+        // CSS handles the diamond/anchor rendering
+        div.appendChild(icon);
+
+        // Dark vessel warning indicator
+        if (vessel.isDark) {
+          const darkIndicator = document.createElement('div');
+          darkIndicator.className = 'dark-vessel-indicator';
+          darkIndicator.textContent = '⚠️';
+          darkIndicator.title = 'AIS Signal Lost';
+          div.appendChild(darkIndicator);
+        }
+
+        // Show vessel name at higher zoom
+        if (this.state.zoom >= 3) {
+          const label = document.createElement('div');
+          label.className = 'military-vessel-label';
+          label.textContent = vessel.name;
+          div.appendChild(label);
+        }
+
+        div.addEventListener('click', (e) => {
+          e.stopPropagation();
+          const rect = this.container.getBoundingClientRect();
+          this.popup.show({
+            type: 'militaryVessel',
+            data: vessel,
+            x: e.clientX - rect.left,
+            y: e.clientY - rect.top,
+          });
+        });
+
+        this.overlays.appendChild(div);
+
+        // Render vessel track if available
+        if (vessel.track && vessel.track.length > 1 && this.state.zoom >= 2) {
+          const trackLine = document.createElementNS('http://www.w3.org/2000/svg', 'polyline');
+          const points = vessel.track
+            .map((p) => {
+              const pt = projection([p[1], p[0]]);
+              return pt ? `${pt[0]},${pt[1]}` : null;
+            })
+            .filter(Boolean)
+            .join(' ');
+
+          if (points) {
+            trackLine.setAttribute('points', points);
+            trackLine.setAttribute('class', `military-vessel-track ${vessel.operator}`);
+            trackLine.setAttribute('fill', 'none');
+            trackLine.setAttribute('stroke-width', '2');
+            this.dynamicLayerGroup?.select('.overlays-svg').append(() => trackLine);
+          }
+        }
+      });
+
+      // Render vessel clusters
+      this.militaryVesselClusters.forEach((cluster) => {
+        const pos = projection([cluster.lon, cluster.lat]);
+        if (!pos) return;
+
+        const div = document.createElement('div');
+        div.className = `military-cluster-marker vessel-cluster ${cluster.activityType || 'unknown'}`;
+        div.style.left = `${pos[0]}px`;
+        div.style.top = `${pos[1]}px`;
+
+        const count = document.createElement('div');
+        count.className = 'cluster-count';
+        count.textContent = String(cluster.vesselCount);
+        div.appendChild(count);
+
+        const label = document.createElement('div');
+        label.className = 'cluster-label';
+        label.textContent = cluster.name;
+        div.appendChild(label);
+
+        div.addEventListener('click', (e) => {
+          e.stopPropagation();
+          const rect = this.container.getBoundingClientRect();
+          this.popup.show({
+            type: 'militaryVesselCluster',
+            data: cluster,
+            x: e.clientX - rect.left,
+            y: e.clientY - rect.top,
+          });
+        });
+
+        this.overlays.appendChild(div);
+      });
+    }
+
+    // Natural Events (NASA EONET) - part of NATURAL layer
+    if (this.state.layers.natural) {
+      this.naturalEvents.forEach((event) => {
+        const pos = projection([event.lon, event.lat]);
+        if (!pos) return;
+
+        const div = document.createElement('div');
+        div.className = `nat-event-marker ${event.category}`;
+        div.style.left = `${pos[0]}px`;
+        div.style.top = `${pos[1]}px`;
+
+        const icon = document.createElement('div');
+        icon.className = 'nat-event-icon';
+        icon.textContent = getNaturalEventIcon(event.category);
+        div.appendChild(icon);
+
+        if (this.state.zoom >= 2) {
+          const label = document.createElement('div');
+          label.className = 'nat-event-label';
+          label.textContent = event.title.length > 25 ? event.title.slice(0, 25) + '…' : event.title;
+          div.appendChild(label);
+        }
+
+        if (event.magnitude) {
+          const mag = document.createElement('div');
+          mag.className = 'nat-event-magnitude';
+          mag.textContent = `${event.magnitude}${event.magnitudeUnit ? ` ${event.magnitudeUnit}` : ''}`;
+          div.appendChild(mag);
+        }
+
+        div.addEventListener('click', (e) => {
+          e.stopPropagation();
+          const rect = this.container.getBoundingClientRect();
+          this.popup.show({
+            type: 'natEvent',
+            data: event,
+            x: e.clientX - rect.left,
+            y: e.clientY - rect.top,
+          });
+        });
+
+        this.overlays.appendChild(div);
+      });
+    }
+
+    // Satellite Fires (NASA FIRMS) - separate fires layer
+    if (this.state.layers.fires) {
+      this.firmsFireData.forEach((fire) => {
+        const pos = projection([fire.lon, fire.lat]);
+        if (!pos) return;
+
+        const color = fire.brightness > 400 ? '#ff1e00' : fire.brightness > 350 ? '#ff8c00' : '#ffdc32';
+        const size = Math.max(4, Math.min(10, (fire.frp || 1) * 0.5));
+
+        const dot = document.createElement('div');
+        dot.className = 'fire-dot';
+        dot.style.left = `${pos[0]}px`;
+        dot.style.top = `${pos[1]}px`;
+        dot.style.width = `${size}px`;
+        dot.style.height = `${size}px`;
+        dot.style.backgroundColor = color;
+        dot.title = `${fire.region} — ${Math.round(fire.brightness)}K, ${fire.frp}MW`;
+
+        this.overlays.appendChild(dot);
+      });
+    }
+  }
+
+  private renderWaterways(projection: d3.GeoProjection): void {
+    STRATEGIC_WATERWAYS.forEach((waterway) => {
+      const pos = projection([waterway.lon, waterway.lat]);
+      if (!pos) return;
+
+      const div = document.createElement('div');
+      div.className = 'waterway-marker';
+      div.style.left = `${pos[0]}px`;
+      div.style.top = `${pos[1]}px`;
+      div.title = waterway.name;
+
+      const diamond = document.createElement('div');
+      diamond.className = 'waterway-diamond';
+      div.appendChild(diamond);
+
+      div.addEventListener('click', (e) => {
+        e.stopPropagation();
+        const rect = this.container.getBoundingClientRect();
+        this.popup.show({
+          type: 'waterway',
+          data: waterway,
+          x: e.clientX - rect.left,
+          y: e.clientY - rect.top,
+        });
+      });
+
+      this.overlays.appendChild(div);
+    });
+  }
+
+  private renderAisDisruptions(projection: d3.GeoProjection): void {
+    this.aisDisruptions.forEach((event) => {
+      const pos = projection([event.lon, event.lat]);
+      if (!pos) return;
+
+      const div = document.createElement('div');
+      div.className = `ais-disruption-marker ${event.severity} ${event.type}`;
+      div.style.left = `${pos[0]}px`;
+      div.style.top = `${pos[1]}px`;
+
+      const icon = document.createElement('div');
+      icon.className = 'ais-disruption-icon';
+      icon.textContent = event.type === 'gap_spike' ? '🛰️' : '🚢';
+      div.appendChild(icon);
+
+      const label = document.createElement('div');
+      label.className = 'ais-disruption-label';
+      label.textContent = event.name;
+      div.appendChild(label);
+
+      div.addEventListener('click', (e) => {
+        e.stopPropagation();
+        const rect = this.container.getBoundingClientRect();
+        this.popup.show({
+          type: 'ais',
+          data: event,
+          x: e.clientX - rect.left,
+          y: e.clientY - rect.top,
+        });
+      });
+
+      this.overlays.appendChild(div);
+    });
+  }
+
+  private renderAisDensity(projection: d3.GeoProjection): void {
+    if (!this.dynamicLayerGroup) return;
+    const densityGroup = this.dynamicLayerGroup.append('g').attr('class', 'ais-density');
 
     this.aisDensity.forEach((zone) => {
       const pos = projection([zone.lon, zone.lat]);
       if (!pos) return;
 
       const intensity = Math.min(Math.max(zone.intensity, 0.15), 1);
-      const radius = 18 + intensity * 45;
+      const radius = 4 + intensity * 8;  // Small dots (4-12px)
       const isCongested = zone.deltaPct >= 15;
       const color = isCongested ? '#ffb703' : '#00d1ff';
-      const fillOpacity = 0.08 + intensity * 0.22;
+      const fillOpacity = 0.15 + intensity * 0.25;  // More visible individual dots
 
       densityGroup
         .append('circle')
@@ -1331,9 +2442,42 @@ export class MapComponent {
         .attr('r', radius)
         .attr('fill', color)
         .attr('fill-opacity', fillOpacity)
-        .attr('stroke', color)
-        .attr('stroke-opacity', 0.35)
-        .attr('stroke-width', 1);
+        .attr('stroke', 'none');
+    });
+  }
+
+  private renderPorts(projection: d3.GeoProjection): void {
+    PORTS.forEach((port) => {
+      const pos = projection([port.lon, port.lat]);
+      if (!pos) return;
+
+      const div = document.createElement('div');
+      div.className = `port-marker port-${port.type}`;
+      div.style.left = `${pos[0]}px`;
+      div.style.top = `${pos[1]}px`;
+
+      const icon = document.createElement('div');
+      icon.className = 'port-icon';
+      icon.textContent = port.type === 'naval' ? '⚓' : port.type === 'oil' || port.type === 'lng' ? '🛢️' : '🏭';
+      div.appendChild(icon);
+
+      const label = document.createElement('div');
+      label.className = 'port-label';
+      label.textContent = port.name;
+      div.appendChild(label);
+
+      div.addEventListener('click', (e) => {
+        e.stopPropagation();
+        const rect = this.container.getBoundingClientRect();
+        this.popup.show({
+          type: 'port',
+          data: port,
+          x: e.clientX - rect.left,
+          y: e.clientY - rect.top,
+        });
+      });
+
+      this.overlays.appendChild(div);
     });
   }
 
@@ -1348,7 +2492,7 @@ export class MapComponent {
       div.style.top = `${pos[1]}px`;
       div.innerHTML = `
         <div class="apt-icon">⚠</div>
-        <div class="apt-label">${apt.name}</div>
+        <div class="apt-label">${escapeHtml(apt.name)}</div>
       `;
 
       div.addEventListener('click', (e) => {
@@ -1454,21 +2598,78 @@ export class MapComponent {
         spot.level = 'low';
         spot.status = 'Monitoring';
       }
+
+      // Update dynamic escalation score
+      const velocity = matchedCount > 0 ? score / matchedCount : 0;
+      updateHotspotEscalation(spot.id, matchedCount, hasBreaking, velocity);
     });
 
     this.render();
   }
 
+  public flashLocation(lat: number, lon: number, durationMs = 2000): void {
+    const width = this.container.clientWidth;
+    const height = this.container.clientHeight;
+    if (!width || !height) return;
+
+    const projection = this.getProjection(width, height);
+    const pos = projection([lon, lat]);
+    if (!pos) return;
+
+    const flash = document.createElement('div');
+    flash.className = 'map-flash';
+    flash.style.left = `${pos[0]}px`;
+    flash.style.top = `${pos[1]}px`;
+    flash.style.setProperty('--flash-duration', `${durationMs}ms`);
+    this.overlays.appendChild(flash);
+
+    window.setTimeout(() => {
+      flash.remove();
+    }, durationMs);
+  }
+
+  public initEscalationGetters(): void {
+    setCIIGetter(getCountryScore);
+    setGeoAlertGetter(getAlertsNearLocation);
+  }
+
+  public updateMilitaryForEscalation(flights: MilitaryFlight[], vessels: MilitaryVessel[]): void {
+    setMilitaryData(flights, vessels);
+  }
+
+  public getHotspotDynamicScore(hotspotId: string) {
+    return getHotspotEscalation(hotspotId);
+  }
+
   public setView(view: MapView): void {
     this.state.view = view;
-    // Reset zoom when changing views for better UX
-    this.state.zoom = view === 'mena' ? 2.5 : 1;
-    this.state.pan = view === 'mena' ? { x: -180, y: 60 } : { x: 0, y: 0 };
+
+    // Region-specific zoom and pan settings
+    // Pan: +x = west, -x = east, +y = north, -y = south
+    const viewSettings: Record<MapView, { zoom: number; pan: { x: number; y: number } }> = {
+      global: { zoom: 1, pan: { x: 0, y: 0 } },
+      america: { zoom: 1.8, pan: { x: 180, y: 30 } },
+      mena: { zoom: 3.5, pan: { x: -100, y: 50 } },
+      eu: { zoom: 2.4, pan: { x: -30, y: 100 } },
+      asia: { zoom: 2.0, pan: { x: -320, y: 40 } },
+      latam: { zoom: 2.0, pan: { x: 120, y: -100 } },
+      africa: { zoom: 2.2, pan: { x: -40, y: -30 } },
+      oceania: { zoom: 2.2, pan: { x: -420, y: -100 } },
+    };
+
+    const settings = viewSettings[view];
+    this.state.zoom = settings.zoom;
+    this.state.pan = settings.pan;
     this.applyTransform();
     this.render();
   }
 
+  private static readonly ASYNC_DATA_LAYERS: Set<keyof MapLayers> = new Set([
+    'natural', 'weather', 'outages', 'ais', 'protests', 'flights', 'military', 'techEvents',
+  ]);
+
   public toggleLayer(layer: keyof MapLayers): void {
+    console.log(`[Map.toggleLayer] ${layer}: ${this.state.layers[layer]} -> ${!this.state.layers[layer]}`);
     this.state.layers[layer] = !this.state.layers[layer];
     if (this.state.layers[layer]) {
       const thresholds = MapComponent.LAYER_ZOOM_THRESHOLDS[layer];
@@ -1481,17 +2682,55 @@ export class MapComponent {
       delete this.layerZoomOverrides[layer];
     }
 
-    const btn = document.querySelector(`[data-layer="${layer}"]`);
-    btn?.classList.toggle('active');
+    const btn = this.container.querySelector(`[data-layer="${layer}"]`);
+    const isEnabled = this.state.layers[layer];
+    const isAsyncLayer = MapComponent.ASYNC_DATA_LAYERS.has(layer);
+
+    if (isEnabled && isAsyncLayer) {
+      // Async layers: start in loading state, will be set to active when data arrives
+      btn?.classList.remove('active');
+      btn?.classList.add('loading');
+    } else {
+      // Static layers or disabling: toggle active immediately
+      btn?.classList.toggle('active', isEnabled);
+      btn?.classList.remove('loading');
+    }
 
     this.onLayerChange?.(layer, this.state.layers[layer]);
-    this.render();
+    // Defer render to next frame to avoid blocking the click handler
+    requestAnimationFrame(() => this.render());
   }
 
   public setOnLayerChange(callback: (layer: keyof MapLayers, enabled: boolean) => void): void {
     this.onLayerChange = callback;
   }
 
+  public hideLayerToggle(layer: keyof MapLayers): void {
+    const btn = this.container.querySelector(`.layer-toggle[data-layer="${layer}"]`);
+    if (btn) {
+      (btn as HTMLElement).style.display = 'none';
+    }
+  }
+
+  public setLayerLoading(layer: keyof MapLayers, loading: boolean): void {
+    const btn = this.container.querySelector(`.layer-toggle[data-layer="${layer}"]`);
+    if (btn) {
+      btn.classList.toggle('loading', loading);
+    }
+  }
+
+  public setLayerReady(layer: keyof MapLayers, hasData: boolean): void {
+    const btn = this.container.querySelector(`.layer-toggle[data-layer="${layer}"]`);
+    if (!btn) return;
+
+    btn.classList.remove('loading');
+    if (this.state.layers[layer] && hasData) {
+      btn.classList.add('active');
+    } else {
+      btn.classList.remove('active');
+    }
+  }
+
   public onStateChanged(callback: (state: MapState) => void): void {
     this.onStateChange = callback;
   }
@@ -1509,7 +2748,12 @@ export class MapComponent {
   public reset(): void {
     this.state.zoom = 1;
     this.state.pan = { x: 0, y: 0 };
-    this.applyTransform();
+    if (this.state.view !== 'global') {
+      this.state.view = 'global';
+      this.render();
+    } else {
+      this.applyTransform();
+    }
   }
 
   public triggerHotspotClick(id: string): void {
@@ -1530,6 +2774,7 @@ export class MapComponent {
       x: pos[0],
       y: pos[1],
     });
+    this.popup.loadHotspotGdeltContext(hotspot);
     this.onHotspotClick?.(hotspot);
   }
 
@@ -1695,15 +2940,11 @@ export class MapComponent {
     const zoom = this.state.zoom;
     const width = this.container.clientWidth;
     const height = this.container.clientHeight;
-    const mapHeight = width / 2; // Equirectangular 2:1 ratio
-
-    // Horizontal: at zoom 1, no pan. At higher zooms, allow proportional pan
-    const maxPanX = ((zoom - 1) / zoom) * (width / 2);
 
-    // Vertical: allow panning to see poles if map extends beyond container
-    const extraVertical = Math.max(0, (mapHeight - height) / 2);
-    const zoomPanY = ((zoom - 1) / zoom) * (height / 2);
-    const maxPanY = extraVertical + zoomPanY;
+    // Allow generous panning - maps should be explorable
+    // Scale limits with zoom to allow reaching edges at higher zoom
+    const maxPanX = (width / 2) * Math.max(1, zoom * 0.8);
+    const maxPanY = (height / 2) * Math.max(1, zoom * 0.8);
 
     this.state.pan.x = Math.max(-maxPanX, Math.min(maxPanX, this.state.pan.x));
     this.state.pan.y = Math.max(-maxPanY, Math.min(maxPanY, this.state.pan.y));
@@ -1712,7 +2953,17 @@ export class MapComponent {
   private applyTransform(): void {
     this.clampPan();
     const zoom = this.state.zoom;
-    this.wrapper.style.transform = `scale(${zoom}) translate(${this.state.pan.x}px, ${this.state.pan.y}px)`;
+    const width = this.container.clientWidth;
+    const height = this.container.clientHeight;
+
+    // With transform-origin: 0 0, we need to offset to keep center in view
+    // Formula: translate first to re-center, then scale
+    const centerOffsetX = (width / 2) * (1 - zoom);
+    const centerOffsetY = (height / 2) * (1 - zoom);
+    const tx = centerOffsetX + this.state.pan.x * zoom;
+    const ty = centerOffsetY + this.state.pan.y * zoom;
+
+    this.wrapper.style.transform = `translate(${tx}px, ${ty}px) scale(${zoom})`;
 
     // Set CSS variable for counter-scaling labels/markers
     // Labels: max 1.5x scale, so counter-scale = min(1.5, zoom) / zoom
@@ -1766,13 +3017,13 @@ export class MapComponent {
   }
 
   private updateLabelVisibility(zoom: number): void {
-    const labels = this.overlays.querySelectorAll('.hotspot-label, .earthquake-label, .nuclear-label, .weather-label, .apt-label');
+    const labels = this.overlays.querySelectorAll('.hotspot-label, .earthquake-label, .weather-label, .apt-label');
     const labelRects: { el: Element; rect: DOMRect; priority: number }[] = [];
 
     // Collect all label bounds with priority
     labels.forEach((label) => {
       const el = label as HTMLElement;
-      const parent = el.closest('.hotspot, .earthquake-marker, .nuclear-marker, .weather-marker, .apt-marker');
+      const parent = el.closest('.hotspot, .earthquake-marker, .weather-marker, .apt-marker');
 
       // Assign priority based on parent type and level
       let priority = 1;
@@ -1787,9 +3038,6 @@ export class MapComponent {
         if (parent.classList.contains('extreme')) priority = 5;
         else if (parent.classList.contains('severe')) priority = 4;
         else priority = 2;
-      } else if (parent?.classList.contains('nuclear-marker')) {
-        if (parent.classList.contains('contested')) priority = 5;
-        else priority = 3;
       }
 
       // Reset visibility first
@@ -1856,20 +3104,53 @@ export class MapComponent {
   public setZoom(zoom: number): void {
     this.state.zoom = Math.max(1, Math.min(10, zoom));
     this.applyTransform();
+    // Ensure base layer is intact after zoom change
+    this.ensureBaseLayerIntact();
+  }
+
+  private ensureBaseLayerIntact(): void {
+    // Query DOM directly instead of relying on cached d3 selection
+    const svgNode = this.svg.node();
+    const domBaseGroup = svgNode?.querySelector('.map-base');
+    const selectionNode = this.baseLayerGroup?.node();
+
+    // Check for stale selection (d3 reference doesn't match DOM)
+    if (domBaseGroup && selectionNode !== domBaseGroup) {
+      console.warn('[Map] Stale base layer selection detected, forcing full rebuild');
+      this.baseRendered = false;
+      this.render();
+      return;
+    }
+
+    // Check for missing countries
+    const countryCount = domBaseGroup?.querySelectorAll('.country').length ?? 0;
+    if (countryCount === 0 && this.countryFeatures && this.countryFeatures.length > 0) {
+      console.warn('[Map] Base layer missing countries, triggering recovery render');
+      this.baseRendered = false;
+      this.render();
+    }
   }
 
   public setCenter(lat: number, lon: number): void {
+    console.log('[Map] setCenter called:', { lat, lon });
     const width = this.container.clientWidth;
     const height = this.container.clientHeight;
     const projection = this.getProjection(width, height);
     const pos = projection([lon, lat]);
+    console.log('[Map] projected pos:', pos, 'container:', { width, height }, 'zoom:', this.state.zoom);
     if (!pos) return;
-    const zoom = this.state.zoom;
+    // Pan formula: after applyTransform() computes tx = centerOffset + pan*zoom,
+    // and transform is translate(tx,ty) scale(zoom), to center on pos:
+    // pos*zoom + tx = width/2 → tx = width/2 - pos*zoom
+    // Solving: (width/2)(1-zoom) + pan*zoom = width/2 - pos*zoom
+    // → pan = width/2 - pos (independent of zoom)
     this.state.pan = {
-      x: width / (2 * zoom) - pos[0],
-      y: height / (2 * zoom) - pos[1],
+      x: width / 2 - pos[0],
+      y: height / 2 - pos[1],
     };
     this.applyTransform();
+    // Ensure base layer is intact after pan
+    this.ensureBaseLayerIntact();
   }
 
   public setLayers(layers: MapLayers): void {
@@ -1916,6 +3197,65 @@ export class MapComponent {
     this.render();
   }
 
+  public setFlightDelays(delays: AirportDelayAlert[]): void {
+    this.flightDelays = delays;
+    this.render();
+  }
+
+  public setMilitaryFlights(flights: MilitaryFlight[], clusters: MilitaryFlightCluster[] = []): void {
+    this.militaryFlights = flights;
+    this.militaryFlightClusters = clusters;
+    this.render();
+  }
+
+  public setMilitaryVessels(vessels: MilitaryVessel[], clusters: MilitaryVesselCluster[] = []): void {
+    this.militaryVessels = vessels;
+    this.militaryVesselClusters = clusters;
+    this.render();
+  }
+
+  public setNaturalEvents(events: NaturalEvent[]): void {
+    this.naturalEvents = events;
+    this.render();
+  }
+
+  public setFires(fires: Array<{ lat: number; lon: number; brightness: number; frp: number; confidence: number; region: string; acq_date: string; daynight: string }>): void {
+    this.firmsFireData = fires;
+    this.render();
+  }
+
+  public setTechEvents(events: TechEventMarker[]): void {
+    this.techEvents = events;
+    this.render();
+  }
+
+  public setCyberThreats(_threats: CyberThreat[]): void {
+    // SVG/mobile fallback intentionally does not render this layer to stay lightweight.
+  }
+
+  public setNewsLocations(_data: Array<{ lat: number; lon: number; title: string; threatLevel: string }>): void {
+    // SVG fallback: news locations rendered as simple circles
+    // For now, skip on SVG map to keep mobile lightweight
+  }
+
+  public setTechActivity(activities: TechHubActivity[]): void {
+    this.techActivities = activities;
+    this.render();
+  }
+
+  public setOnTechHubClick(handler: (hub: TechHubActivity) => void): void {
+    this.onTechHubClick = handler;
+  }
+
+  public setGeoActivity(activities: GeoHubActivity[]): void {
+    this.geoActivities = activities;
+    this.render();
+  }
+
+  public setOnGeoHubClick(handler: (hub: GeoHubActivity) => void): void {
+    this.onGeoHubClick = handler;
+  }
+
   private getCableAdvisory(cableId: string): CableAdvisory | undefined {
     const advisories = this.cableAdvisories.filter((advisory) => advisory.cableId === cableId);
     return advisories.reduce<CableAdvisory | undefined>((latest, advisory) => {
diff --git a/src/components/MapContainer.ts b/src/components/MapContainer.ts
new file mode 100644
index 000000000..aa7e1a73d
--- /dev/null
+++ b/src/components/MapContainer.ts
@@ -0,0 +1,552 @@
+/**
+ * MapContainer - Conditional map renderer
+ * Renders DeckGLMap (WebGL) on desktop, fallback to D3/SVG MapComponent on mobile
+ */
+import { isMobileDevice } from '@/utils';
+import { MapComponent } from './Map';
+import { DeckGLMap, type DeckMapView, type CountryClickPayload } from './DeckGLMap';
+import type {
+  MapLayers,
+  Hotspot,
+  NewsItem,
+  Earthquake,
+  InternetOutage,
+  RelatedAsset,
+  AssetType,
+  AisDisruptionEvent,
+  AisDensityZone,
+  CableAdvisory,
+  RepairShip,
+  SocialUnrestEvent,
+  AirportDelayAlert,
+  MilitaryFlight,
+  MilitaryVessel,
+  MilitaryFlightCluster,
+  MilitaryVesselCluster,
+  NaturalEvent,
+  UcdpGeoEvent,
+  DisplacementFlow,
+  ClimateAnomaly,
+  CyberThreat,
+} from '@/types';
+import type { WeatherAlert } from '@/services/weather';
+
+export type TimeRange = '1h' | '6h' | '24h' | '48h' | '7d' | 'all';
+export type MapView = 'global' | 'america' | 'mena' | 'eu' | 'asia' | 'latam' | 'africa' | 'oceania';
+
+export interface MapContainerState {
+  zoom: number;
+  pan: { x: number; y: number };
+  view: MapView;
+  layers: MapLayers;
+  timeRange: TimeRange;
+}
+
+interface TechEventMarker {
+  id: string;
+  title: string;
+  location: string;
+  lat: number;
+  lng: number;
+  country: string;
+  startDate: string;
+  endDate: string;
+  url: string | null;
+  daysUntil: number;
+}
+
+/**
+ * Unified map interface that delegates to either DeckGLMap or MapComponent
+ * based on device capabilities
+ */
+export class MapContainer {
+  private container: HTMLElement;
+  private isMobile: boolean;
+  private deckGLMap: DeckGLMap | null = null;
+  private svgMap: MapComponent | null = null;
+  private initialState: MapContainerState;
+  private useDeckGL: boolean;
+
+  constructor(container: HTMLElement, initialState: MapContainerState) {
+    this.container = container;
+    this.initialState = initialState;
+    this.isMobile = isMobileDevice();
+
+    // Use deck.gl on desktop with WebGL support, SVG on mobile
+    this.useDeckGL = !this.isMobile && this.hasWebGLSupport();
+
+    this.init();
+  }
+
+  private hasWebGLSupport(): boolean {
+    try {
+      const canvas = document.createElement('canvas');
+      const gl = canvas.getContext('webgl2') || canvas.getContext('webgl');
+      return !!gl;
+    } catch {
+      return false;
+    }
+  }
+
+  private init(): void {
+    if (this.useDeckGL) {
+      console.log('[MapContainer] Initializing deck.gl map (desktop mode)');
+      this.container.classList.add('deckgl-mode');
+      this.deckGLMap = new DeckGLMap(this.container, {
+        ...this.initialState,
+        view: this.initialState.view as DeckMapView,
+      });
+    } else {
+      console.log('[MapContainer] Initializing SVG map (mobile/fallback mode)');
+      this.container.classList.add('svg-mode');
+      this.svgMap = new MapComponent(this.container, this.initialState);
+    }
+  }
+
+  // Unified public API - delegates to active map implementation
+  public render(): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.render();
+    } else {
+      this.svgMap?.render();
+    }
+  }
+
+  public setView(view: MapView): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setView(view as DeckMapView);
+    } else {
+      this.svgMap?.setView(view);
+    }
+  }
+
+  public setZoom(zoom: number): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setZoom(zoom);
+    } else {
+      this.svgMap?.setZoom(zoom);
+    }
+  }
+
+  public setCenter(lat: number, lon: number, zoom?: number): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setCenter(lat, lon, zoom);
+    } else {
+      this.svgMap?.setCenter(lat, lon);
+      if (zoom != null) this.svgMap?.setZoom(zoom);
+    }
+  }
+
+  public getCenter(): { lat: number; lon: number } | null {
+    if (this.useDeckGL) {
+      return this.deckGLMap?.getCenter() ?? null;
+    }
+    return this.svgMap?.getCenter() ?? null;
+  }
+
+  public setTimeRange(range: TimeRange): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setTimeRange(range);
+    } else {
+      this.svgMap?.setTimeRange(range);
+    }
+  }
+
+  public getTimeRange(): TimeRange {
+    if (this.useDeckGL) {
+      return this.deckGLMap?.getTimeRange() ?? '7d';
+    }
+    return this.svgMap?.getTimeRange() ?? '7d';
+  }
+
+  public setLayers(layers: MapLayers): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setLayers(layers);
+    } else {
+      this.svgMap?.setLayers(layers);
+    }
+  }
+
+  public getState(): MapContainerState {
+    if (this.useDeckGL) {
+      const state = this.deckGLMap?.getState();
+      return state ? { ...state, view: state.view as MapView } : this.initialState;
+    }
+    return this.svgMap?.getState() ?? this.initialState;
+  }
+
+  // Data setters
+  public setEarthquakes(earthquakes: Earthquake[]): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setEarthquakes(earthquakes);
+    } else {
+      this.svgMap?.setEarthquakes(earthquakes);
+    }
+  }
+
+  public setWeatherAlerts(alerts: WeatherAlert[]): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setWeatherAlerts(alerts);
+    } else {
+      this.svgMap?.setWeatherAlerts(alerts);
+    }
+  }
+
+  public setOutages(outages: InternetOutage[]): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setOutages(outages);
+    } else {
+      this.svgMap?.setOutages(outages);
+    }
+  }
+
+  public setAisData(disruptions: AisDisruptionEvent[], density: AisDensityZone[]): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setAisData(disruptions, density);
+    } else {
+      this.svgMap?.setAisData(disruptions, density);
+    }
+  }
+
+  public setCableActivity(advisories: CableAdvisory[], repairShips: RepairShip[]): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setCableActivity(advisories, repairShips);
+    } else {
+      this.svgMap?.setCableActivity(advisories, repairShips);
+    }
+  }
+
+  public setProtests(events: SocialUnrestEvent[]): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setProtests(events);
+    } else {
+      this.svgMap?.setProtests(events);
+    }
+  }
+
+  public setFlightDelays(delays: AirportDelayAlert[]): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setFlightDelays(delays);
+    } else {
+      this.svgMap?.setFlightDelays(delays);
+    }
+  }
+
+  public setMilitaryFlights(flights: MilitaryFlight[], clusters: MilitaryFlightCluster[] = []): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setMilitaryFlights(flights, clusters);
+    } else {
+      this.svgMap?.setMilitaryFlights(flights, clusters);
+    }
+  }
+
+  public setMilitaryVessels(vessels: MilitaryVessel[], clusters: MilitaryVesselCluster[] = []): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setMilitaryVessels(vessels, clusters);
+    } else {
+      this.svgMap?.setMilitaryVessels(vessels, clusters);
+    }
+  }
+
+  public setNaturalEvents(events: NaturalEvent[]): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setNaturalEvents(events);
+    } else {
+      this.svgMap?.setNaturalEvents(events);
+    }
+  }
+
+  public setFires(fires: Array<{ lat: number; lon: number; brightness: number; frp: number; confidence: number; region: string; acq_date: string; daynight: string }>): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setFires(fires);
+    } else {
+      this.svgMap?.setFires(fires);
+    }
+  }
+
+  public setTechEvents(events: TechEventMarker[]): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setTechEvents(events);
+    } else {
+      this.svgMap?.setTechEvents(events);
+    }
+  }
+
+  public setUcdpEvents(events: UcdpGeoEvent[]): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setUcdpEvents(events);
+    }
+  }
+
+  public setDisplacementFlows(flows: DisplacementFlow[]): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setDisplacementFlows(flows);
+    }
+  }
+
+  public setClimateAnomalies(anomalies: ClimateAnomaly[]): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setClimateAnomalies(anomalies);
+    }
+  }
+
+  public setCyberThreats(threats: CyberThreat[]): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setCyberThreats(threats);
+    } else {
+      this.svgMap?.setCyberThreats(threats);
+    }
+  }
+
+  public setNewsLocations(data: Array<{ lat: number; lon: number; title: string; threatLevel: string }>): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setNewsLocations(data);
+    } else {
+      this.svgMap?.setNewsLocations(data);
+    }
+  }
+
+  public updateHotspotActivity(news: NewsItem[]): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.updateHotspotActivity(news);
+    } else {
+      this.svgMap?.updateHotspotActivity(news);
+    }
+  }
+
+  public updateMilitaryForEscalation(flights: MilitaryFlight[], vessels: MilitaryVessel[]): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.updateMilitaryForEscalation(flights, vessels);
+    } else {
+      this.svgMap?.updateMilitaryForEscalation(flights, vessels);
+    }
+  }
+
+  public getHotspotDynamicScore(hotspotId: string) {
+    if (this.useDeckGL) {
+      return this.deckGLMap?.getHotspotDynamicScore(hotspotId);
+    }
+    return this.svgMap?.getHotspotDynamicScore(hotspotId);
+  }
+
+  public highlightAssets(assets: RelatedAsset[] | null): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.highlightAssets(assets);
+    } else {
+      this.svgMap?.highlightAssets(assets);
+    }
+  }
+
+  // Callback setters - MapComponent uses different names
+  public onHotspotClicked(callback: (hotspot: Hotspot) => void): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setOnHotspotClick(callback);
+    } else {
+      this.svgMap?.onHotspotClicked(callback);
+    }
+  }
+
+  public onTimeRangeChanged(callback: (range: TimeRange) => void): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setOnTimeRangeChange(callback);
+    } else {
+      this.svgMap?.onTimeRangeChanged(callback);
+    }
+  }
+
+  public setOnLayerChange(callback: (layer: keyof MapLayers, enabled: boolean) => void): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setOnLayerChange(callback);
+    } else {
+      this.svgMap?.setOnLayerChange(callback);
+    }
+  }
+
+  public onStateChanged(callback: (state: MapContainerState) => void): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setOnStateChange((state) => {
+        callback({ ...state, view: state.view as MapView });
+      });
+    } else {
+      this.svgMap?.onStateChanged(callback);
+    }
+  }
+
+  public getHotspotLevels(): Record<string, string> {
+    if (this.useDeckGL) {
+      return this.deckGLMap?.getHotspotLevels() ?? {};
+    }
+    return this.svgMap?.getHotspotLevels() ?? {};
+  }
+
+  public setHotspotLevels(levels: Record<string, string>): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setHotspotLevels(levels);
+    } else {
+      this.svgMap?.setHotspotLevels(levels);
+    }
+  }
+
+  public initEscalationGetters(): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.initEscalationGetters();
+    } else {
+      this.svgMap?.initEscalationGetters();
+    }
+  }
+
+  // UI visibility methods
+  public hideLayerToggle(layer: keyof MapLayers): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.hideLayerToggle(layer);
+    } else {
+      this.svgMap?.hideLayerToggle(layer);
+    }
+  }
+
+  public setLayerLoading(layer: keyof MapLayers, loading: boolean): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setLayerLoading(layer, loading);
+    } else {
+      this.svgMap?.setLayerLoading(layer, loading);
+    }
+  }
+
+  public setLayerReady(layer: keyof MapLayers, hasData: boolean): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setLayerReady(layer, hasData);
+    } else {
+      this.svgMap?.setLayerReady(layer, hasData);
+    }
+  }
+
+  public flashAssets(assetType: AssetType, ids: string[]): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.flashAssets(assetType, ids);
+    }
+    // SVG map doesn't have flashAssets - only supported in deck.gl mode
+  }
+
+  // Layer enable/disable and trigger methods
+  public enableLayer(layer: keyof MapLayers): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.enableLayer(layer);
+    } else {
+      this.svgMap?.enableLayer(layer);
+    }
+  }
+
+  public triggerHotspotClick(id: string): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.triggerHotspotClick(id);
+    } else {
+      this.svgMap?.triggerHotspotClick(id);
+    }
+  }
+
+  public triggerConflictClick(id: string): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.triggerConflictClick(id);
+    } else {
+      this.svgMap?.triggerConflictClick(id);
+    }
+  }
+
+  public triggerBaseClick(id: string): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.triggerBaseClick(id);
+    } else {
+      this.svgMap?.triggerBaseClick(id);
+    }
+  }
+
+  public triggerPipelineClick(id: string): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.triggerPipelineClick(id);
+    } else {
+      this.svgMap?.triggerPipelineClick(id);
+    }
+  }
+
+  public triggerCableClick(id: string): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.triggerCableClick(id);
+    } else {
+      this.svgMap?.triggerCableClick(id);
+    }
+  }
+
+  public triggerDatacenterClick(id: string): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.triggerDatacenterClick(id);
+    } else {
+      this.svgMap?.triggerDatacenterClick(id);
+    }
+  }
+
+  public triggerNuclearClick(id: string): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.triggerNuclearClick(id);
+    } else {
+      this.svgMap?.triggerNuclearClick(id);
+    }
+  }
+
+  public triggerIrradiatorClick(id: string): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.triggerIrradiatorClick(id);
+    } else {
+      this.svgMap?.triggerIrradiatorClick(id);
+    }
+  }
+
+  public flashLocation(lat: number, lon: number, durationMs?: number): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.flashLocation(lat, lon, durationMs);
+    } else {
+      this.svgMap?.flashLocation(lat, lon, durationMs);
+    }
+  }
+
+  // Country click + highlight (deck.gl only)
+  public onCountryClicked(callback: (country: CountryClickPayload) => void): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setOnCountryClick(callback);
+    }
+  }
+
+  public highlightCountry(code: string): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.highlightCountry(code);
+    }
+  }
+
+  public clearCountryHighlight(): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.clearCountryHighlight();
+    }
+  }
+
+  public setRenderPaused(paused: boolean): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.setRenderPaused(paused);
+    }
+  }
+
+  // Utility methods
+  public isDeckGLMode(): boolean {
+    return this.useDeckGL;
+  }
+
+  public isMobileMode(): boolean {
+    return this.isMobile;
+  }
+
+  public destroy(): void {
+    if (this.useDeckGL) {
+      this.deckGLMap?.destroy();
+    } else {
+      this.svgMap?.destroy();
+    }
+  }
+}
diff --git a/src/components/MapPopup.ts b/src/components/MapPopup.ts
index 01f0c64b9..08a1c8ba2 100644
--- a/src/components/MapPopup.ts
+++ b/src/components/MapPopup.ts
@@ -1,12 +1,76 @@
-import type { ConflictZone, Hotspot, Earthquake, NewsItem, MilitaryBase, StrategicWaterway, APTGroup, NuclearFacility, EconomicCenter, GammaIrradiator, Pipeline, UnderseaCable, CableAdvisory, RepairShip, InternetOutage, AIDataCenter, AisDisruptionEvent, SocialUnrestEvent } from '@/types';
+import type { ConflictZone, Hotspot, Earthquake, NewsItem, MilitaryBase, StrategicWaterway, APTGroup, NuclearFacility, EconomicCenter, GammaIrradiator, Pipeline, UnderseaCable, CableAdvisory, RepairShip, InternetOutage, AIDataCenter, AisDisruptionEvent, SocialUnrestEvent, AirportDelayAlert, MilitaryFlight, MilitaryVessel, MilitaryFlightCluster, MilitaryVesselCluster, NaturalEvent, Port, Spaceport, CriticalMineralProject, CyberThreat } from '@/types';
 import type { WeatherAlert } from '@/services/weather';
 import { UNDERSEA_CABLES } from '@/config';
+import type { StartupHub, Accelerator, TechHQ, CloudRegion } from '@/config/tech-geo';
+import type { TechHubActivity } from '@/services/tech-activity';
+import type { GeoHubActivity } from '@/services/geo-activity';
+import { escapeHtml, sanitizeUrl } from '@/utils/sanitize';
+import { isMobileDevice } from '@/utils';
+import { fetchHotspotContext, formatArticleDate, extractDomain, type GdeltArticle } from '@/services/gdelt-intel';
+import { getNaturalEventIcon } from '@/services/eonet';
+import { getHotspotEscalation, getEscalationChange24h } from '@/services/hotspot-escalation';
 
-export type PopupType = 'conflict' | 'hotspot' | 'earthquake' | 'weather' | 'base' | 'waterway' | 'apt' | 'nuclear' | 'economic' | 'irradiator' | 'pipeline' | 'cable' | 'cable-advisory' | 'repair-ship' | 'outage' | 'datacenter' | 'ais' | 'protest';
+export type PopupType = 'conflict' | 'hotspot' | 'earthquake' | 'weather' | 'base' | 'waterway' | 'apt' | 'cyberThreat' | 'nuclear' | 'economic' | 'irradiator' | 'pipeline' | 'cable' | 'cable-advisory' | 'repair-ship' | 'outage' | 'datacenter' | 'datacenterCluster' | 'ais' | 'protest' | 'protestCluster' | 'flight' | 'militaryFlight' | 'militaryVessel' | 'militaryFlightCluster' | 'militaryVesselCluster' | 'natEvent' | 'port' | 'spaceport' | 'mineral' | 'startupHub' | 'cloudRegion' | 'techHQ' | 'accelerator' | 'techEvent' | 'techHQCluster' | 'techEventCluster' | 'techActivity' | 'geoActivity';
+
+interface TechEventPopupData {
+  id: string;
+  title: string;
+  location: string;
+  lat: number;
+  lng: number;
+  country: string;
+  startDate: string;
+  endDate: string;
+  url: string | null;
+  daysUntil: number;
+}
+
+interface TechHQClusterData {
+  items: TechHQ[];
+  city: string;
+  country: string;
+  count?: number;
+  faangCount?: number;
+  unicornCount?: number;
+  publicCount?: number;
+  sampled?: boolean;
+}
+
+interface TechEventClusterData {
+  items: TechEventPopupData[];
+  location: string;
+  country: string;
+  count?: number;
+  soonCount?: number;
+  sampled?: boolean;
+}
+
+interface ProtestClusterData {
+  items: SocialUnrestEvent[];
+  country: string;
+  count?: number;
+  riotCount?: number;
+  highSeverityCount?: number;
+  verifiedCount?: number;
+  totalFatalities?: number;
+  sampled?: boolean;
+}
+
+interface DatacenterClusterData {
+  items: AIDataCenter[];
+  region: string;
+  country: string;
+  count?: number;
+  totalChips?: number;
+  totalPowerMW?: number;
+  existingCount?: number;
+  plannedCount?: number;
+  sampled?: boolean;
+}
 
 interface PopupData {
   type: PopupType;
-  data: ConflictZone | Hotspot | Earthquake | WeatherAlert | MilitaryBase | StrategicWaterway | APTGroup | NuclearFacility | EconomicCenter | GammaIrradiator | Pipeline | UnderseaCable | CableAdvisory | RepairShip | InternetOutage | AIDataCenter | AisDisruptionEvent | SocialUnrestEvent;
+  data: ConflictZone | Hotspot | Earthquake | WeatherAlert | MilitaryBase | StrategicWaterway | APTGroup | CyberThreat | NuclearFacility | EconomicCenter | GammaIrradiator | Pipeline | UnderseaCable | CableAdvisory | RepairShip | InternetOutage | AIDataCenter | AisDisruptionEvent | SocialUnrestEvent | AirportDelayAlert | MilitaryFlight | MilitaryVessel | MilitaryFlightCluster | MilitaryVesselCluster | NaturalEvent | Port | Spaceport | CriticalMineralProject | StartupHub | CloudRegion | TechHQ | Accelerator | TechEventPopupData | TechHQClusterData | TechEventClusterData | ProtestClusterData | DatacenterClusterData | TechHubActivity | GeoHubActivity;
   relatedNews?: NewsItem[];
   x: number;
   y: number;
@@ -32,13 +96,67 @@ export class MapPopup {
     const content = this.renderContent(data);
     this.popup.innerHTML = content;
 
-    // Position popup
-    const maxX = this.container.clientWidth - 400;
-    const maxY = this.container.clientHeight - 300;
-    this.popup.style.left = `${Math.min(data.x + 20, maxX)}px`;
-    this.popup.style.top = `${Math.min(data.y - 20, maxY)}px`;
+    // Get container's viewport position for absolute positioning
+    const containerRect = this.container.getBoundingClientRect();
+
+    if (isMobileDevice()) {
+      // On mobile, center the popup horizontally and position in upper area
+      this.popup.style.left = '50%';
+      this.popup.style.transform = 'translateX(-50%)';
+      this.popup.style.top = `${Math.max(60, Math.min(containerRect.top + data.y, window.innerHeight * 0.4))}px`;
+    } else {
+      // Desktop: position near click with smart bounds checking
+      this.popup.style.transform = '';
+      const popupWidth = 380;
+      const bottomBuffer = 50; // Buffer from viewport bottom
+      const topBuffer = 60; // Header height
+
+      // Temporarily append popup off-screen to measure actual height
+      this.popup.style.visibility = 'hidden';
+      this.popup.style.top = '0';
+      this.popup.style.left = '-9999px';
+      document.body.appendChild(this.popup);
+      const popupHeight = this.popup.offsetHeight;
+      document.body.removeChild(this.popup);
+      this.popup.style.visibility = '';
+
+      // Convert container-relative coords to viewport coords
+      const viewportX = containerRect.left + data.x;
+      const viewportY = containerRect.top + data.y;
+
+      // Horizontal positioning (viewport-relative)
+      const maxX = window.innerWidth - popupWidth - 20;
+      let left = viewportX + 20;
+      if (left > maxX) {
+        // Position to the left of click if it would overflow right
+        left = Math.max(10, viewportX - popupWidth - 20);
+      }
+
+      // Vertical positioning - prefer below click, but flip above if needed
+      const availableBelow = window.innerHeight - viewportY - bottomBuffer;
+      const availableAbove = viewportY - topBuffer;
+
+      let top: number;
+      if (availableBelow >= popupHeight) {
+        // Enough space below - position below click
+        top = viewportY + 10;
+      } else if (availableAbove >= popupHeight) {
+        // Not enough below, but enough above - position above click
+        top = viewportY - popupHeight - 10;
+      } else {
+        // Limited space both ways - position at top buffer
+        top = topBuffer;
+      }
+
+      // CRITICAL: Ensure popup never goes above the top buffer (header area)
+      top = Math.max(topBuffer, top);
 
-    this.container.appendChild(this.popup);
+      this.popup.style.left = `${left}px`;
+      this.popup.style.top = `${top}px`;
+    }
+
+    // Append to body to avoid container overflow clipping
+    document.body.appendChild(this.popup);
 
     // Close button handler
     this.popup.querySelector('.popup-close')?.addEventListener('click', () => this.hide());
@@ -89,6 +207,8 @@ export class MapPopup {
         return this.renderWaterwayPopup(data.data as StrategicWaterway);
       case 'apt':
         return this.renderAPTPopup(data.data as APTGroup);
+      case 'cyberThreat':
+        return this.renderCyberThreatPopup(data.data as CyberThreat);
       case 'nuclear':
         return this.renderNuclearPopup(data.data as NuclearFacility);
       case 'economic':
@@ -107,10 +227,46 @@ export class MapPopup {
         return this.renderOutagePopup(data.data as InternetOutage);
       case 'datacenter':
         return this.renderDatacenterPopup(data.data as AIDataCenter);
+      case 'datacenterCluster':
+        return this.renderDatacenterClusterPopup(data.data as DatacenterClusterData);
       case 'ais':
         return this.renderAisPopup(data.data as AisDisruptionEvent);
       case 'protest':
         return this.renderProtestPopup(data.data as SocialUnrestEvent);
+      case 'protestCluster':
+        return this.renderProtestClusterPopup(data.data as ProtestClusterData);
+      case 'flight':
+        return this.renderFlightPopup(data.data as AirportDelayAlert);
+      case 'militaryFlight':
+        return this.renderMilitaryFlightPopup(data.data as MilitaryFlight);
+      case 'militaryVessel':
+        return this.renderMilitaryVesselPopup(data.data as MilitaryVessel);
+      case 'militaryFlightCluster':
+        return this.renderMilitaryFlightClusterPopup(data.data as MilitaryFlightCluster);
+      case 'militaryVesselCluster':
+        return this.renderMilitaryVesselClusterPopup(data.data as MilitaryVesselCluster);
+      case 'natEvent':
+        return this.renderNaturalEventPopup(data.data as NaturalEvent);
+      case 'port':
+        return this.renderPortPopup(data.data as Port);
+      case 'spaceport':
+        return this.renderSpaceportPopup(data.data as Spaceport);
+      case 'mineral':
+        return this.renderMineralPopup(data.data as CriticalMineralProject);
+      case 'startupHub':
+        return this.renderStartupHubPopup(data.data as StartupHub);
+      case 'cloudRegion':
+        return this.renderCloudRegionPopup(data.data as CloudRegion);
+      case 'techHQ':
+        return this.renderTechHQPopup(data.data as TechHQ);
+      case 'accelerator':
+        return this.renderAcceleratorPopup(data.data as Accelerator);
+      case 'techEvent':
+        return this.renderTechEventPopup(data.data as TechEventPopupData);
+      case 'techHQCluster':
+        return this.renderTechHQClusterPopup(data.data as TechHQClusterData);
+      case 'techEventCluster':
+        return this.renderTechEventClusterPopup(data.data as TechEventClusterData);
       default:
         return '';
     }
@@ -118,11 +274,11 @@ export class MapPopup {
 
   private renderConflictPopup(conflict: ConflictZone): string {
     const severityClass = conflict.intensity === 'high' ? 'high' : conflict.intensity === 'medium' ? 'medium' : 'low';
-    const severityLabel = conflict.intensity?.toUpperCase() || 'UNKNOWN';
+    const severityLabel = escapeHtml(conflict.intensity?.toUpperCase() || 'UNKNOWN');
 
     return `
       <div class="popup-header conflict">
-        <span class="popup-title">${conflict.name.toUpperCase()}</span>
+        <span class="popup-title">${escapeHtml(conflict.name.toUpperCase())}</span>
         <span class="popup-badge ${severityClass}">${severityLabel}</span>
         <button class="popup-close">×</button>
       </div>
@@ -130,27 +286,27 @@ export class MapPopup {
         <div class="popup-stats">
           <div class="popup-stat">
             <span class="stat-label">START DATE</span>
-            <span class="stat-value">${conflict.startDate || 'Unknown'}</span>
+            <span class="stat-value">${escapeHtml(conflict.startDate || 'Unknown')}</span>
           </div>
           <div class="popup-stat">
             <span class="stat-label">CASUALTIES</span>
-            <span class="stat-value">${conflict.casualties || 'Unknown'}</span>
+            <span class="stat-value">${escapeHtml(conflict.casualties || 'Unknown')}</span>
           </div>
           <div class="popup-stat">
             <span class="stat-label">DISPLACED</span>
-            <span class="stat-value">${conflict.displaced || 'Unknown'}</span>
+            <span class="stat-value">${escapeHtml(conflict.displaced || 'Unknown')}</span>
           </div>
           <div class="popup-stat">
             <span class="stat-label">LOCATION</span>
-            <span class="stat-value">${conflict.location || `${conflict.center[1]}°N, ${conflict.center[0]}°E`}</span>
+            <span class="stat-value">${escapeHtml(conflict.location || `${conflict.center[1]}°N, ${conflict.center[0]}°E`)}</span>
           </div>
         </div>
-        ${conflict.description ? `<p class="popup-description">${conflict.description}</p>` : ''}
+        ${conflict.description ? `<p class="popup-description">${escapeHtml(conflict.description)}</p>` : ''}
         ${conflict.parties && conflict.parties.length > 0 ? `
           <div class="popup-section">
             <span class="section-label">BELLIGERENTS</span>
             <div class="popup-tags">
-              ${conflict.parties.map(p => `<span class="popup-tag">${p}</span>`).join('')}
+              ${conflict.parties.map(p => `<span class="popup-tag">${escapeHtml(p)}</span>`).join('')}
             </div>
           </div>
         ` : ''}
@@ -158,7 +314,7 @@ export class MapPopup {
           <div class="popup-section">
             <span class="section-label">KEY DEVELOPMENTS</span>
             <ul class="popup-list">
-              ${conflict.keyDevelopments.map(d => `<li>${d}</li>`).join('')}
+              ${conflict.keyDevelopments.map(d => `<li>${escapeHtml(d)}</li>`).join('')}
             </ul>
           </div>
         ` : ''}
@@ -168,32 +324,153 @@ export class MapPopup {
 
   private renderHotspotPopup(hotspot: Hotspot, relatedNews?: NewsItem[]): string {
     const severityClass = hotspot.level || 'low';
-    const severityLabel = (hotspot.level || 'low').toUpperCase();
+    const severityLabel = escapeHtml((hotspot.level || 'low').toUpperCase());
+
+    // Get dynamic escalation score
+    const dynamicScore = getHotspotEscalation(hotspot.id);
+    const change24h = getEscalationChange24h(hotspot.id);
+
+    // Escalation score display
+    const escalationColors: Record<number, string> = { 1: '#44aa44', 2: '#88aa44', 3: '#ffaa00', 4: '#ff6600', 5: '#ff2222' };
+    const escalationLabels: Record<number, string> = { 1: 'STABLE', 2: 'WATCH', 3: 'ELEVATED', 4: 'HIGH', 5: 'CRITICAL' };
+    const trendIcons: Record<string, string> = { 'escalating': '↑', 'stable': '→', 'de-escalating': '↓' };
+    const trendColors: Record<string, string> = { 'escalating': '#ff4444', 'stable': '#ffaa00', 'de-escalating': '#44aa44' };
+
+    const displayScore = dynamicScore?.combinedScore ?? hotspot.escalationScore ?? 3;
+    const displayScoreInt = Math.round(displayScore);
+    const displayTrend = dynamicScore?.trend ?? hotspot.escalationTrend ?? 'stable';
+
+    const escalationSection = `
+      <div class="popup-section escalation-section">
+        <span class="section-label">ESCALATION ASSESSMENT</span>
+        <div class="escalation-display">
+          <div class="escalation-score" style="background: ${escalationColors[displayScoreInt] || '#888'}">
+            <span class="score-value">${displayScore.toFixed(1)}/5</span>
+            <span class="score-label">${escalationLabels[displayScoreInt] || 'UNKNOWN'}</span>
+          </div>
+          <div class="escalation-trend" style="color: ${trendColors[displayTrend] || '#888'}">
+            <span class="trend-icon">${trendIcons[displayTrend] || ''}</span>
+            <span class="trend-label">${escapeHtml(displayTrend.toUpperCase())}</span>
+          </div>
+        </div>
+        ${dynamicScore ? `
+          <div class="escalation-breakdown">
+            <div class="breakdown-header">
+              <span class="baseline-label">Baseline: ${dynamicScore.staticBaseline}/5</span>
+              ${change24h ? `
+                <span class="change-label ${change24h.change >= 0 ? 'rising' : 'falling'}">
+                  24h: ${change24h.change >= 0 ? '+' : ''}${change24h.change}
+                </span>
+              ` : ''}
+            </div>
+            <div class="breakdown-components">
+              <div class="breakdown-row">
+                <span class="component-label">News</span>
+                <div class="component-bar-bg">
+                  <div class="component-bar news" style="width: ${dynamicScore.components.newsActivity}%"></div>
+                </div>
+                <span class="component-value">${Math.round(dynamicScore.components.newsActivity)}</span>
+              </div>
+              <div class="breakdown-row">
+                <span class="component-label">CII</span>
+                <div class="component-bar-bg">
+                  <div class="component-bar cii" style="width: ${dynamicScore.components.ciiContribution}%"></div>
+                </div>
+                <span class="component-value">${Math.round(dynamicScore.components.ciiContribution)}</span>
+              </div>
+              <div class="breakdown-row">
+                <span class="component-label">Geo</span>
+                <div class="component-bar-bg">
+                  <div class="component-bar geo" style="width: ${dynamicScore.components.geoConvergence}%"></div>
+                </div>
+                <span class="component-value">${Math.round(dynamicScore.components.geoConvergence)}</span>
+              </div>
+              <div class="breakdown-row">
+                <span class="component-label">Military</span>
+                <div class="component-bar-bg">
+                  <div class="component-bar military" style="width: ${dynamicScore.components.militaryActivity}%"></div>
+                </div>
+                <span class="component-value">${Math.round(dynamicScore.components.militaryActivity)}</span>
+              </div>
+            </div>
+          </div>
+        ` : ''}
+        ${hotspot.escalationIndicators && hotspot.escalationIndicators.length > 0 ? `
+          <div class="escalation-indicators">
+            ${hotspot.escalationIndicators.map(i => `<span class="indicator-tag">• ${escapeHtml(i)}</span>`).join('')}
+          </div>
+        ` : ''}
+      </div>
+    `;
+
+    // Historical context section
+    const historySection = hotspot.history ? `
+      <div class="popup-section history-section">
+        <span class="section-label">HISTORICAL CONTEXT</span>
+        <div class="history-content">
+          ${hotspot.history.lastMajorEvent ? `
+            <div class="history-event">
+              <span class="history-label">Last Major Event:</span>
+              <span class="history-value">${escapeHtml(hotspot.history.lastMajorEvent)} ${hotspot.history.lastMajorEventDate ? `(${escapeHtml(hotspot.history.lastMajorEventDate)})` : ''}</span>
+            </div>
+          ` : ''}
+          ${hotspot.history.precedentDescription ? `
+            <div class="history-event">
+              <span class="history-label">Precedents:</span>
+              <span class="history-value">${escapeHtml(hotspot.history.precedentDescription)}</span>
+            </div>
+          ` : ''}
+          ${hotspot.history.cyclicalRisk ? `
+            <div class="history-event cyclical">
+              <span class="history-label">Cyclical Pattern:</span>
+              <span class="history-value">${escapeHtml(hotspot.history.cyclicalRisk)}</span>
+            </div>
+          ` : ''}
+        </div>
+      </div>
+    ` : '';
+
+    // "Why it matters" section
+    const whyItMattersSection = hotspot.whyItMatters ? `
+      <div class="popup-section why-matters-section">
+        <span class="section-label">WHY IT MATTERS</span>
+        <p class="why-matters-text">${escapeHtml(hotspot.whyItMatters)}</p>
+      </div>
+    ` : '';
 
     return `
       <div class="popup-header hotspot">
-        <span class="popup-title">${hotspot.name.toUpperCase()}</span>
+        <span class="popup-title">${escapeHtml(hotspot.name.toUpperCase())}</span>
         <span class="popup-badge ${severityClass}">${severityLabel}</span>
         <button class="popup-close">×</button>
       </div>
       <div class="popup-body">
-        ${hotspot.subtext ? `<div class="popup-subtitle">${hotspot.subtext}</div>` : ''}
-        ${hotspot.description ? `<p class="popup-description">${hotspot.description}</p>` : ''}
+        ${hotspot.subtext ? `<div class="popup-subtitle">${escapeHtml(hotspot.subtext)}</div>` : ''}
+        ${hotspot.description ? `<p class="popup-description">${escapeHtml(hotspot.description)}</p>` : ''}
+        ${escalationSection}
         <div class="popup-stats">
+          ${hotspot.location ? `
+            <div class="popup-stat">
+              <span class="stat-label">LOCATION</span>
+              <span class="stat-value">${escapeHtml(hotspot.location)}</span>
+            </div>
+          ` : ''}
           <div class="popup-stat">
             <span class="stat-label">COORDINATES</span>
-            <span class="stat-value">${hotspot.lat.toFixed(2)}°N, ${hotspot.lon.toFixed(2)}°E</span>
+            <span class="stat-value">${escapeHtml(`${hotspot.lat.toFixed(2)}°N, ${hotspot.lon.toFixed(2)}°E`)}</span>
           </div>
           <div class="popup-stat">
             <span class="stat-label">STATUS</span>
-            <span class="stat-value">${hotspot.status || 'Monitoring'}</span>
+            <span class="stat-value">${escapeHtml(hotspot.status || 'Monitoring')}</span>
           </div>
         </div>
+        ${whyItMattersSection}
+        ${historySection}
         ${hotspot.agencies && hotspot.agencies.length > 0 ? `
           <div class="popup-section">
             <span class="section-label">KEY ENTITIES</span>
             <div class="popup-tags">
-              ${hotspot.agencies.map(a => `<span class="popup-tag">${a}</span>`).join('')}
+              ${hotspot.agencies.map(a => `<span class="popup-tag">${escapeHtml(a)}</span>`).join('')}
             </div>
           </div>
         ` : ''}
@@ -203,17 +480,71 @@ export class MapPopup {
             <div class="popup-news">
               ${relatedNews.slice(0, 5).map(n => `
                 <div class="popup-news-item">
-                  <span class="news-source">${n.source}</span>
-                  <a href="${n.link}" target="_blank" class="news-title">${n.title}</a>
+                  <span class="news-source">${escapeHtml(n.source)}</span>
+                  <a href="${sanitizeUrl(n.link)}" target="_blank" class="news-title">${escapeHtml(n.title)}</a>
                 </div>
               `).join('')}
             </div>
           </div>
         ` : ''}
+        <div class="hotspot-gdelt-context" data-hotspot-id="${escapeHtml(hotspot.id)}">
+          <div class="hotspot-gdelt-header">Live Intelligence</div>
+          <div class="hotspot-gdelt-loading">Loading global news...</div>
+        </div>
       </div>
     `;
   }
 
+  public async loadHotspotGdeltContext(hotspot: Hotspot): Promise<void> {
+    if (!this.popup) return;
+
+    const container = this.popup.querySelector('.hotspot-gdelt-context');
+    if (!container) return;
+
+    try {
+      const articles = await fetchHotspotContext(hotspot);
+
+      if (!this.popup || !container.isConnected) return;
+
+      if (articles.length === 0) {
+        container.innerHTML = `
+          <div class="hotspot-gdelt-header">Live Intelligence</div>
+          <div class="hotspot-gdelt-loading">No recent global coverage</div>
+        `;
+        return;
+      }
+
+      container.innerHTML = `
+        <div class="hotspot-gdelt-header">Live Intelligence</div>
+        <div class="hotspot-gdelt-articles">
+          ${articles.slice(0, 5).map(article => this.renderGdeltArticle(article)).join('')}
+        </div>
+      `;
+    } catch (error) {
+      if (container.isConnected) {
+        container.innerHTML = `
+          <div class="hotspot-gdelt-header">Live Intelligence</div>
+          <div class="hotspot-gdelt-loading">Failed to load</div>
+        `;
+      }
+    }
+  }
+
+  private renderGdeltArticle(article: GdeltArticle): string {
+    const domain = article.source || extractDomain(article.url);
+    const timeAgo = formatArticleDate(article.date);
+
+    return `
+      <a href="${sanitizeUrl(article.url)}" target="_blank" rel="noopener" class="hotspot-gdelt-article">
+        <div class="article-meta">
+          <span>${escapeHtml(domain)}</span>
+          <span>${escapeHtml(timeAgo)}</span>
+        </div>
+        <div class="article-title">${escapeHtml(article.title)}</div>
+      </a>
+    `;
+  }
+
   private renderEarthquakePopup(earthquake: Earthquake): string {
     const severity = earthquake.magnitude >= 6 ? 'high' : earthquake.magnitude >= 5 ? 'medium' : 'low';
     const severityLabel = earthquake.magnitude >= 6 ? 'MAJOR' : earthquake.magnitude >= 5 ? 'MODERATE' : 'MINOR';
@@ -227,7 +558,7 @@ export class MapPopup {
         <button class="popup-close">×</button>
       </div>
       <div class="popup-body">
-        <p class="popup-location">${earthquake.place}</p>
+        <p class="popup-location">${escapeHtml(earthquake.place)}</p>
         <div class="popup-stats">
           <div class="popup-stat">
             <span class="stat-label">Depth</span>
@@ -242,7 +573,7 @@ export class MapPopup {
             <span class="stat-value">${timeAgo}</span>
           </div>
         </div>
-        <a href="${earthquake.url}" target="_blank" class="popup-link">View on USGS →</a>
+        <a href="${sanitizeUrl(earthquake.url)}" target="_blank" class="popup-link">View on USGS →</a>
       </div>
     `;
   }
@@ -259,28 +590,28 @@ export class MapPopup {
   }
 
   private renderWeatherPopup(alert: WeatherAlert): string {
-    const severityClass = alert.severity.toLowerCase();
+    const severityClass = escapeHtml(alert.severity.toLowerCase());
     const expiresIn = this.getTimeUntil(alert.expires);
 
     return `
       <div class="popup-header weather ${severityClass}">
-        <span class="popup-title">${alert.event.toUpperCase()}</span>
-        <span class="popup-badge ${severityClass}">${alert.severity.toUpperCase()}</span>
+        <span class="popup-title">${escapeHtml(alert.event.toUpperCase())}</span>
+        <span class="popup-badge ${severityClass}">${escapeHtml(alert.severity.toUpperCase())}</span>
         <button class="popup-close">×</button>
       </div>
       <div class="popup-body">
-        <p class="popup-headline">${alert.headline}</p>
+        <p class="popup-headline">${escapeHtml(alert.headline)}</p>
         <div class="popup-stats">
           <div class="popup-stat">
             <span class="stat-label">Area</span>
-            <span class="stat-value">${alert.areaDesc}</span>
+            <span class="stat-value">${escapeHtml(alert.areaDesc)}</span>
           </div>
           <div class="popup-stat">
             <span class="stat-label">Expires</span>
             <span class="stat-value">${expiresIn}</span>
           </div>
         </div>
-        <p class="popup-description">${alert.description.slice(0, 300)}${alert.description.length > 300 ? '...' : ''}</p>
+        <p class="popup-description">${escapeHtml(alert.description.slice(0, 300))}${alert.description.length > 300 ? '...' : ''}</p>
       </div>
     `;
   }
@@ -348,8 +679,8 @@ export class MapPopup {
   }
 
   private renderAisPopup(event: AisDisruptionEvent): string {
-    const severityClass = event.severity;
-    const severityLabel = event.severity.toUpperCase();
+    const severityClass = escapeHtml(event.severity);
+    const severityLabel = escapeHtml(event.severity.toUpperCase());
     const typeLabel = event.type === 'gap_spike' ? 'AIS GAP SPIKE' : 'CHOKEPOINT CONGESTION';
     const changeLabel = event.type === 'gap_spike' ? 'DARKENING' : 'DENSITY';
     const countLabel = event.type === 'gap_spike' ? 'DARK SHIPS' : 'VESSEL COUNT';
@@ -359,7 +690,7 @@ export class MapPopup {
 
     return `
       <div class="popup-header ais">
-        <span class="popup-title">${event.name.toUpperCase()}</span>
+        <span class="popup-title">${escapeHtml(event.name.toUpperCase())}</span>
         <span class="popup-badge ${severityClass}">${severityLabel}</span>
         <button class="popup-close">×</button>
       </div>
@@ -380,18 +711,18 @@ export class MapPopup {
           </div>
           <div class="popup-stat">
             <span class="stat-label">REGION</span>
-            <span class="stat-value">${event.region || `${event.lat.toFixed(2)}°, ${event.lon.toFixed(2)}°`}</span>
+            <span class="stat-value">${escapeHtml(event.region || `${event.lat.toFixed(2)}°, ${event.lon.toFixed(2)}°`)}</span>
           </div>
         </div>
-        <p class="popup-description">${event.description}</p>
+        <p class="popup-description">${escapeHtml(event.description)}</p>
       </div>
     `;
   }
 
   private renderProtestPopup(event: SocialUnrestEvent): string {
-    const severityClass = event.severity;
-    const severityLabel = event.severity.toUpperCase();
-    const eventTypeLabel = event.eventType.replace('_', ' ').toUpperCase();
+    const severityClass = escapeHtml(event.severity);
+    const severityLabel = escapeHtml(event.severity.toUpperCase());
+    const eventTypeLabel = escapeHtml(event.eventType.replace('_', ' ').toUpperCase());
     const icon = event.eventType === 'riot' ? '🔥' : event.eventType === 'strike' ? '✊' : '📢';
     const sourceLabel = event.sourceType === 'acled' ? 'ACLED (verified)' : 'GDELT';
     const validatedBadge = event.validated ? '<span class="popup-badge verified">VERIFIED</span>' : '';
@@ -399,13 +730,13 @@ export class MapPopup {
       ? `<div class="popup-stat"><span class="stat-label">FATALITIES</span><span class="stat-value alert">${event.fatalities}</span></div>`
       : '';
     const actorsSection = event.actors?.length
-      ? `<div class="popup-stat"><span class="stat-label">ACTORS</span><span class="stat-value">${event.actors.join(', ')}</span></div>`
+      ? `<div class="popup-stat"><span class="stat-label">ACTORS</span><span class="stat-value">${event.actors.map(a => escapeHtml(a)).join(', ')}</span></div>`
       : '';
     const tagsSection = event.tags?.length
-      ? `<div class="popup-tags">${event.tags.map(t => `<span class="popup-tag">${t}</span>`).join('')}</div>`
+      ? `<div class="popup-tags">${event.tags.map(t => `<span class="popup-tag">${escapeHtml(t)}</span>`).join('')}</div>`
       : '';
     const relatedHotspots = event.relatedHotspots?.length
-      ? `<div class="popup-related">Near: ${event.relatedHotspots.join(', ')}</div>`
+      ? `<div class="popup-related">Near: ${event.relatedHotspots.map(h => escapeHtml(h)).join(', ')}</div>`
       : '';
 
     return `
@@ -417,7 +748,7 @@ export class MapPopup {
         <button class="popup-close">×</button>
       </div>
       <div class="popup-body">
-        <div class="popup-subtitle">${event.city ? `${event.city}, ` : ''}${event.country}</div>
+        <div class="popup-subtitle">${event.city ? `${escapeHtml(event.city)}, ` : ''}${escapeHtml(event.country)}</div>
         <div class="popup-stats">
           <div class="popup-stat">
             <span class="stat-label">TIME</span>
@@ -430,13 +761,129 @@ export class MapPopup {
           ${fatalitiesSection}
           ${actorsSection}
         </div>
-        ${event.title ? `<p class="popup-description">${event.title}</p>` : ''}
+        ${event.title ? `<p class="popup-description">${escapeHtml(event.title)}</p>` : ''}
         ${tagsSection}
         ${relatedHotspots}
       </div>
     `;
   }
 
+  private renderProtestClusterPopup(data: ProtestClusterData): string {
+    const totalCount = data.count ?? data.items.length;
+    const riots = data.riotCount ?? data.items.filter(e => e.eventType === 'riot').length;
+    const highSeverity = data.highSeverityCount ?? data.items.filter(e => e.severity === 'high').length;
+    const verified = data.verifiedCount ?? data.items.filter(e => e.validated).length;
+    const totalFatalities = data.totalFatalities ?? data.items.reduce((sum, e) => sum + (e.fatalities || 0), 0);
+
+    const sortedItems = [...data.items].sort((a, b) => {
+      const severityOrder: Record<string, number> = { high: 0, medium: 1, low: 2 };
+      const typeOrder: Record<string, number> = { riot: 0, civil_unrest: 1, strike: 2, demonstration: 3, protest: 4 };
+      const sevDiff = (severityOrder[a.severity] ?? 3) - (severityOrder[b.severity] ?? 3);
+      if (sevDiff !== 0) return sevDiff;
+      return (typeOrder[a.eventType] ?? 5) - (typeOrder[b.eventType] ?? 5);
+    });
+
+    const listItems = sortedItems.slice(0, 10).map(event => {
+      const icon = event.eventType === 'riot' ? '🔥' : event.eventType === 'strike' ? '✊' : '📢';
+      const sevClass = event.severity;
+      const dateStr = event.time.toLocaleDateString('en-US', { month: 'short', day: 'numeric' });
+      const city = event.city ? escapeHtml(event.city) : '';
+      const title = event.title ? `: ${escapeHtml(event.title.slice(0, 40))}${event.title.length > 40 ? '...' : ''}` : '';
+      return `<li class="cluster-item ${sevClass}">${icon} ${dateStr}${city ? ` • ${city}` : ''}${title}</li>`;
+    }).join('');
+
+    const renderedCount = Math.min(10, data.items.length);
+    const remainingCount = Math.max(0, totalCount - renderedCount);
+    const moreCount = remainingCount > 0 ? `<li class="cluster-more">+${remainingCount} more events</li>` : '';
+    const headerClass = highSeverity > 0 ? 'high' : riots > 0 ? 'medium' : 'low';
+
+    return `
+      <div class="popup-header protest ${headerClass} cluster">
+        <span class="popup-title">📢 ${escapeHtml(data.country)}</span>
+        <span class="popup-badge">${totalCount} EVENTS</span>
+        <button class="popup-close">×</button>
+      </div>
+      <div class="popup-body cluster-popup">
+        <div class="cluster-summary">
+          ${riots ? `<span class="summary-item riot">🔥 ${riots} Riots</span>` : ''}
+          ${highSeverity ? `<span class="summary-item high">⚠️ ${highSeverity} High Severity</span>` : ''}
+          ${verified ? `<span class="summary-item verified">✓ ${verified} Verified</span>` : ''}
+          ${totalFatalities > 0 ? `<span class="summary-item fatalities">💀 ${totalFatalities} Fatalities</span>` : ''}
+        </div>
+        <ul class="cluster-list">${listItems}${moreCount}</ul>
+        ${data.sampled ? `<p class="popup-more">Showing a sampled list of ${data.items.length} events.</p>` : ''}
+      </div>
+    `;
+  }
+
+  private renderFlightPopup(delay: AirportDelayAlert): string {
+    const severityClass = escapeHtml(delay.severity);
+    const severityLabel = escapeHtml(delay.severity.toUpperCase());
+    const delayTypeLabels: Record<string, string> = {
+      'ground_stop': 'GROUND STOP',
+      'ground_delay': 'GROUND DELAY PROGRAM',
+      'departure_delay': 'DEPARTURE DELAYS',
+      'arrival_delay': 'ARRIVAL DELAYS',
+      'general': 'DELAYS REPORTED',
+    };
+    const delayTypeLabel = delayTypeLabels[delay.delayType] || 'DELAYS';
+    const icon = delay.delayType === 'ground_stop' ? '🛑' : delay.severity === 'severe' ? '✈️' : '🛫';
+    const sourceLabels: Record<string, string> = {
+      'faa': 'FAA ASWS',
+      'eurocontrol': 'Eurocontrol',
+      'computed': 'Computed',
+    };
+    const sourceLabel = sourceLabels[delay.source] || escapeHtml(delay.source);
+    const regionLabels: Record<string, string> = {
+      'americas': 'Americas',
+      'europe': 'Europe',
+      'apac': 'Asia-Pacific',
+      'mena': 'Middle East',
+      'africa': 'Africa',
+    };
+    const regionLabel = regionLabels[delay.region] || escapeHtml(delay.region);
+
+    const avgDelaySection = delay.avgDelayMinutes > 0
+      ? `<div class="popup-stat"><span class="stat-label">AVG DELAY</span><span class="stat-value alert">+${delay.avgDelayMinutes} min</span></div>`
+      : '';
+    const reasonSection = delay.reason
+      ? `<div class="popup-stat"><span class="stat-label">REASON</span><span class="stat-value">${escapeHtml(delay.reason)}</span></div>`
+      : '';
+    const cancelledSection = delay.cancelledFlights
+      ? `<div class="popup-stat"><span class="stat-label">CANCELLED</span><span class="stat-value alert">${delay.cancelledFlights} flights</span></div>`
+      : '';
+
+    return `
+      <div class="popup-header flight ${severityClass}">
+        <span class="popup-icon">${icon}</span>
+        <span class="popup-title">${escapeHtml(delay.iata)} - ${delayTypeLabel}</span>
+        <span class="popup-badge ${severityClass}">${severityLabel}</span>
+        <button class="popup-close">×</button>
+      </div>
+      <div class="popup-body">
+        <div class="popup-subtitle">${escapeHtml(delay.name)}</div>
+        <div class="popup-location">${escapeHtml(delay.city)}, ${escapeHtml(delay.country)}</div>
+        <div class="popup-stats">
+          ${avgDelaySection}
+          ${reasonSection}
+          ${cancelledSection}
+          <div class="popup-stat">
+            <span class="stat-label">REGION</span>
+            <span class="stat-value">${regionLabel}</span>
+          </div>
+          <div class="popup-stat">
+            <span class="stat-label">SOURCE</span>
+            <span class="stat-value">${sourceLabel}</span>
+          </div>
+          <div class="popup-stat">
+            <span class="stat-label">UPDATED</span>
+            <span class="stat-value">${delay.updatedAt.toLocaleTimeString()}</span>
+          </div>
+        </div>
+      </div>
+    `;
+  }
+
   private renderAPTPopup(apt: APTGroup): string {
     return `
       <div class="popup-header apt">
@@ -461,6 +908,57 @@ export class MapPopup {
     `;
   }
 
+  private renderCyberThreatPopup(threat: CyberThreat): string {
+    const severityClass = escapeHtml(threat.severity);
+    const sourceLabels: Record<string, string> = {
+      feodo: 'Feodo Tracker',
+      urlhaus: 'URLhaus',
+      c2intel: 'C2 Intel Feeds',
+      otx: 'AlienVault OTX',
+      abuseipdb: 'AbuseIPDB',
+    };
+    const sourceLabel = sourceLabels[threat.source] || threat.source;
+    const typeLabel = threat.type.replace(/_/g, ' ').toUpperCase();
+    const tags = (threat.tags || []).slice(0, 6);
+
+    return `
+      <div class="popup-header apt ${severityClass}">
+        <span class="popup-title">Cyber Threat</span>
+        <span class="popup-badge ${severityClass}">${escapeHtml(threat.severity.toUpperCase())}</span>
+        <button class="popup-close">×</button>
+      </div>
+      <div class="popup-body">
+        <div class="popup-subtitle">${escapeHtml(typeLabel)}</div>
+        <div class="popup-stats">
+          <div class="popup-stat">
+            <span class="stat-label">${escapeHtml(threat.indicatorType.toUpperCase())}</span>
+            <span class="stat-value">${escapeHtml(threat.indicator)}</span>
+          </div>
+          <div class="popup-stat">
+            <span class="stat-label">COUNTRY</span>
+            <span class="stat-value">${escapeHtml(threat.country || 'Unknown')}</span>
+          </div>
+          <div class="popup-stat">
+            <span class="stat-label">SOURCE</span>
+            <span class="stat-value">${escapeHtml(sourceLabel)}</span>
+          </div>
+          ${threat.malwareFamily ? `<div class="popup-stat">
+            <span class="stat-label">MALWARE</span>
+            <span class="stat-value">${escapeHtml(threat.malwareFamily)}</span>
+          </div>` : ''}
+          <div class="popup-stat">
+            <span class="stat-label">LAST SEEN</span>
+            <span class="stat-value">${escapeHtml(threat.lastSeen ? new Date(threat.lastSeen).toLocaleString() : 'Unknown')}</span>
+          </div>
+        </div>
+        ${tags.length > 0 ? `
+        <div class="popup-tags">
+          ${tags.map((tag) => `<span class="popup-tag">${escapeHtml(tag)}</span>`).join('')}
+        </div>` : ''}
+      </div>
+    `;
+  }
+
   private renderNuclearPopup(facility: NuclearFacility): string {
     const typeLabels: Record<string, string> = {
       'plant': 'POWER PLANT',
@@ -642,10 +1140,18 @@ export class MapPopup {
     const statusLabel = advisory ? (advisory.severity === 'fault' ? 'FAULT' : 'DEGRADED') : 'ACTIVE';
     const statusBadge = advisory ? (advisory.severity === 'fault' ? 'high' : 'elevated') : 'low';
     const repairEta = repairShip?.eta || advisory?.repairEta;
+    const cableName = escapeHtml(cable.name.toUpperCase());
+    const safeStatusLabel = escapeHtml(statusLabel);
+    const safeRepairEta = repairEta ? escapeHtml(repairEta) : '';
+    const advisoryTitle = advisory ? escapeHtml(advisory.title) : '';
+    const advisoryImpact = advisory ? escapeHtml(advisory.impact) : '';
+    const advisoryDescription = advisory ? escapeHtml(advisory.description) : '';
+    const repairShipName = repairShip ? escapeHtml(repairShip.name) : '';
+    const repairShipNote = repairShip ? escapeHtml(repairShip.note || 'Repair vessel tracking indicates active deployment toward fault site.') : '';
 
     return `
       <div class="popup-header cable">
-        <span class="popup-title">🌐 ${cable.name.toUpperCase()}</span>
+        <span class="popup-title">🌐 ${cableName}</span>
         <span class="popup-badge ${statusBadge}">${cable.major ? 'MAJOR' : 'CABLE'}</span>
         <button class="popup-close">×</button>
       </div>
@@ -662,12 +1168,12 @@ export class MapPopup {
           </div>
           <div class="popup-stat">
             <span class="stat-label">STATUS</span>
-            <span class="stat-value">${statusLabel}</span>
+            <span class="stat-value">${safeStatusLabel}</span>
           </div>
           ${repairEta ? `
           <div class="popup-stat">
             <span class="stat-label">REPAIR ETA</span>
-            <span class="stat-value">${repairEta}</span>
+            <span class="stat-value">${safeRepairEta}</span>
           </div>
           ` : ''}
         </div>
@@ -675,20 +1181,20 @@ export class MapPopup {
           <div class="popup-section">
             <span class="section-label">FAULT ADVISORY</span>
             <div class="popup-tags">
-              <span class="popup-tag">${advisory.title}</span>
-              <span class="popup-tag">${advisory.impact}</span>
+              <span class="popup-tag">${advisoryTitle}</span>
+              <span class="popup-tag">${advisoryImpact}</span>
             </div>
-            <p class="popup-description">${advisory.description}</p>
+            <p class="popup-description">${advisoryDescription}</p>
           </div>
         ` : ''}
         ${repairShip ? `
           <div class="popup-section">
             <span class="section-label">REPAIR DEPLOYMENT</span>
             <div class="popup-tags">
-              <span class="popup-tag">${repairShip.name}</span>
+              <span class="popup-tag">${repairShipName}</span>
               <span class="popup-tag">${repairShip.status === 'on-station' ? 'On Station' : 'En Route'}</span>
             </div>
-            <p class="popup-description">${repairShip.note || 'Repair vessel tracking indicates active deployment toward fault site.'}</p>
+            <p class="popup-description">${repairShipNote}</p>
           </div>
         ` : ''}
         <p class="popup-description">Undersea telecommunications cable carrying international internet traffic. These fiber optic cables form the backbone of global internet connectivity, transmitting over 95% of intercontinental data.</p>
@@ -700,15 +1206,20 @@ export class MapPopup {
     const cable = UNDERSEA_CABLES.find((item) => item.id === advisory.cableId);
     const timeAgo = this.getTimeAgo(advisory.reported);
     const statusLabel = advisory.severity === 'fault' ? 'FAULT' : 'DEGRADED';
+    const cableName = escapeHtml(cable?.name.toUpperCase() || advisory.cableId.toUpperCase());
+    const advisoryTitle = escapeHtml(advisory.title);
+    const advisoryImpact = escapeHtml(advisory.impact);
+    const advisoryEta = advisory.repairEta ? escapeHtml(advisory.repairEta) : '';
+    const advisoryDescription = escapeHtml(advisory.description);
 
     return `
       <div class="popup-header cable">
-        <span class="popup-title">🚨 ${cable?.name.toUpperCase() || advisory.cableId.toUpperCase()}</span>
+        <span class="popup-title">🚨 ${cableName}</span>
         <span class="popup-badge ${advisory.severity === 'fault' ? 'high' : 'elevated'}">${statusLabel}</span>
         <button class="popup-close">×</button>
       </div>
       <div class="popup-body">
-        <div class="popup-subtitle">${advisory.title}</div>
+        <div class="popup-subtitle">${advisoryTitle}</div>
         <div class="popup-stats">
           <div class="popup-stat">
             <span class="stat-label">REPORTED</span>
@@ -716,31 +1227,36 @@ export class MapPopup {
           </div>
           <div class="popup-stat">
             <span class="stat-label">IMPACT</span>
-            <span class="stat-value">${advisory.impact}</span>
+            <span class="stat-value">${advisoryImpact}</span>
           </div>
           ${advisory.repairEta ? `
           <div class="popup-stat">
             <span class="stat-label">ETA</span>
-            <span class="stat-value">${advisory.repairEta}</span>
+            <span class="stat-value">${advisoryEta}</span>
           </div>
           ` : ''}
         </div>
-        <p class="popup-description">${advisory.description}</p>
+        <p class="popup-description">${advisoryDescription}</p>
       </div>
     `;
   }
 
   private renderRepairShipPopup(ship: RepairShip): string {
     const cable = UNDERSEA_CABLES.find((item) => item.id === ship.cableId);
+    const shipName = escapeHtml(ship.name.toUpperCase());
+    const cableLabel = escapeHtml(cable?.name || ship.cableId);
+    const shipEta = escapeHtml(ship.eta);
+    const shipOperator = ship.operator ? escapeHtml(ship.operator) : '';
+    const shipNote = escapeHtml(ship.note || 'Repair ship tracking indicates active deployment in support of undersea cable restoration.');
 
     return `
       <div class="popup-header cable">
-        <span class="popup-title">🚢 ${ship.name.toUpperCase()}</span>
+        <span class="popup-title">🚢 ${shipName}</span>
         <span class="popup-badge elevated">REPAIR SHIP</span>
         <button class="popup-close">×</button>
       </div>
       <div class="popup-body">
-        <div class="popup-subtitle">${cable?.name || ship.cableId}</div>
+        <div class="popup-subtitle">${cableLabel}</div>
         <div class="popup-stats">
           <div class="popup-stat">
             <span class="stat-label">STATUS</span>
@@ -748,16 +1264,16 @@ export class MapPopup {
           </div>
           <div class="popup-stat">
             <span class="stat-label">ETA</span>
-            <span class="stat-value">${ship.eta}</span>
+            <span class="stat-value">${shipEta}</span>
           </div>
           ${ship.operator ? `
           <div class="popup-stat">
             <span class="stat-label">OPERATOR</span>
-            <span class="stat-value">${ship.operator}</span>
+            <span class="stat-value">${shipOperator}</span>
           </div>
           ` : ''}
         </div>
-        <p class="popup-description">${ship.note || 'Repair ship tracking indicates active deployment in support of undersea cable restoration.'}</p>
+        <p class="popup-description">${shipNote}</p>
       </div>
     `;
   }
@@ -789,19 +1305,20 @@ export class MapPopup {
       'partial': 'PARTIAL DISRUPTION',
     };
     const timeAgo = this.getTimeAgo(outage.pubDate);
+    const severityClass = escapeHtml(outage.severity);
 
     return `
-      <div class="popup-header outage ${outage.severity}">
-        <span class="popup-title">📡 ${outage.country.toUpperCase()}</span>
+      <div class="popup-header outage ${severityClass}">
+        <span class="popup-title">📡 ${escapeHtml(outage.country.toUpperCase())}</span>
         <span class="popup-badge ${severityColors[outage.severity] || 'low'}">${severityLabels[outage.severity] || 'DISRUPTION'}</span>
         <button class="popup-close">×</button>
       </div>
       <div class="popup-body">
-        <div class="popup-subtitle">${outage.title}</div>
+        <div class="popup-subtitle">${escapeHtml(outage.title)}</div>
         <div class="popup-stats">
           <div class="popup-stat">
             <span class="stat-label">SEVERITY</span>
-            <span class="stat-value">${outage.severity.toUpperCase()}</span>
+            <span class="stat-value">${escapeHtml(outage.severity.toUpperCase())}</span>
           </div>
           <div class="popup-stat">
             <span class="stat-label">REPORTED</span>
@@ -816,12 +1333,12 @@ export class MapPopup {
           <div class="popup-section">
             <span class="section-label">CATEGORIES</span>
             <div class="popup-tags">
-              ${outage.categories.slice(0, 5).map(c => `<span class="popup-tag">${c}</span>`).join('')}
+              ${outage.categories.slice(0, 5).map(c => `<span class="popup-tag">${escapeHtml(c)}</span>`).join('')}
             </div>
           </div>
         ` : ''}
-        <p class="popup-description">${outage.description.slice(0, 250)}${outage.description.length > 250 ? '...' : ''}</p>
-        <a href="${outage.link}" target="_blank" class="popup-link">Read full report →</a>
+        <p class="popup-description">${escapeHtml(outage.description.slice(0, 250))}${outage.description.length > 250 ? '...' : ''}</p>
+        <a href="${sanitizeUrl(outage.link)}" target="_blank" class="popup-link">Read full report →</a>
       </div>
     `;
   }
@@ -880,6 +1397,277 @@ export class MapPopup {
     `;
   }
 
+  private renderDatacenterClusterPopup(data: DatacenterClusterData): string {
+    const totalCount = data.count ?? data.items.length;
+    const totalChips = data.totalChips ?? data.items.reduce((sum, dc) => sum + dc.chipCount, 0);
+    const totalPower = data.totalPowerMW ?? data.items.reduce((sum, dc) => sum + (dc.powerMW || 0), 0);
+    const existingCount = data.existingCount ?? data.items.filter(dc => dc.status === 'existing').length;
+    const plannedCount = data.plannedCount ?? data.items.filter(dc => dc.status === 'planned').length;
+
+    const formatNumber = (n: number) => {
+      if (n >= 1000000) return `${(n / 1000000).toFixed(1)}M`;
+      if (n >= 1000) return `${(n / 1000).toFixed(0)}K`;
+      return n.toString();
+    };
+
+    const dcListHtml = data.items.slice(0, 8).map(dc => `
+      <div class="cluster-item">
+        <span class="cluster-item-icon">${dc.status === 'planned' ? '🔨' : '🖥️'}</span>
+        <div class="cluster-item-info">
+          <span class="cluster-item-name">${escapeHtml(dc.name.slice(0, 40))}${dc.name.length > 40 ? '...' : ''}</span>
+          <span class="cluster-item-detail">${escapeHtml(dc.owner)} • ${formatNumber(dc.chipCount)} chips</span>
+        </div>
+      </div>
+    `).join('');
+
+    return `
+      <div class="popup-header datacenter cluster">
+        <span class="popup-title">🖥️ ${totalCount} Data Centers</span>
+        <span class="popup-badge elevated">${escapeHtml(data.region)}</span>
+        <button class="popup-close">×</button>
+      </div>
+      <div class="popup-body">
+        <div class="popup-subtitle">${escapeHtml(data.country)}</div>
+        <div class="popup-stats">
+          <div class="popup-stat">
+            <span class="stat-label">TOTAL CHIPS</span>
+            <span class="stat-value">${formatNumber(totalChips)}</span>
+          </div>
+          ${totalPower > 0 ? `
+          <div class="popup-stat">
+            <span class="stat-label">TOTAL POWER</span>
+            <span class="stat-value">${totalPower.toFixed(0)} MW</span>
+          </div>
+          ` : ''}
+          <div class="popup-stat">
+            <span class="stat-label">OPERATIONAL</span>
+            <span class="stat-value">${existingCount}</span>
+          </div>
+          <div class="popup-stat">
+            <span class="stat-label">PLANNED</span>
+            <span class="stat-value">${plannedCount}</span>
+          </div>
+        </div>
+        <div class="cluster-list">
+          ${dcListHtml}
+        </div>
+        ${totalCount > 8 ? `<p class="popup-more">+ ${Math.max(0, totalCount - 8)} more data centers</p>` : ''}
+        ${data.sampled ? `<p class="popup-more">Showing a sampled list of ${data.items.length} sites.</p>` : ''}
+        <div class="popup-attribution">Data: Epoch AI GPU Clusters</div>
+      </div>
+    `;
+  }
+
+  private renderStartupHubPopup(hub: StartupHub): string {
+    const tierLabels: Record<string, string> = { 'mega': 'MEGA HUB', 'major': 'MAJOR HUB', 'emerging': 'EMERGING' };
+    const tierIcons: Record<string, string> = { 'mega': '🦄', 'major': '🚀', 'emerging': '💡' };
+    return `
+      <div class="popup-header startup-hub ${hub.tier}">
+        <span class="popup-title">${tierIcons[hub.tier] || '🚀'} ${escapeHtml(hub.name)}</span>
+        <span class="popup-badge ${hub.tier}">${tierLabels[hub.tier] || 'HUB'}</span>
+        <button class="popup-close">×</button>
+      </div>
+      <div class="popup-body">
+        <div class="popup-subtitle">${escapeHtml(hub.city)}, ${escapeHtml(hub.country)}</div>
+        ${hub.unicorns ? `
+        <div class="popup-stats">
+          <div class="popup-stat">
+            <span class="stat-label">UNICORNS</span>
+            <span class="stat-value">${hub.unicorns}+</span>
+          </div>
+        </div>
+        ` : ''}
+        ${hub.description ? `<p class="popup-description">${escapeHtml(hub.description)}</p>` : ''}
+      </div>
+    `;
+  }
+
+  private renderCloudRegionPopup(region: CloudRegion): string {
+    const providerNames: Record<string, string> = { 'aws': 'Amazon Web Services', 'gcp': 'Google Cloud Platform', 'azure': 'Microsoft Azure', 'cloudflare': 'Cloudflare' };
+    const providerIcons: Record<string, string> = { 'aws': '🟠', 'gcp': '🔵', 'azure': '🟣', 'cloudflare': '🟡' };
+    return `
+      <div class="popup-header cloud-region ${region.provider}">
+        <span class="popup-title">${providerIcons[region.provider] || '☁️'} ${escapeHtml(region.name)}</span>
+        <span class="popup-badge ${region.provider}">${region.provider.toUpperCase()}</span>
+        <button class="popup-close">×</button>
+      </div>
+      <div class="popup-body">
+        <div class="popup-subtitle">${escapeHtml(region.city)}, ${escapeHtml(region.country)}</div>
+        <div class="popup-stats">
+          <div class="popup-stat">
+            <span class="stat-label">PROVIDER</span>
+            <span class="stat-value">${providerNames[region.provider] || region.provider}</span>
+          </div>
+          ${region.zones ? `
+          <div class="popup-stat">
+            <span class="stat-label">AVAILABILITY ZONES</span>
+            <span class="stat-value">${region.zones}</span>
+          </div>
+          ` : ''}
+        </div>
+      </div>
+    `;
+  }
+
+  private renderTechHQPopup(hq: TechHQ): string {
+    const typeLabels: Record<string, string> = { 'faang': 'BIG TECH', 'unicorn': 'UNICORN', 'public': 'PUBLIC' };
+    const typeIcons: Record<string, string> = { 'faang': '🏛️', 'unicorn': '🦄', 'public': '🏢' };
+    return `
+      <div class="popup-header tech-hq ${hq.type}">
+        <span class="popup-title">${typeIcons[hq.type] || '🏢'} ${escapeHtml(hq.company)}</span>
+        <span class="popup-badge ${hq.type}">${typeLabels[hq.type] || 'TECH'}</span>
+        <button class="popup-close">×</button>
+      </div>
+      <div class="popup-body">
+        <div class="popup-subtitle">${escapeHtml(hq.city)}, ${escapeHtml(hq.country)}</div>
+        <div class="popup-stats">
+          ${hq.marketCap ? `
+          <div class="popup-stat">
+            <span class="stat-label">MARKET CAP</span>
+            <span class="stat-value">${escapeHtml(hq.marketCap)}</span>
+          </div>
+          ` : ''}
+          ${hq.employees ? `
+          <div class="popup-stat">
+            <span class="stat-label">EMPLOYEES</span>
+            <span class="stat-value">${hq.employees.toLocaleString()}</span>
+          </div>
+          ` : ''}
+        </div>
+      </div>
+    `;
+  }
+
+  private renderAcceleratorPopup(acc: Accelerator): string {
+    const typeLabels: Record<string, string> = { 'accelerator': 'ACCELERATOR', 'incubator': 'INCUBATOR', 'studio': 'STARTUP STUDIO' };
+    const typeIcons: Record<string, string> = { 'accelerator': '🎯', 'incubator': '🔬', 'studio': '🎨' };
+    return `
+      <div class="popup-header accelerator ${acc.type}">
+        <span class="popup-title">${typeIcons[acc.type] || '🎯'} ${escapeHtml(acc.name)}</span>
+        <span class="popup-badge ${acc.type}">${typeLabels[acc.type] || 'ACCELERATOR'}</span>
+        <button class="popup-close">×</button>
+      </div>
+      <div class="popup-body">
+        <div class="popup-subtitle">${escapeHtml(acc.city)}, ${escapeHtml(acc.country)}</div>
+        <div class="popup-stats">
+          ${acc.founded ? `
+          <div class="popup-stat">
+            <span class="stat-label">FOUNDED</span>
+            <span class="stat-value">${acc.founded}</span>
+          </div>
+          ` : ''}
+        </div>
+        ${acc.notable && acc.notable.length > 0 ? `
+        <div class="popup-notable">
+          <span class="notable-label">NOTABLE ALUMNI</span>
+          <span class="notable-list">${acc.notable.map(n => escapeHtml(n)).join(', ')}</span>
+        </div>
+        ` : ''}
+      </div>
+    `;
+  }
+
+  private renderTechEventPopup(event: TechEventPopupData): string {
+    const startDate = new Date(event.startDate);
+    const endDate = new Date(event.endDate);
+    const dateStr = startDate.toLocaleDateString('en-US', { month: 'short', day: 'numeric', year: 'numeric' });
+    const endDateStr = endDate > startDate && endDate.toDateString() !== startDate.toDateString()
+      ? ` - ${endDate.toLocaleDateString('en-US', { month: 'short', day: 'numeric' })}`
+      : '';
+
+    const urgencyClass = event.daysUntil <= 7 ? 'urgent' : event.daysUntil <= 30 ? 'soon' : '';
+    const daysLabel = event.daysUntil === 0 ? 'TODAY' : event.daysUntil === 1 ? 'TOMORROW' : `IN ${event.daysUntil} DAYS`;
+
+    return `
+      <div class="popup-header tech-event ${urgencyClass}">
+        <span class="popup-title">📅 ${escapeHtml(event.title)}</span>
+        <span class="popup-badge ${urgencyClass}">${daysLabel}</span>
+        <button class="popup-close">×</button>
+      </div>
+      <div class="popup-body">
+        <div class="popup-subtitle">📍 ${escapeHtml(event.location)}, ${escapeHtml(event.country)}</div>
+        <div class="popup-stats">
+          <div class="popup-stat">
+            <span class="stat-label">DATE</span>
+            <span class="stat-value">${dateStr}${endDateStr}</span>
+          </div>
+          <div class="popup-stat">
+            <span class="stat-label">LOCATION</span>
+            <span class="stat-value">${escapeHtml(event.location)}</span>
+          </div>
+        </div>
+        ${event.url ? `
+        <a href="${sanitizeUrl(event.url)}" target="_blank" rel="noopener noreferrer" class="popup-link">
+          More Information →
+        </a>
+        ` : ''}
+      </div>
+    `;
+  }
+
+  private renderTechHQClusterPopup(data: TechHQClusterData): string {
+    const totalCount = data.count ?? data.items.length;
+    const unicornCount = data.unicornCount ?? data.items.filter(h => h.type === 'unicorn').length;
+    const faangCount = data.faangCount ?? data.items.filter(h => h.type === 'faang').length;
+    const publicCount = data.publicCount ?? data.items.filter(h => h.type === 'public').length;
+
+    const sortedItems = [...data.items].sort((a, b) => {
+      const typeOrder = { faang: 0, unicorn: 1, public: 2 };
+      return (typeOrder[a.type] ?? 3) - (typeOrder[b.type] ?? 3);
+    });
+
+    const listItems = sortedItems.map(hq => {
+      const icon = hq.type === 'faang' ? '🏛️' : hq.type === 'unicorn' ? '🦄' : '🏢';
+      const marketCap = hq.marketCap ? ` (${hq.marketCap})` : '';
+      return `<li class="cluster-item ${hq.type}">${icon} ${escapeHtml(hq.company)}${marketCap}</li>`;
+    }).join('');
+
+    return `
+      <div class="popup-header tech-hq cluster">
+        <span class="popup-title">🏙️ ${escapeHtml(data.city)}</span>
+        <span class="popup-badge">${totalCount} COMPANIES</span>
+        <button class="popup-close">×</button>
+      </div>
+      <div class="popup-body cluster-popup">
+        <div class="popup-subtitle">📍 ${escapeHtml(data.city)}, ${escapeHtml(data.country)}</div>
+        <div class="cluster-summary">
+          ${faangCount ? `<span class="summary-item faang">🏛️ ${faangCount} Big Tech</span>` : ''}
+          ${unicornCount ? `<span class="summary-item unicorn">🦄 ${unicornCount} Unicorns</span>` : ''}
+          ${publicCount ? `<span class="summary-item public">🏢 ${publicCount} Public</span>` : ''}
+        </div>
+        <ul class="cluster-list">${listItems}</ul>
+        ${data.sampled ? `<p class="popup-more">Showing a sampled list of ${data.items.length} companies.</p>` : ''}
+      </div>
+    `;
+  }
+
+  private renderTechEventClusterPopup(data: TechEventClusterData): string {
+    const totalCount = data.count ?? data.items.length;
+    const upcomingSoon = data.soonCount ?? data.items.filter(e => e.daysUntil <= 14).length;
+    const sortedItems = [...data.items].sort((a, b) => a.daysUntil - b.daysUntil);
+
+    const listItems = sortedItems.map(event => {
+      const startDate = new Date(event.startDate);
+      const dateStr = startDate.toLocaleDateString('en-US', { month: 'short', day: 'numeric' });
+      const urgencyClass = event.daysUntil <= 7 ? 'urgent' : event.daysUntil <= 30 ? 'soon' : '';
+      return `<li class="cluster-item ${urgencyClass}">📅 ${dateStr}: ${escapeHtml(event.title)}</li>`;
+    }).join('');
+
+    return `
+      <div class="popup-header tech-event cluster">
+        <span class="popup-title">📅 ${escapeHtml(data.location)}</span>
+        <span class="popup-badge">${totalCount} EVENTS</span>
+        <button class="popup-close">×</button>
+      </div>
+      <div class="popup-body cluster-popup">
+        <div class="popup-subtitle">📍 ${escapeHtml(data.location)}, ${escapeHtml(data.country)}</div>
+        ${upcomingSoon ? `<div class="cluster-summary"><span class="summary-item soon">⚡ ${upcomingSoon} upcoming within 2 weeks</span></div>` : ''}
+        <ul class="cluster-list">${listItems}</ul>
+        ${data.sampled ? `<p class="popup-more">Showing a sampled list of ${data.items.length} events.</p>` : ''}
+      </div>
+    `;
+  }
+
   private getMarketStatus(hours: { open: string; close: string; timezone: string }): string {
     try {
       const now = new Date();
@@ -906,4 +1694,490 @@ export class MapPopup {
       return 'UNKNOWN';
     }
   }
+
+  private renderMilitaryFlightPopup(flight: MilitaryFlight): string {
+    const operatorLabels: Record<string, string> = {
+      usaf: 'US Air Force',
+      usn: 'US Navy',
+      usmc: 'US Marines',
+      usa: 'US Army',
+      raf: 'Royal Air Force',
+      rn: 'Royal Navy',
+      faf: 'French Air Force',
+      gaf: 'German Air Force',
+      plaaf: 'PLA Air Force',
+      plan: 'PLA Navy',
+      vks: 'Russian Aerospace',
+      iaf: 'Israeli Air Force',
+      nato: 'NATO',
+      other: 'Unknown',
+    };
+    const typeLabels: Record<string, string> = {
+      fighter: 'Fighter',
+      bomber: 'Bomber',
+      transport: 'Transport',
+      tanker: 'Tanker',
+      awacs: 'AWACS/AEW',
+      reconnaissance: 'Reconnaissance',
+      helicopter: 'Helicopter',
+      drone: 'UAV/Drone',
+      patrol: 'Patrol',
+      special_ops: 'Special Operations',
+      vip: 'VIP Transport',
+      unknown: 'Unknown',
+    };
+    const confidenceColors: Record<string, string> = {
+      high: 'elevated',
+      medium: 'low',
+      low: 'low',
+    };
+    const callsign = escapeHtml(flight.callsign || 'Unknown');
+    const aircraftTypeBadge = escapeHtml(flight.aircraftType.toUpperCase());
+    const operatorLabel = escapeHtml(operatorLabels[flight.operator] || flight.operatorCountry || 'Unknown');
+    const hexCode = escapeHtml(flight.hexCode || '');
+    const aircraftType = escapeHtml(typeLabels[flight.aircraftType] || flight.aircraftType);
+    const squawk = flight.squawk ? escapeHtml(flight.squawk) : '';
+    const note = flight.note ? escapeHtml(flight.note) : '';
+
+    return `
+      <div class="popup-header military-flight ${flight.operator}">
+        <span class="popup-title">${callsign}</span>
+        <span class="popup-badge ${confidenceColors[flight.confidence] || 'low'}">${aircraftTypeBadge}</span>
+        <button class="popup-close">×</button>
+      </div>
+      <div class="popup-body">
+        <div class="popup-subtitle">${operatorLabel}</div>
+        <div class="popup-stats">
+          <div class="popup-stat">
+            <span class="stat-label">ALTITUDE</span>
+            <span class="stat-value">${flight.altitude > 0 ? `FL${Math.round(flight.altitude / 100)}` : 'Ground'}</span>
+          </div>
+          <div class="popup-stat">
+            <span class="stat-label">SPEED</span>
+            <span class="stat-value">${flight.speed} kts</span>
+          </div>
+          <div class="popup-stat">
+            <span class="stat-label">HEADING</span>
+            <span class="stat-value">${Math.round(flight.heading)}°</span>
+          </div>
+          <div class="popup-stat">
+            <span class="stat-label">HEX CODE</span>
+            <span class="stat-value">${hexCode}</span>
+          </div>
+          <div class="popup-stat">
+            <span class="stat-label">TYPE</span>
+            <span class="stat-value">${aircraftType}</span>
+          </div>
+          ${flight.squawk ? `
+          <div class="popup-stat">
+            <span class="stat-label">SQUAWK</span>
+            <span class="stat-value">${squawk}</span>
+          </div>
+          ` : ''}
+        </div>
+        ${flight.note ? `<p class="popup-description">${note}</p>` : ''}
+        <div class="popup-attribution">Source: OpenSky Network</div>
+      </div>
+    `;
+  }
+
+  private renderMilitaryVesselPopup(vessel: MilitaryVessel): string {
+    const operatorLabels: Record<string, string> = {
+      usn: 'US Navy',
+      uscg: 'US Coast Guard',
+      rn: 'Royal Navy',
+      fn: 'French Navy',
+      plan: 'PLA Navy',
+      ruf: 'Russian Navy',
+      jmsdf: 'Japan Maritime SDF',
+      rokn: 'ROK Navy',
+      other: 'Unknown',
+    };
+    const typeLabels: Record<string, string> = {
+      carrier: 'Aircraft Carrier',
+      destroyer: 'Destroyer',
+      frigate: 'Frigate',
+      submarine: 'Submarine',
+      amphibious: 'Amphibious',
+      patrol: 'Patrol',
+      auxiliary: 'Auxiliary',
+      research: 'Research',
+      icebreaker: 'Icebreaker',
+      special: 'Special',
+      unknown: 'Unknown',
+    };
+
+    const darkWarning = vessel.isDark
+      ? '<span class="popup-badge high">AIS DARK</span>'
+      : '';
+
+    // Show AIS ship type when military type is unknown
+    const displayType = vessel.vesselType === 'unknown' && vessel.aisShipType
+      ? vessel.aisShipType
+      : (typeLabels[vessel.vesselType] || vessel.vesselType);
+    const badgeType = vessel.vesselType === 'unknown' && vessel.aisShipType
+      ? vessel.aisShipType.toUpperCase()
+      : vessel.vesselType.toUpperCase();
+    const vesselName = escapeHtml(vessel.name || `Vessel ${vessel.mmsi}`);
+    const vesselOperator = escapeHtml(operatorLabels[vessel.operator] || vessel.operatorCountry || 'Unknown');
+    const vesselTypeLabel = escapeHtml(displayType);
+    const vesselBadgeType = escapeHtml(badgeType);
+    const vesselMmsi = escapeHtml(vessel.mmsi);
+    const vesselHull = vessel.hullNumber ? escapeHtml(vessel.hullNumber) : '';
+    const vesselNote = vessel.note ? escapeHtml(vessel.note) : '';
+
+    return `
+      <div class="popup-header military-vessel ${vessel.operator}">
+        <span class="popup-title">${vesselName}</span>
+        ${darkWarning}
+        <span class="popup-badge elevated">${vesselBadgeType}</span>
+        <button class="popup-close">×</button>
+      </div>
+      <div class="popup-body">
+        <div class="popup-subtitle">${vesselOperator}</div>
+        <div class="popup-stats">
+          <div class="popup-stat">
+            <span class="stat-label">TYPE</span>
+            <span class="stat-value">${vesselTypeLabel}</span>
+          </div>
+          <div class="popup-stat">
+            <span class="stat-label">SPEED</span>
+            <span class="stat-value">${vessel.speed} kts</span>
+          </div>
+          <div class="popup-stat">
+            <span class="stat-label">HEADING</span>
+            <span class="stat-value">${Math.round(vessel.heading)}°</span>
+          </div>
+          <div class="popup-stat">
+            <span class="stat-label">MMSI</span>
+            <span class="stat-value">${vesselMmsi}</span>
+          </div>
+          ${vessel.hullNumber ? `
+          <div class="popup-stat">
+            <span class="stat-label">HULL #</span>
+            <span class="stat-value">${vesselHull}</span>
+          </div>
+          ` : ''}
+        </div>
+        ${vessel.note ? `<p class="popup-description">${vesselNote}</p>` : ''}
+        ${vessel.isDark ? '<p class="popup-description alert">⚠ Vessel has gone dark - AIS signal lost. May indicate sensitive operations.</p>' : ''}
+      </div>
+    `;
+  }
+
+  private renderMilitaryFlightClusterPopup(cluster: MilitaryFlightCluster): string {
+    const activityLabels: Record<string, string> = {
+      exercise: 'Military Exercise',
+      patrol: 'Patrol Activity',
+      transport: 'Transport Operations',
+      unknown: 'Military Activity',
+    };
+    const activityColors: Record<string, string> = {
+      exercise: 'high',
+      patrol: 'elevated',
+      transport: 'low',
+      unknown: 'low',
+    };
+
+    const activityType = cluster.activityType || 'unknown';
+    const clusterName = escapeHtml(cluster.name);
+    const activityTypeLabel = escapeHtml(activityType.toUpperCase());
+    const dominantOperator = cluster.dominantOperator ? escapeHtml(cluster.dominantOperator.toUpperCase()) : '';
+    const flightSummary = cluster.flights
+      .slice(0, 5)
+      .map(f => `<div class="cluster-flight-item">${escapeHtml(f.callsign)} - ${escapeHtml(f.aircraftType)}</div>`)
+      .join('');
+    const moreFlights = cluster.flightCount > 5
+      ? `<div class="cluster-more">+${cluster.flightCount - 5} more aircraft</div>`
+      : '';
+
+    return `
+      <div class="popup-header military-cluster">
+        <span class="popup-title">${clusterName}</span>
+        <span class="popup-badge ${activityColors[activityType] || 'low'}">${cluster.flightCount} AIRCRAFT</span>
+        <button class="popup-close">×</button>
+      </div>
+      <div class="popup-body">
+        <div class="popup-subtitle">${activityLabels[activityType] || 'Military Activity'}</div>
+        <div class="popup-stats">
+          <div class="popup-stat">
+            <span class="stat-label">AIRCRAFT</span>
+            <span class="stat-value">${cluster.flightCount}</span>
+          </div>
+          <div class="popup-stat">
+            <span class="stat-label">ACTIVITY</span>
+            <span class="stat-value">${activityTypeLabel}</span>
+          </div>
+          ${cluster.dominantOperator ? `
+          <div class="popup-stat">
+            <span class="stat-label">PRIMARY</span>
+            <span class="stat-value">${dominantOperator}</span>
+          </div>
+          ` : ''}
+        </div>
+        <div class="popup-section">
+          <span class="section-label">TRACKED AIRCRAFT</span>
+          <div class="cluster-flights">
+            ${flightSummary}
+            ${moreFlights}
+          </div>
+        </div>
+      </div>
+    `;
+  }
+
+  private renderMilitaryVesselClusterPopup(cluster: MilitaryVesselCluster): string {
+    const activityLabels: Record<string, string> = {
+      exercise: 'Naval Exercise',
+      deployment: 'Naval Deployment',
+      patrol: 'Patrol Activity',
+      transit: 'Fleet Transit',
+      unknown: 'Naval Activity',
+    };
+    const activityColors: Record<string, string> = {
+      exercise: 'high',
+      deployment: 'high',
+      patrol: 'elevated',
+      transit: 'low',
+      unknown: 'low',
+    };
+
+    const activityType = cluster.activityType || 'unknown';
+    const clusterName = escapeHtml(cluster.name);
+    const activityTypeLabel = escapeHtml(activityType.toUpperCase());
+    const region = cluster.region ? escapeHtml(cluster.region) : '';
+    const vesselSummary = cluster.vessels
+      .slice(0, 5)
+      .map(v => `<div class="cluster-vessel-item">${escapeHtml(v.name)} - ${escapeHtml(v.vesselType)}</div>`)
+      .join('');
+    const moreVessels = cluster.vesselCount > 5
+      ? `<div class="cluster-more">+${cluster.vesselCount - 5} more vessels</div>`
+      : '';
+
+    return `
+      <div class="popup-header military-cluster">
+        <span class="popup-title">${clusterName}</span>
+        <span class="popup-badge ${activityColors[activityType] || 'low'}">${cluster.vesselCount} VESSELS</span>
+        <button class="popup-close">×</button>
+      </div>
+      <div class="popup-body">
+        <div class="popup-subtitle">${activityLabels[activityType] || 'Naval Activity'}</div>
+        <div class="popup-stats">
+          <div class="popup-stat">
+            <span class="stat-label">VESSELS</span>
+            <span class="stat-value">${cluster.vesselCount}</span>
+          </div>
+          <div class="popup-stat">
+            <span class="stat-label">ACTIVITY</span>
+            <span class="stat-value">${activityTypeLabel}</span>
+          </div>
+          ${cluster.region ? `
+          <div class="popup-stat">
+            <span class="stat-label">REGION</span>
+            <span class="stat-value">${region}</span>
+          </div>
+          ` : ''}
+        </div>
+        <div class="popup-section">
+          <span class="section-label">TRACKED VESSELS</span>
+          <div class="cluster-vessels">
+            ${vesselSummary}
+            ${moreVessels}
+          </div>
+        </div>
+      </div>
+    `;
+  }
+
+  private renderNaturalEventPopup(event: NaturalEvent): string {
+    const categoryColors: Record<string, string> = {
+      severeStorms: 'high',
+      wildfires: 'high',
+      volcanoes: 'high',
+      earthquakes: 'elevated',
+      floods: 'elevated',
+      landslides: 'elevated',
+      drought: 'medium',
+      dustHaze: 'low',
+      snow: 'low',
+      tempExtremes: 'elevated',
+      seaLakeIce: 'low',
+      waterColor: 'low',
+      manmade: 'elevated',
+    };
+    const icon = getNaturalEventIcon(event.category);
+    const severityClass = categoryColors[event.category] || 'low';
+    const timeAgo = this.getTimeAgo(event.date);
+
+    return `
+      <div class="popup-header nat-event ${event.category}">
+        <span class="popup-icon">${icon}</span>
+        <span class="popup-title">${escapeHtml(event.categoryTitle.toUpperCase())}</span>
+        <span class="popup-badge ${severityClass}">${event.closed ? 'CLOSED' : 'ACTIVE'}</span>
+        <button class="popup-close">×</button>
+      </div>
+      <div class="popup-body">
+        <div class="popup-subtitle">${escapeHtml(event.title)}</div>
+        <div class="popup-stats">
+          <div class="popup-stat">
+            <span class="stat-label">REPORTED</span>
+            <span class="stat-value">${timeAgo}</span>
+          </div>
+          <div class="popup-stat">
+            <span class="stat-label">COORDINATES</span>
+            <span class="stat-value">${event.lat.toFixed(2)}°, ${event.lon.toFixed(2)}°</span>
+          </div>
+          ${event.magnitude ? `
+          <div class="popup-stat">
+            <span class="stat-label">MAGNITUDE</span>
+            <span class="stat-value">${event.magnitude}${event.magnitudeUnit ? ` ${escapeHtml(event.magnitudeUnit)}` : ''}</span>
+          </div>
+          ` : ''}
+          ${event.sourceName ? `
+          <div class="popup-stat">
+            <span class="stat-label">SOURCE</span>
+            <span class="stat-value">${escapeHtml(event.sourceName)}</span>
+          </div>
+          ` : ''}
+        </div>
+        ${event.description ? `<p class="popup-description">${escapeHtml(event.description)}</p>` : ''}
+        ${event.sourceUrl ? `<a href="${sanitizeUrl(event.sourceUrl)}" target="_blank" class="popup-link">View on ${escapeHtml(event.sourceName || 'source')} →</a>` : ''}
+        <div class="popup-attribution">Data: NASA EONET</div>
+      </div>
+    `;
+  }
+
+  private renderPortPopup(port: Port): string {
+    const typeLabels: Record<string, string> = {
+      container: 'CONTAINER',
+      oil: 'OIL TERMINAL',
+      lng: 'LNG TERMINAL',
+      naval: 'NAVAL PORT',
+      mixed: 'MIXED',
+      bulk: 'BULK',
+    };
+    const typeColors: Record<string, string> = {
+      container: 'elevated',
+      oil: 'high',
+      lng: 'high',
+      naval: 'elevated',
+      mixed: 'normal',
+      bulk: 'low',
+    };
+    const typeIcons: Record<string, string> = {
+      container: '🏭',
+      oil: '🛢️',
+      lng: '🔥',
+      naval: '⚓',
+      mixed: '🚢',
+      bulk: '📦',
+    };
+
+    const rankSection = port.rank
+      ? `<div class="popup-stat"><span class="stat-label">WORLD RANK</span><span class="stat-value">#${port.rank}</span></div>`
+      : '';
+
+    return `
+      <div class="popup-header port ${escapeHtml(port.type)}">
+        <span class="popup-icon">${typeIcons[port.type] || '🚢'}</span>
+        <span class="popup-title">${escapeHtml(port.name.toUpperCase())}</span>
+        <span class="popup-badge ${typeColors[port.type] || 'normal'}">${typeLabels[port.type] || port.type.toUpperCase()}</span>
+        <button class="popup-close">×</button>
+      </div>
+      <div class="popup-body">
+        <div class="popup-subtitle">${escapeHtml(port.country)}</div>
+        <div class="popup-stats">
+          ${rankSection}
+          <div class="popup-stat">
+            <span class="stat-label">TYPE</span>
+            <span class="stat-value">${typeLabels[port.type] || port.type.toUpperCase()}</span>
+          </div>
+          <div class="popup-stat">
+            <span class="stat-label">COORDINATES</span>
+            <span class="stat-value">${port.lat.toFixed(2)}°, ${port.lon.toFixed(2)}°</span>
+          </div>
+        </div>
+        <p class="popup-description">${escapeHtml(port.note)}</p>
+      </div>
+    `;
+  }
+
+  private renderSpaceportPopup(port: Spaceport): string {
+    const statusColors: Record<string, string> = {
+      'active': 'elevated',
+      'construction': 'high',
+      'inactive': 'low',
+    };
+    const statusLabels: Record<string, string> = {
+      'active': 'ACTIVE',
+      'construction': 'CONSTRUCTION',
+      'inactive': 'INACTIVE',
+    };
+
+    return `
+      <div class="popup-header spaceport ${port.status}">
+        <span class="popup-icon">🚀</span>
+        <span class="popup-title">${escapeHtml(port.name.toUpperCase())}</span>
+        <span class="popup-badge ${statusColors[port.status] || 'normal'}">${statusLabels[port.status] || port.status.toUpperCase()}</span>
+        <button class="popup-close">×</button>
+      </div>
+      <div class="popup-body">
+        <div class="popup-subtitle">${escapeHtml(port.operator)} • ${escapeHtml(port.country)}</div>
+        <div class="popup-stats">
+          <div class="popup-stat">
+            <span class="stat-label">LAUNCH ACTIVITY</span>
+            <span class="stat-value">${escapeHtml(port.launches.toUpperCase())}</span>
+          </div>
+          <div class="popup-stat">
+            <span class="stat-label">COORDINATES</span>
+            <span class="stat-value">${port.lat.toFixed(2)}°, ${port.lon.toFixed(2)}°</span>
+          </div>
+        </div>
+        <p class="popup-description">Strategic space launch facility. Launch cadence and orbit access capabilities are key geopolitical indicators.</p>
+      </div>
+    `;
+  }
+
+  private renderMineralPopup(mine: CriticalMineralProject): string {
+    const statusColors: Record<string, string> = {
+      'producing': 'elevated',
+      'development': 'high',
+      'exploration': 'low',
+    };
+    const statusLabels: Record<string, string> = {
+      'producing': 'PRODUCING',
+      'development': 'DEVELOPMENT',
+      'exploration': 'EXPLORATION',
+    };
+    
+    // Icon based on mineral type
+    const icon = mine.mineral === 'Lithium' ? '🔋' : mine.mineral === 'Rare Earths' ? '🧲' : '💎';
+
+    return `
+      <div class="popup-header mineral ${mine.status}">
+        <span class="popup-icon">${icon}</span>
+        <span class="popup-title">${escapeHtml(mine.name.toUpperCase())}</span>
+        <span class="popup-badge ${statusColors[mine.status] || 'normal'}">${statusLabels[mine.status] || mine.status.toUpperCase()}</span>
+        <button class="popup-close">×</button>
+      </div>
+      <div class="popup-body">
+        <div class="popup-subtitle">${escapeHtml(mine.mineral.toUpperCase())} PROJECT</div>
+        <div class="popup-stats">
+          <div class="popup-stat">
+            <span class="stat-label">OPERATOR</span>
+            <span class="stat-value">${escapeHtml(mine.operator)}</span>
+          </div>
+          <div class="popup-stat">
+            <span class="stat-label">COUNTRY</span>
+            <span class="stat-value">${escapeHtml(mine.country)}</span>
+          </div>
+          <div class="popup-stat">
+            <span class="stat-label">COORDINATES</span>
+            <span class="stat-value">${mine.lat.toFixed(2)}°, ${mine.lon.toFixed(2)}°</span>
+          </div>
+        </div>
+        <p class="popup-description">${escapeHtml(mine.significance)}</p>
+      </div>
+    `;
+  }
 }
diff --git a/src/components/MarketPanel.ts b/src/components/MarketPanel.ts
index fdb020012..9e5045102 100644
--- a/src/components/MarketPanel.ts
+++ b/src/components/MarketPanel.ts
@@ -1,6 +1,21 @@
 import { Panel } from './Panel';
 import type { MarketData, CryptoData } from '@/types';
 import { formatPrice, formatChange, getChangeClass, getHeatmapClass } from '@/utils';
+import { escapeHtml } from '@/utils/sanitize';
+
+function miniSparkline(data: number[] | undefined, change: number | null, w = 50, h = 16): string {
+  if (!data || data.length < 2) return '';
+  const min = Math.min(...data);
+  const max = Math.max(...data);
+  const range = max - min || 1;
+  const color = change != null && change >= 0 ? 'var(--green)' : 'var(--red)';
+  const points = data.map((v, i) => {
+    const x = (i / (data.length - 1)) * w;
+    const y = h - ((v - min) / range) * (h - 2) - 1;
+    return `${x.toFixed(1)},${y.toFixed(1)}`;
+  }).join(' ');
+  return `<svg width="${w}" height="${h}" viewBox="0 0 ${w} ${h}" class="mini-sparkline"><polyline points="${points}" fill="none" stroke="${color}" stroke-width="1.2" stroke-linecap="round" stroke-linejoin="round"/></svg>`;
+}
 
 export class MarketPanel extends Panel {
   constructor() {
@@ -18,10 +33,11 @@ export class MarketPanel extends Panel {
         (stock) => `
       <div class="market-item">
         <div class="market-info">
-          <span class="market-name">${stock.name}</span>
-          <span class="market-symbol">${stock.display}</span>
+          <span class="market-name">${escapeHtml(stock.name)}</span>
+          <span class="market-symbol">${escapeHtml(stock.display)}</span>
         </div>
         <div class="market-data">
+          ${miniSparkline(stock.sparkline, stock.change)}
           <span class="market-price">${formatPrice(stock.price!)}</span>
           <span class="market-change ${getChangeClass(stock.change!)}">${formatChange(stock.change!)}</span>
         </div>
@@ -53,7 +69,7 @@ export class HeatmapPanel extends Panel {
         .map(
           (sector) => `
         <div class="heatmap-cell ${getHeatmapClass(sector.change!)}">
-          <div class="sector-name">${sector.name}</div>
+          <div class="sector-name">${escapeHtml(sector.name)}</div>
           <div class="sector-change ${getChangeClass(sector.change!)}">${formatChange(sector.change!)}</div>
         </div>
       `
@@ -70,7 +86,7 @@ export class CommoditiesPanel extends Panel {
     super({ id: 'commodities', title: 'Commodities / VIX' });
   }
 
-  public renderCommodities(data: Array<{ display: string; price: number | null; change: number | null }>): void {
+  public renderCommodities(data: Array<{ display: string; price: number | null; change: number | null; sparkline?: number[] }>): void {
     const validData = data.filter((d) => d.price !== null);
 
     if (validData.length === 0) {
@@ -84,7 +100,8 @@ export class CommoditiesPanel extends Panel {
         .map(
           (c) => `
         <div class="commodity-item">
-          <div class="commodity-name">${c.display}</div>
+          <div class="commodity-name">${escapeHtml(c.display)}</div>
+          ${miniSparkline(c.sparkline, c.change, 60, 18)}
           <div class="commodity-price">${formatPrice(c.price!)}</div>
           <div class="commodity-change ${getChangeClass(c.change!)}">${formatChange(c.change!)}</div>
         </div>
@@ -113,10 +130,11 @@ export class CryptoPanel extends Panel {
         (coin) => `
       <div class="market-item">
         <div class="market-info">
-          <span class="market-name">${coin.name}</span>
-          <span class="market-symbol">${coin.symbol}</span>
+          <span class="market-name">${escapeHtml(coin.name)}</span>
+          <span class="market-symbol">${escapeHtml(coin.symbol)}</span>
         </div>
         <div class="market-data">
+          ${miniSparkline(coin.sparkline, coin.change)}
           <span class="market-price">$${coin.price.toLocaleString()}</span>
           <span class="market-change ${getChangeClass(coin.change)}">${formatChange(coin.change)}</span>
         </div>
diff --git a/src/components/MobileWarningModal.ts b/src/components/MobileWarningModal.ts
new file mode 100644
index 000000000..e24f88e7f
--- /dev/null
+++ b/src/components/MobileWarningModal.ts
@@ -0,0 +1,77 @@
+const STORAGE_KEY = 'mobile-warning-dismissed';
+
+export class MobileWarningModal {
+  private element: HTMLElement;
+
+  constructor() {
+    this.element = document.createElement('div');
+    this.element.className = 'mobile-warning-overlay';
+    this.element.innerHTML = `
+      <div class="mobile-warning-modal">
+        <div class="mobile-warning-header">
+          <span class="mobile-warning-icon">📱</span>
+          <span class="mobile-warning-title">Mobile View</span>
+        </div>
+        <div class="mobile-warning-content">
+          <p>You're viewing a simplified mobile version focused on MENA region with essential layers enabled.</p>
+          <p>Tip: Use the view buttons (GLOBAL/US/MENA) to switch regions. Tap markers to see details.</p>
+        </div>
+        <div class="mobile-warning-footer">
+          <label class="mobile-warning-remember">
+            <input type="checkbox" id="mobileWarningRemember">
+            <span>Don't show again</span>
+          </label>
+          <button class="mobile-warning-btn">Got it</button>
+        </div>
+      </div>
+    `;
+
+    document.body.appendChild(this.element);
+    this.setupEventListeners();
+  }
+
+  private setupEventListeners(): void {
+    this.element.querySelector('.mobile-warning-btn')?.addEventListener('click', () => {
+      this.dismiss();
+    });
+
+    this.element.addEventListener('click', (e) => {
+      if ((e.target as HTMLElement).classList.contains('mobile-warning-overlay')) {
+        this.dismiss();
+      }
+    });
+  }
+
+  private dismiss(): void {
+    const checkbox = this.element.querySelector('#mobileWarningRemember') as HTMLInputElement;
+    if (checkbox?.checked) {
+      localStorage.setItem(STORAGE_KEY, 'true');
+    }
+    this.hide();
+  }
+
+  public show(): void {
+    this.element.classList.add('active');
+  }
+
+  public hide(): void {
+    this.element.classList.remove('active');
+  }
+
+  public static shouldShow(): boolean {
+    // Check if already dismissed permanently
+    if (localStorage.getItem(STORAGE_KEY) === 'true') {
+      return false;
+    }
+
+    // Check if mobile device (screen width < 768px or touch-primary device)
+    const isMobileWidth = window.innerWidth < 768;
+    const isTouchDevice = window.matchMedia('(pointer: coarse)').matches;
+
+    return isMobileWidth || isTouchDevice;
+  }
+
+  public getElement(): HTMLElement {
+    return this.element;
+  }
+}
diff --git a/src/components/MonitorPanel.ts b/src/components/MonitorPanel.ts
index a13779209..8c6d2651f 100644
--- a/src/components/MonitorPanel.ts
+++ b/src/components/MonitorPanel.ts
@@ -2,6 +2,7 @@ import { Panel } from './Panel';
 import type { Monitor, NewsItem } from '@/types';
 import { MONITOR_COLORS } from '@/config';
 import { generateId, formatTime } from '@/utils';
+import { escapeHtml, sanitizeUrl } from '@/utils/sanitize';
 
 export class MonitorPanel extends Panel {
   private monitors: Monitor[] = [];
@@ -76,9 +77,9 @@ export class MonitorPanel extends Panel {
       .map(
         (m) => `
       <span class="monitor-tag">
-        <span class="monitor-tag-color" style="background: ${m.color}"></span>
-        ${m.keywords.join(', ')}
-        <span class="monitor-tag-remove" data-id="${m.id}">×</span>
+        <span class="monitor-tag-color" style="background: ${escapeHtml(m.color)}"></span>
+        ${m.keywords.map(k => escapeHtml(k)).join(', ')}
+        <span class="monitor-tag-remove" data-id="${escapeHtml(m.id)}">×</span>
       </span>
     `
       )
@@ -106,33 +107,52 @@ export class MonitorPanel extends Panel {
 
     news.forEach((item) => {
       this.monitors.forEach((monitor) => {
-        const matched = monitor.keywords.some((kw) =>
-          item.title.toLowerCase().includes(kw)
-        );
+        // Search both title and description for better coverage
+        const searchText = `${item.title} ${(item as unknown as {description?: string}).description || ''}`.toLowerCase();
+        const matched = monitor.keywords.some((kw) => {
+          // Use word boundary matching to avoid false positives like "ai" in "train"
+          const escaped = kw.replace(/[.*+?^${}()|[\]\\]/g, '\\$&');
+          const regex = new RegExp(`\\b${escaped}\\b`, 'i');
+          return regex.test(searchText);
+        });
         if (matched) {
           matchedItems.push({ ...item, monitorColor: monitor.color });
         }
       });
     });
 
-    if (matchedItems.length === 0) {
+    // Dedupe by link
+    const seen = new Set<string>();
+    const unique = matchedItems.filter(item => {
+      if (seen.has(item.link)) return false;
+      seen.add(item.link);
+      return true;
+    });
+
+    if (unique.length === 0) {
       results.innerHTML =
-        '<div style="color: var(--text-dim); font-size: 10px; margin-top: 12px;">No matches found</div>';
+        `<div style="color: var(--text-dim); font-size: 10px; margin-top: 12px;">No matches in ${news.length} articles</div>`;
       return;
     }
 
-    results.innerHTML = matchedItems
-      .slice(0, 10)
-      .map(
-        (item) => `
-      <div class="item" style="border-left: 2px solid ${item.monitorColor}; padding-left: 8px; margin-left: -8px;">
-        <div class="item-source">${item.source}</div>
-        <a class="item-title" href="${item.link}" target="_blank" rel="noopener">${item.title}</a>
-        <div class="item-time">${formatTime(item.pubDate)}</div>
-      </div>
-    `
-      )
-      .join('');
+    const countText = unique.length > 10
+      ? `Showing 10 of ${unique.length} matches`
+      : `${unique.length} match${unique.length === 1 ? '' : 'es'}`;
+
+    results.innerHTML = `
+      <div style="color: var(--text-dim); font-size: 10px; margin: 12px 0 8px;">${countText}</div>
+      ${unique
+        .slice(0, 10)
+        .map(
+          (item) => `
+        <div class="item" style="border-left: 2px solid ${escapeHtml(item.monitorColor || '')}; padding-left: 8px; margin-left: -8px;">
+          <div class="item-source">${escapeHtml(item.source)}</div>
+          <a class="item-title" href="${sanitizeUrl(item.link)}" target="_blank" rel="noopener">${escapeHtml(item.title)}</a>
+          <div class="item-time">${formatTime(item.pubDate)}</div>
+        </div>
+      `
+        )
+        .join('')}`;
   }
 
   public onChanged(callback: (monitors: Monitor[]) => void): void {
diff --git a/src/components/NewsPanel.ts b/src/components/NewsPanel.ts
index 23ee9b201..f7e51607c 100644
--- a/src/components/NewsPanel.ts
+++ b/src/components/NewsPanel.ts
@@ -1,7 +1,26 @@
 import { Panel } from './Panel';
+import { WindowedList } from './VirtualList';
 import type { NewsItem, ClusteredEvent, DeviationLevel, RelatedAsset, RelatedAssetContext } from '@/types';
+import { THREAT_PRIORITY, THREAT_COLORS } from '@/services/threat-classifier';
 import { formatTime } from '@/utils';
-import { clusterNews, enrichWithVelocity, getClusterAssetContext, getAssetLabel, MAX_DISTANCE_KM } from '@/services';
+import { escapeHtml, sanitizeUrl } from '@/utils/sanitize';
+import { analysisWorker, enrichWithVelocityML, getClusterAssetContext, getAssetLabel, MAX_DISTANCE_KM, activityTracker, generateSummary } from '@/services';
+import { getSourcePropagandaRisk, getSourceTier, getSourceType } from '@/config/feeds';
+import { SITE_VARIANT } from '@/config';
+
+/** Threshold for enabling virtual scrolling */
+const VIRTUAL_SCROLL_THRESHOLD = 15;
+
+/** Summary cache TTL in milliseconds (10 minutes) */
+const SUMMARY_CACHE_TTL = 10 * 60 * 1000;
+
+/** Prepared cluster data for rendering */
+interface PreparedCluster {
+  cluster: ClusteredEvent;
+  isNew: boolean;
+  shouldHighlight: boolean;
+  showNewTag: boolean;
+}
 
 export class NewsPanel extends Panel {
   private clusteredMode = true;
@@ -10,10 +29,65 @@ export class NewsPanel extends Panel {
   private onRelatedAssetClick?: (asset: RelatedAsset) => void;
   private onRelatedAssetsFocus?: (assets: RelatedAsset[], originLabel: string) => void;
   private onRelatedAssetsClear?: () => void;
+  private isFirstRender = true;
+  private windowedList: WindowedList<PreparedCluster> | null = null;
+  private useVirtualScroll = true;
+  private renderRequestId = 0;
+  private boundScrollHandler: (() => void) | null = null;
+  private boundClickHandler: (() => void) | null = null;
+
+  // Panel summary feature
+  private summaryBtn: HTMLButtonElement | null = null;
+  private summaryContainer: HTMLElement | null = null;
+  private currentHeadlines: string[] = [];
+  private isSummarizing = false;
 
   constructor(id: string, title: string) {
-    super({ id, title, showCount: true });
+    super({ id, title, showCount: true, trackActivity: true });
     this.createDeviationIndicator();
+    this.createSummarizeButton();
+    this.setupActivityTracking();
+    this.initWindowedList();
+  }
+
+  private initWindowedList(): void {
+    this.windowedList = new WindowedList<PreparedCluster>(
+      {
+        container: this.content,
+        chunkSize: 8, // Render 8 items per chunk
+        bufferChunks: 1, // 1 chunk buffer above/below
+      },
+      (prepared) => this.renderClusterHtml(
+        prepared.cluster,
+        prepared.isNew,
+        prepared.shouldHighlight,
+        prepared.showNewTag
+      ),
+      () => this.bindRelatedAssetEvents()
+    );
+  }
+
+  private setupActivityTracking(): void {
+    // Register with activity tracker
+    activityTracker.register(this.panelId);
+
+    // Listen for new count changes
+    activityTracker.onChange(this.panelId, (newCount) => {
+      // Pulse if there are new items
+      this.setNewBadge(newCount, newCount > 0);
+    });
+
+    // Mark as seen when panel content is scrolled
+    this.boundScrollHandler = () => {
+      activityTracker.markAsSeen(this.panelId);
+    };
+    this.content.addEventListener('scroll', this.boundScrollHandler);
+
+    // Mark as seen on click anywhere in panel
+    this.boundClickHandler = () => {
+      activityTracker.markAsSeen(this.panelId);
+    };
+    this.element.addEventListener('click', this.boundClickHandler);
   }
 
   public setRelatedAssetHandlers(options: {
@@ -35,6 +109,108 @@ export class NewsPanel extends Panel {
     }
   }
 
+  private createSummarizeButton(): void {
+    // Create summary container (inserted between header and content)
+    this.summaryContainer = document.createElement('div');
+    this.summaryContainer.className = 'panel-summary';
+    this.summaryContainer.style.display = 'none';
+    this.element.insertBefore(this.summaryContainer, this.content);
+
+    // Create summarize button
+    this.summaryBtn = document.createElement('button');
+    this.summaryBtn.className = 'panel-summarize-btn';
+    this.summaryBtn.innerHTML = '✨';
+    this.summaryBtn.title = 'Summarize this panel';
+    this.summaryBtn.addEventListener('click', () => this.handleSummarize());
+
+    // Insert before count element (use inherited this.header directly)
+    const countEl = this.header.querySelector('.panel-count');
+    if (countEl) {
+      this.header.insertBefore(this.summaryBtn, countEl);
+    } else {
+      this.header.appendChild(this.summaryBtn);
+    }
+  }
+
+  private async handleSummarize(): Promise<void> {
+    if (this.isSummarizing || !this.summaryContainer || !this.summaryBtn) return;
+    if (this.currentHeadlines.length === 0) return;
+
+    // Check cache first (include variant and version to bust old caches)
+    const cacheKey = `panel_summary_v2_${SITE_VARIANT}_${this.panelId}`;
+    const cached = this.getCachedSummary(cacheKey);
+    if (cached) {
+      this.showSummary(cached);
+      return;
+    }
+
+    // Show loading state
+    this.isSummarizing = true;
+    this.summaryBtn.innerHTML = '<span class="panel-summarize-spinner"></span>';
+    this.summaryBtn.disabled = true;
+    this.summaryContainer.style.display = 'block';
+    this.summaryContainer.innerHTML = '<div class="panel-summary-loading">Generating summary...</div>';
+
+    try {
+      const result = await generateSummary(this.currentHeadlines.slice(0, 8));
+      if (result?.summary) {
+        this.setCachedSummary(cacheKey, result.summary);
+        this.showSummary(result.summary);
+      } else {
+        this.summaryContainer.innerHTML = '<div class="panel-summary-error">Could not generate summary</div>';
+        setTimeout(() => this.hideSummary(), 3000);
+      }
+    } catch {
+      this.summaryContainer.innerHTML = '<div class="panel-summary-error">Summary failed</div>';
+      setTimeout(() => this.hideSummary(), 3000);
+    } finally {
+      this.isSummarizing = false;
+      this.summaryBtn.innerHTML = '✨';
+      this.summaryBtn.disabled = false;
+    }
+  }
+
+  private showSummary(summary: string): void {
+    if (!this.summaryContainer) return;
+    this.summaryContainer.style.display = 'block';
+    this.summaryContainer.innerHTML = `
+      <div class="panel-summary-content">
+        <span class="panel-summary-text">${escapeHtml(summary)}</span>
+        <button class="panel-summary-close" title="Close">×</button>
+      </div>
+    `;
+    this.summaryContainer.querySelector('.panel-summary-close')?.addEventListener('click', () => this.hideSummary());
+  }
+
+  private hideSummary(): void {
+    if (!this.summaryContainer) return;
+    this.summaryContainer.style.display = 'none';
+    this.summaryContainer.innerHTML = '';
+  }
+
+  private getCachedSummary(key: string): string | null {
+    try {
+      const cached = localStorage.getItem(key);
+      if (!cached) return null;
+      const { summary, timestamp } = JSON.parse(cached);
+      if (Date.now() - timestamp > SUMMARY_CACHE_TTL) {
+        localStorage.removeItem(key);
+        return null;
+      }
+      return summary;
+    } catch {
+      return null;
+    }
+  }
+
+  private setCachedSummary(key: string, summary: string): void {
+    try {
+      localStorage.setItem(key, JSON.stringify({ summary, timestamp: Date.now() }));
+    } catch {
+      // Storage full, ignore
+    }
+  }
+
   public setDeviation(zScore: number, percentChange: number, level: DeviationLevel): void {
     if (!this.deviationEl) return;
 
@@ -53,31 +229,47 @@ export class NewsPanel extends Panel {
 
   public renderNews(items: NewsItem[]): void {
     if (items.length === 0) {
+      this.setDataBadge('unavailable');
       this.showError('No news available');
       return;
     }
 
+    this.setDataBadge('live');
+
     if (this.clusteredMode) {
-      const clusters = clusterNews(items);
-      const enriched = enrichWithVelocity(clusters);
-      this.renderClusters(enriched);
+      void this.renderClustersAsync(items);
     } else {
       this.renderFlat(items);
     }
   }
 
+  private async renderClustersAsync(items: NewsItem[]): Promise<void> {
+    const requestId = ++this.renderRequestId;
+
+    try {
+      const clusters = await analysisWorker.clusterNews(items);
+      if (requestId !== this.renderRequestId) return;
+      const enriched = await enrichWithVelocityML(clusters);
+      this.renderClusters(enriched);
+    } catch (error) {
+      if (requestId !== this.renderRequestId) return;
+      console.error('[NewsPanel] Failed to cluster news:', error);
+      this.showError('Failed to cluster news');
+    }
+  }
+
   private renderFlat(items: NewsItem[]): void {
     this.setCount(items.length);
 
     const html = items
       .map(
         (item) => `
-      <div class="item ${item.isAlert ? 'alert' : ''}" ${item.monitorColor ? `style="border-left-color: ${item.monitorColor}"` : ''}>
+      <div class="item ${item.isAlert ? 'alert' : ''}" ${item.monitorColor ? `style="border-left-color: ${escapeHtml(item.monitorColor)}"` : ''}>
         <div class="item-source">
-          ${item.source}
+          ${escapeHtml(item.source)}
           ${item.isAlert ? '<span class="alert-tag">ALERT</span>' : ''}
         </div>
-        <a class="item-title" href="${item.link}" target="_blank" rel="noopener">${item.title}</a>
+        <a class="item-title" href="${sanitizeUrl(item.link)}" target="_blank" rel="noopener">${escapeHtml(item.title)}</a>
         <div class="item-time">${formatTime(item.pubDate)}</div>
       </div>
     `
@@ -88,65 +280,172 @@ export class NewsPanel extends Panel {
   }
 
   private renderClusters(clusters: ClusteredEvent[]): void {
-    const totalItems = clusters.reduce((sum, c) => sum + c.sourceCount, 0);
+    // Sort by threat priority, then by time within same level
+    const sorted = [...clusters].sort((a, b) => {
+      const pa = THREAT_PRIORITY[a.threat?.level ?? 'info'];
+      const pb = THREAT_PRIORITY[b.threat?.level ?? 'info'];
+      if (pb !== pa) return pb - pa;
+      return b.lastUpdated.getTime() - a.lastUpdated.getTime();
+    });
+
+    const totalItems = sorted.reduce((sum, c) => sum + c.sourceCount, 0);
     this.setCount(totalItems);
     this.relatedAssetContext.clear();
 
-    const html = clusters
-      .map((cluster) => {
-        const sourceBadge = cluster.sourceCount > 1
-          ? `<span class="source-count">${cluster.sourceCount} sources</span>`
-          : '';
-
-        const velocity = cluster.velocity;
-        const velocityBadge = velocity && velocity.level !== 'normal' && cluster.sourceCount > 1
-          ? `<span class="velocity-badge ${velocity.level}">${velocity.trend === 'rising' ? '↑' : ''}+${velocity.sourcesPerHour}/hr</span>`
-          : '';
-
-        const sentimentIcon = velocity?.sentiment === 'negative' ? '⚠' : velocity?.sentiment === 'positive' ? '✓' : '';
-        const sentimentBadge = sentimentIcon && Math.abs(velocity?.sentimentScore || 0) > 2
-          ? `<span class="sentiment-badge ${velocity?.sentiment}">${sentimentIcon}</span>`
-          : '';
-
-        const topSourcesHtml = cluster.topSources
-          .map(s => `<span class="top-source tier-${s.tier}">${s.name}</span>`)
-          .join('');
-
-        const assetContext = getClusterAssetContext(cluster);
-        if (assetContext && assetContext.assets.length > 0) {
-          this.relatedAssetContext.set(cluster.id, assetContext);
-        }
+    // Store headlines for summarization
+    this.currentHeadlines = sorted.slice(0, 10).map(c => c.primaryTitle);
+
+    const clusterIds = sorted.map(c => c.id);
+    let newItemIds: Set<string>;
+
+    if (this.isFirstRender) {
+      // First render: mark all items as seen
+      activityTracker.updateItems(this.panelId, clusterIds);
+      activityTracker.markAsSeen(this.panelId);
+      newItemIds = new Set();
+      this.isFirstRender = false;
+    } else {
+      // Subsequent renders: track new items
+      const newIds = activityTracker.updateItems(this.panelId, clusterIds);
+      newItemIds = new Set(newIds);
+    }
+
+    // Prepare all clusters with their rendering data (defer HTML creation)
+    const prepared: PreparedCluster[] = sorted.map(cluster => {
+      const isNew = newItemIds.has(cluster.id);
+      const shouldHighlight = activityTracker.shouldHighlight(this.panelId, cluster.id);
+      const showNewTag = activityTracker.isNewItem(this.panelId, cluster.id) && isNew;
+
+      return {
+        cluster,
+        isNew,
+        shouldHighlight,
+        showNewTag,
+      };
+    });
+
+    // Use windowed rendering for large lists, direct render for small
+    if (this.useVirtualScroll && sorted.length > VIRTUAL_SCROLL_THRESHOLD && this.windowedList) {
+      this.windowedList.setItems(prepared);
+    } else {
+      // Direct render for small lists
+      const html = prepared
+        .map(p => this.renderClusterHtml(p.cluster, p.isNew, p.shouldHighlight, p.showNewTag))
+        .join('');
+      this.setContent(html);
+      this.bindRelatedAssetEvents();
+    }
+  }
+
+  /**
+   * Render a single cluster to HTML string
+   */
+  private renderClusterHtml(
+    cluster: ClusteredEvent,
+    isNew: boolean,
+    shouldHighlight: boolean,
+    showNewTag: boolean
+  ): string {
+    const sourceBadge = cluster.sourceCount > 1
+      ? `<span class="source-count">${cluster.sourceCount} sources</span>`
+      : '';
+
+    const velocity = cluster.velocity;
+    const velocityBadge = velocity && velocity.level !== 'normal' && cluster.sourceCount > 1
+      ? `<span class="velocity-badge ${velocity.level}">${velocity.trend === 'rising' ? '↑' : ''}+${velocity.sourcesPerHour}/hr</span>`
+      : '';
+
+    const sentimentIcon = velocity?.sentiment === 'negative' ? '⚠' : velocity?.sentiment === 'positive' ? '✓' : '';
+    const sentimentBadge = sentimentIcon && Math.abs(velocity?.sentimentScore || 0) > 2
+      ? `<span class="sentiment-badge ${velocity?.sentiment}">${sentimentIcon}</span>`
+      : '';
 
-        const relatedAssetsHtml = assetContext && assetContext.assets.length > 0
-          ? `
-            <div class="related-assets" data-cluster-id="${cluster.id}">
-              <div class="related-assets-header">
-                Related assets near ${assetContext.origin.label}
-                <span class="related-assets-range">(${MAX_DISTANCE_KM}km)</span>
-              </div>
-              <div class="related-assets-list">
-                ${assetContext.assets.map(asset => `
-                  <button class="related-asset" data-cluster-id="${cluster.id}" data-asset-id="${asset.id}" data-asset-type="${asset.type}">
-                    <span class="related-asset-type">${getAssetLabel(asset.type)}</span>
-                    <span class="related-asset-name">${asset.name}</span>
-                    <span class="related-asset-distance">${Math.round(asset.distanceKm)}km</span>
-                  </button>
-                `).join('')}
-              </div>
-            </div>
-          `
-          : '';
-
-        return `
-      <div class="item clustered ${cluster.isAlert ? 'alert' : ''}" ${cluster.monitorColor ? `style="border-left-color: ${cluster.monitorColor}"` : ''} data-cluster-id="${cluster.id}">
+    const newTag = showNewTag ? '<span class="new-tag">NEW</span>' : '';
+
+    // Propaganda risk indicator for primary source
+    const primaryPropRisk = getSourcePropagandaRisk(cluster.primarySource);
+    const primaryPropBadge = primaryPropRisk.risk !== 'low'
+      ? `<span class="propaganda-badge ${primaryPropRisk.risk}" title="${escapeHtml(primaryPropRisk.note || `State-affiliated: ${primaryPropRisk.stateAffiliated || 'Unknown'}`)}">${primaryPropRisk.risk === 'high' ? '⚠ State Media' : '! Caution'}</span>`
+      : '';
+
+    // Source credibility badge for primary source (T1=Wire, T2=Verified outlet)
+    const primaryTier = getSourceTier(cluster.primarySource);
+    const primaryType = getSourceType(cluster.primarySource);
+    const tierLabel = primaryTier === 1 ? 'Wire' : ''; // Don't show "Major" - confusing with story importance
+    const tierBadge = primaryTier <= 2
+      ? `<span class="tier-badge tier-${primaryTier}" title="${primaryType === 'wire' ? 'Wire Service - Highest reliability' : primaryType === 'gov' ? 'Official Government Source' : 'Verified News Outlet'}">${primaryTier === 1 ? '★' : '●'}${tierLabel ? ` ${tierLabel}` : ''}</span>`
+      : '';
+
+    // Build "Also reported by" section for multi-source confirmation
+    const otherSources = cluster.topSources.filter(s => s.name !== cluster.primarySource);
+    const topSourcesHtml = otherSources.length > 0
+      ? `<span class="also-reported">Also:</span>` + otherSources
+          .map(s => {
+            const propRisk = getSourcePropagandaRisk(s.name);
+            const propBadge = propRisk.risk !== 'low'
+              ? `<span class="propaganda-badge ${propRisk.risk}" title="${escapeHtml(propRisk.note || `State-affiliated: ${propRisk.stateAffiliated || 'Unknown'}`)}">${propRisk.risk === 'high' ? '⚠' : '!'}</span>`
+              : '';
+            return `<span class="top-source tier-${s.tier}">${escapeHtml(s.name)}${propBadge}</span>`;
+          })
+          .join('')
+      : '';
+
+    const assetContext = getClusterAssetContext(cluster);
+    if (assetContext && assetContext.assets.length > 0) {
+      this.relatedAssetContext.set(cluster.id, assetContext);
+    }
+
+    const relatedAssetsHtml = assetContext && assetContext.assets.length > 0
+      ? `
+        <div class="related-assets" data-cluster-id="${escapeHtml(cluster.id)}">
+          <div class="related-assets-header">
+            Related assets near ${escapeHtml(assetContext.origin.label)}
+            <span class="related-assets-range">(${MAX_DISTANCE_KM}km)</span>
+          </div>
+          <div class="related-assets-list">
+            ${assetContext.assets.map(asset => `
+              <button class="related-asset" data-cluster-id="${escapeHtml(cluster.id)}" data-asset-id="${escapeHtml(asset.id)}" data-asset-type="${escapeHtml(asset.type)}">
+                <span class="related-asset-type">${escapeHtml(getAssetLabel(asset.type))}</span>
+                <span class="related-asset-name">${escapeHtml(asset.name)}</span>
+                <span class="related-asset-distance">${Math.round(asset.distanceKm)}km</span>
+              </button>
+            `).join('')}
+          </div>
+        </div>
+      `
+      : '';
+
+    // Category tag from threat classification
+    const cat = cluster.threat?.category;
+    const catLabel = cat && cat !== 'general' ? cat.charAt(0).toUpperCase() + cat.slice(1) : '';
+    const catColor = cluster.threat ? THREAT_COLORS[cluster.threat.level] : '';
+    const categoryBadge = catLabel
+      ? `<span class="category-tag" style="color:${catColor};border-color:${catColor}40;background:${catColor}20">${catLabel}</span>`
+      : '';
+
+    // Build class list for item
+    const itemClasses = [
+      'item',
+      'clustered',
+      cluster.isAlert ? 'alert' : '',
+      shouldHighlight ? 'item-new-highlight' : '',
+      isNew ? 'item-new' : '',
+    ].filter(Boolean).join(' ');
+
+    return `
+      <div class="${itemClasses}" ${cluster.monitorColor ? `style="border-left-color: ${escapeHtml(cluster.monitorColor)}"` : ''} data-cluster-id="${escapeHtml(cluster.id)}" data-news-id="${escapeHtml(cluster.primaryLink)}">
         <div class="item-source">
-          ${cluster.primarySource}
+          ${tierBadge}
+          ${escapeHtml(cluster.primarySource)}
+          ${primaryPropBadge}
+          ${newTag}
           ${sourceBadge}
           ${velocityBadge}
           ${sentimentBadge}
           ${cluster.isAlert ? '<span class="alert-tag">ALERT</span>' : ''}
+          ${categoryBadge}
         </div>
-        <a class="item-title" href="${cluster.primaryLink}" target="_blank" rel="noopener">${cluster.primaryTitle}</a>
+        <a class="item-title" href="${sanitizeUrl(cluster.primaryLink)}" target="_blank" rel="noopener">${escapeHtml(cluster.primaryTitle)}</a>
         <div class="cluster-meta">
           <span class="top-sources">${topSourcesHtml}</span>
           <span class="item-time">${formatTime(cluster.lastUpdated)}</span>
@@ -154,11 +453,6 @@ export class NewsPanel extends Panel {
         ${relatedAssetsHtml}
       </div>
     `;
-      })
-      .join('');
-
-    this.setContent(html);
-    this.bindRelatedAssetEvents();
   }
 
   private bindRelatedAssetEvents(): void {
@@ -194,4 +488,29 @@ export class NewsPanel extends Panel {
       });
     });
   }
+
+  /**
+   * Clean up resources
+   */
+  public destroy(): void {
+    // Clean up windowed list
+    this.windowedList?.destroy();
+    this.windowedList = null;
+
+    // Remove activity tracking listeners
+    if (this.boundScrollHandler) {
+      this.content.removeEventListener('scroll', this.boundScrollHandler);
+      this.boundScrollHandler = null;
+    }
+    if (this.boundClickHandler) {
+      this.element.removeEventListener('click', this.boundClickHandler);
+      this.boundClickHandler = null;
+    }
+
+    // Unregister from activity tracker
+    activityTracker.unregister(this.panelId);
+
+    // Call parent destroy
+    super.destroy();
+  }
 }
diff --git a/src/components/Panel.ts b/src/components/Panel.ts
index 241bbc76a..bc2457225 100644
--- a/src/components/Panel.ts
+++ b/src/components/Panel.ts
@@ -1,22 +1,74 @@
+import { escapeHtml } from '../utils/sanitize';
+
 export interface PanelOptions {
   id: string;
   title: string;
   showCount?: boolean;
   className?: string;
+  trackActivity?: boolean;
+  infoTooltip?: string;
+}
+
+const PANEL_SPANS_KEY = 'worldmonitor-panel-spans';
+
+function loadPanelSpans(): Record<string, number> {
+  try {
+    const stored = localStorage.getItem(PANEL_SPANS_KEY);
+    return stored ? JSON.parse(stored) : {};
+  } catch {
+    return {};
+  }
+}
+
+function savePanelSpan(panelId: string, span: number): void {
+  const spans = loadPanelSpans();
+  spans[panelId] = span;
+  localStorage.setItem(PANEL_SPANS_KEY, JSON.stringify(spans));
+}
+
+function heightToSpan(height: number): number {
+  // Much lower thresholds for responsive resizing
+  // Start at 200px, so:
+  // - 50px drag → span 2 (250px)
+  // - 150px drag → span 3 (350px)
+  // - 300px drag → span 4 (500px)
+  if (height >= 500) return 4;
+  if (height >= 350) return 3;
+  if (height >= 250) return 2;
+  return 1;
+}
+
+function setSpanClass(element: HTMLElement, span: number): void {
+  element.classList.remove('span-1', 'span-2', 'span-3', 'span-4');
+  element.classList.add(`span-${span}`);
+  element.classList.add('resized');
 }
 
 export class Panel {
   protected element: HTMLElement;
   protected content: HTMLElement;
+  protected header: HTMLElement;
   protected countEl: HTMLElement | null = null;
+  protected statusBadgeEl: HTMLElement | null = null;
+  protected newBadgeEl: HTMLElement | null = null;
+  protected panelId: string;
+  private tooltipCloseHandler: (() => void) | null = null;
+  private resizeHandle: HTMLElement | null = null;
+  private isResizing = false;
+  private startY = 0;
+  private startHeight = 0;
+  private onTouchMove: ((e: TouchEvent) => void) | null = null;
+  private onTouchEnd: (() => void) | null = null;
+  private onDocMouseUp: (() => void) | null = null;
 
   constructor(options: PanelOptions) {
+    this.panelId = options.id;
     this.element = document.createElement('div');
     this.element.className = `panel ${options.className || ''}`;
     this.element.dataset.panel = options.id;
 
-    const header = document.createElement('div');
-    header.className = 'panel-header';
+    this.header = document.createElement('div');
+    this.header.className = 'panel-header';
 
     const headerLeft = document.createElement('div');
     headerLeft.className = 'panel-header-left';
@@ -26,35 +78,220 @@ export class Panel {
     title.textContent = options.title;
     headerLeft.appendChild(title);
 
-    header.appendChild(headerLeft);
+    if (options.infoTooltip) {
+      const infoBtn = document.createElement('button');
+      infoBtn.className = 'panel-info-btn';
+      infoBtn.innerHTML = '?';
+      infoBtn.setAttribute('aria-label', 'Show methodology info');
+
+      const tooltip = document.createElement('div');
+      tooltip.className = 'panel-info-tooltip';
+      tooltip.innerHTML = options.infoTooltip;
+
+      infoBtn.addEventListener('click', (e) => {
+        e.stopPropagation();
+        tooltip.classList.toggle('visible');
+      });
+
+      this.tooltipCloseHandler = () => tooltip.classList.remove('visible');
+      document.addEventListener('click', this.tooltipCloseHandler);
+
+      const infoWrapper = document.createElement('div');
+      infoWrapper.className = 'panel-info-wrapper';
+      infoWrapper.appendChild(infoBtn);
+      infoWrapper.appendChild(tooltip);
+      headerLeft.appendChild(infoWrapper);
+    }
+
+    // Add "new" badge element (hidden by default)
+    if (options.trackActivity !== false) {
+      this.newBadgeEl = document.createElement('span');
+      this.newBadgeEl.className = 'panel-new-badge';
+      this.newBadgeEl.style.display = 'none';
+      headerLeft.appendChild(this.newBadgeEl);
+    }
+
+    this.header.appendChild(headerLeft);
+
+    this.statusBadgeEl = document.createElement('span');
+    this.statusBadgeEl.className = 'panel-data-badge';
+    this.statusBadgeEl.style.display = 'none';
+    this.header.appendChild(this.statusBadgeEl);
 
     if (options.showCount) {
       this.countEl = document.createElement('span');
       this.countEl.className = 'panel-count';
       this.countEl.textContent = '0';
-      header.appendChild(this.countEl);
+      this.header.appendChild(this.countEl);
     }
 
     this.content = document.createElement('div');
     this.content.className = 'panel-content';
     this.content.id = `${options.id}Content`;
 
-    this.element.appendChild(header);
+    this.element.appendChild(this.header);
     this.element.appendChild(this.content);
 
+    // Add resize handle
+    this.resizeHandle = document.createElement('div');
+    this.resizeHandle.className = 'panel-resize-handle';
+    this.resizeHandle.title = 'Drag to resize (double-click to reset)';
+    this.resizeHandle.draggable = false; // Prevent parent's drag from capturing
+    this.element.appendChild(this.resizeHandle);
+    this.setupResizeHandlers();
+
+    // Restore saved span
+    const savedSpans = loadPanelSpans();
+    const savedSpan = savedSpans[this.panelId];
+    if (savedSpan && savedSpan > 1) {
+      setSpanClass(this.element, savedSpan);
+    }
+
     this.showLoading();
   }
 
+  private setupResizeHandlers(): void {
+    if (!this.resizeHandle) return;
+
+    const onMouseDown = (e: MouseEvent) => {
+      e.preventDefault();
+      e.stopPropagation();
+      this.isResizing = true;
+      this.startY = e.clientY;
+      this.startHeight = this.element.getBoundingClientRect().height;
+      this.element.classList.add('resizing');
+      this.element.draggable = false;
+      this.resizeHandle?.classList.add('active');
+      document.addEventListener('mousemove', onMouseMove);
+      document.addEventListener('mouseup', onMouseUp);
+    };
+
+    const onMouseMove = (e: MouseEvent) => {
+      if (!this.isResizing) return;
+      const deltaY = e.clientY - this.startY;
+      const newHeight = Math.max(200, this.startHeight + deltaY);
+      const span = heightToSpan(newHeight);
+      setSpanClass(this.element, span);
+    };
+
+    const onMouseUp = () => {
+      if (!this.isResizing) return;
+      this.isResizing = false;
+      this.element.classList.remove('resizing');
+      this.element.draggable = true;
+      this.resizeHandle?.classList.remove('active');
+      document.removeEventListener('mousemove', onMouseMove);
+      document.removeEventListener('mouseup', onMouseUp);
+
+      const currentSpan = this.element.classList.contains('span-4') ? 4 :
+                          this.element.classList.contains('span-3') ? 3 :
+                          this.element.classList.contains('span-2') ? 2 : 1;
+      savePanelSpan(this.panelId, currentSpan);
+    };
+
+    this.resizeHandle.addEventListener('mousedown', onMouseDown);
+
+    // Prevent panel drag when resizing (capture phase runs before App.ts listener)
+    this.element.addEventListener('dragstart', (e) => {
+      const target = e.target as HTMLElement;
+      if (this.isResizing || target === this.resizeHandle || target.closest('.panel-resize-handle')) {
+        e.preventDefault();
+        e.stopImmediatePropagation();
+        return false;
+      }
+    }, true);
+
+    // Mark element as resizing for external listeners
+    this.resizeHandle.addEventListener('mousedown', () => {
+      this.element.dataset.resizing = 'true';
+    });
+
+    // Double-click to reset
+    this.resizeHandle.addEventListener('dblclick', () => {
+      this.resetHeight();
+    });
+
+    // Touch support
+    this.resizeHandle.addEventListener('touchstart', (e: TouchEvent) => {
+      e.preventDefault();
+      e.stopPropagation();
+      const touch = e.touches[0];
+      if (!touch) return;
+      this.isResizing = true;
+      this.startY = touch.clientY;
+      this.startHeight = this.element.getBoundingClientRect().height;
+      this.element.classList.add('resizing');
+      this.element.draggable = false;
+      this.element.dataset.resizing = 'true';
+      this.resizeHandle?.classList.add('active');
+    }, { passive: false });
+
+    // Use bound handlers so they can be removed in destroy()
+    this.onTouchMove = (e: TouchEvent) => {
+      if (!this.isResizing) return;
+      const touch = e.touches[0];
+      if (!touch) return;
+      const deltaY = touch.clientY - this.startY;
+      const newHeight = Math.max(200, this.startHeight + deltaY);
+      const span = heightToSpan(newHeight);
+      setSpanClass(this.element, span);
+    };
+
+    this.onTouchEnd = () => {
+      if (!this.isResizing) return;
+      this.isResizing = false;
+      this.element.classList.remove('resizing');
+      this.element.draggable = true;
+      delete this.element.dataset.resizing;
+      this.resizeHandle?.classList.remove('active');
+      const currentSpan = this.element.classList.contains('span-4') ? 4 :
+                          this.element.classList.contains('span-3') ? 3 :
+                          this.element.classList.contains('span-2') ? 2 : 1;
+      savePanelSpan(this.panelId, currentSpan);
+    };
+
+    this.onDocMouseUp = () => {
+      if (this.element.dataset.resizing) {
+        delete this.element.dataset.resizing;
+      }
+    };
+
+    document.addEventListener('touchmove', this.onTouchMove, { passive: false });
+    document.addEventListener('touchend', this.onTouchEnd);
+    document.addEventListener('mouseup', this.onDocMouseUp);
+  }
+
+
+  protected setDataBadge(state: 'live' | 'cached' | 'unavailable', detail?: string): void {
+    if (!this.statusBadgeEl) return;
+    const labels = { live: 'LIVE', cached: 'CACHED', unavailable: 'UNAVAILABLE' } as const;
+    this.statusBadgeEl.textContent = detail ? `${labels[state]} · ${detail}` : labels[state];
+    this.statusBadgeEl.className = `panel-data-badge ${state}`;
+    this.statusBadgeEl.style.display = 'inline-flex';
+  }
+
+  protected clearDataBadge(): void {
+    if (!this.statusBadgeEl) return;
+    this.statusBadgeEl.style.display = 'none';
+  }
   public getElement(): HTMLElement {
     return this.element;
   }
 
-  public showLoading(): void {
-    this.content.innerHTML = '<div class="loading">Loading</div>';
+  public showLoading(message = 'Loading'): void {
+    this.content.innerHTML = `
+      <div class="panel-loading">
+        <div class="panel-loading-radar">
+          <div class="panel-radar-sweep"></div>
+          <div class="panel-radar-dot"></div>
+        </div>
+        <div class="panel-loading-text">${escapeHtml(message)}</div>
+      </div>
+    `;
   }
 
   public showError(message = 'Failed to load data'): void {
-    this.content.innerHTML = `<div class="error-message">${message}</div>`;
+    this.content.innerHTML = `<div class="error-message">${escapeHtml(message)}</div>`;
   }
 
   public setCount(count: number): void {
@@ -63,6 +300,15 @@ export class Panel {
     }
   }
 
+  public setErrorState(hasError: boolean, tooltip?: string): void {
+    this.header.classList.toggle('panel-header-error', hasError);
+    if (tooltip) {
+      this.header.title = tooltip;
+    } else {
+      this.header.removeAttribute('title');
+    }
+  }
+
   public setContent(html: string): void {
     this.content.innerHTML = html;
   }
@@ -79,4 +325,76 @@ export class Panel {
     if (visible) this.show();
     else this.hide();
   }
+
+  /**
+   * Update the "new items" badge
+   * @param count Number of new items (0 hides badge)
+   * @param pulse Whether to pulse the badge (for important updates)
+   */
+  public setNewBadge(count: number, pulse = false): void {
+    if (!this.newBadgeEl) return;
+
+    if (count <= 0) {
+      this.newBadgeEl.style.display = 'none';
+      this.newBadgeEl.classList.remove('pulse');
+      this.element.classList.remove('has-new');
+      return;
+    }
+
+    this.newBadgeEl.textContent = count > 99 ? '99+' : `${count} new`;
+    this.newBadgeEl.style.display = 'inline-flex';
+    this.element.classList.add('has-new');
+
+    if (pulse) {
+      this.newBadgeEl.classList.add('pulse');
+    } else {
+      this.newBadgeEl.classList.remove('pulse');
+    }
+  }
+
+  /**
+   * Clear the new items badge
+   */
+  public clearNewBadge(): void {
+    this.setNewBadge(0);
+  }
+
+  /**
+   * Get the panel ID
+   */
+  public getId(): string {
+    return this.panelId;
+  }
+
+  /**
+   * Reset panel height to default
+   */
+  public resetHeight(): void {
+    this.element.classList.remove('resized', 'span-1', 'span-2', 'span-3', 'span-4');
+    const spans = loadPanelSpans();
+    delete spans[this.panelId];
+    localStorage.setItem(PANEL_SPANS_KEY, JSON.stringify(spans));
+  }
+
+  /**
+   * Clean up event listeners and resources
+   */
+  public destroy(): void {
+    if (this.tooltipCloseHandler) {
+      document.removeEventListener('click', this.tooltipCloseHandler);
+      this.tooltipCloseHandler = null;
+    }
+    if (this.onTouchMove) {
+      document.removeEventListener('touchmove', this.onTouchMove);
+      this.onTouchMove = null;
+    }
+    if (this.onTouchEnd) {
+      document.removeEventListener('touchend', this.onTouchEnd);
+      this.onTouchEnd = null;
+    }
+    if (this.onDocMouseUp) {
+      document.removeEventListener('mouseup', this.onDocMouseUp);
+      this.onDocMouseUp = null;
+    }
+  }
 }
diff --git a/src/components/PizzIntIndicator.ts b/src/components/PizzIntIndicator.ts
new file mode 100644
index 000000000..edbc96941
--- /dev/null
+++ b/src/components/PizzIntIndicator.ts
@@ -0,0 +1,331 @@
+import type { PizzIntStatus, GdeltTensionPair } from '@/types';
+import { escapeHtml } from '@/utils/sanitize';
+
+const DEFCON_COLORS: Record<number, string> = {
+  1: '#ff0040',
+  2: '#ff4400',
+  3: '#ffaa00',
+  4: '#00aaff',
+  5: '#2d8a6e',
+};
+
+export class PizzIntIndicator {
+  private element: HTMLElement;
+  private isExpanded = false;
+  private status: PizzIntStatus | null = null;
+  private tensions: GdeltTensionPair[] = [];
+
+  constructor() {
+    this.element = document.createElement('div');
+    this.element.className = 'pizzint-indicator';
+    this.element.innerHTML = `
+      <button class="pizzint-toggle" title="Pentagon Pizza Index">
+        <span class="pizzint-icon">🍕</span>
+        <span class="pizzint-defcon">--</span>
+        <span class="pizzint-score">--%</span>
+      </button>
+      <div class="pizzint-panel hidden">
+        <div class="pizzint-header">
+          <span class="pizzint-title">Pentagon Pizza Index</span>
+          <button class="pizzint-close">×</button>
+        </div>
+        <div class="pizzint-status-bar">
+          <div class="pizzint-defcon-label"></div>
+        </div>
+        <div class="pizzint-locations"></div>
+        <div class="pizzint-tensions">
+          <div class="pizzint-tensions-title">Geopolitical Tensions</div>
+          <div class="pizzint-tensions-list"></div>
+        </div>
+        <div class="pizzint-footer">
+          <span class="pizzint-source">Source: <a href="https://pizzint.watch" target="_blank" rel="noopener">PizzINT</a></span>
+          <span class="pizzint-updated"></span>
+        </div>
+      </div>
+    `;
+
+    this.injectStyles();
+    this.setupEventListeners();
+  }
+
+  private injectStyles(): void {
+    if (document.getElementById('pizzint-styles')) return;
+    const style = document.createElement('style');
+    style.id = 'pizzint-styles';
+    style.textContent = `
+      .pizzint-indicator {
+        position: relative;
+        z-index: 1000;
+        font-family: 'JetBrains Mono', monospace;
+      }
+      .pizzint-toggle {
+        display: flex;
+        align-items: center;
+        gap: 6px;
+        background: transparent;
+        border: 1px solid rgba(255, 255, 255, 0.2);
+        border-radius: 4px;
+        padding: 4px 8px;
+        cursor: pointer;
+        transition: all 0.2s;
+      }
+      .pizzint-toggle:hover {
+        background: rgba(255, 255, 255, 0.1);
+        border-color: rgba(255, 255, 255, 0.4);
+      }
+      .pizzint-icon { font-size: 14px; }
+      .pizzint-defcon {
+        font-size: 10px;
+        font-weight: bold;
+        padding: 2px 5px;
+        border-radius: 3px;
+        background: #444;
+        color: #fff;
+      }
+      .pizzint-score {
+        font-size: 10px;
+        color: rgba(255, 255, 255, 0.7);
+      }
+      .pizzint-panel {
+        position: absolute;
+        top: 100%;
+        left: 0;
+        margin-top: 8px;
+        width: 320px;
+        background: rgba(0, 0, 0, 0.95);
+        border: 1px solid rgba(255, 255, 255, 0.2);
+        border-radius: 12px;
+        overflow: hidden;
+        box-shadow: 0 8px 32px rgba(0, 0, 0, 0.5);
+      }
+      .pizzint-panel.hidden { display: none; }
+      .pizzint-header {
+        display: flex;
+        justify-content: space-between;
+        align-items: center;
+        padding: 12px 16px;
+        border-bottom: 1px solid rgba(255, 255, 255, 0.1);
+      }
+      .pizzint-title {
+        font-size: 14px;
+        font-weight: bold;
+        color: #fff;
+      }
+      .pizzint-close {
+        background: none;
+        border: none;
+        color: rgba(255, 255, 255, 0.5);
+        font-size: 20px;
+        cursor: pointer;
+        padding: 0;
+        line-height: 1;
+      }
+      .pizzint-close:hover { color: #fff; }
+      .pizzint-status-bar {
+        padding: 12px 16px;
+        background: rgba(255, 255, 255, 0.05);
+      }
+      .pizzint-defcon-label {
+        font-size: 11px;
+        text-transform: uppercase;
+        letter-spacing: 1px;
+        color: rgba(255, 255, 255, 0.9);
+        text-align: center;
+      }
+      .pizzint-locations {
+        padding: 8px 16px;
+        max-height: 180px;
+        overflow-y: auto;
+      }
+      .pizzint-location {
+        display: flex;
+        justify-content: space-between;
+        align-items: center;
+        padding: 6px 0;
+        border-bottom: 1px solid rgba(255, 255, 255, 0.05);
+        font-size: 11px;
+      }
+      .pizzint-location:last-child { border-bottom: none; }
+      .pizzint-location-name {
+        color: rgba(255, 255, 255, 0.8);
+        flex: 1;
+        white-space: nowrap;
+        overflow: hidden;
+        text-overflow: ellipsis;
+        margin-right: 8px;
+      }
+      .pizzint-location-status {
+        padding: 2px 6px;
+        border-radius: 4px;
+        font-size: 10px;
+        font-weight: bold;
+        text-transform: uppercase;
+      }
+      .pizzint-location-status.spike { background: #ff0040; color: #fff; }
+      .pizzint-location-status.high { background: #ff4400; color: #fff; }
+      .pizzint-location-status.elevated { background: #ffaa00; color: #000; }
+      .pizzint-location-status.nominal { background: #00aaff; color: #fff; }
+      .pizzint-location-status.quiet { background: #00ff88; color: #000; }
+      .pizzint-location-status.closed { background: #444; color: #888; }
+      .pizzint-tensions {
+        padding: 12px 16px;
+        border-top: 1px solid rgba(255, 255, 255, 0.1);
+      }
+      .pizzint-tensions-title {
+        font-size: 11px;
+        text-transform: uppercase;
+        letter-spacing: 1px;
+        color: rgba(255, 255, 255, 0.5);
+        margin-bottom: 8px;
+      }
+      .pizzint-tension-row {
+        display: flex;
+        justify-content: space-between;
+        align-items: center;
+        padding: 4px 0;
+        font-size: 11px;
+      }
+      .pizzint-tension-label { color: rgba(255, 255, 255, 0.8); }
+      .pizzint-tension-score {
+        display: flex;
+        align-items: center;
+        gap: 6px;
+      }
+      .pizzint-tension-value { color: #fff; font-weight: bold; }
+      .pizzint-tension-trend { font-size: 10px; }
+      .pizzint-tension-trend.rising { color: #ff4400; }
+      .pizzint-tension-trend.falling { color: #00ff88; }
+      .pizzint-tension-trend.stable { color: #888; }
+      .pizzint-footer {
+        display: flex;
+        justify-content: space-between;
+        padding: 8px 16px;
+        border-top: 1px solid rgba(255, 255, 255, 0.1);
+        font-size: 10px;
+        color: rgba(255, 255, 255, 0.4);
+      }
+      .pizzint-footer a {
+        color: rgba(255, 255, 255, 0.6);
+        text-decoration: none;
+      }
+      .pizzint-footer a:hover { color: #fff; }
+    `;
+    document.head.appendChild(style);
+  }
+
+  private setupEventListeners(): void {
+    const toggle = this.element.querySelector('.pizzint-toggle')!;
+    const panel = this.element.querySelector('.pizzint-panel')!;
+    const closeBtn = this.element.querySelector('.pizzint-close')!;
+
+    toggle.addEventListener('click', () => {
+      this.isExpanded = !this.isExpanded;
+      panel.classList.toggle('hidden', !this.isExpanded);
+    });
+
+    closeBtn.addEventListener('click', () => {
+      this.isExpanded = false;
+      panel.classList.add('hidden');
+    });
+  }
+
+  public updateStatus(status: PizzIntStatus): void {
+    this.status = status;
+    this.render();
+  }
+
+  public updateTensions(tensions: GdeltTensionPair[]): void {
+    this.tensions = tensions;
+    this.renderTensions();
+  }
+
+  private render(): void {
+    if (!this.status) return;
+
+    const defconEl = this.element.querySelector('.pizzint-defcon') as HTMLElement;
+    const scoreEl = this.element.querySelector('.pizzint-score') as HTMLElement;
+    const labelEl = this.element.querySelector('.pizzint-defcon-label') as HTMLElement;
+    const locationsEl = this.element.querySelector('.pizzint-locations') as HTMLElement;
+    const updatedEl = this.element.querySelector('.pizzint-updated') as HTMLElement;
+
+    const color = DEFCON_COLORS[this.status.defconLevel] || '#888';
+    defconEl.textContent = `DEFCON ${this.status.defconLevel}`;
+    defconEl.style.background = color;
+    defconEl.style.color = this.status.defconLevel <= 3 ? '#000' : '#fff';
+
+    scoreEl.textContent = `${this.status.aggregateActivity}%`;
+    labelEl.textContent = this.status.defconLabel;
+    labelEl.style.color = color;
+
+    locationsEl.innerHTML = this.status.locations.map(loc => {
+      const statusClass = this.getStatusClass(loc);
+      const statusLabel = this.getStatusLabel(loc);
+      return `
+        <div class="pizzint-location">
+          <span class="pizzint-location-name">${escapeHtml(loc.name)}</span>
+          <span class="pizzint-location-status ${statusClass}">${statusLabel}</span>
+        </div>
+      `;
+    }).join('');
+
+    const timeAgo = this.formatTimeAgo(this.status.lastUpdate);
+    updatedEl.textContent = `Updated ${timeAgo}`;
+  }
+
+  private renderTensions(): void {
+    const listEl = this.element.querySelector('.pizzint-tensions-list') as HTMLElement;
+    if (!listEl) return;
+
+    listEl.innerHTML = this.tensions.map(t => {
+      const trendIcon = t.trend === 'rising' ? '↑' : t.trend === 'falling' ? '↓' : '→';
+      const changeText = t.changePercent > 0 ? `+${t.changePercent}%` : `${t.changePercent}%`;
+      const trendClass = escapeHtml(t.trend);
+      return `
+        <div class="pizzint-tension-row">
+          <span class="pizzint-tension-label">${escapeHtml(t.label)}</span>
+          <span class="pizzint-tension-score">
+            <span class="pizzint-tension-value">${t.score.toFixed(1)}</span>
+            <span class="pizzint-tension-trend ${trendClass}">${trendIcon} ${changeText}</span>
+          </span>
+        </div>
+      `;
+    }).join('');
+  }
+
+  private getStatusClass(loc: { is_closed_now: boolean; is_spike: boolean; current_popularity: number }): string {
+    if (loc.is_closed_now) return 'closed';
+    if (loc.is_spike) return 'spike';
+    if (loc.current_popularity >= 70) return 'high';
+    if (loc.current_popularity >= 40) return 'elevated';
+    if (loc.current_popularity >= 15) return 'nominal';
+    return 'quiet';
+  }
+
+  private getStatusLabel(loc: { is_closed_now: boolean; is_spike: boolean; current_popularity: number }): string {
+    if (loc.is_closed_now) return 'CLOSED';
+    if (loc.is_spike) return `SPIKE ${loc.current_popularity}%`;
+    if (loc.current_popularity >= 70) return `HIGH ${loc.current_popularity}%`;
+    if (loc.current_popularity >= 40) return `ELEVATED ${loc.current_popularity}%`;
+    if (loc.current_popularity >= 15) return `NOMINAL ${loc.current_popularity}%`;
+    return `QUIET ${loc.current_popularity}%`;
+  }
+
+  private formatTimeAgo(date: Date): string {
+    const diff = Date.now() - date.getTime();
+    if (diff < 60000) return 'just now';
+    if (diff < 3600000) return `${Math.floor(diff / 60000)}m ago`;
+    return `${Math.floor(diff / 3600000)}h ago`;
+  }
+
+  public getElement(): HTMLElement {
+    return this.element;
+  }
+
+  public hide(): void {
+    this.element.style.display = 'none';
+  }
+
+  public show(): void {
+    this.element.style.display = '';
+  }
+}
diff --git a/src/components/PopulationExposurePanel.ts b/src/components/PopulationExposurePanel.ts
new file mode 100644
index 000000000..3fa05c368
--- /dev/null
+++ b/src/components/PopulationExposurePanel.ts
@@ -0,0 +1,98 @@
+import { Panel } from './Panel';
+import { escapeHtml } from '@/utils/sanitize';
+import type { PopulationExposure } from '@/types';
+import { formatPopulation } from '@/services/population-exposure';
+
+export class PopulationExposurePanel extends Panel {
+  private exposures: PopulationExposure[] = [];
+
+  constructor() {
+    super({
+      id: 'population-exposure',
+      title: 'Population Exposure',
+      showCount: true,
+      trackActivity: true,
+      infoTooltip: `<strong>Population Exposure Estimates</strong>
+        Estimated population within event impact radius.
+        Based on WorldPop country density data.
+        <ul>
+          <li>Conflict: 50km radius</li>
+          <li>Earthquake: 100km radius</li>
+          <li>Flood: 100km radius</li>
+          <li>Wildfire: 30km radius</li>
+        </ul>`,
+    });
+    this.showLoading('Calculating exposure');
+  }
+
+  public setExposures(exposures: PopulationExposure[]): void {
+    this.exposures = exposures;
+    this.setCount(exposures.length);
+    this.renderContent();
+  }
+
+  private renderContent(): void {
+    if (this.exposures.length === 0) {
+      this.setContent('<div class="panel-empty">No exposure data available</div>');
+      return;
+    }
+
+    const totalAffected = this.exposures.reduce((sum, e) => sum + e.exposedPopulation, 0);
+
+    const cards = this.exposures.slice(0, 30).map(e => {
+      const typeIcon = this.getTypeIcon(e.eventType);
+      const popClass = e.exposedPopulation >= 1_000_000 ? ' popexp-pop-large' : '';
+      return `<div class="popexp-card">
+        <div class="popexp-card-name">${typeIcon} ${escapeHtml(e.eventName)}</div>
+        <div class="popexp-card-meta">
+          <span class="popexp-card-pop${popClass}">${formatPopulation(e.exposedPopulation)} affected</span>
+          <span class="popexp-card-radius">${e.exposureRadiusKm}km radius</span>
+        </div>
+      </div>`;
+    }).join('');
+
+    this.setContent(`
+      <div class="popexp-panel-content">
+        <div class="popexp-summary">
+          <span class="popexp-label">Total Affected</span>
+          <span class="popexp-total">${formatPopulation(totalAffected)}</span>
+        </div>
+        <div class="popexp-list">${cards}</div>
+      </div>
+      <style>
+        .popexp-panel-content { font-size: 12px; }
+        .popexp-summary { display: flex; justify-content: space-between; align-items: center; padding: 8px 10px; margin-bottom: 6px; background: rgba(239, 68, 68, 0.08); border-radius: 4px; border-left: 3px solid #ef4444; }
+        .popexp-label { color: #999; font-size: 11px; text-transform: uppercase; letter-spacing: 0.5px; }
+        .popexp-total { color: #fff; font-size: 16px; font-weight: 700; font-variant-numeric: tabular-nums; }
+        .popexp-list { display: flex; flex-direction: column; }
+        .popexp-card { padding: 6px 10px; border-bottom: 1px solid #1a1a1a; }
+        .popexp-card:hover { background: #1a1a1a; }
+        .popexp-card-name { color: #ddd; font-size: 12px; line-height: 1.4; margin-bottom: 3px; word-break: break-word; }
+        .popexp-card-meta { display: flex; justify-content: space-between; align-items: center; }
+        .popexp-card-pop { color: #ef4444; font-size: 11px; font-variant-numeric: tabular-nums; font-weight: 500; }
+        .popexp-pop-large { color: #fff; font-weight: 700; }
+        .popexp-card-radius { color: #666; font-size: 11px; font-variant-numeric: tabular-nums; }
+      </style>
+    `);
+  }
+
+  private getTypeIcon(type: string): string {
+    switch (type) {
+      case 'state-based':
+      case 'non-state':
+      case 'one-sided':
+      case 'conflict':
+      case 'battle':
+        return '\u2694\uFE0F';
+      case 'earthquake':
+        return '\uD83C\uDF0D';
+      case 'flood':
+        return '\uD83C\uDF0A';
+      case 'fire':
+      case 'wildfire':
+        return '\uD83D\uDD25';
+      default:
+        return '\uD83D\uDCCD';
+    }
+  }
+}
diff --git a/src/components/PredictionPanel.ts b/src/components/PredictionPanel.ts
index a703c4429..cf153faf5 100644
--- a/src/components/PredictionPanel.ts
+++ b/src/components/PredictionPanel.ts
@@ -1,9 +1,21 @@
 import { Panel } from './Panel';
 import type { PredictionMarket } from '@/types';
+import { escapeHtml, sanitizeUrl } from '@/utils/sanitize';
 
 export class PredictionPanel extends Panel {
   constructor() {
-    super({ id: 'polymarket', title: 'Prediction Markets' });
+    super({
+      id: 'polymarket',
+      title: 'Prediction Markets',
+      infoTooltip: `<strong>Prediction Markets</strong>
+        Real-money forecasting markets:
+        <ul>
+          <li>Prices reflect crowd probability estimates</li>
+          <li>Higher volume = more reliable signal</li>
+          <li>Geopolitical and current events focus</li>
+        </ul>
+        Source: Polymarket (polymarket.com)`,
+    });
   }
 
   private formatVolume(volume?: number): string {
@@ -25,9 +37,14 @@ export class PredictionPanel extends Panel {
         const noPercent = 100 - yesPercent;
         const volumeStr = this.formatVolume(p.volume);
 
+        const safeUrl = sanitizeUrl(p.url || '');
+        const titleHtml = safeUrl
+          ? `<a href="${safeUrl}" target="_blank" rel="noopener" class="prediction-question prediction-link">${escapeHtml(p.title)}</a>`
+          : `<div class="prediction-question">${escapeHtml(p.title)}</div>`;
+
         return `
       <div class="prediction-item">
-        <div class="prediction-question">${p.title}</div>
+        ${titleHtml}
         ${volumeStr ? `<div class="prediction-volume">Vol: ${volumeStr}</div>` : ''}
         <div class="prediction-bar">
           <div class="prediction-yes" style="width: ${yesPercent}%">
diff --git a/src/components/RegulationPanel.ts b/src/components/RegulationPanel.ts
new file mode 100644
index 000000000..c0e011513
--- /dev/null
+++ b/src/components/RegulationPanel.ts
@@ -0,0 +1,318 @@
+import { Panel } from './Panel';
+import type { AIRegulation, RegulatoryAction, CountryRegulationProfile } from '@/types';
+import {
+  AI_REGULATIONS,
+  COUNTRY_REGULATION_PROFILES,
+  getUpcomingDeadlines,
+  getRecentActions,
+} from '@/config';
+import { escapeHtml, sanitizeUrl } from '@/utils/sanitize';
+
+export class RegulationPanel extends Panel {
+  private viewMode: 'timeline' | 'deadlines' | 'regulations' | 'countries' = 'timeline';
+
+  constructor(id: string) {
+    super({ id, title: 'AI Regulation Dashboard' });
+    this.render();
+  }
+
+  protected render(): void {
+    this.content.innerHTML = `
+      <div class="regulation-panel">
+        <div class="regulation-header">
+          <h3>AI Regulation Dashboard</h3>
+          <div class="regulation-tabs">
+            <button class="tab ${this.viewMode === 'timeline' ? 'active' : ''}" data-view="timeline">Timeline</button>
+            <button class="tab ${this.viewMode === 'deadlines' ? 'active' : ''}" data-view="deadlines">Deadlines</button>
+            <button class="tab ${this.viewMode === 'regulations' ? 'active' : ''}" data-view="regulations">Regulations</button>
+            <button class="tab ${this.viewMode === 'countries' ? 'active' : ''}" data-view="countries">Countries</button>
+          </div>
+        </div>
+        <div class="regulation-content">
+          ${this.renderContent()}
+        </div>
+      </div>
+    `;
+
+    // Add event listeners for tabs
+    this.content.querySelectorAll('.tab').forEach(tab => {
+      tab.addEventListener('click', (e) => {
+        const target = e.target as HTMLElement;
+        const view = target.dataset.view as typeof this.viewMode;
+        if (view) {
+          this.viewMode = view;
+          this.render();
+        }
+      });
+    });
+  }
+
+  private renderContent(): string {
+    switch (this.viewMode) {
+      case 'timeline':
+        return this.renderTimeline();
+      case 'deadlines':
+        return this.renderDeadlines();
+      case 'regulations':
+        return this.renderRegulations();
+      case 'countries':
+        return this.renderCountries();
+      default:
+        return '';
+    }
+  }
+
+  private renderTimeline(): string {
+    const recentActions = getRecentActions(12); // Last 12 months
+
+    if (recentActions.length === 0) {
+      return '<div class="empty-state">No recent regulatory actions</div>';
+    }
+
+    return `
+      <div class="timeline-view">
+        <div class="timeline-header">
+          <h4>Recent Regulatory Actions (Last 12 Months)</h4>
+          <span class="count">${recentActions.length} actions</span>
+        </div>
+        <div class="timeline-list">
+          ${recentActions.map(action => this.renderTimelineItem(action)).join('')}
+        </div>
+      </div>
+    `;
+  }
+
+  private renderTimelineItem(action: RegulatoryAction): string {
+    const date = new Date(action.date);
+    const formattedDate = date.toLocaleDateString('en-US', {
+      year: 'numeric',
+      month: 'short',
+      day: 'numeric'
+    });
+
+    const typeIcons: Record<RegulatoryAction['type'], string> = {
+      'law-passed': '📜',
+      'executive-order': '🏛️',
+      'guideline': '📋',
+      'enforcement': '⚖️',
+      'consultation': '💬',
+    };
+
+    const impactColors: Record<RegulatoryAction['impact'], string> = {
+      high: '#ff4444',
+      medium: '#ffaa00',
+      low: '#44ff88',
+    };
+
+    return `
+      <div class="timeline-item impact-${action.impact}">
+        <div class="timeline-marker">
+          <span class="timeline-icon">${typeIcons[action.type]}</span>
+          <div class="timeline-line"></div>
+        </div>
+        <div class="timeline-content">
+          <div class="timeline-header-row">
+            <span class="timeline-date">${formattedDate}</span>
+            <span class="timeline-country">${escapeHtml(action.country)}</span>
+            <span class="timeline-impact" style="color: ${impactColors[action.impact]}">${action.impact.toUpperCase()}</span>
+          </div>
+          <h5>${escapeHtml(action.title)}</h5>
+          <p>${escapeHtml(action.description)}</p>
+          ${action.source ? `<span class="timeline-source">Source: ${escapeHtml(action.source)}</span>` : ''}
+        </div>
+      </div>
+    `;
+  }
+
+  private renderDeadlines(): string {
+    const upcomingDeadlines = getUpcomingDeadlines();
+
+    if (upcomingDeadlines.length === 0) {
+      return '<div class="empty-state">No upcoming compliance deadlines in the next 12 months</div>';
+    }
+
+    return `
+      <div class="deadlines-view">
+        <div class="deadlines-header">
+          <h4>Upcoming Compliance Deadlines</h4>
+          <span class="count">${upcomingDeadlines.length} deadlines</span>
+        </div>
+        <div class="deadlines-list">
+          ${upcomingDeadlines.map(reg => this.renderDeadlineItem(reg)).join('')}
+        </div>
+      </div>
+    `;
+  }
+
+  private renderDeadlineItem(regulation: AIRegulation): string {
+    const deadline = new Date(regulation.complianceDeadline!);
+    const now = new Date();
+    const daysUntil = Math.ceil((deadline.getTime() - now.getTime()) / (1000 * 60 * 60 * 24));
+
+    const formattedDate = deadline.toLocaleDateString('en-US', {
+      year: 'numeric',
+      month: 'long',
+      day: 'numeric',
+    });
+
+    const urgencyClass = daysUntil < 90 ? 'urgent' : daysUntil < 180 ? 'warning' : 'normal';
+
+    return `
+      <div class="deadline-item ${urgencyClass}">
+        <div class="deadline-countdown">
+          <div class="days-until">${daysUntil}</div>
+          <div class="days-label">days</div>
+        </div>
+        <div class="deadline-content">
+          <h5>${escapeHtml(regulation.shortName)}</h5>
+          <p class="deadline-name">${escapeHtml(regulation.name)}</p>
+          <div class="deadline-meta">
+            <span class="deadline-date">📅 ${formattedDate}</span>
+            <span class="deadline-country">🌍 ${escapeHtml(regulation.country)}</span>
+          </div>
+          ${regulation.penalties ? `<p class="deadline-penalties">⚠️ Penalties: ${escapeHtml(regulation.penalties)}</p>` : ''}
+          <div class="deadline-scope">
+            ${regulation.scope.map(s => `<span class="scope-tag">${escapeHtml(s)}</span>`).join('')}
+          </div>
+        </div>
+      </div>
+    `;
+  }
+
+  private renderRegulations(): string {
+    const activeRegulations = AI_REGULATIONS.filter(r => r.status === 'active');
+    const proposedRegulations = AI_REGULATIONS.filter(r => r.status === 'proposed');
+
+    return `
+      <div class="regulations-view">
+        <div class="regulations-section">
+          <h4>Active Regulations (${activeRegulations.length})</h4>
+          <div class="regulations-list">
+            ${activeRegulations.map(reg => this.renderRegulationCard(reg)).join('')}
+          </div>
+        </div>
+        <div class="regulations-section">
+          <h4>Proposed Regulations (${proposedRegulations.length})</h4>
+          <div class="regulations-list">
+            ${proposedRegulations.map(reg => this.renderRegulationCard(reg)).join('')}
+          </div>
+        </div>
+      </div>
+    `;
+  }
+
+  private renderRegulationCard(regulation: AIRegulation): string {
+    const typeColors: Record<AIRegulation['type'], string> = {
+      comprehensive: '#4488ff',
+      sectoral: '#ff8844',
+      voluntary: '#44ff88',
+      proposed: '#ffaa00',
+    };
+
+    const effectiveDate = regulation.effectiveDate
+      ? new Date(regulation.effectiveDate).toLocaleDateString('en-US', { year: 'numeric', month: 'short' })
+      : 'TBD';
+    const regulationLink = regulation.link ? sanitizeUrl(regulation.link) : '';
+
+    return `
+      <div class="regulation-card">
+        <div class="regulation-card-header">
+          <h5>${escapeHtml(regulation.shortName)}</h5>
+          <span class="regulation-type" style="background-color: ${typeColors[regulation.type]}">${regulation.type}</span>
+        </div>
+        <p class="regulation-full-name">${escapeHtml(regulation.name)}</p>
+        <div class="regulation-meta">
+          <span>🌍 ${escapeHtml(regulation.country)}</span>
+          <span>📅 ${effectiveDate}</span>
+          <span class="status-badge status-${regulation.status}">${regulation.status}</span>
+        </div>
+        ${regulation.description ? `<p class="regulation-description">${escapeHtml(regulation.description)}</p>` : ''}
+        <div class="regulation-provisions">
+          <strong>Key Provisions:</strong>
+          <ul>
+            ${regulation.keyProvisions.slice(0, 3).map(p => `<li>${escapeHtml(p)}</li>`).join('')}
+            ${regulation.keyProvisions.length > 3 ? `<li class="more-provisions">+${regulation.keyProvisions.length - 3} more...</li>` : ''}
+          </ul>
+        </div>
+        <div class="regulation-scope">
+          ${regulation.scope.map(s => `<span class="scope-tag">${escapeHtml(s)}</span>`).join('')}
+        </div>
+        ${regulationLink ? `<a href="${regulationLink}" target="_blank" rel="noopener noreferrer" class="regulation-link">Learn More →</a>` : ''}
+      </div>
+    `;
+  }
+
+  private renderCountries(): string {
+    const profiles = COUNTRY_REGULATION_PROFILES.sort((a, b) => {
+      const stanceOrder: Record<CountryRegulationProfile['stance'], number> = {
+        strict: 0,
+        moderate: 1,
+        permissive: 2,
+        undefined: 3,
+      };
+      return stanceOrder[a.stance] - stanceOrder[b.stance];
+    });
+
+    return `
+      <div class="countries-view">
+        <div class="countries-header">
+          <h4>Global Regulatory Landscape</h4>
+          <div class="stance-legend">
+            <span class="legend-item"><span class="color-box strict"></span> Strict</span>
+            <span class="legend-item"><span class="color-box moderate"></span> Moderate</span>
+            <span class="legend-item"><span class="color-box permissive"></span> Permissive</span>
+            <span class="legend-item"><span class="color-box undefined"></span> Undefined</span>
+          </div>
+        </div>
+        <div class="countries-list">
+          ${profiles.map(profile => this.renderCountryCard(profile)).join('')}
+        </div>
+      </div>
+    `;
+  }
+
+  private renderCountryCard(profile: CountryRegulationProfile): string {
+    const stanceColors: Record<CountryRegulationProfile['stance'], string> = {
+      strict: '#ff4444',
+      moderate: '#ffaa00',
+      permissive: '#44ff88',
+      undefined: '#666666',
+    };
+
+    const activeCount = profile.activeRegulations.length;
+    const proposedCount = profile.proposedRegulations.length;
+
+    return `
+      <div class="country-card stance-${profile.stance}">
+        <div class="country-card-header" style="border-left: 4px solid ${stanceColors[profile.stance]}">
+          <h5>${escapeHtml(profile.country)}</h5>
+          <span class="stance-badge" style="background-color: ${stanceColors[profile.stance]}">${profile.stance.toUpperCase()}</span>
+        </div>
+        <p class="country-summary">${escapeHtml(profile.summary)}</p>
+        <div class="country-stats">
+          <div class="stat">
+            <span class="stat-value">${activeCount}</span>
+            <span class="stat-label">Active</span>
+          </div>
+          <div class="stat">
+            <span class="stat-value">${proposedCount}</span>
+            <span class="stat-label">Proposed</span>
+          </div>
+          <div class="stat">
+            <span class="stat-value">${new Date(profile.lastUpdated).toLocaleDateString('en-US', { month: 'short', year: 'numeric' })}</span>
+            <span class="stat-label">Updated</span>
+          </div>
+        </div>
+      </div>
+    `;
+  }
+
+  public updateData(): void {
+    this.render();
+  }
+
+  public setView(view: 'timeline' | 'deadlines' | 'regulations' | 'countries'): void {
+    this.viewMode = view;
+    this.render();
+  }
+}
diff --git a/src/components/RuntimeConfigPanel.ts b/src/components/RuntimeConfigPanel.ts
new file mode 100644
index 000000000..b9d830e82
--- /dev/null
+++ b/src/components/RuntimeConfigPanel.ts
@@ -0,0 +1,360 @@
+import { Panel } from './Panel';
+import {
+  RUNTIME_FEATURES,
+  getEffectiveSecrets,
+  getRuntimeConfigSnapshot,
+  getSecretState,
+  isFeatureAvailable,
+  isFeatureEnabled,
+  setFeatureToggle,
+  setSecretValue,
+  subscribeRuntimeConfig,
+  validateSecret,
+  verifySecretWithApi,
+  type RuntimeFeatureDefinition,
+  type RuntimeSecretKey,
+} from '@/services/runtime-config';
+import { invokeTauri } from '@/services/tauri-bridge';
+import { escapeHtml } from '@/utils/sanitize';
+import { isDesktopRuntime } from '@/services/runtime';
+
+const SIGNUP_URLS: Partial<Record<RuntimeSecretKey, string>> = {
+  GROQ_API_KEY: 'https://console.groq.com/keys',
+  OPENROUTER_API_KEY: 'https://openrouter.ai/settings/keys',
+  FRED_API_KEY: 'https://fred.stlouisfed.org/docs/api/api_key.html',
+  EIA_API_KEY: 'https://www.eia.gov/opendata/register.php',
+  CLOUDFLARE_API_TOKEN: 'https://dash.cloudflare.com/profile/api-tokens',
+  ACLED_ACCESS_TOKEN: 'https://developer.acleddata.com/',
+  URLHAUS_AUTH_KEY: 'https://auth.abuse.ch/',
+  OTX_API_KEY: 'https://otx.alienvault.com/',
+  ABUSEIPDB_API_KEY: 'https://www.abuseipdb.com/login',
+  WINGBITS_API_KEY: 'https://wingbits.com/register',
+  AISSTREAM_API_KEY: 'https://aisstream.io/authenticate',
+  OPENSKY_CLIENT_ID: 'https://opensky-network.org/login?view=registration',
+  OPENSKY_CLIENT_SECRET: 'https://opensky-network.org/login?view=registration',
+  FINNHUB_API_KEY: 'https://finnhub.io/register',
+  NASA_FIRMS_API_KEY: 'https://firms.modaps.eosdis.nasa.gov/api/area/',
+};
+
+const MASKED_SENTINEL = '__WM_MASKED__';
+
+const SECRET_HELP_TEXT: Partial<Record<RuntimeSecretKey, string>> = {
+  URLHAUS_AUTH_KEY: 'Used for both URLhaus and ThreatFox APIs.',
+  OTX_API_KEY: 'Optional enrichment source for the cyber threat layer.',
+  ABUSEIPDB_API_KEY: 'Optional enrichment source for malicious IP reputation.',
+  FINNHUB_API_KEY: 'Real-time stock quotes and market data.',
+  NASA_FIRMS_API_KEY: 'Fire Information for Resource Management System.',
+};
+
+interface RuntimeConfigPanelOptions {
+  mode?: 'full' | 'alert';
+  buffered?: boolean;
+}
+
+export class RuntimeConfigPanel extends Panel {
+  private unsubscribe: (() => void) | null = null;
+  private readonly mode: 'full' | 'alert';
+  private readonly buffered: boolean;
+  private pendingSecrets = new Map<RuntimeSecretKey, string>();
+  private validatedKeys = new Map<RuntimeSecretKey, boolean>();
+  private validationMessages = new Map<RuntimeSecretKey, string>();
+
+  constructor(options: RuntimeConfigPanelOptions = {}) {
+    super({ id: 'runtime-config', title: 'Desktop Configuration', showCount: false });
+    this.mode = options.mode ?? (isDesktopRuntime() ? 'alert' : 'full');
+    this.buffered = options.buffered ?? false;
+    this.unsubscribe = subscribeRuntimeConfig(() => this.render());
+    this.render();
+  }
+
+  public async commitPendingSecrets(): Promise<void> {
+    for (const [key, value] of this.pendingSecrets) {
+      await setSecretValue(key, value);
+    }
+    this.pendingSecrets.clear();
+    this.validatedKeys.clear();
+    this.validationMessages.clear();
+  }
+
+  public async commitVerifiedSecrets(): Promise<void> {
+    for (const [key, value] of this.pendingSecrets) {
+      if (this.validatedKeys.get(key) !== false) {
+        await setSecretValue(key, value);
+        this.pendingSecrets.delete(key);
+        this.validatedKeys.delete(key);
+        this.validationMessages.delete(key);
+      }
+    }
+  }
+
+  public hasPendingChanges(): boolean {
+    return this.pendingSecrets.size > 0;
+  }
+
+  public getValidationErrors(): string[] {
+    const errors: string[] = [];
+    for (const [key, value] of this.pendingSecrets) {
+      const result = validateSecret(key, value);
+      if (!result.valid) errors.push(`${key}: ${result.hint || 'Invalid format'}`);
+    }
+    return errors;
+  }
+
+  public async verifyPendingSecrets(): Promise<string[]> {
+    this.captureUnsavedInputs();
+    const errors: string[] = [];
+    const context = Object.fromEntries(this.pendingSecrets.entries()) as Partial<Record<RuntimeSecretKey, string>>;
+
+    for (const [key, value] of this.pendingSecrets) {
+      const localResult = validateSecret(key, value);
+      if (!localResult.valid) {
+        this.validatedKeys.set(key, false);
+        this.validationMessages.set(key, localResult.hint || 'Invalid format');
+        errors.push(`${key}: ${localResult.hint || 'Invalid format'}`);
+        continue;
+      }
+
+      const verifyResult = await verifySecretWithApi(key, value, context);
+      this.validatedKeys.set(key, verifyResult.valid);
+      if (!verifyResult.valid) {
+        this.validationMessages.set(key, verifyResult.message || 'Verification failed');
+        errors.push(`${key}: ${verifyResult.message || 'Verification failed'}`);
+      } else {
+        this.validationMessages.delete(key);
+      }
+    }
+
+    if (this.pendingSecrets.size > 0) {
+      this.render();
+    }
+
+    return errors;
+  }
+
+  public destroy(): void {
+    this.unsubscribe?.();
+    this.unsubscribe = null;
+  }
+
+  private captureUnsavedInputs(): void {
+    if (!this.buffered) return;
+    this.content.querySelectorAll<HTMLInputElement>('input[data-secret]').forEach((input) => {
+      const key = input.dataset.secret as RuntimeSecretKey | undefined;
+      if (!key) return;
+      const raw = input.value.trim();
+      if (!raw || raw === MASKED_SENTINEL) return;
+      this.pendingSecrets.set(key, raw);
+      const result = validateSecret(key, raw);
+      if (!result.valid) {
+        this.validatedKeys.set(key, false);
+        this.validationMessages.set(key, result.hint || 'Invalid format');
+      }
+    });
+  }
+
+  protected render(): void {
+    this.captureUnsavedInputs();
+    const snapshot = getRuntimeConfigSnapshot();
+    const desktop = isDesktopRuntime();
+
+    if (desktop && this.mode === 'alert') {
+      const totalFeatures = RUNTIME_FEATURES.length;
+      const availableFeatures = RUNTIME_FEATURES.filter((feature) => isFeatureAvailable(feature.id)).length;
+      const missingFeatures = Math.max(0, totalFeatures - availableFeatures);
+      const configuredCount = Object.keys(snapshot.secrets).length;
+      const alertTitle = configuredCount > 0
+        ? (missingFeatures > 0 ? 'Some features need API keys' : 'Desktop settings configured')
+        : 'Configure API keys to unlock features';
+      const alertClass = missingFeatures > 0 ? 'warn' : 'ok';
+
+      this.content.innerHTML = `
+        <section class="runtime-alert runtime-alert-${alertClass}">
+          <h3>${alertTitle}</h3>
+          <p>
+            ${availableFeatures}/${totalFeatures} features available${configuredCount > 0 ? ` · ${configuredCount} secrets configured` : ''}.
+          </p>
+          <button type="button" class="runtime-open-settings-btn" data-open-settings>
+            Open Settings
+          </button>
+        </section>
+      `;
+      this.attachListeners();
+      return;
+    }
+
+    this.content.innerHTML = `
+      <div class="runtime-config-summary">
+        ${desktop ? 'Desktop mode' : 'Web mode (read-only, server-managed credentials)'} · ${Object.keys(snapshot.secrets).length} local secrets configured · ${RUNTIME_FEATURES.filter(f => isFeatureAvailable(f.id)).length}/${RUNTIME_FEATURES.length} features available
+      </div>
+      <div class="runtime-config-list">
+        ${RUNTIME_FEATURES.map(feature => this.renderFeature(feature)).join('')}
+      </div>
+    `;
+
+    this.attachListeners();
+  }
+
+  private renderFeature(feature: RuntimeFeatureDefinition): string {
+    const enabled = isFeatureEnabled(feature.id);
+    const available = isFeatureAvailable(feature.id);
+    const effectiveSecrets = getEffectiveSecrets(feature);
+    const allStaged = !available && effectiveSecrets.every(
+      (k) => getSecretState(k).valid || (this.pendingSecrets.has(k) && this.validatedKeys.get(k) !== false)
+    );
+    const pillClass = available ? 'ok' : allStaged ? 'staged' : 'warn';
+    const pillLabel = available ? 'Ready' : allStaged ? 'Staged' : 'Needs Keys';
+    const secrets = effectiveSecrets.map((key) => this.renderSecretRow(key)).join('');
+    const desktop = isDesktopRuntime();
+    const fallbackHtml = available || allStaged ? '' : `<p class="runtime-feature-fallback fallback">${escapeHtml(feature.fallback)}</p>`;
+
+    return `
+      <section class="runtime-feature ${available ? 'available' : allStaged ? 'staged' : 'degraded'}">
+        <header class="runtime-feature-header">
+          <label>
+            <input type="checkbox" data-toggle="${feature.id}" ${enabled ? 'checked' : ''} ${desktop ? '' : 'disabled'}>
+            <span>${escapeHtml(feature.name)}</span>
+          </label>
+          <span class="runtime-pill ${pillClass}">${pillLabel}</span>
+        </header>
+        <div class="runtime-secrets">${secrets}</div>
+        ${fallbackHtml}
+      </section>
+    `;
+  }
+
+  private renderSecretRow(key: RuntimeSecretKey): string {
+    const state = getSecretState(key);
+    const pending = this.pendingSecrets.has(key);
+    const pendingValid = pending ? this.validatedKeys.get(key) : undefined;
+    const status = pending
+      ? (pendingValid === false ? 'Invalid' : 'Staged')
+      : !state.present ? 'Missing' : state.valid ? `Valid (${state.source})` : 'Looks invalid';
+    const statusClass = pending
+      ? (pendingValid === false ? 'warn' : 'staged')
+      : state.valid ? 'ok' : 'warn';
+    const signupUrl = SIGNUP_URLS[key];
+    const helpText = SECRET_HELP_TEXT[key];
+    const linkHtml = signupUrl
+      ? ` <a href="#" data-signup-url="${signupUrl}" class="runtime-secret-link" title="Get API key">&#x2197;</a>`
+      : '';
+    const validated = this.validatedKeys.get(key);
+    const inputClass = pending ? (validated === false ? 'invalid' : 'valid-staged') : '';
+    const checkClass = validated === true ? 'visible' : '';
+    const hintText = pending && validated === false
+      ? (this.validationMessages.get(key) || validateSecret(key, this.pendingSecrets.get(key) || '').hint || 'Invalid value')
+      : null;
+
+    return `
+      <div class="runtime-secret-row">
+        <div class="runtime-secret-key"><code>${escapeHtml(key)}</code>${linkHtml}</div>
+        <span class="runtime-secret-status ${statusClass}">${escapeHtml(status)}</span>
+        <span class="runtime-secret-check ${checkClass}">&#x2713;</span>
+        ${helpText ? `<div class="runtime-secret-meta">${escapeHtml(helpText)}</div>` : ''}
+        <input type="password" data-secret="${key}" placeholder="${pending ? 'Staged (save with OK)' : 'Set secret'}" autocomplete="off" ${isDesktopRuntime() ? '' : 'disabled'} class="${inputClass}" ${pending ? `value="${MASKED_SENTINEL}"` : ''}>
+        ${hintText ? `<span class="runtime-secret-hint">${escapeHtml(hintText)}</span>` : ''}
+      </div>
+    `;
+  }
+
+  private attachListeners(): void {
+    this.content.querySelectorAll<HTMLAnchorElement>('a[data-signup-url]').forEach((link) => {
+      link.addEventListener('click', (e) => {
+        e.preventDefault();
+        const url = link.dataset.signupUrl;
+        if (!url) return;
+        if (isDesktopRuntime()) {
+          void invokeTauri<void>('open_url', { url }).catch(() => window.open(url, '_blank'));
+        } else {
+          window.open(url, '_blank');
+        }
+      });
+    });
+
+    if (!isDesktopRuntime()) return;
+
+    if (this.mode === 'alert') {
+      this.content.querySelector<HTMLButtonElement>('[data-open-settings]')?.addEventListener('click', () => {
+        void invokeTauri<void>('open_settings_window_command').catch((error) => {
+          console.warn('[runtime-config] Failed to open settings window', error);
+        });
+      });
+      return;
+    }
+
+    this.content.querySelectorAll<HTMLInputElement>('input[data-toggle]').forEach((input) => {
+      input.addEventListener('change', () => {
+        const featureId = input.dataset.toggle as RuntimeFeatureDefinition['id'] | undefined;
+        if (!featureId) return;
+        setFeatureToggle(featureId, input.checked);
+      });
+    });
+
+    this.content.querySelectorAll<HTMLInputElement>('input[data-secret]').forEach((input) => {
+      input.addEventListener('input', () => {
+        const key = input.dataset.secret as RuntimeSecretKey | undefined;
+        if (!key) return;
+        if (this.buffered && this.pendingSecrets.has(key) && input.value.startsWith(MASKED_SENTINEL)) {
+          input.value = input.value.slice(MASKED_SENTINEL.length);
+        }
+        this.validatedKeys.delete(key);
+        this.validationMessages.delete(key);
+        const check = input.closest('.runtime-secret-row')?.querySelector('.runtime-secret-check');
+        check?.classList.remove('visible');
+        input.classList.remove('valid-staged', 'invalid');
+        const hint = input.closest('.runtime-secret-row')?.querySelector('.runtime-secret-hint');
+        if (hint) hint.remove();
+      });
+
+      input.addEventListener('blur', () => {
+        const key = input.dataset.secret as RuntimeSecretKey | undefined;
+        if (!key) return;
+        const raw = input.value.trim();
+        if (!raw) {
+          if (this.buffered && this.pendingSecrets.has(key)) {
+            this.pendingSecrets.delete(key);
+            this.validatedKeys.delete(key);
+            this.validationMessages.delete(key);
+            this.render();
+          }
+          return;
+        }
+        if (raw === MASKED_SENTINEL) return;
+        if (this.buffered) {
+          this.pendingSecrets.set(key, raw);
+          const result = validateSecret(key, raw);
+          if (result.valid) {
+            this.validatedKeys.delete(key);
+            this.validationMessages.delete(key);
+          } else {
+            this.validatedKeys.set(key, false);
+            this.validationMessages.set(key, result.hint || 'Invalid format');
+          }
+          input.type = 'password';
+          input.value = MASKED_SENTINEL;
+          input.placeholder = 'Staged (save with OK)';
+          const row = input.closest('.runtime-secret-row');
+          const check = row?.querySelector('.runtime-secret-check');
+          input.classList.remove('valid-staged', 'invalid');
+          if (result.valid) {
+            check?.classList.remove('visible');
+            input.classList.add('valid-staged');
+          } else {
+            check?.classList.remove('visible');
+            input.classList.add('invalid');
+            const existingHint = row?.querySelector('.runtime-secret-hint');
+            if (existingHint) existingHint.remove();
+            if (result.hint) {
+              const hint = document.createElement('span');
+              hint.className = 'runtime-secret-hint';
+              hint.textContent = result.hint;
+              row?.appendChild(hint);
+            }
+          }
+        } else {
+          void setSecretValue(key, raw);
+          input.value = '';
+        }
+      });
+    });
+  }
+}
diff --git a/src/components/SatelliteFiresPanel.ts b/src/components/SatelliteFiresPanel.ts
new file mode 100644
index 000000000..746d3a0e3
--- /dev/null
+++ b/src/components/SatelliteFiresPanel.ts
@@ -0,0 +1,111 @@
+import { Panel } from './Panel';
+import type { FireRegionStats } from '@/services/firms-satellite';
+
+export class SatelliteFiresPanel extends Panel {
+  private stats: FireRegionStats[] = [];
+  private totalCount = 0;
+  private lastUpdated: Date | null = null;
+
+  constructor() {
+    super({
+      id: 'satellite-fires',
+      title: 'Fires',
+      showCount: true,
+      trackActivity: true,
+      infoTooltip: 'NASA FIRMS VIIRS satellite thermal detections across monitored conflict regions. High-intensity = brightness &gt;360K &amp; confidence &gt;80%.',
+    });
+    this.showLoading('Scanning thermal data');
+  }
+
+  public update(stats: FireRegionStats[], totalCount: number): void {
+    const prevCount = this.totalCount;
+    this.stats = stats;
+    this.totalCount = totalCount;
+    this.lastUpdated = new Date();
+    this.setCount(totalCount);
+
+    if (prevCount > 0 && totalCount > prevCount) {
+      this.setNewBadge(totalCount - prevCount);
+    }
+
+    this.render();
+  }
+
+  private render(): void {
+    if (this.stats.length === 0) {
+      this.setContent('<div class="panel-empty">No fire data available</div>');
+      return;
+    }
+
+    const rows = this.stats.map(s => {
+      const frpStr = s.totalFrp >= 1000
+        ? `${(s.totalFrp / 1000).toFixed(1)}k`
+        : Math.round(s.totalFrp).toLocaleString();
+      const highClass = s.highIntensityCount > 0 ? ' fires-high' : '';
+      return `<tr class="fire-row${highClass}">
+        <td class="fire-region">${escapeHtml(s.region)}</td>
+        <td class="fire-count">${s.fireCount}</td>
+        <td class="fire-hi">${s.highIntensityCount}</td>
+        <td class="fire-frp">${frpStr}</td>
+      </tr>`;
+    }).join('');
+
+    const totalFrp = this.stats.reduce((sum, s) => sum + s.totalFrp, 0);
+    const totalHigh = this.stats.reduce((sum, s) => sum + s.highIntensityCount, 0);
+    const ago = this.lastUpdated ? timeSince(this.lastUpdated) : 'never';
+
+    this.setContent(`
+      <div class="fires-panel-content">
+        <table class="fires-table">
+          <thead>
+            <tr>
+              <th>Region</th>
+              <th>Fires</th>
+              <th>High</th>
+              <th>FRP</th>
+            </tr>
+          </thead>
+          <tbody>${rows}</tbody>
+          <tfoot>
+            <tr class="fire-totals">
+              <td>Total</td>
+              <td>${this.totalCount}</td>
+              <td>${totalHigh}</td>
+              <td>${totalFrp >= 1000 ? `${(totalFrp / 1000).toFixed(1)}k` : Math.round(totalFrp).toLocaleString()}</td>
+            </tr>
+          </tfoot>
+        </table>
+        <div class="fires-footer">
+          <span class="fires-source">NASA FIRMS (VIIRS SNPP)</span>
+          <span class="fires-updated">${ago}</span>
+        </div>
+      </div>
+      <style>
+        .fires-panel-content { font-size: 12px; }
+        .fires-table { width: 100%; border-collapse: collapse; }
+        .fires-table th { text-align: left; color: #666; font-weight: 600; font-size: 10px; text-transform: uppercase; padding: 4px 8px; border-bottom: 1px solid #222; }
+        .fires-table td { padding: 5px 8px; border-bottom: 1px solid #1a1a1a; color: #ccc; }
+        .fire-row:hover { background: #1a1a1a; }
+        .fire-row.fires-high .fire-region { color: #f97316; }
+        .fire-row.fires-high .fire-hi { color: #ef4444; font-weight: 600; }
+        .fire-count, .fire-hi, .fire-frp { text-align: right; font-variant-numeric: tabular-nums; }
+        .fire-totals { border-top: 1px solid #333; }
+        .fire-totals td { color: #fff; font-weight: 600; }
+        .fires-footer { display: flex; justify-content: space-between; padding: 8px 8px 0; color: #555; font-size: 10px; }
+      </style>
+    `);
+  }
+}
+
+function escapeHtml(s: string): string {
+  return s.replace(/&/g, '&amp;').replace(/</g, '&lt;').replace(/>/g, '&gt;');
+}
+
+function timeSince(date: Date): string {
+  const secs = Math.floor((Date.now() - date.getTime()) / 1000);
+  if (secs < 60) return 'just now';
+  const mins = Math.floor(secs / 60);
+  if (mins < 60) return `${mins}m ago`;
+  const hrs = Math.floor(mins / 60);
+  return `${hrs}h ago`;
+}
diff --git a/src/components/SearchModal.ts b/src/components/SearchModal.ts
index 1da61287b..f19bdad5d 100644
--- a/src/components/SearchModal.ts
+++ b/src/components/SearchModal.ts
@@ -1,4 +1,6 @@
-export type SearchResultType = 'news' | 'hotspot' | 'market' | 'prediction' | 'conflict' | 'base' | 'pipeline' | 'cable' | 'datacenter' | 'earthquake' | 'outage' | 'nuclear' | 'irradiator';
+import { escapeHtml } from '@/utils/sanitize';
+
+export type SearchResultType = 'country' | 'news' | 'hotspot' | 'market' | 'prediction' | 'conflict' | 'base' | 'pipeline' | 'cable' | 'datacenter' | 'earthquake' | 'outage' | 'nuclear' | 'irradiator' | 'techcompany' | 'ailab' | 'startup' | 'techevent' | 'techhq' | 'accelerator';
 
 export interface SearchResult {
   type: SearchResultType;
@@ -15,7 +17,12 @@ interface SearchableSource {
 
 const RECENT_SEARCHES_KEY = 'worldmonitor_recent_searches';
 const MAX_RECENT = 8;
-const MAX_RESULTS = 12;
+const MAX_RESULTS = 24;
+
+interface SearchModalOptions {
+  placeholder?: string;
+  hint?: string;
+}
 
 export class SearchModal {
   private container: HTMLElement;
@@ -27,9 +34,13 @@ export class SearchModal {
   private selectedIndex = 0;
   private recentSearches: string[] = [];
   private onSelect?: (result: SearchResult) => void;
+  private placeholder: string;
+  private hint: string;
 
-  constructor(container: HTMLElement) {
+  constructor(container: HTMLElement, options?: SearchModalOptions) {
     this.container = container;
+    this.placeholder = options?.placeholder || 'Search news, pipelines, bases, markets...';
+    this.hint = options?.hint || 'News • Pipelines • Bases • Cables • Datacenters • Markets';
     this.loadRecentSearches();
   }
 
@@ -75,7 +86,7 @@ export class SearchModal {
       <div class="search-modal">
         <div class="search-header">
           <span class="search-icon">⌘</span>
-          <input type="text" class="search-input" placeholder="Search news, pipelines, bases, markets..." autofocus />
+          <input type="text" class="search-input" placeholder="${this.placeholder}" autofocus />
           <kbd class="search-kbd">ESC</kbd>
         </div>
         <div class="search-results"></div>
@@ -108,7 +119,8 @@ export class SearchModal {
       return;
     }
 
-    this.results = [];
+    // Collect matches grouped by type
+    const byType = new Map<SearchResultType, (SearchResult & { _score: number })[]>();
 
     for (const source of this.sources) {
       for (const item of source.items) {
@@ -117,20 +129,38 @@ export class SearchModal {
 
         if (titleLower.includes(query) || subtitleLower.includes(query)) {
           const isPrefix = titleLower.startsWith(query) || subtitleLower.startsWith(query);
-          this.results.push({
+          const result = {
             type: source.type,
             id: item.id,
             title: item.title,
             subtitle: item.subtitle,
             data: item.data,
             _score: isPrefix ? 2 : 1,
-          } as SearchResult & { _score: number });
+          } as SearchResult & { _score: number };
+
+          if (!byType.has(source.type)) byType.set(source.type, []);
+          byType.get(source.type)!.push(result);
         }
       }
     }
 
-    // Sort by score (prefix matches first), then limit
-    this.results.sort((a, b) => ((b as any)._score || 0) - ((a as any)._score || 0));
+    // Prioritize: news first, then other dynamic data, then static infrastructure
+    const priority: SearchResultType[] = [
+      'news', 'prediction', 'market', 'earthquake', 'outage',  // Dynamic/timely
+      'conflict', 'hotspot', 'country',  // Current events + countries
+      'base', 'pipeline', 'cable', 'datacenter', 'nuclear', 'irradiator',  // Infrastructure
+      'techcompany', 'ailab', 'startup', 'techevent', 'techhq', 'accelerator'  // Tech
+    ];
+
+    // Take top matches from each type, news gets more slots
+    this.results = [];
+    for (const type of priority) {
+      const matches = byType.get(type) || [];
+      matches.sort((a, b) => b._score - a._score);
+      const limit = type === 'news' ? 6 : type === 'country' ? 4 : 3;
+      this.results.push(...matches.slice(0, limit));
+      if (this.results.length >= MAX_RESULTS) break;
+    }
     this.results = this.results.slice(0, MAX_RESULTS);
 
     this.selectedIndex = 0;
@@ -150,22 +180,30 @@ export class SearchModal {
   private renderRecent(): void {
     if (!this.resultsList) return;
 
-    this.resultsList.innerHTML = `
-      <div class="search-section-header">Recent Searches</div>
-      ${this.recentSearches.map((term, i) => `
-        <div class="search-result-item recent ${i === this.selectedIndex ? 'selected' : ''}" data-recent="${term}">
-          <span class="search-result-icon">🕐</span>
-          <span class="search-result-title">${term}</span>
-        </div>
-      `).join('')}
-    `;
+    this.resultsList.innerHTML = '<div class="search-section-header">Recent Searches</div>';
 
-    this.resultsList.querySelectorAll('.search-result-item.recent').forEach((el) => {
-      el.addEventListener('click', () => {
-        const term = (el as HTMLElement).dataset.recent || '';
+    this.recentSearches.forEach((term, i) => {
+      const item = document.createElement('div');
+      item.className = `search-result-item recent${i === this.selectedIndex ? ' selected' : ''}`;
+      item.dataset.recent = term;
+
+      const icon = document.createElement('span');
+      icon.className = 'search-result-icon';
+      icon.textContent = '🕐';
+
+      const title = document.createElement('span');
+      title.className = 'search-result-title';
+      title.textContent = term;
+
+      item.appendChild(icon);
+      item.appendChild(title);
+
+      item.addEventListener('click', () => {
         if (this.input) this.input.value = term;
         this.handleSearch();
       });
+
+      this.resultsList!.appendChild(item);
     });
   }
 
@@ -176,7 +214,7 @@ export class SearchModal {
       <div class="search-empty">
         <div class="search-empty-icon">🔍</div>
         <div>Search across all data sources</div>
-        <div class="search-empty-hint">News • Pipelines • Bases • Cables • Datacenters • Markets</div>
+        <div class="search-empty-hint">${this.hint}</div>
       </div>
     `;
   }
@@ -195,6 +233,7 @@ export class SearchModal {
     }
 
     const icons: Record<SearchResultType, string> = {
+      country: '🏳️',
       news: '📰',
       hotspot: '📍',
       market: '📈',
@@ -208,6 +247,12 @@ export class SearchModal {
       outage: '📡',
       nuclear: '☢️',
       irradiator: '⚛️',
+      techcompany: '🏢',
+      ailab: '🧠',
+      startup: '🚀',
+      techevent: '📅',
+      techhq: '🦄',
+      accelerator: '🚀',
     };
 
     this.resultsList.innerHTML = this.results.map((result, i) => `
@@ -215,9 +260,9 @@ export class SearchModal {
         <span class="search-result-icon">${icons[result.type]}</span>
         <div class="search-result-content">
           <div class="search-result-title">${this.highlightMatch(result.title)}</div>
-          ${result.subtitle ? `<div class="search-result-subtitle">${result.subtitle}</div>` : ''}
+          ${result.subtitle ? `<div class="search-result-subtitle">${escapeHtml(result.subtitle)}</div>` : ''}
         </div>
-        <span class="search-result-type">${result.type}</span>
+        <span class="search-result-type">${escapeHtml(result.type)}</span>
       </div>
     `).join('');
 
@@ -231,10 +276,12 @@ export class SearchModal {
 
   private highlightMatch(text: string): string {
     const query = this.input?.value.trim() || '';
-    if (!query) return text;
+    const escapedText = escapeHtml(text);
+    if (!query) return escapedText;
 
-    const regex = new RegExp(`(${query.replace(/[.*+?^${}()|[\]\\]/g, '\\$&')})`, 'gi');
-    return text.replace(regex, '<mark>$1</mark>');
+    const escapedQuery = escapeHtml(query);
+    const regex = new RegExp(`(${escapedQuery.replace(/[.*+?^${}()|[\]\\]/g, '\\$&')})`, 'gi');
+    return escapedText.replace(regex, '<mark>$1</mark>');
   }
 
   private handleKeydown(e: KeyboardEvent): void {
diff --git a/src/components/ServiceStatusPanel.ts b/src/components/ServiceStatusPanel.ts
new file mode 100644
index 000000000..9abed5c35
--- /dev/null
+++ b/src/components/ServiceStatusPanel.ts
@@ -0,0 +1,259 @@
+import { Panel } from './Panel';
+import { escapeHtml } from '@/utils/sanitize';
+import { isDesktopRuntime } from '@/services/runtime';
+import {
+  getDesktopReadinessChecks,
+  getKeyBackedAvailabilitySummary,
+  getNonParityFeatures,
+} from '@/services/desktop-readiness';
+
+interface ServiceStatus {
+  id: string;
+  name: string;
+  category: string;
+  status: 'operational' | 'degraded' | 'outage' | 'unknown';
+  description: string;
+}
+
+interface LocalBackendStatus {
+  enabled?: boolean;
+  mode?: string;
+  port?: number;
+  remoteBase?: string;
+}
+
+interface ServiceStatusResponse {
+  success: boolean;
+  timestamp: string;
+  summary: {
+    operational: number;
+    degraded: number;
+    outage: number;
+    unknown: number;
+  };
+  services: ServiceStatus[];
+  local?: LocalBackendStatus;
+}
+
+type CategoryFilter = 'all' | 'cloud' | 'dev' | 'comm' | 'ai' | 'saas';
+
+const CATEGORY_LABELS: Record<CategoryFilter, string> = {
+  all: 'All',
+  cloud: 'Cloud',
+  dev: 'Dev Tools',
+  comm: 'Comms',
+  ai: 'AI',
+  saas: 'SaaS',
+};
+
+export class ServiceStatusPanel extends Panel {
+  private services: ServiceStatus[] = [];
+  private loading = true;
+  private error: string | null = null;
+  private filter: CategoryFilter = 'all';
+  private refreshInterval: ReturnType<typeof setInterval> | null = null;
+  private localBackend: LocalBackendStatus | null = null;
+
+  constructor() {
+    super({ id: 'service-status', title: 'Service Status', showCount: false });
+    void this.fetchStatus();
+    this.refreshInterval = setInterval(() => this.fetchStatus(), 60000);
+  }
+
+  public destroy(): void {
+    if (this.refreshInterval) {
+      clearInterval(this.refreshInterval);
+      this.refreshInterval = null;
+    }
+  }
+
+  private async fetchStatus(): Promise<void> {
+    try {
+      const res = await fetch('/api/service-status');
+      if (!res.ok) throw new Error(`HTTP ${res.status}`);
+
+      const data: ServiceStatusResponse = await res.json();
+      if (!data.success) throw new Error('Failed to load status');
+
+      this.services = data.services;
+      this.localBackend = data.local ?? null;
+      this.error = null;
+    } catch (err) {
+      this.error = err instanceof Error ? err.message : 'Failed to fetch';
+      console.error('[ServiceStatus] Fetch error:', err);
+    } finally {
+      this.loading = false;
+      this.render();
+    }
+  }
+
+  private setFilter(filter: CategoryFilter): void {
+    this.filter = filter;
+    this.render();
+  }
+
+  private getFilteredServices(): ServiceStatus[] {
+    if (this.filter === 'all') return this.services;
+    return this.services.filter(s => s.category === this.filter);
+  }
+
+  protected render(): void {
+    if (this.loading) {
+      this.content.innerHTML = `
+        <div class="service-status-loading">
+          <div class="loading-spinner"></div>
+          <span>Checking services...</span>
+        </div>
+      `;
+      return;
+    }
+
+    if (this.error) {
+      this.content.innerHTML = `
+        <div class="service-status-error">
+          <span class="error-text">${escapeHtml(this.error)}</span>
+          <button class="retry-btn">Retry</button>
+        </div>
+      `;
+      this.content.querySelector('.retry-btn')?.addEventListener('click', () => {
+        this.loading = true;
+        this.render();
+        void this.fetchStatus();
+      });
+      return;
+    }
+
+    const filtered = this.getFilteredServices();
+    const issues = filtered.filter(s => s.status !== 'operational');
+
+    const backendHtml = this.renderBackendStatus();
+    const readinessHtml = this.renderDesktopReadiness();
+    const summaryHtml = this.renderSummary(filtered);
+    const filtersHtml = this.renderFilters();
+    const servicesHtml = this.renderServices(filtered);
+
+    this.content.innerHTML = `
+      ${backendHtml}
+      ${readinessHtml}
+      ${summaryHtml}
+      ${filtersHtml}
+      <div class="service-status-list">
+        ${servicesHtml}
+      </div>
+      ${issues.length === 0 ? '<div class="all-operational">All services operational</div>' : ''}
+    `;
+
+    this.attachFilterListeners();
+  }
+
+
+  private renderBackendStatus(): string {
+    if (!isDesktopRuntime()) return '';
+
+    if (!this.localBackend?.enabled) {
+      return `
+        <div class="service-status-backend warning">
+          Desktop local backend unavailable. Falling back to cloud API.
+        </div>
+      `;
+    }
+
+    const port = this.localBackend.port ?? 46123;
+    const remote = this.localBackend.remoteBase ?? 'https://worldmonitor.app';
+
+    return `
+      <div class="service-status-backend">
+        Local backend active on <strong>127.0.0.1:${port}</strong> · cloud fallback: <strong>${escapeHtml(remote)}</strong>
+      </div>
+    `;
+  }
+
+  private renderSummary(services: ServiceStatus[]): string {
+    const operational = services.filter(s => s.status === 'operational').length;
+    const degraded = services.filter(s => s.status === 'degraded').length;
+    const outage = services.filter(s => s.status === 'outage').length;
+
+    return `
+      <div class="service-status-summary">
+        <div class="summary-item operational">
+          <span class="summary-count">${operational}</span>
+          <span class="summary-label">OK</span>
+        </div>
+        <div class="summary-item degraded">
+          <span class="summary-count">${degraded}</span>
+          <span class="summary-label">Degraded</span>
+        </div>
+        <div class="summary-item outage">
+          <span class="summary-count">${outage}</span>
+          <span class="summary-label">Outage</span>
+        </div>
+      </div>
+    `;
+  }
+
+  private renderDesktopReadiness(): string {
+    if (!isDesktopRuntime()) return '';
+
+    const checks = getDesktopReadinessChecks(Boolean(this.localBackend?.enabled));
+    const keySummary = getKeyBackedAvailabilitySummary();
+    const nonParity = getNonParityFeatures();
+
+    return `
+      <div class="service-status-desktop-readiness">
+        <div class="service-status-desktop-title">Desktop readiness</div>
+        <div class="service-status-desktop-subtitle">Acceptance checks: ${checks.filter(check => check.ready).length}/${checks.length} ready · key-backed features ${keySummary.available}/${keySummary.total}</div>
+        <ul class="service-status-desktop-list">
+          ${checks.map(check => `<li>${check.ready ? '✅' : '⚠️'} ${escapeHtml(check.label)}</li>`).join('')}
+        </ul>
+        <details class="service-status-non-parity">
+          <summary>Non-parity fallbacks (${nonParity.length})</summary>
+          <ul>
+            ${nonParity.map(feature => `<li><strong>${escapeHtml(feature.panel)}</strong>: ${escapeHtml(feature.fallback)}</li>`).join('')}
+          </ul>
+        </details>
+      </div>
+    `;
+  }
+
+  private renderFilters(): string {
+    const filters = Object.entries(CATEGORY_LABELS).map(([key, label]) => {
+      const active = this.filter === key ? 'active' : '';
+      return `<button class="status-filter-btn ${active}" data-filter="${key}">${label}</button>`;
+    }).join('');
+
+    return `<div class="service-status-filters">${filters}</div>`;
+  }
+
+  private renderServices(services: ServiceStatus[]): string {
+    return services.map(service => {
+      const statusIcon = this.getStatusIcon(service.status);
+      const statusClass = service.status;
+
+      return `
+        <div class="service-status-item ${statusClass}">
+          <span class="status-icon">${statusIcon}</span>
+          <span class="status-name">${escapeHtml(service.name)}</span>
+          <span class="status-badge ${statusClass}">${service.status.toUpperCase()}</span>
+        </div>
+      `;
+    }).join('');
+  }
+
+  private getStatusIcon(status: string): string {
+    switch (status) {
+      case 'operational': return '●';
+      case 'degraded': return '◐';
+      case 'outage': return '○';
+      default: return '?';
+    }
+  }
+
+  private attachFilterListeners(): void {
+    this.content.querySelectorAll('.status-filter-btn').forEach(btn => {
+      btn.addEventListener('click', () => {
+        const filter = (btn as HTMLElement).dataset.filter as CategoryFilter;
+        this.setFilter(filter);
+      });
+    });
+  }
+}
diff --git a/src/components/SignalModal.ts b/src/components/SignalModal.ts
index b8bcdac34..f89e25723 100644
--- a/src/components/SignalModal.ts
+++ b/src/components/SignalModal.ts
@@ -1,12 +1,15 @@
 import type { CorrelationSignal } from '@/services/correlation';
+import type { UnifiedAlert } from '@/services/cross-module-integration';
+import { suppressTrendingTerm } from '@/services/trending-keywords';
+import { escapeHtml } from '@/utils/sanitize';
+import { getSignalContext, type SignalType } from '@/utils/analysis-constants';
 
 export class SignalModal {
   private element: HTMLElement;
   private currentSignals: CorrelationSignal[] = [];
   private audioEnabled = true;
   private audio: HTMLAudioElement | null = null;
-  private signalBadge: HTMLElement | null = null;
-  private pendingCount = 0;
+  private onLocationClick?: (lat: number, lon: number) => void;
 
   constructor() {
     this.element = document.createElement('div');
@@ -14,7 +17,7 @@ export class SignalModal {
     this.element.innerHTML = `
       <div class="signal-modal">
         <div class="signal-modal-header">
-          <span class="signal-modal-title">⚡ SIGNAL DETECTED</span>
+          <span class="signal-modal-title">🎯 INTELLIGENCE FINDING</span>
           <button class="signal-modal-close">×</button>
         </div>
         <div class="signal-modal-content"></div>
@@ -31,20 +34,6 @@ export class SignalModal {
     document.body.appendChild(this.element);
     this.setupEventListeners();
     this.initAudio();
-    this.createSignalBadge();
-  }
-
-  private createSignalBadge(): void {
-    this.signalBadge = document.createElement('button');
-    this.signalBadge.className = 'signal-badge';
-    this.signalBadge.title = 'Signal notifications (click to view)';
-    this.signalBadge.innerHTML = '<span class="signal-badge-icon">⚡</span><span class="signal-badge-count">0</span>';
-    this.signalBadge.addEventListener('click', () => this.openModal());
-
-    const headerRight = document.querySelector('.header-right');
-    if (headerRight) {
-      headerRight.insertBefore(this.signalBadge, headerRight.firstChild);
-    }
   }
 
   private initAudio(): void {
@@ -71,50 +60,168 @@ export class SignalModal {
     checkbox?.addEventListener('change', () => {
       this.audioEnabled = checkbox.checked;
     });
+
+    // Delegate click handler for location links
+    this.element.addEventListener('click', (e) => {
+      const target = e.target as HTMLElement;
+      if (target.classList.contains('location-link')) {
+        const lat = parseFloat(target.dataset.lat || '0');
+        const lon = parseFloat(target.dataset.lon || '0');
+        if (this.onLocationClick && !isNaN(lat) && !isNaN(lon)) {
+          this.onLocationClick(lat, lon);
+          this.hide();
+        }
+        return;
+      }
+
+      if (target.classList.contains('suppress-keyword-btn')) {
+        const term = (target.dataset.term || '').trim();
+        if (!term) return;
+        suppressTrendingTerm(term);
+        this.currentSignals = this.currentSignals.filter(signal => {
+          const signalTerm = (signal.data as Record<string, unknown>).term;
+          return typeof signalTerm !== 'string' || signalTerm.toLowerCase() !== term.toLowerCase();
+        });
+        this.renderSignals();
+      }
+    });
+  }
+
+  public setLocationClickHandler(handler: (lat: number, lon: number) => void): void {
+    this.onLocationClick = handler;
   }
 
   public show(signals: CorrelationSignal[]): void {
     if (signals.length === 0) return;
+    if (document.fullscreenElement) return;
 
     this.currentSignals = [...signals, ...this.currentSignals].slice(0, 50);
-    this.pendingCount += signals.length;
-    this.updateBadge();
+    this.renderSignals();
+    this.element.classList.add('active');
+    this.playSound();
+  }
 
-    if (this.audioEnabled && this.audio) {
-      this.audio.currentTime = 0;
-      this.audio.play().catch(() => {});
+  public showSignal(signal: CorrelationSignal): void {
+    this.currentSignals = [signal];
+    this.renderSignals();
+    this.element.classList.add('active');
+  }
+
+  public showAlert(alert: UnifiedAlert): void {
+    if (document.fullscreenElement) return;
+    const content = this.element.querySelector('.signal-modal-content')!;
+    const priorityColors: Record<string, string> = {
+      critical: '#ff4444',
+      high: '#ff9944',
+      medium: '#4488ff',
+      low: '#888888',
+    };
+    const typeIcons: Record<string, string> = {
+      cii_spike: '📊',
+      convergence: '🌍',
+      cascade: '⚡',
+      composite: '🔗',
+    };
+
+    const icon = typeIcons[alert.type] || '⚠️';
+    const color = priorityColors[alert.priority] || '#ff9944';
+
+    let detailsHtml = '';
+
+    // CII Change details
+    if (alert.components.ciiChange) {
+      const cii = alert.components.ciiChange;
+      const changeSign = cii.change > 0 ? '+' : '';
+      detailsHtml += `
+        <div class="signal-context-item">
+          <span class="context-label">Country:</span>
+          <span class="context-value">${escapeHtml(cii.countryName)}</span>
+        </div>
+        <div class="signal-context-item">
+          <span class="context-label">Score Change:</span>
+          <span class="context-value">${cii.previousScore} → ${cii.currentScore} (${changeSign}${cii.change})</span>
+        </div>
+        <div class="signal-context-item">
+          <span class="context-label">Instability Level:</span>
+          <span class="context-value" style="text-transform: uppercase; color: ${color}">${cii.level}</span>
+        </div>
+        <div class="signal-context-item">
+          <span class="context-label">Primary Driver:</span>
+          <span class="context-value">${escapeHtml(cii.driver)}</span>
+        </div>
+      `;
     }
 
-    // Subtle pulse on badge instead of modal popup
-    this.signalBadge?.classList.add('pulse');
-    setTimeout(() => this.signalBadge?.classList.remove('pulse'), 1000);
-  }
+    // Convergence details
+    if (alert.components.convergence) {
+      const conv = alert.components.convergence;
+      detailsHtml += `
+        <div class="signal-context-item">
+          <span class="context-label">Location:</span>
+          <button class="location-link" data-lat="${conv.lat}" data-lon="${conv.lon}">${conv.lat.toFixed(2)}°, ${conv.lon.toFixed(2)}° ↗</button>
+        </div>
+        <div class="signal-context-item">
+          <span class="context-label">Event Types:</span>
+          <span class="context-value">${conv.types.join(', ')}</span>
+        </div>
+        <div class="signal-context-item">
+          <span class="context-label">Event Count:</span>
+          <span class="context-value">${conv.totalEvents} events in 24h</span>
+        </div>
+      `;
+    }
 
-  public openModal(): void {
-    if (this.currentSignals.length > 0) {
-      this.renderSignals();
-      this.element.classList.add('active');
+    // Cascade details
+    if (alert.components.cascade) {
+      const cascade = alert.components.cascade;
+      detailsHtml += `
+        <div class="signal-context-item">
+          <span class="context-label">Source:</span>
+          <span class="context-value">${escapeHtml(cascade.sourceName)} (${cascade.sourceType})</span>
+        </div>
+        <div class="signal-context-item">
+          <span class="context-label">Countries Affected:</span>
+          <span class="context-value">${cascade.countriesAffected}</span>
+        </div>
+        <div class="signal-context-item">
+          <span class="context-label">Impact Level:</span>
+          <span class="context-value">${escapeHtml(cascade.highestImpact)}</span>
+        </div>
+      `;
     }
-  }
 
-  private updateBadge(): void {
-    if (!this.signalBadge) return;
+    content.innerHTML = `
+      <div class="signal-item" style="border-left-color: ${color}">
+        <div class="signal-type">${icon} ${alert.type.toUpperCase().replace('_', ' ')}</div>
+        <div class="signal-title">${escapeHtml(alert.title)}</div>
+        <div class="signal-description">${escapeHtml(alert.summary)}</div>
+        <div class="signal-meta">
+          <span class="signal-confidence" style="background: ${color}22; color: ${color}">${alert.priority.toUpperCase()}</span>
+          <span class="signal-time">${this.formatTime(alert.timestamp)}</span>
+        </div>
+        <div class="signal-context">
+          ${detailsHtml}
+        </div>
+        ${alert.countries.length > 0 ? `
+          <div class="signal-topics">
+            ${alert.countries.map(c => `<span class="signal-topic">${escapeHtml(c)}</span>`).join('')}
+          </div>
+        ` : ''}
+      </div>
+    `;
 
-    const countEl = this.signalBadge.querySelector('.signal-badge-count');
-    if (countEl) countEl.textContent = String(this.pendingCount);
+    this.element.classList.add('active');
+  }
 
-    // Always show badge, but only pulse when there are signals
-    if (this.pendingCount > 0) {
-      this.signalBadge.classList.add('active');
-    } else {
-      this.signalBadge.classList.remove('active');
+  public playSound(): void {
+    if (this.audioEnabled && this.audio) {
+      this.audio.currentTime = 0;
+      this.audio.play().catch(() => {});
     }
   }
 
   public hide(): void {
     this.element.classList.remove('active');
-    this.pendingCount = 0;
-    this.updateBadge();
   }
 
   private renderSignals(): void {
@@ -123,30 +230,85 @@ export class SignalModal {
     const signalTypeLabels: Record<string, string> = {
       'prediction_leads_news': '🔮 Prediction Leading',
       'news_leads_markets': '📰 News Leading',
-      'silent_divergence': '📊 Silent Divergence',
+      'silent_divergence': '🔇 Silent Divergence',
       'velocity_spike': '🔥 Velocity Spike',
+      'keyword_spike': '📊 Keyword Spike',
       'convergence': '◉ Convergence',
       'triangulation': '△ Triangulation',
       'flow_drop': '🛢️ Flow Drop',
       'flow_price_divergence': '📈 Flow/Price Divergence',
+      'geo_convergence': '🌐 Geographic Convergence',
+      'explained_market_move': '✓ Market Move Explained',
+      'sector_cascade': '📊 Sector Cascade',
+      'military_surge': '🛩️ Military Surge',
     };
 
-    const html = this.currentSignals.map(signal => `
-      <div class="signal-item ${signal.type}">
-        <div class="signal-type">${signalTypeLabels[signal.type] || signal.type}</div>
-        <div class="signal-title">${signal.title}</div>
-        <div class="signal-description">${signal.description}</div>
-        <div class="signal-meta">
-          <span class="signal-confidence">Confidence: ${Math.round(signal.confidence * 100)}%</span>
-          <span class="signal-time">${this.formatTime(signal.timestamp)}</span>
-        </div>
-        ${signal.data.relatedTopics?.length ? `
-          <div class="signal-topics">
-            ${signal.data.relatedTopics.map(t => `<span class="signal-topic">${t}</span>`).join('')}
+    const html = this.currentSignals.map(signal => {
+      const context = getSignalContext(signal.type as SignalType);
+      // Military surge signals have additional properties in data
+      const data = signal.data as Record<string, unknown>;
+      const newsCorrelation = data?.newsCorrelation as string | null;
+      const focalPoints = data?.focalPointContext as string[] | null;
+      const locationData = { lat: data?.lat as number | undefined, lon: data?.lon as number | undefined, regionName: data?.regionName as string | undefined };
+
+      return `
+        <div class="signal-item ${escapeHtml(signal.type)}">
+          <div class="signal-type">${signalTypeLabels[signal.type] || escapeHtml(signal.type)}</div>
+          <div class="signal-title">${escapeHtml(signal.title)}</div>
+          <div class="signal-description">${escapeHtml(signal.description)}</div>
+          <div class="signal-meta">
+            <span class="signal-confidence">Confidence: ${Math.round(signal.confidence * 100)}%</span>
+            <span class="signal-time">${this.formatTime(signal.timestamp)}</span>
           </div>
-        ` : ''}
-      </div>
-    `).join('');
+          ${signal.data.explanation ? `
+            <div class="signal-explanation">${escapeHtml(signal.data.explanation)}</div>
+          ` : ''}
+          ${focalPoints && focalPoints.length > 0 ? `
+            <div class="signal-focal-points">
+              <div class="focal-points-header">📡 CORRELATED FOCAL POINTS</div>
+              ${focalPoints.map(fp => `<div class="focal-point-item">${escapeHtml(fp)}</div>`).join('')}
+            </div>
+          ` : ''}
+          ${newsCorrelation ? `
+            <div class="signal-news-correlation">
+              <div class="news-correlation-header">📰 NEWS CORRELATION</div>
+              <pre class="news-correlation-text">${escapeHtml(newsCorrelation)}</pre>
+            </div>
+          ` : ''}
+          ${locationData.lat && locationData.lon ? `
+            <div class="signal-location">
+              <button class="location-link" data-lat="${locationData.lat}" data-lon="${locationData.lon}">
+                📍 View on map: ${locationData.regionName || `${locationData.lat.toFixed(2)}°, ${locationData.lon.toFixed(2)}°`}
+              </button>
+            </div>
+          ` : ''}
+          <div class="signal-context">
+            <div class="signal-context-item why-matters">
+              <span class="context-label">Why it matters:</span>
+              <span class="context-value">${escapeHtml(context.whyItMatters)}</span>
+            </div>
+            <div class="signal-context-item actionable">
+              <span class="context-label">Action:</span>
+              <span class="context-value">${escapeHtml(context.actionableInsight)}</span>
+            </div>
+            <div class="signal-context-item confidence-note">
+              <span class="context-label">Note:</span>
+              <span class="context-value">${escapeHtml(context.confidenceNote)}</span>
+            </div>
+          </div>
+          ${signal.data.relatedTopics?.length ? `
+            <div class="signal-topics">
+              ${signal.data.relatedTopics.map(t => `<span class="signal-topic">${escapeHtml(t)}</span>`).join('')}
+            </div>
+          ` : ''}
+          ${signal.type === 'keyword_spike' && typeof data?.term === 'string' ? `
+            <div class="signal-actions">
+              <button class="suppress-keyword-btn" data-term="${escapeHtml(data.term)}">Suppress this term</button>
+            </div>
+          ` : ''}
+        </div>
+      `;
+    }).join('');
 
     content.innerHTML = html;
   }
diff --git a/src/components/StablecoinPanel.ts b/src/components/StablecoinPanel.ts
new file mode 100644
index 000000000..30c4a29da
--- /dev/null
+++ b/src/components/StablecoinPanel.ts
@@ -0,0 +1,147 @@
+import { Panel } from './Panel';
+import { escapeHtml } from '@/utils/sanitize';
+
+interface StablecoinData {
+  id: string;
+  symbol: string;
+  name: string;
+  price: number;
+  deviation: number;
+  pegStatus: 'ON PEG' | 'SLIGHT DEPEG' | 'DEPEGGED';
+  marketCap: number;
+  volume24h: number;
+  change24h: number;
+  change7d: number;
+  image: string;
+}
+
+interface StablecoinResult {
+  timestamp: string;
+  summary: {
+    totalMarketCap: number;
+    totalVolume24h: number;
+    coinCount: number;
+    depeggedCount: number;
+    healthStatus: string;
+  };
+  stablecoins: StablecoinData[];
+  unavailable?: boolean;
+}
+
+function formatLargeNum(v: number): string {
+  if (v >= 1e12) return `$${(v / 1e12).toFixed(1)}T`;
+  if (v >= 1e9) return `$${(v / 1e9).toFixed(1)}B`;
+  if (v >= 1e6) return `$${(v / 1e6).toFixed(0)}M`;
+  return `$${v.toLocaleString()}`;
+}
+
+function pegClass(status: string): string {
+  if (status === 'ON PEG') return 'peg-on';
+  if (status === 'SLIGHT DEPEG') return 'peg-slight';
+  return 'peg-off';
+}
+
+function healthClass(status: string): string {
+  if (status === 'HEALTHY') return 'health-good';
+  if (status === 'CAUTION') return 'health-caution';
+  return 'health-warning';
+}
+
+export class StablecoinPanel extends Panel {
+  private data: StablecoinResult | null = null;
+  private loading = true;
+  private error: string | null = null;
+  private refreshInterval: ReturnType<typeof setInterval> | null = null;
+
+  constructor() {
+    super({ id: 'stablecoins', title: 'Stablecoins', showCount: false });
+    void this.fetchData();
+    this.refreshInterval = setInterval(() => this.fetchData(), 3 * 60000);
+  }
+
+  public destroy(): void {
+    if (this.refreshInterval) {
+      clearInterval(this.refreshInterval);
+      this.refreshInterval = null;
+    }
+  }
+
+  private async fetchData(): Promise<void> {
+    try {
+      const res = await fetch('/api/stablecoin-markets');
+      if (!res.ok) throw new Error(`HTTP ${res.status}`);
+      this.data = await res.json();
+      this.error = null;
+    } catch (err) {
+      this.error = err instanceof Error ? err.message : 'Failed to fetch';
+    } finally {
+      this.loading = false;
+      this.renderPanel();
+    }
+  }
+
+  private renderPanel(): void {
+    if (this.loading) {
+      this.showLoading('Loading stablecoins...');
+      return;
+    }
+
+    if (this.error || !this.data) {
+      this.showError(this.error || 'No data');
+      return;
+    }
+
+    const d = this.data;
+    if (!d.stablecoins.length) {
+      this.setContent('<div class="panel-loading-text">Stablecoin data temporarily unavailable</div>');
+      return;
+    }
+
+    const s = d.summary;
+
+    const pegRows = d.stablecoins.map(c => `
+      <div class="stable-row">
+        <div class="stable-info">
+          <span class="stable-symbol">${escapeHtml(c.symbol)}</span>
+          <span class="stable-name">${escapeHtml(c.name)}</span>
+        </div>
+        <div class="stable-price">$${c.price.toFixed(4)}</div>
+        <div class="stable-peg ${pegClass(c.pegStatus)}">
+          <span class="peg-badge">${escapeHtml(c.pegStatus)}</span>
+          <span class="peg-dev">${c.deviation.toFixed(2)}%</span>
+        </div>
+      </div>
+    `).join('');
+
+    const supplyRows = d.stablecoins.map(c => `
+      <div class="stable-supply-row">
+        <span class="stable-symbol">${escapeHtml(c.symbol)}</span>
+        <span class="stable-mcap">${formatLargeNum(c.marketCap)}</span>
+        <span class="stable-vol">${formatLargeNum(c.volume24h)}</span>
+        <span class="stable-change ${c.change24h >= 0 ? 'change-positive' : 'change-negative'}">${c.change24h >= 0 ? '+' : ''}${c.change24h.toFixed(2)}%</span>
+      </div>
+    `).join('');
+
+    const html = `
+      <div class="stablecoin-container">
+        <div class="stable-health ${healthClass(s.healthStatus)}">
+          <span class="health-label">${escapeHtml(s.healthStatus)}</span>
+          <span class="health-detail">MCap: ${formatLargeNum(s.totalMarketCap)} | Vol: ${formatLargeNum(s.totalVolume24h)}</span>
+        </div>
+        <div class="stable-section">
+          <div class="stable-section-title">Peg Health</div>
+          <div class="stable-peg-list">${pegRows}</div>
+        </div>
+        <div class="stable-section">
+          <div class="stable-section-title">Supply & Volume</div>
+          <div class="stable-supply-header">
+            <span>Token</span><span>MCap</span><span>24h Vol</span><span>24h Chg</span>
+          </div>
+          <div class="stable-supply-list">${supplyRows}</div>
+        </div>
+      </div>
+    `;
+
+    this.setContent(html);
+  }
+}
diff --git a/src/components/StatusPanel.ts b/src/components/StatusPanel.ts
index 60e320706..7af22e79f 100644
--- a/src/components/StatusPanel.ts
+++ b/src/components/StatusPanel.ts
@@ -1,24 +1,60 @@
+import { escapeHtml } from '@/utils/sanitize';
+import { SITE_VARIANT } from '@/config';
+
+type StatusLevel = 'ok' | 'warning' | 'error' | 'disabled';
+
 interface FeedStatus {
   name: string;
   lastUpdate: Date | null;
-  status: 'ok' | 'warning' | 'error';
+  status: StatusLevel;
   itemCount: number;
   errorMessage?: string;
 }
 
 interface ApiStatus {
   name: string;
-  status: 'ok' | 'warning' | 'error';
+  status: StatusLevel;
   latency?: number;
 }
 
+// Allowlists for each variant
+const TECH_FEEDS = new Set([
+  'Tech', 'Ai', 'Startups', 'Vcblogs', 'RegionalStartups',
+  'Unicorns', 'Accelerators', 'Security', 'Policy', 'Layoffs',
+  'Finance', 'Hardware', 'Cloud', 'Dev', 'Tech Events', 'Crypto',
+  'Markets', 'Events', 'Producthunt', 'Funding', 'Polymarket',
+  'Cyber Threats'
+]);
+const TECH_APIS = new Set([
+  'RSS Proxy', 'Finnhub', 'CoinGecko', 'Tech Events API', 'Service Status', 'Polymarket',
+  'Cyber Threats API'
+]);
+
+const WORLD_FEEDS = new Set([
+  'Politics', 'Middleeast', 'Tech', 'Ai', 'Finance',
+  'Gov', 'Intel', 'Layoffs', 'Thinktanks', 'Energy',
+  'Polymarket', 'Weather', 'NetBlocks', 'Shipping', 'Military',
+  'Cyber Threats'
+]);
+const WORLD_APIS = new Set([
+  'RSS2JSON', 'Finnhub', 'CoinGecko', 'Polymarket', 'USGS', 'FRED',
+  'AISStream', 'GDELT Doc', 'EIA', 'USASpending', 'PizzINT', 'FIRMS',
+  'Cyber Threats API'
+]);
+
 export class StatusPanel {
   private element: HTMLElement;
   private isOpen = false;
   private feeds: Map<string, FeedStatus> = new Map();
   private apis: Map<string, ApiStatus> = new Map();
+  private allowedFeeds: Set<string>;
+  private allowedApis: Set<string>;
 
   constructor() {
+    // Set allowlists based on variant
+    this.allowedFeeds = SITE_VARIANT === 'tech' ? TECH_FEEDS : WORLD_FEEDS;
+    this.allowedApis = SITE_VARIANT === 'tech' ? TECH_APIS : WORLD_APIS;
+
     this.element = document.createElement('div');
     this.element.className = 'status-panel-container';
     this.element.innerHTML = `
@@ -72,23 +108,21 @@ export class StatusPanel {
   }
 
   private initDefaultStatuses(): void {
-    // Names must match what App.ts sends: category.charAt(0).toUpperCase() + category.slice(1)
-    const feedNames = [
-      'Politics', 'Middleeast', 'Tech', 'Ai', 'Finance',
-      'Gov', 'Intel', 'Layoffs', 'Congress', 'Thinktanks',
-      'Polymarket', 'Weather', 'NetBlocks', 'AIS'
-    ];
-    feedNames.forEach(name => {
-      this.feeds.set(name, { name, lastUpdate: null, status: 'warning', itemCount: 0 });
+    // Initialize all allowed feeds/APIs as disabled
+    // They get enabled when App.ts reports data
+    this.allowedFeeds.forEach(name => {
+      this.feeds.set(name, { name, lastUpdate: null, status: 'disabled', itemCount: 0 });
     });
 
-    const apiNames = ['RSS2JSON', 'Alpha Vantage', 'CoinGecko', 'Polymarket', 'USGS', 'FRED', 'AIS'];
-    apiNames.forEach(name => {
-      this.apis.set(name, { name, status: 'warning' });
+    this.allowedApis.forEach(name => {
+      this.apis.set(name, { name, status: 'disabled' });
     });
   }
 
   public updateFeed(name: string, status: Partial<FeedStatus>): void {
+    // Only track feeds relevant to current variant
+    if (!this.allowedFeeds.has(name)) return;
+
     const existing = this.feeds.get(name) || { name, lastUpdate: null, status: 'ok' as const, itemCount: 0 };
     this.feeds.set(name, { ...existing, ...status, lastUpdate: new Date() });
     this.updateStatusIcon();
@@ -96,18 +130,43 @@ export class StatusPanel {
   }
 
   public updateApi(name: string, status: Partial<ApiStatus>): void {
+    // Only track APIs relevant to current variant
+    if (!this.allowedApis.has(name)) return;
+
     const existing = this.apis.get(name) || { name, status: 'ok' as const };
     this.apis.set(name, { ...existing, ...status });
     this.updateStatusIcon();
     if (this.isOpen) this.updateDisplay();
   }
 
+  public setFeedDisabled(name: string): void {
+    const existing = this.feeds.get(name);
+    if (existing) {
+      this.feeds.set(name, { ...existing, status: 'disabled', itemCount: 0, lastUpdate: null });
+      this.updateStatusIcon();
+      if (this.isOpen) this.updateDisplay();
+    }
+  }
+
+  public setApiDisabled(name: string): void {
+    const existing = this.apis.get(name);
+    if (existing) {
+      this.apis.set(name, { ...existing, status: 'disabled' });
+      this.updateStatusIcon();
+      if (this.isOpen) this.updateDisplay();
+    }
+  }
+
   private updateStatusIcon(): void {
     const icon = this.element.querySelector('.status-icon')!;
-    const hasError = [...this.feeds.values()].some(f => f.status === 'error') ||
-                     [...this.apis.values()].some(a => a.status === 'error');
-    const hasWarning = [...this.feeds.values()].some(f => f.status === 'warning') ||
-                       [...this.apis.values()].some(a => a.status === 'warning');
+    // Only count enabled feeds/APIs (not 'disabled') for status indicator
+    const enabledFeeds = [...this.feeds.values()].filter(f => f.status !== 'disabled');
+    const enabledApis = [...this.apis.values()].filter(a => a.status !== 'disabled');
+
+    const hasError = enabledFeeds.some(f => f.status === 'error') ||
+                     enabledApis.some(a => a.status === 'error');
+    const hasWarning = enabledFeeds.some(f => f.status === 'warning') ||
+                       enabledApis.some(a => a.status === 'warning');
 
     icon.className = 'status-icon';
     if (hasError) {
@@ -130,18 +189,18 @@ export class StatusPanel {
 
     feedsList.innerHTML = [...this.feeds.values()].map(feed => `
       <div class="status-row">
-        <span class="status-dot ${feed.status}"></span>
-        <span class="status-name">${feed.name}</span>
-        <span class="status-detail">${feed.itemCount} items</span>
-        <span class="status-time">${feed.lastUpdate ? this.formatTime(feed.lastUpdate) : 'Never'}</span>
+        <span class="status-dot ${escapeHtml(feed.status)}"></span>
+        <span class="status-name">${escapeHtml(feed.name)}</span>
+        <span class="status-detail">${escapeHtml(String(feed.itemCount))} items</span>
+        <span class="status-time">${escapeHtml(feed.lastUpdate ? this.formatTime(feed.lastUpdate) : 'Never')}</span>
       </div>
     `).join('');
 
     apisList.innerHTML = [...this.apis.values()].map(api => `
       <div class="status-row">
-        <span class="status-dot ${api.status}"></span>
-        <span class="status-name">${api.name}</span>
-        ${api.latency ? `<span class="status-detail">${api.latency}ms</span>` : ''}
+        <span class="status-dot ${escapeHtml(api.status)}"></span>
+        <span class="status-name">${escapeHtml(api.name)}</span>
+        ${api.latency ? `<span class="status-detail">${escapeHtml(String(api.latency))}ms</span>` : ''}
       </div>
     `).join('');
 
diff --git a/src/components/StoryModal.ts b/src/components/StoryModal.ts
new file mode 100644
index 000000000..d111affaf
--- /dev/null
+++ b/src/components/StoryModal.ts
@@ -0,0 +1,175 @@
+import type { StoryData } from '@/services/story-data';
+import { renderStoryToCanvas } from '@/services/story-renderer';
+import { generateStoryDeepLink, getShareUrls, shareTexts } from '@/services/story-share';
+
+let modalEl: HTMLElement | null = null;
+let currentDataUrl: string | null = null;
+let currentBlob: Blob | null = null;
+let currentData: StoryData | null = null;
+
+export function openStoryModal(data: StoryData): void {
+  closeStoryModal();
+  currentData = data;
+
+  modalEl = document.createElement('div');
+  modalEl.className = 'story-modal-overlay';
+  modalEl.innerHTML = `
+    <div class="story-modal">
+      <button class="story-close-x" aria-label="Close">
+        <svg width="20" height="20" viewBox="0 0 20 20" fill="none"><path d="M15 5L5 15M5 5l10 10" stroke="currentColor" stroke-width="2" stroke-linecap="round"/></svg>
+      </button>
+      <div class="story-modal-content">
+        <div class="story-loading">
+          <div class="story-spinner"></div>
+          <span>Generating story...</span>
+        </div>
+      </div>
+      <div class="story-share-bar" style="display:none">
+        <button class="story-share-btn story-save" title="Save PNG">
+          <svg width="22" height="22" viewBox="0 0 24 24" fill="none"><path d="M12 3v12m0 0l-4-4m4 4l4-4M4 17v2a2 2 0 002 2h12a2 2 0 002-2v-2" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/></svg>
+          <span>Save</span>
+        </button>
+        <button class="story-share-btn story-whatsapp" title="WhatsApp">
+          <svg width="22" height="22" viewBox="0 0 24 24" fill="currentColor"><path d="M17.472 14.382c-.297-.149-1.758-.867-2.03-.967-.273-.099-.471-.148-.67.15-.197.297-.767.966-.94 1.164-.173.199-.347.223-.644.075-.297-.15-1.255-.463-2.39-1.475-.883-.788-1.48-1.761-1.653-2.059-.173-.297-.018-.458.13-.606.134-.133.298-.347.446-.52.149-.174.198-.298.298-.497.099-.198.05-.371-.025-.52-.075-.149-.669-1.612-.916-2.207-.242-.579-.487-.5-.669-.51-.173-.008-.371-.01-.57-.01-.198 0-.52.074-.792.372-.272.297-1.04 1.016-1.04 2.479 0 1.462 1.065 2.875 1.213 3.074.149.198 2.096 3.2 5.077 4.487.709.306 1.262.489 1.694.625.712.227 1.36.195 1.871.118.571-.085 1.758-.719 2.006-1.413.248-.694.248-1.289.173-1.413-.074-.124-.272-.198-.57-.347z"/><path d="M12 2C6.477 2 2 6.477 2 12c0 1.89.525 3.66 1.438 5.168L2 22l4.832-1.438A9.955 9.955 0 0012 22c5.523 0 10-4.477 10-10S17.523 2 12 2z"/></svg>
+          <span>WhatsApp</span>
+        </button>
+        <button class="story-share-btn story-twitter" title="X / Twitter">
+          <svg width="22" height="22" viewBox="0 0 24 24" fill="currentColor"><path d="M18.244 2.25h3.308l-7.227 8.26 8.502 11.24H16.17l-5.214-6.817L4.99 21.75H1.68l7.73-8.835L1.254 2.25H8.08l4.713 6.231zm-1.161 17.52h1.833L7.084 4.126H5.117z"/></svg>
+          <span>X</span>
+        </button>
+        <button class="story-share-btn story-linkedin" title="LinkedIn">
+          <svg width="22" height="22" viewBox="0 0 24 24" fill="currentColor"><path d="M20.447 20.452h-3.554v-5.569c0-1.328-.027-3.037-1.852-3.037-1.853 0-2.136 1.445-2.136 2.939v5.667H9.351V9h3.414v1.561h.046c.477-.9 1.637-1.85 3.37-1.85 3.601 0 4.267 2.37 4.267 5.455v6.286zM5.337 7.433a2.062 2.062 0 01-2.063-2.065 2.064 2.064 0 112.063 2.065zm1.782 13.019H3.555V9h3.564v11.452zM22.225 0H1.771C.792 0 0 .774 0 1.729v20.542C0 23.227.792 24 1.771 24h20.451C23.2 24 24 23.227 24 22.271V1.729C24 .774 23.2 0 22.222 0h.003z"/></svg>
+          <span>LinkedIn</span>
+        </button>
+        <button class="story-share-btn story-copy" title="Copy Link">
+          <svg width="22" height="22" viewBox="0 0 24 24" fill="none"><path d="M10 13a5 5 0 007.54.54l3-3a5 5 0 00-7.07-7.07l-1.72 1.71" stroke="currentColor" stroke-width="2" stroke-linecap="round"/><path d="M14 11a5 5 0 00-7.54-.54l-3 3a5 5 0 007.07 7.07l1.71-1.71" stroke="currentColor" stroke-width="2" stroke-linecap="round"/></svg>
+          <span>Link</span>
+        </button>
+      </div>
+    </div>
+  `;
+
+  modalEl.addEventListener('click', (e) => {
+    if (e.target === modalEl) closeStoryModal();
+  });
+  modalEl.querySelector('.story-close-x')?.addEventListener('click', closeStoryModal);
+  modalEl.querySelector('.story-save')?.addEventListener('click', downloadStory);
+  modalEl.querySelector('.story-whatsapp')?.addEventListener('click', () => currentData && shareWhatsApp(currentData));
+  modalEl.querySelector('.story-twitter')?.addEventListener('click', () => currentData && shareTwitter(currentData));
+  modalEl.querySelector('.story-linkedin')?.addEventListener('click', () => currentData && shareLinkedIn(currentData));
+  modalEl.querySelector('.story-copy')?.addEventListener('click', () => currentData && copyDeepLink(currentData));
+
+  document.body.appendChild(modalEl);
+
+  requestAnimationFrame(async () => {
+    if (!modalEl) return;
+    try {
+      await renderAndDisplay(data);
+    } catch (err) {
+      console.error('[StoryModal] Render error:', err);
+      const content = modalEl?.querySelector('.story-modal-content');
+      if (content) content.innerHTML = '<div class="story-error">Failed to generate story.</div>';
+    }
+  });
+}
+
+async function renderAndDisplay(data: StoryData): Promise<void> {
+  const canvas = await renderStoryToCanvas(data);
+  currentDataUrl = canvas.toDataURL('image/png');
+  
+  const binStr = atob(currentDataUrl.split(',')[1] ?? '');
+  const bytes = new Uint8Array(binStr.length);
+  for (let i = 0; i < binStr.length; i++) bytes[i] = binStr.charCodeAt(i);
+  currentBlob = new Blob([bytes], { type: 'image/png' });
+
+  const content = modalEl?.querySelector('.story-modal-content');
+  if (content) {
+    content.innerHTML = '';
+    const img = document.createElement('img');
+    img.className = 'story-image';
+    img.src = currentDataUrl;
+    img.alt = `${data.countryName} Intelligence Story`;
+    content.appendChild(img);
+  }
+  
+  const shareBar = modalEl?.querySelector('.story-share-bar') as HTMLElement;
+  if (shareBar) shareBar.style.display = 'flex';
+}
+
+export function closeStoryModal(): void {
+  if (modalEl) {
+    modalEl.remove();
+    modalEl = null;
+    currentDataUrl = null;
+    currentBlob = null;
+    currentData = null;
+  }
+}
+
+function downloadStory(): void {
+  if (!currentDataUrl) return;
+  const a = document.createElement('a');
+  a.href = currentDataUrl;
+  a.download = `worldmonitor-${currentData?.countryCode.toLowerCase() || 'story'}-${Date.now()}.png`;
+  a.click();
+  flashButton('.story-save', 'Saved!', 'Save');
+}
+
+async function shareWhatsApp(data: StoryData): Promise<void> {
+  if (!currentBlob) {
+    downloadStory();
+    return;
+  }
+
+  const file = new File([currentBlob], `${data.countryCode.toLowerCase()}-worldmonitor.png`, { type: 'image/png' });
+  const urls = getShareUrls(data);
+
+  if (navigator.share && navigator.canShare?.({ files: [file] })) {
+    try {
+      await navigator.share({ 
+        text: shareTexts.whatsapp(data).replace('\n\n', '\n'), 
+        files: [file] 
+      });
+      return;
+    } catch { /* user cancelled */ }
+  }
+
+  try {
+    await navigator.clipboard.write([
+      new ClipboardItem({ 'image/png': currentBlob }),
+    ]);
+    flashButton('.story-whatsapp', 'Copied!', 'WhatsApp');
+  } catch {
+    downloadStory();
+    flashButton('.story-whatsapp', 'Saved!', 'WhatsApp');
+  }
+  window.open(urls.whatsapp, '_blank');
+}
+
+async function shareTwitter(data: StoryData): Promise<void> {
+  const urls = getShareUrls(data);
+  window.open(urls.twitter, '_blank');
+  flashButton('.story-twitter', 'Opening...', 'X');
+}
+
+async function shareLinkedIn(data: StoryData): Promise<void> {
+  const urls = getShareUrls(data);
+  window.open(urls.linkedin, '_blank');
+  flashButton('.story-linkedin', 'Opening...', 'LinkedIn');
+}
+
+async function copyDeepLink(data: StoryData): Promise<void> {
+  const link = generateStoryDeepLink(data.countryCode);
+  await navigator.clipboard.writeText(link);
+  flashButton('.story-copy', 'Copied!', 'Link');
+}
+
+function flashButton(selector: string, flashText: string, originalText: string): void {
+  const btn = modalEl?.querySelector(selector) as HTMLButtonElement;
+  if (!btn) return;
+  const span = btn.querySelector('span');
+  if (span) {
+    span.textContent = flashText;
+    setTimeout(() => { if (span) span.textContent = originalText; }, 2500);
+  }
+}
diff --git a/src/components/StrategicPosturePanel.ts b/src/components/StrategicPosturePanel.ts
new file mode 100644
index 000000000..73825777b
--- /dev/null
+++ b/src/components/StrategicPosturePanel.ts
@@ -0,0 +1,527 @@
+import { Panel } from './Panel';
+import { escapeHtml } from '@/utils/sanitize';
+import { fetchCachedTheaterPosture, type CachedTheaterPosture } from '@/services/cached-theater-posture';
+import { fetchMilitaryVessels, isMilitaryVesselTrackingConfigured } from '@/services/military-vessels';
+import { recalcPostureWithVessels, type TheaterPostureSummary } from '@/services/military-surge';
+
+export class StrategicPosturePanel extends Panel {
+  private postures: TheaterPostureSummary[] = [];
+  private refreshInterval: ReturnType<typeof setInterval> | null = null;
+  private vesselTimeouts: ReturnType<typeof setTimeout>[] = [];
+  private loadingElapsedInterval: ReturnType<typeof setInterval> | null = null;
+  private loadingStartTime: number = 0;
+  private onLocationClick?: (lat: number, lon: number) => void;
+  private lastTimestamp: string = '';
+  private isStale: boolean = false;
+
+  constructor() {
+    super({
+      id: 'strategic-posture',
+      title: 'AI Strategic Posture',
+      showCount: false,
+      trackActivity: true,
+      infoTooltip: `<strong>Methodology</strong>
+        <p>Aggregates military aircraft and naval vessels by theater.</p>
+        <ul>
+          <li><strong>Normal:</strong> Baseline activity</li>
+          <li><strong>Elevated:</strong> Above threshold (50+ aircraft)</li>
+          <li><strong>Critical:</strong> High concentration (100+ aircraft)</li>
+        </ul>
+        <p><strong>Strike Capable:</strong> Tankers + AWACS + Fighters present in sufficient numbers for sustained operations.</p>`,
+    });
+    this.init();
+  }
+
+  private init(): void {
+    this.showLoading();
+    this.fetchAndRender();
+    this.startAutoRefresh();
+    // Re-augment with vessels after stream has had time to populate
+    // AIS data accumulates gradually - check at 30s, 60s, 90s, 120s
+    this.vesselTimeouts.push(setTimeout(() => this.reaugmentVessels(), 30 * 1000));
+    this.vesselTimeouts.push(setTimeout(() => this.reaugmentVessels(), 60 * 1000));
+    this.vesselTimeouts.push(setTimeout(() => this.reaugmentVessels(), 90 * 1000));
+    this.vesselTimeouts.push(setTimeout(() => this.reaugmentVessels(), 120 * 1000));
+  }
+
+  private startAutoRefresh(): void {
+    this.refreshInterval = setInterval(() => this.fetchAndRender(), 5 * 60 * 1000);
+  }
+
+  private async reaugmentVessels(): Promise<void> {
+    if (this.postures.length === 0) return;
+    console.log('[StrategicPosturePanel] Re-augmenting with vessels...');
+    await this.augmentWithVessels();
+    this.render();
+  }
+
+  public override showLoading(): void {
+    this.loadingStartTime = Date.now();
+    this.setContent(`
+      <div class="posture-panel">
+        <div class="posture-loading">
+          <div class="posture-loading-radar">
+            <div class="posture-radar-sweep"></div>
+            <div class="posture-radar-dot"></div>
+          </div>
+          <div class="posture-loading-title">Scanning Theaters</div>
+          <div class="posture-loading-stages">
+            <div class="posture-stage active">
+              <span class="posture-stage-dot"></span>
+              <span>Aircraft positions</span>
+            </div>
+            <div class="posture-stage pending">
+              <span class="posture-stage-dot"></span>
+              <span>Naval vessels</span>
+            </div>
+            <div class="posture-stage pending">
+              <span class="posture-stage-dot"></span>
+              <span>Theater analysis</span>
+            </div>
+          </div>
+          <div class="posture-loading-tip">
+            Connecting to live ADS-B &amp; AIS streams...
+          </div>
+          <div class="posture-loading-elapsed">Elapsed: 0s</div>
+          <div class="posture-loading-note">
+            Initial load takes 30-60 seconds as tracking data accumulates
+          </div>
+        </div>
+      </div>
+    `);
+    this.startLoadingTimer();
+  }
+
+  private startLoadingTimer(): void {
+    if (this.loadingElapsedInterval) clearInterval(this.loadingElapsedInterval);
+    this.loadingElapsedInterval = setInterval(() => {
+      const elapsed = Math.floor((Date.now() - this.loadingStartTime) / 1000);
+      const elapsedEl = this.content.querySelector('.posture-loading-elapsed');
+      if (elapsedEl) {
+        elapsedEl.textContent = `Elapsed: ${elapsed}s`;
+      }
+    }, 1000);
+  }
+
+  private stopLoadingTimer(): void {
+    if (this.loadingElapsedInterval) {
+      clearInterval(this.loadingElapsedInterval);
+      this.loadingElapsedInterval = null;
+    }
+  }
+
+  private showLoadingStage(stage: 'aircraft' | 'vessels' | 'analysis'): void {
+    const stages = this.content.querySelectorAll('.posture-stage');
+    if (stages.length === 0) return;
+
+    stages.forEach((el, i) => {
+      el.classList.remove('active', 'complete');
+      if (stage === 'aircraft' && i === 0) el.classList.add('active');
+      else if (stage === 'vessels') {
+        if (i === 0) el.classList.add('complete');
+        else if (i === 1) el.classList.add('active');
+      } else if (stage === 'analysis') {
+        if (i <= 1) el.classList.add('complete');
+        else if (i === 2) el.classList.add('active');
+      }
+    });
+  }
+
+  private async fetchAndRender(): Promise<void> {
+    try {
+      // Fetch aircraft data from server
+      this.showLoadingStage('aircraft');
+      const data = await fetchCachedTheaterPosture();
+      if (!data || data.postures.length === 0) {
+        this.showNoData();
+        return;
+      }
+
+      // Deep clone to avoid mutating cached data
+      this.postures = data.postures.map((p) => ({
+        ...p,
+        byOperator: { ...p.byOperator },
+      }));
+      this.lastTimestamp = data.timestamp;
+      this.isStale = data.stale || false;
+
+      // Try to augment with vessel data (client-side)
+      this.showLoadingStage('vessels');
+      await this.augmentWithVessels();
+
+      this.showLoadingStage('analysis');
+      this.updateBadges();
+      this.render();
+
+      // If we rendered stale localStorage data, re-fetch fresh after a short delay
+      if (this.isStale) {
+        setTimeout(() => this.fetchAndRender(), 3000);
+      }
+    } catch (error) {
+      console.error('[StrategicPosturePanel] Fetch error:', error);
+      this.showFetchError();
+    }
+  }
+
+  private async augmentWithVessels(): Promise<void> {
+    if (!isMilitaryVesselTrackingConfigured()) {
+      return;
+    }
+
+    try {
+      const { vessels } = await fetchMilitaryVessels();
+      console.log(`[StrategicPosturePanel] Got ${vessels.length} total military vessels`);
+      if (vessels.length === 0) {
+        // AIS stream hasn't accumulated data yet — restore from cache
+        this.restoreVesselCounts();
+        recalcPostureWithVessels(this.postures);
+        return;
+      }
+
+      // Merge vessel counts into each theater
+      for (const posture of this.postures) {
+        if (!posture.bounds) continue;
+
+        // Filter vessels within theater bounds
+        const theaterVessels = vessels.filter(
+          (v) =>
+            v.lat >= posture.bounds!.south &&
+            v.lat <= posture.bounds!.north &&
+            v.lon >= posture.bounds!.west &&
+            v.lon <= posture.bounds!.east
+        );
+
+        // Count by type
+        posture.destroyers = theaterVessels.filter((v) => v.vesselType === 'destroyer').length;
+        posture.frigates = theaterVessels.filter((v) => v.vesselType === 'frigate').length;
+        posture.carriers = theaterVessels.filter((v) => v.vesselType === 'carrier').length;
+        posture.submarines = theaterVessels.filter((v) => v.vesselType === 'submarine').length;
+        posture.patrol = theaterVessels.filter((v) => v.vesselType === 'patrol').length;
+        posture.auxiliaryVessels = theaterVessels.filter(
+          (v) => v.vesselType === 'auxiliary' || v.vesselType === 'special' || v.vesselType === 'amphibious' || v.vesselType === 'icebreaker' || v.vesselType === 'research' || v.vesselType === 'unknown'
+        ).length;
+        posture.totalVessels = theaterVessels.length;
+
+        if (theaterVessels.length > 0) {
+          console.log(`[StrategicPosturePanel] ${posture.shortName}: ${theaterVessels.length} vessels`, theaterVessels.map(v => v.vesselType));
+        }
+
+        // Add vessel operators to byOperator
+        for (const v of theaterVessels) {
+          const op = v.operator || 'unknown';
+          posture.byOperator[op] = (posture.byOperator[op] || 0) + 1;
+        }
+      }
+
+      // Cache vessel counts per theater in localStorage for instant restore on refresh
+      this.cacheVesselCounts();
+
+      // Recalculate posture levels now that vessels are included
+      recalcPostureWithVessels(this.postures);
+      console.log('[StrategicPosturePanel] Augmented with', vessels.length, 'vessels, posture levels recalculated');
+    } catch (error) {
+      console.warn('[StrategicPosturePanel] Failed to fetch vessels:', error);
+      // Restore cached vessel counts if live fetch failed
+      this.restoreVesselCounts();
+      recalcPostureWithVessels(this.postures);
+    }
+  }
+
+  private cacheVesselCounts(): void {
+    try {
+      const counts: Record<string, { destroyers: number; frigates: number; carriers: number; submarines: number; patrol: number; auxiliaryVessels: number; totalVessels: number }> = {};
+      for (const p of this.postures) {
+        if (p.totalVessels > 0) {
+          counts[p.theaterId] = {
+            destroyers: p.destroyers || 0,
+            frigates: p.frigates || 0,
+            carriers: p.carriers || 0,
+            submarines: p.submarines || 0,
+            patrol: p.patrol || 0,
+            auxiliaryVessels: p.auxiliaryVessels || 0,
+            totalVessels: p.totalVessels || 0,
+          };
+        }
+      }
+      localStorage.setItem('wm:vesselPosture', JSON.stringify({ counts, ts: Date.now() }));
+    } catch { /* quota exceeded or private mode */ }
+  }
+
+  private restoreVesselCounts(): void {
+    try {
+      const raw = localStorage.getItem('wm:vesselPosture');
+      if (!raw) return;
+      const { counts, ts } = JSON.parse(raw);
+      // Only use cache if < 30 minutes old
+      if (Date.now() - ts > 30 * 60 * 1000) return;
+      for (const p of this.postures) {
+        const cached = counts[p.theaterId];
+        if (cached) {
+          p.destroyers = cached.destroyers;
+          p.frigates = cached.frigates;
+          p.carriers = cached.carriers;
+          p.submarines = cached.submarines;
+          p.patrol = cached.patrol;
+          p.auxiliaryVessels = cached.auxiliaryVessels;
+          p.totalVessels = cached.totalVessels;
+        }
+      }
+      console.log('[StrategicPosturePanel] Restored cached vessel counts');
+    } catch { /* parse error */ }
+  }
+
+  public updatePostures(data: CachedTheaterPosture): void {
+    if (!data || data.postures.length === 0) {
+      this.showNoData();
+      return;
+    }
+    // Deep clone to avoid mutating cached data
+    this.postures = data.postures.map((p) => ({
+      ...p,
+      byOperator: { ...p.byOperator },
+    }));
+    this.lastTimestamp = data.timestamp;
+    this.isStale = data.stale || false;
+    this.augmentWithVessels().then(() => {
+      this.updateBadges();
+      this.render();
+    });
+  }
+
+  private updateBadges(): void {
+    const hasCritical = this.postures.some((p) => p.postureLevel === 'critical');
+    const hasElevated = this.postures.some((p) => p.postureLevel === 'elevated');
+    if (hasCritical) {
+      this.setNewBadge(1, true);
+    } else if (hasElevated) {
+      this.setNewBadge(1, false);
+    } else {
+      this.clearNewBadge();
+    }
+  }
+
+  public refresh(): void {
+    this.fetchAndRender();
+  }
+
+  private showNoData(): void {
+    this.stopLoadingTimer();
+    this.setContent(`
+      <div class="posture-panel">
+        <div class="posture-no-data">
+          <div class="posture-no-data-icon pulse">📡</div>
+          <div class="posture-no-data-title">Acquiring Data</div>
+          <div class="posture-no-data-desc">
+            Connecting to ADS-B network for military flight data.
+            This may take 30-60 seconds on first load.
+          </div>
+          <div class="posture-data-sources">
+            <div class="posture-source">
+              <span class="posture-source-icon connecting">✈️</span>
+              <span>OpenSky ADS-B</span>
+            </div>
+            <div class="posture-source">
+              <span class="posture-source-icon waiting">🚢</span>
+              <span>AIS Vessel Stream</span>
+            </div>
+          </div>
+          <button class="posture-retry-btn">↻ Retry Now</button>
+        </div>
+      </div>
+    `);
+    this.content.querySelector('.posture-retry-btn')?.addEventListener('click', () => this.refresh());
+  }
+
+  private showFetchError(): void {
+    this.stopLoadingTimer();
+    this.setContent(`
+      <div class="posture-panel">
+        <div class="posture-no-data">
+          <div class="posture-no-data-icon">⚠️</div>
+          <div class="posture-no-data-title">Feed Rate Limited</div>
+          <div class="posture-no-data-desc">
+            OpenSky API has request limits. The panel will automatically
+            retry in a few minutes, or you can try again now.
+          </div>
+          <div class="posture-error-hint">
+            <strong>Tip:</strong> Peak hours (UTC 12:00-20:00) often see higher limits.
+          </div>
+          <button class="posture-retry-btn">↻ Try Again</button>
+        </div>
+      </div>
+    `);
+    this.content.querySelector('.posture-retry-btn')?.addEventListener('click', () => this.refresh());
+  }
+
+  private getPostureBadge(level: string): string {
+    switch (level) {
+      case 'critical':
+        return '<span class="posture-badge posture-critical">CRIT</span>';
+      case 'elevated':
+        return '<span class="posture-badge posture-elevated">ELEV</span>';
+      default:
+        return '<span class="posture-badge posture-normal">NORM</span>';
+    }
+  }
+
+  private getTrendIcon(trend: string, change: number): string {
+    switch (trend) {
+      case 'increasing':
+        return `<span class="posture-trend trend-up">↗ +${change}%</span>`;
+      case 'decreasing':
+        return `<span class="posture-trend trend-down">↘ ${change}%</span>`;
+      default:
+        return '<span class="posture-trend trend-stable">→ stable</span>';
+    }
+  }
+
+  private renderTheater(p: TheaterPostureSummary): string {
+    const isExpanded = p.postureLevel !== 'normal';
+
+    if (!isExpanded) {
+      // Compact single-line view for normal theaters
+      const chips: string[] = [];
+      if (p.totalAircraft > 0) chips.push(`<span class="posture-chip air">✈️ ${p.totalAircraft}</span>`);
+      if (p.totalVessels > 0) chips.push(`<span class="posture-chip naval">⚓ ${p.totalVessels}</span>`);
+
+      return `
+        <div class="posture-theater posture-compact" data-lat="${p.centerLat}" data-lon="${p.centerLon}" title="Click to view ${escapeHtml(p.theaterName)} on map">
+          <span class="posture-name">${escapeHtml(p.shortName)}</span>
+          <div class="posture-chips">${chips.join('')}</div>
+          ${this.getPostureBadge(p.postureLevel)}
+        </div>
+      `;
+    }
+
+    // Build compact stat chips for expanded view
+    const airChips: string[] = [];
+    if (p.fighters > 0) airChips.push(`<span class="posture-stat" title="Fighters">✈️ ${p.fighters}</span>`);
+    if (p.tankers > 0) airChips.push(`<span class="posture-stat" title="Tankers">⛽ ${p.tankers}</span>`);
+    if (p.awacs > 0) airChips.push(`<span class="posture-stat" title="AWACS">📡 ${p.awacs}</span>`);
+    if (p.reconnaissance > 0) airChips.push(`<span class="posture-stat" title="Recon">🔍 ${p.reconnaissance}</span>`);
+    if (p.transport > 0) airChips.push(`<span class="posture-stat" title="Transport">📦 ${p.transport}</span>`);
+    if (p.bombers > 0) airChips.push(`<span class="posture-stat" title="Bombers">💣 ${p.bombers}</span>`);
+    if (p.drones > 0) airChips.push(`<span class="posture-stat" title="Drones">🛸 ${p.drones}</span>`);
+    // Fallback: show total aircraft if no typed breakdown available
+    if (airChips.length === 0 && p.totalAircraft > 0) {
+      airChips.push(`<span class="posture-stat" title="Aircraft">✈️ ${p.totalAircraft}</span>`);
+    }
+
+    const navalChips: string[] = [];
+    if (p.carriers > 0) navalChips.push(`<span class="posture-stat carrier" title="Carriers">🚢 ${p.carriers}</span>`);
+    if (p.destroyers > 0) navalChips.push(`<span class="posture-stat" title="Destroyers">⚓ ${p.destroyers}</span>`);
+    if (p.frigates > 0) navalChips.push(`<span class="posture-stat" title="Frigates">🛥️ ${p.frigates}</span>`);
+    if (p.submarines > 0) navalChips.push(`<span class="posture-stat" title="Submarines">🦈 ${p.submarines}</span>`);
+    if (p.patrol > 0) navalChips.push(`<span class="posture-stat" title="Patrol">🚤 ${p.patrol}</span>`);
+    if (p.auxiliaryVessels > 0) navalChips.push(`<span class="posture-stat" title="Auxiliary">⚓ ${p.auxiliaryVessels}</span>`);
+    // Fallback: show total vessels if no typed breakdown available
+    if (navalChips.length === 0 && p.totalVessels > 0) {
+      navalChips.push(`<span class="posture-stat" title="Naval Vessels">⚓ ${p.totalVessels}</span>`);
+    }
+
+    const hasAir = airChips.length > 0;
+    const hasNaval = navalChips.length > 0;
+
+    return `
+      <div class="posture-theater posture-expanded ${p.postureLevel}" data-lat="${p.centerLat}" data-lon="${p.centerLon}" title="Click to view on map">
+        <div class="posture-theater-header">
+          <span class="posture-name">${escapeHtml(p.theaterName)}</span>
+          ${this.getPostureBadge(p.postureLevel)}
+        </div>
+
+        <div class="posture-forces">
+          ${hasAir ? `<div class="posture-force-row"><span class="posture-domain">AIR</span><div class="posture-stats">${airChips.join('')}</div></div>` : ''}
+          ${hasNaval ? `<div class="posture-force-row"><span class="posture-domain">SEA</span><div class="posture-stats">${navalChips.join('')}</div></div>` : ''}
+        </div>
+
+        <div class="posture-footer">
+          ${p.strikeCapable ? '<span class="posture-strike">⚡ STRIKE</span>' : ''}
+          ${this.getTrendIcon(p.trend, p.changePercent)}
+          ${p.targetNation ? `<span class="posture-focus">→ ${escapeHtml(p.targetNation)}</span>` : ''}
+        </div>
+      </div>
+    `;
+  }
+
+  private render(): void {
+    this.stopLoadingTimer();
+    const sorted = [...this.postures].sort((a, b) => {
+      const order: Record<string, number> = { critical: 0, elevated: 1, normal: 2 };
+      return (order[a.postureLevel] ?? 2) - (order[b.postureLevel] ?? 2);
+    });
+
+    const updatedTime = this.lastTimestamp
+      ? new Date(this.lastTimestamp).toLocaleTimeString()
+      : new Date().toLocaleTimeString();
+
+    const staleWarning = this.isStale
+      ? '<div class="posture-stale-warning">⚠️ Using cached data - live feed temporarily unavailable</div>'
+      : '';
+
+    const html = `
+      <div class="posture-panel">
+        ${staleWarning}
+        ${sorted.map((p) => this.renderTheater(p)).join('')}
+
+        <div class="posture-footer">
+          <span class="posture-updated">${this.isStale ? '⚠️ ' : ''}Updated: ${updatedTime}</span>
+          <button class="posture-refresh-btn" title="Refresh">↻</button>
+        </div>
+      </div>
+    `;
+
+    this.setContent(html);
+    this.attachEventListeners();
+  }
+
+  private attachEventListeners(): void {
+    this.content.querySelector('.posture-refresh-btn')?.addEventListener('click', () => {
+      this.refresh();
+    });
+
+    const theaters = this.content.querySelectorAll('.posture-theater');
+    theaters.forEach((el) => {
+      el.addEventListener('click', () => {
+        const lat = parseFloat((el as HTMLElement).dataset.lat || '0');
+        const lon = parseFloat((el as HTMLElement).dataset.lon || '0');
+        console.log('[StrategicPosturePanel] Theater clicked:', {
+          lat,
+          lon,
+          dataLat: (el as HTMLElement).dataset.lat,
+          dataLon: (el as HTMLElement).dataset.lon,
+          element: (el as HTMLElement).textContent?.slice(0, 30),
+          hasHandler: !!this.onLocationClick,
+        });
+        if (this.onLocationClick && !isNaN(lat) && !isNaN(lon)) {
+          console.log('[StrategicPosturePanel] Calling onLocationClick with:', lat, lon);
+          this.onLocationClick(lat, lon);
+        } else {
+          console.warn('[StrategicPosturePanel] No handler or invalid coords!', {
+            hasHandler: !!this.onLocationClick,
+            lat,
+            lon,
+          });
+        }
+      });
+    });
+  }
+
+  public setLocationClickHandler(handler: (lat: number, lon: number) => void): void {
+    console.log('[StrategicPosturePanel] setLocationClickHandler called, handler:', typeof handler);
+    this.onLocationClick = handler;
+    // Verify it's stored
+    console.log('[StrategicPosturePanel] Handler stored, onLocationClick now:', typeof this.onLocationClick);
+  }
+
+  public getPostures(): TheaterPostureSummary[] {
+    return this.postures;
+  }
+
+  public destroy(): void {
+    if (this.refreshInterval) clearInterval(this.refreshInterval);
+    this.stopLoadingTimer();
+    this.vesselTimeouts.forEach(t => clearTimeout(t));
+    this.vesselTimeouts = [];
+    super.destroy();
+  }
+}
diff --git a/src/components/StrategicRiskPanel.ts b/src/components/StrategicRiskPanel.ts
new file mode 100644
index 000000000..31309f564
--- /dev/null
+++ b/src/components/StrategicRiskPanel.ts
@@ -0,0 +1,501 @@
+import { Panel } from './Panel';
+import { escapeHtml } from '@/utils/sanitize';
+import {
+  calculateStrategicRiskOverview,
+  getRecentAlerts,
+  getAlertCount,
+  type StrategicRiskOverview,
+  type UnifiedAlert,
+  type AlertPriority,
+} from '@/services/cross-module-integration';
+import { detectConvergence, type GeoConvergenceAlert } from '@/services/geo-convergence';
+import {
+  dataFreshness,
+  getStatusColor,
+  getStatusIcon,
+  type DataSourceState,
+  type DataFreshnessSummary,
+} from '@/services/data-freshness';
+import { getLearningProgress } from '@/services/country-instability';
+import { fetchCachedRiskScores } from '@/services/cached-risk-scores';
+
+export class StrategicRiskPanel extends Panel {
+  private overview: StrategicRiskOverview | null = null;
+  private alerts: UnifiedAlert[] = [];
+  private convergenceAlerts: GeoConvergenceAlert[] = [];
+  private freshnessSummary: DataFreshnessSummary | null = null;
+  private refreshInterval: ReturnType<typeof setInterval> | null = null;
+  private unsubscribeFreshness: (() => void) | null = null;
+  private onLocationClick?: (lat: number, lon: number) => void;
+  private usedCachedScores = false;
+
+  constructor() {
+    super({
+      id: 'strategic-risk',
+      title: 'Strategic Risk Overview',
+      showCount: false,
+      trackActivity: true,
+      infoTooltip: `<strong>Methodology</strong>
+        Composite score (0-100) blending:
+        <ul>
+          <li>50% Country Instability (top 5 weighted)</li>
+          <li>30% Geographic convergence zones</li>
+          <li>20% Infrastructure incidents</li>
+        </ul>
+        Auto-refreshes every 5 minutes.`,
+    });
+    this.init();
+  }
+
+  private async init(): Promise<void> {
+    this.showLoading();
+    try {
+      // Subscribe to data freshness changes - debounce to avoid excessive recalculations
+      let refreshTimeout: ReturnType<typeof setTimeout> | null = null;
+      this.unsubscribeFreshness = dataFreshness.subscribe(() => {
+        // Debounce refresh to batch multiple rapid updates
+        if (refreshTimeout) clearTimeout(refreshTimeout);
+        refreshTimeout = setTimeout(() => {
+          this.refresh();
+        }, 500);
+      });
+      await this.refresh();
+      this.startAutoRefresh();
+    } catch (error) {
+      console.error('[StrategicRiskPanel] Init error:', error);
+      this.showError('Failed to calculate risk overview');
+    }
+  }
+
+  private startAutoRefresh(): void {
+    this.refreshInterval = setInterval(() => this.refresh(), 5 * 60 * 1000);
+  }
+
+  public async refresh(): Promise<void> {
+    this.freshnessSummary = dataFreshness.getSummary();
+    this.convergenceAlerts = detectConvergence();
+    this.overview = calculateStrategicRiskOverview(this.convergenceAlerts);
+    this.alerts = getRecentAlerts(24);
+
+    // Try to get cached scores during learning mode
+    const { inLearning } = getLearningProgress();
+    this.usedCachedScores = false;
+    if (inLearning) {
+      const cached = await fetchCachedRiskScores();
+      if (cached && cached.strategicRisk) {
+        this.usedCachedScores = true;
+        console.log('[StrategicRiskPanel] Using cached scores from backend');
+      }
+    }
+
+    if (!this.freshnessSummary || this.freshnessSummary.activeSources === 0) {
+      this.setDataBadge('unavailable');
+    } else if (this.usedCachedScores) {
+      this.setDataBadge('cached');
+    } else {
+      this.setDataBadge('live');
+    }
+
+    this.render();
+  }
+
+  private getScoreColor(score: number): string {
+    if (score >= 70) return '#ff4444';
+    if (score >= 50) return '#ff8800';
+    if (score >= 30) return '#ffaa00';
+    return '#44aa44';
+  }
+
+  private getScoreLevel(score: number): string {
+    if (score >= 70) return 'Critical';
+    if (score >= 50) return 'Elevated';
+    if (score >= 30) return 'Moderate';
+    return 'Low';
+  }
+
+  private getTrendEmoji(trend: string): string {
+    switch (trend) {
+      case 'escalating': return '📈';
+      case 'de-escalating': return '📉';
+      default: return '➡️';
+    }
+  }
+
+  private getTrendColor(trend: string): string {
+    switch (trend) {
+      case 'escalating': return '#ff4444';
+      case 'de-escalating': return '#44aa44';
+      default: return '#888888';
+    }
+  }
+
+
+  private getPriorityColor(priority: AlertPriority): string {
+    switch (priority) {
+      case 'critical': return '#ff4444';
+      case 'high': return '#ff8800';
+      case 'medium': return '#ffaa00';
+      case 'low': return '#88aa44';
+    }
+  }
+
+  private getPriorityEmoji(priority: AlertPriority): string {
+    switch (priority) {
+      case 'critical': return '🔴';
+      case 'high': return '🟠';
+      case 'medium': return '🟡';
+      case 'low': return '🟢';
+    }
+  }
+
+  private getTypeEmoji(type: string): string {
+    switch (type) {
+      case 'convergence': return '🎯';
+      case 'cii_spike': return '📊';
+      case 'cascade': return '🔗';
+      case 'composite': return '⚠️';
+      default: return '📍';
+    }
+  }
+
+  /**
+   * Render when we have insufficient data - can't assess risk
+   */
+  private renderInsufficientData(): string {
+    const sources = dataFreshness.getAllSources();
+    const riskSources = sources.filter(s => s.requiredForRisk);
+
+    return `
+      <div class="strategic-risk-panel">
+        <div class="risk-no-data">
+          <div class="risk-no-data-icon">⚠️</div>
+          <div class="risk-no-data-title">Insufficient Data</div>
+          <div class="risk-no-data-desc">
+            Unable to assess risk level.<br>
+            Enable data sources to begin monitoring.
+          </div>
+        </div>
+
+        <div class="risk-section">
+          <div class="risk-section-title">Required Data Sources</div>
+          <div class="risk-sources">
+            ${riskSources.map(source => this.renderSourceRow(source)).join('')}
+          </div>
+        </div>
+
+        <div class="risk-section">
+          <div class="risk-section-title">Optional Sources</div>
+          <div class="risk-sources">
+            ${sources.filter(s => !s.requiredForRisk).slice(0, 4).map(source => this.renderSourceRow(source)).join('')}
+          </div>
+        </div>
+
+        <div class="risk-actions">
+          <button class="risk-action-btn risk-action-primary" data-action="enable-core">
+            Enable Core Feeds
+          </button>
+        </div>
+
+        <div class="risk-footer">
+          <span class="risk-updated">Waiting for data...</span>
+          <button class="risk-refresh-btn">Refresh</button>
+        </div>
+      </div>
+    `;
+  }
+
+
+  /**
+   * Render full data view - normal operation
+   */
+  private renderFullData(): string {
+    if (!this.overview || !this.freshnessSummary) return '';
+
+    const score = this.overview.compositeScore;
+    const color = this.getScoreColor(score);
+    const level = this.getScoreLevel(score);
+    const scoreDeg = Math.round((score / 100) * 270);
+
+    // Check for learning mode - skip if using cached scores
+    const { inLearning, remainingMinutes, progress } = getLearningProgress();
+    const showLearning = inLearning && !this.usedCachedScores;
+    // Only show status banner when there's something to report (learning mode)
+    const statusBanner = showLearning
+      ? `<div class="risk-status-banner risk-status-learning">
+          <span class="risk-status-icon">📊</span>
+          <span class="risk-status-text">Learning Mode - ${remainingMinutes}m until reliable</span>
+          <div class="learning-progress-mini">
+            <div class="learning-bar" style="width: ${progress}%"></div>
+          </div>
+        </div>`
+      : '';
+
+    return `
+      <div class="strategic-risk-panel">
+        ${statusBanner}
+
+        <div class="risk-gauge">
+          <div class="risk-score-container">
+            <div class="risk-score-ring" style="--score-color: ${color}; --score-deg: ${scoreDeg}deg;">
+              <div class="risk-score-inner">
+                <div class="risk-score" style="color: ${color}">${score}</div>
+                <div class="risk-level" style="color: ${color}">${level}</div>
+              </div>
+            </div>
+          </div>
+          <div class="risk-trend-container">
+            <span class="risk-trend-label">Trend</span>
+            <div class="risk-trend" style="color: ${this.getTrendColor(this.overview.trend)}">
+              ${this.getTrendEmoji(this.overview.trend)} ${this.overview.trend.charAt(0).toUpperCase() + this.overview.trend.slice(1)}
+            </div>
+          </div>
+        </div>
+
+        ${this.renderMetrics()}
+        ${this.renderTopRisks()}
+        ${this.renderRecentAlerts()}
+
+        <div class="risk-footer">
+          <span class="risk-updated">Updated: ${this.overview.timestamp.toLocaleTimeString()}</span>
+          <button class="risk-refresh-btn">Refresh</button>
+        </div>
+      </div>
+    `;
+  }
+
+  private renderSourceRow(source: DataSourceState): string {
+    const panelId = dataFreshness.getPanelIdForSource(source.id);
+    const timeSince = dataFreshness.getTimeSince(source.id);
+
+    return `
+      <div class="risk-source-row">
+        <span class="risk-source-status" style="color: ${getStatusColor(source.status)}">
+          ${getStatusIcon(source.status)}
+        </span>
+        <span class="risk-source-name">${escapeHtml(source.name)}</span>
+        <span class="risk-source-time">${source.status === 'no_data' ? 'no data' : timeSince}</span>
+        ${panelId && (source.status === 'no_data' || source.status === 'disabled') ? `
+          <button class="risk-source-enable" data-panel="${panelId}">Enable</button>
+        ` : ''}
+      </div>
+    `;
+  }
+
+  private renderMetrics(): string {
+    if (!this.overview) return '';
+
+    const alertCounts = getAlertCount();
+
+    return `
+      <div class="risk-metrics">
+        <div class="risk-metric">
+          <span class="risk-metric-value">${this.overview.convergenceAlerts}</span>
+          <span class="risk-metric-label">Convergence</span>
+        </div>
+        <div class="risk-metric">
+          <span class="risk-metric-value">${this.overview.avgCIIDeviation.toFixed(1)}</span>
+          <span class="risk-metric-label">CII Deviation</span>
+        </div>
+        <div class="risk-metric">
+          <span class="risk-metric-value">${this.overview.infrastructureIncidents}</span>
+          <span class="risk-metric-label">Infra Events</span>
+        </div>
+        <div class="risk-metric">
+          <span class="risk-metric-value">${alertCounts.critical + alertCounts.high}</span>
+          <span class="risk-metric-label">High Alerts</span>
+        </div>
+      </div>
+    `;
+  }
+
+  private renderTopRisks(): string {
+    if (!this.overview || this.overview.topRisks.length === 0) {
+      return '<div class="risk-empty">No significant risks detected</div>';
+    }
+
+    // Get convergence zone for first risk if available
+    const topZone = this.overview.topConvergenceZones[0];
+
+    return `
+      <div class="risk-section">
+        <div class="risk-section-title">Top Risks</div>
+        <div class="risk-list">
+          ${this.overview.topRisks.map((risk, i) => {
+            // First risk is convergence - make it clickable if we have location
+            const isConvergence = i === 0 && risk.startsWith('Convergence:') && topZone;
+            if (isConvergence) {
+              return `
+                <div class="risk-item risk-item-clickable" data-lat="${topZone.lat}" data-lon="${topZone.lon}">
+                  <span class="risk-rank">${i + 1}.</span>
+                  <span class="risk-text">${escapeHtml(risk)}</span>
+                  <span class="risk-location-icon">↗</span>
+                </div>
+              `;
+            }
+            return `
+              <div class="risk-item">
+                <span class="risk-rank">${i + 1}.</span>
+                <span class="risk-text">${escapeHtml(risk)}</span>
+              </div>
+            `;
+          }).join('')}
+        </div>
+      </div>
+    `;
+  }
+
+  private renderRecentAlerts(): string {
+    if (this.alerts.length === 0) {
+      return '';
+    }
+
+    const displayAlerts = this.alerts.slice(0, 5);
+
+    return `
+      <div class="risk-section">
+        <div class="risk-section-title">Recent Alerts (${this.alerts.length})</div>
+        <div class="risk-alerts">
+          ${displayAlerts.map(alert => {
+            const hasLocation = alert.location && alert.location.lat && alert.location.lon;
+            const clickableClass = hasLocation ? 'risk-alert-clickable' : '';
+            const locationAttrs = hasLocation
+              ? `data-lat="${alert.location!.lat}" data-lon="${alert.location!.lon}"`
+              : '';
+
+            return `
+              <div class="risk-alert ${clickableClass}" style="border-left: 3px solid ${this.getPriorityColor(alert.priority)}" ${locationAttrs}>
+                <div class="risk-alert-header">
+                  <span class="risk-alert-type">${this.getTypeEmoji(alert.type)}</span>
+                  <span class="risk-alert-priority">${this.getPriorityEmoji(alert.priority)}</span>
+                  <span class="risk-alert-title">${escapeHtml(alert.title)}</span>
+                  ${hasLocation ? '<span class="risk-location-icon">↗</span>' : ''}
+                </div>
+                <div class="risk-alert-summary">${escapeHtml(alert.summary)}</div>
+                <div class="risk-alert-time">${this.formatTime(alert.timestamp)}</div>
+              </div>
+            `;
+          }).join('')}
+        </div>
+      </div>
+    `;
+  }
+
+  private formatTime(date: Date): string {
+    const now = new Date();
+    const diff = now.getTime() - date.getTime();
+    const minutes = Math.floor(diff / 60000);
+    const hours = Math.floor(minutes / 60);
+
+    if (minutes < 1) return 'just now';
+    if (minutes < 60) return `${minutes}m ago`;
+    if (hours < 24) return `${hours}h ago`;
+    return date.toLocaleDateString();
+  }
+
+  private render(): void {
+    this.freshnessSummary = dataFreshness.getSummary();
+
+    if (!this.overview) {
+      this.showLoading();
+      return;
+    }
+
+    // Render full data view — partial data is handled gracefully by CII baselines
+    // Only show insufficient state if zero sources after 60s (true failure)
+    let html: string;
+    const uptime = performance.now();
+    if (this.freshnessSummary.overallStatus === 'insufficient' && uptime > 60_000) {
+      html = this.renderInsufficientData();
+    } else {
+      html = this.renderFullData();
+    }
+
+    this.content.innerHTML = html;
+    this.attachEventListeners();
+  }
+
+  private attachEventListeners(): void {
+    // Refresh button
+    const refreshBtn = this.content.querySelector('.risk-refresh-btn');
+    if (refreshBtn) {
+      refreshBtn.addEventListener('click', () => this.refresh());
+    }
+
+    // Enable source buttons
+    const enableBtns = this.content.querySelectorAll('.risk-source-enable');
+    enableBtns.forEach(btn => {
+      btn.addEventListener('click', (e) => {
+        const panelId = (e.target as HTMLElement).dataset.panel;
+        if (panelId) {
+          this.emitEnablePanel(panelId);
+        }
+      });
+    });
+
+    // Action buttons
+    const actionBtns = this.content.querySelectorAll('.risk-action-btn');
+    actionBtns.forEach(btn => {
+      btn.addEventListener('click', (e) => {
+        const action = (e.target as HTMLElement).dataset.action;
+        if (action === 'enable-core') {
+          this.emitEnablePanels(['protests', 'intel', 'live-news']);
+        } else if (action === 'enable-all') {
+          this.emitEnablePanels(['protests', 'intel', 'live-news', 'military', 'shipping']);
+        }
+      });
+    });
+
+    // Clickable risk items (convergence zones)
+    const clickableRisks = this.content.querySelectorAll('.risk-item-clickable');
+    clickableRisks.forEach(item => {
+      item.addEventListener('click', () => {
+        const lat = parseFloat((item as HTMLElement).dataset.lat || '0');
+        const lon = parseFloat((item as HTMLElement).dataset.lon || '0');
+        if (this.onLocationClick && !isNaN(lat) && !isNaN(lon)) {
+          this.onLocationClick(lat, lon);
+        }
+      });
+    });
+
+    // Clickable alerts with location
+    const clickableAlerts = this.content.querySelectorAll('.risk-alert-clickable');
+    clickableAlerts.forEach(alert => {
+      alert.addEventListener('click', () => {
+        const lat = parseFloat((alert as HTMLElement).dataset.lat || '0');
+        const lon = parseFloat((alert as HTMLElement).dataset.lon || '0');
+        if (this.onLocationClick && !isNaN(lat) && !isNaN(lon)) {
+          this.onLocationClick(lat, lon);
+        }
+      });
+    });
+  }
+
+  private emitEnablePanel(panelId: string): void {
+    window.dispatchEvent(new CustomEvent('enable-panel', { detail: { panelId } }));
+  }
+
+  private emitEnablePanels(panelIds: string[]): void {
+    panelIds.forEach(id => this.emitEnablePanel(id));
+  }
+
+  public destroy(): void {
+    if (this.refreshInterval) {
+      clearInterval(this.refreshInterval);
+    }
+    if (this.unsubscribeFreshness) {
+      this.unsubscribeFreshness();
+    }
+  }
+
+  public getOverview(): StrategicRiskOverview | null {
+    return this.overview;
+  }
+
+  public getAlerts(): UnifiedAlert[] {
+    return this.alerts;
+  }
+
+  public setLocationClickHandler(handler: (lat: number, lon: number) => void): void {
+    this.onLocationClick = handler;
+  }
+}
diff --git a/src/components/TechEventsPanel.ts b/src/components/TechEventsPanel.ts
new file mode 100644
index 000000000..a509da61d
--- /dev/null
+++ b/src/components/TechEventsPanel.ts
@@ -0,0 +1,249 @@
+import { Panel } from './Panel';
+import { escapeHtml, sanitizeUrl } from '@/utils/sanitize';
+
+interface TechEventCoords {
+  lat: number;
+  lng: number;
+  country: string;
+  original: string;
+  virtual?: boolean;
+}
+
+interface TechEvent {
+  id: string;
+  title: string;
+  type: 'conference' | 'earnings' | 'ipo' | 'other';
+  location: string | null;
+  coords: TechEventCoords | null;
+  startDate: string;
+  endDate: string;
+  url: string | null;
+}
+
+interface TechEventsResponse {
+  success: boolean;
+  count: number;
+  conferenceCount: number;
+  mappableCount: number;
+  lastUpdated: string;
+  events: TechEvent[];
+  error?: string;
+}
+
+type ViewMode = 'upcoming' | 'conferences' | 'earnings' | 'all';
+
+export class TechEventsPanel extends Panel {
+  private viewMode: ViewMode = 'upcoming';
+  private events: TechEvent[] = [];
+  private loading = true;
+  private error: string | null = null;
+
+  constructor(id: string) {
+    super({ id, title: 'Tech Events', showCount: true });
+    this.element.classList.add('panel-tall');
+    void this.fetchEvents();
+  }
+
+  private async fetchEvents(): Promise<void> {
+    this.loading = true;
+    this.error = null;
+    this.render();
+
+    try {
+      const res = await fetch('/api/tech-events?days=180&limit=100');
+      if (!res.ok) throw new Error(`HTTP ${res.status}`);
+
+      const data: TechEventsResponse = await res.json();
+      if (!data.success) throw new Error(data.error || 'Unknown error');
+
+      this.events = data.events;
+      this.setCount(data.conferenceCount);
+    } catch (err) {
+      this.error = err instanceof Error ? err.message : 'Failed to fetch events';
+      console.error('[TechEvents] Fetch error:', err);
+    } finally {
+      this.loading = false;
+      this.render();
+    }
+  }
+
+  protected render(): void {
+    if (this.loading) {
+      this.content.innerHTML = `
+        <div class="tech-events-loading">
+          <div class="loading-spinner"></div>
+          <span>Loading tech events...</span>
+        </div>
+      `;
+      return;
+    }
+
+    if (this.error) {
+      this.content.innerHTML = `
+        <div class="tech-events-error">
+          <span class="error-icon">⚠️</span>
+          <span class="error-text">${escapeHtml(this.error)}</span>
+          <button class="retry-btn" onclick="this.closest('.panel').querySelector('.panel-content').__panel?.refresh()">Retry</button>
+        </div>
+      `;
+      return;
+    }
+
+    const filteredEvents = this.getFilteredEvents();
+    const upcomingConferences = this.events.filter(e => e.type === 'conference' && new Date(e.startDate) >= new Date());
+    const mappableCount = upcomingConferences.filter(e => e.coords && !e.coords.virtual).length;
+
+    this.content.innerHTML = `
+      <div class="tech-events-panel">
+        <div class="tech-events-tabs">
+          <button class="tab ${this.viewMode === 'upcoming' ? 'active' : ''}" data-view="upcoming">Upcoming</button>
+          <button class="tab ${this.viewMode === 'conferences' ? 'active' : ''}" data-view="conferences">Conferences</button>
+          <button class="tab ${this.viewMode === 'earnings' ? 'active' : ''}" data-view="earnings">Earnings</button>
+          <button class="tab ${this.viewMode === 'all' ? 'active' : ''}" data-view="all">All</button>
+        </div>
+        <div class="tech-events-stats">
+          <span class="stat">📅 ${upcomingConferences.length} conferences</span>
+          <span class="stat">📍 ${mappableCount} on map</span>
+          <a href="https://www.techmeme.com/events" target="_blank" rel="noopener" class="source-link">Techmeme Events ↗</a>
+        </div>
+        <div class="tech-events-list">
+          ${filteredEvents.length > 0
+            ? filteredEvents.map(e => this.renderEvent(e)).join('')
+            : '<div class="empty-state">No events to display</div>'
+          }
+        </div>
+      </div>
+    `;
+
+    // Add tab listeners
+    this.content.querySelectorAll('.tab').forEach(tab => {
+      tab.addEventListener('click', (e) => {
+        const view = (e.target as HTMLElement).dataset.view as ViewMode;
+        if (view) {
+          this.viewMode = view;
+          this.render();
+        }
+      });
+    });
+
+    // Add map link listeners
+    this.content.querySelectorAll('.event-map-link').forEach(link => {
+      link.addEventListener('click', (e) => {
+        e.preventDefault();
+        const lat = parseFloat((link as HTMLElement).dataset.lat || '0');
+        const lng = parseFloat((link as HTMLElement).dataset.lng || '0');
+        this.panToLocation(lat, lng);
+      });
+    });
+  }
+
+  private getFilteredEvents(): TechEvent[] {
+    const now = new Date();
+    const thirtyDaysFromNow = new Date(now.getTime() + 30 * 24 * 60 * 60 * 1000);
+
+    switch (this.viewMode) {
+      case 'upcoming':
+        return this.events.filter(e => {
+          const start = new Date(e.startDate);
+          return start >= now && start <= thirtyDaysFromNow;
+        }).slice(0, 20);
+
+      case 'conferences':
+        return this.events.filter(e => e.type === 'conference' && new Date(e.startDate) >= now).slice(0, 30);
+
+      case 'earnings':
+        return this.events.filter(e => e.type === 'earnings' && new Date(e.startDate) >= now).slice(0, 30);
+
+      case 'all':
+        return this.events.filter(e => new Date(e.startDate) >= now).slice(0, 50);
+
+      default:
+        return [];
+    }
+  }
+
+  private renderEvent(event: TechEvent): string {
+    const startDate = new Date(event.startDate);
+    const endDate = new Date(event.endDate);
+    const now = new Date();
+
+    const isToday = startDate.toDateString() === now.toDateString();
+    const isSoon = !isToday && startDate <= new Date(now.getTime() + 2 * 24 * 60 * 60 * 1000); // Within 2 days
+    const isThisWeek = startDate <= new Date(now.getTime() + 7 * 24 * 60 * 60 * 1000);
+
+    const dateStr = startDate.toLocaleDateString('en-US', { month: 'short', day: 'numeric' });
+    const endDateStr = endDate > startDate && endDate.toDateString() !== startDate.toDateString()
+      ? ` - ${endDate.toLocaleDateString('en-US', { month: 'short', day: 'numeric' })}`
+      : '';
+
+    const typeIcons: Record<string, string> = {
+      conference: '🎤',
+      earnings: '📊',
+      ipo: '🔔',
+      other: '📌',
+    };
+
+    const typeClasses: Record<string, string> = {
+      conference: 'type-conference',
+      earnings: 'type-earnings',
+      ipo: 'type-ipo',
+      other: 'type-other',
+    };
+
+    const mapLink = event.coords && !event.coords.virtual
+      ? `<button class="event-map-link" data-lat="${event.coords.lat}" data-lng="${event.coords.lng}" title="Show on map">📍</button>`
+      : '';
+
+    const locationText = event.location
+      ? `<span class="event-location">${escapeHtml(event.location)}</span>`
+      : '';
+
+    const safeEventUrl = sanitizeUrl(event.url || '');
+    const urlLink = safeEventUrl
+      ? `<a href="${safeEventUrl}" target="_blank" rel="noopener" class="event-url" title="More info">↗</a>`
+      : '';
+
+    return `
+      <div class="tech-event ${typeClasses[event.type]} ${isToday ? 'is-today' : ''} ${isSoon ? 'is-soon' : ''} ${isThisWeek ? 'is-this-week' : ''}">
+        <div class="event-date">
+          <span class="event-month">${startDate.toLocaleDateString('en-US', { month: 'short' }).toUpperCase()}</span>
+          <span class="event-day">${startDate.getDate()}</span>
+          ${isToday ? '<span class="today-badge">TODAY</span>' : ''}
+          ${isSoon ? '<span class="soon-badge">SOON</span>' : ''}
+        </div>
+        <div class="event-content">
+          <div class="event-header">
+            <span class="event-icon">${typeIcons[event.type]}</span>
+            <span class="event-title">${escapeHtml(event.title)}</span>
+            ${urlLink}
+          </div>
+          <div class="event-meta">
+            <span class="event-dates">${dateStr}${endDateStr}</span>
+            ${locationText}
+            ${mapLink}
+          </div>
+        </div>
+      </div>
+    `;
+  }
+
+  private panToLocation(lat: number, lng: number): void {
+    // Dispatch event for map to handle
+    window.dispatchEvent(new CustomEvent('tech-event-location', {
+      detail: { lat, lng, zoom: 10 }
+    }));
+  }
+
+  public refresh(): void {
+    void this.fetchEvents();
+  }
+
+  public getConferencesForMap(): TechEvent[] {
+    return this.events.filter(e =>
+      e.type === 'conference' &&
+      e.coords &&
+      !e.coords.virtual &&
+      new Date(e.startDate) >= new Date()
+    );
+  }
+}
diff --git a/src/components/TechHubsPanel.ts b/src/components/TechHubsPanel.ts
new file mode 100644
index 000000000..ad5c8d0dc
--- /dev/null
+++ b/src/components/TechHubsPanel.ts
@@ -0,0 +1,148 @@
+import { Panel } from './Panel';
+import type { TechHubActivity } from '@/services/tech-activity';
+import { escapeHtml, sanitizeUrl } from '@/utils/sanitize';
+
+const COUNTRY_FLAGS: Record<string, string> = {
+  'USA': '🇺🇸', 'United States': '🇺🇸',
+  'UK': '🇬🇧', 'United Kingdom': '🇬🇧',
+  'China': '🇨🇳',
+  'India': '🇮🇳',
+  'Israel': '🇮🇱',
+  'Germany': '🇩🇪',
+  'France': '🇫🇷',
+  'Canada': '🇨🇦',
+  'Japan': '🇯🇵',
+  'South Korea': '🇰🇷',
+  'Singapore': '🇸🇬',
+  'Australia': '🇦🇺',
+  'Netherlands': '🇳🇱',
+  'Sweden': '🇸🇪',
+  'Switzerland': '🇨🇭',
+  'Brazil': '🇧🇷',
+  'Indonesia': '🇮🇩',
+  'UAE': '🇦🇪',
+  'Estonia': '🇪🇪',
+  'Ireland': '🇮🇪',
+  'Finland': '🇫🇮',
+  'Spain': '🇪🇸',
+  'Italy': '🇮🇹',
+  'Poland': '🇵🇱',
+  'Mexico': '🇲🇽',
+  'Argentina': '🇦🇷',
+  'Chile': '🇨🇱',
+  'Colombia': '🇨🇴',
+  'Nigeria': '🇳🇬',
+  'Kenya': '🇰🇪',
+  'South Africa': '🇿🇦',
+  'Egypt': '🇪🇬',
+  'Taiwan': '🇹🇼',
+  'Vietnam': '🇻🇳',
+  'Thailand': '🇹🇭',
+  'Malaysia': '🇲🇾',
+  'Philippines': '🇵🇭',
+  'New Zealand': '🇳🇿',
+  'Austria': '🇦🇹',
+  'Belgium': '🇧🇪',
+  'Denmark': '🇩🇰',
+  'Norway': '🇳🇴',
+  'Portugal': '🇵🇹',
+  'Czech Republic': '🇨🇿',
+  'Romania': '🇷🇴',
+  'Ukraine': '🇺🇦',
+  'Russia': '🇷🇺',
+  'Turkey': '🇹🇷',
+  'Saudi Arabia': '🇸🇦',
+  'Qatar': '🇶🇦',
+  'Pakistan': '🇵🇰',
+  'Bangladesh': '🇧🇩',
+};
+
+export class TechHubsPanel extends Panel {
+  private activities: TechHubActivity[] = [];
+  private onHubClick?: (hub: TechHubActivity) => void;
+
+  constructor() {
+    super({
+      id: 'tech-hubs',
+      title: 'Hot Tech Hubs',
+      showCount: true,
+      infoTooltip: `
+        <strong>Tech Hub Activity</strong><br>
+        Shows tech hubs with the most news activity.<br><br>
+        <em>Activity levels:</em><br>
+        • <span style="color: #00ff88">High</span> — Breaking news or 50+ score<br>
+        • <span style="color: #ffc800">Elevated</span> — Score 20-49<br>
+        • <span style="color: #888">Low</span> — Score below 20<br><br>
+        Click a hub to zoom to its location.
+      `,
+    });
+  }
+
+  public setOnHubClick(handler: (hub: TechHubActivity) => void): void {
+    this.onHubClick = handler;
+  }
+
+  public setActivities(activities: TechHubActivity[]): void {
+    this.activities = activities.slice(0, 10);
+    this.setCount(this.activities.length);
+    this.render();
+  }
+
+  private getFlag(country: string): string {
+    return COUNTRY_FLAGS[country] || '🌐';
+  }
+
+  private render(): void {
+    if (this.activities.length === 0) {
+      this.showError('No active tech hubs');
+      return;
+    }
+
+    const html = this.activities.map((hub, index) => {
+      const trendIcon = hub.trend === 'rising' ? '↑' : hub.trend === 'falling' ? '↓' : '';
+      const breakingTag = hub.hasBreaking ? '<span class="hub-breaking">ALERT</span>' : '';
+      const topStory = hub.topStories[0];
+
+      return `
+        <div class="tech-hub-item ${hub.activityLevel}" data-hub-id="${escapeHtml(hub.hubId)}" data-index="${index}">
+          <div class="hub-rank">${index + 1}</div>
+          <span class="hub-indicator ${hub.activityLevel}"></span>
+          <div class="hub-info">
+            <div class="hub-header">
+              <span class="hub-name">${escapeHtml(hub.city)}</span>
+              <span class="hub-flag">${this.getFlag(hub.country)}</span>
+              ${breakingTag}
+            </div>
+            <div class="hub-meta">
+              <span class="hub-news-count">${hub.newsCount} ${hub.newsCount === 1 ? 'story' : 'stories'}</span>
+              ${trendIcon ? `<span class="hub-trend ${hub.trend}">${trendIcon}</span>` : ''}
+              <span class="hub-tier">${hub.tier}</span>
+            </div>
+          </div>
+          <div class="hub-score">${Math.round(hub.score)}</div>
+        </div>
+        ${topStory ? `
+          <a class="hub-top-story" href="${sanitizeUrl(topStory.link)}" target="_blank" rel="noopener" data-hub-id="${escapeHtml(hub.hubId)}">
+            ${escapeHtml(topStory.title.length > 80 ? topStory.title.slice(0, 77) + '...' : topStory.title)}
+          </a>
+        ` : ''}
+      `;
+    }).join('');
+
+    this.setContent(html);
+    this.bindEvents();
+  }
+
+  private bindEvents(): void {
+    const items = this.content.querySelectorAll<HTMLDivElement>('.tech-hub-item');
+    items.forEach((item) => {
+      item.addEventListener('click', () => {
+        const hubId = item.dataset.hubId;
+        const hub = this.activities.find(a => a.hubId === hubId);
+        if (hub && this.onHubClick) {
+          this.onHubClick(hub);
+        }
+      });
+    });
+  }
+}
diff --git a/src/components/TechReadinessPanel.ts b/src/components/TechReadinessPanel.ts
new file mode 100644
index 000000000..50f8cde81
--- /dev/null
+++ b/src/components/TechReadinessPanel.ts
@@ -0,0 +1,155 @@
+import { Panel } from './Panel';
+import { getTechReadinessRankings, type TechReadinessScore } from '@/services/worldbank';
+import { escapeHtml } from '@/utils/sanitize';
+
+const COUNTRY_FLAGS: Record<string, string> = {
+  'USA': '🇺🇸', 'CHN': '🇨🇳', 'JPN': '🇯🇵', 'DEU': '🇩🇪', 'KOR': '🇰🇷',
+  'GBR': '🇬🇧', 'IND': '🇮🇳', 'ISR': '🇮🇱', 'SGP': '🇸🇬', 'TWN': '🇹🇼',
+  'FRA': '🇫🇷', 'CAN': '🇨🇦', 'SWE': '🇸🇪', 'NLD': '🇳🇱', 'CHE': '🇨🇭',
+  'FIN': '🇫🇮', 'IRL': '🇮🇪', 'AUS': '🇦🇺', 'BRA': '🇧🇷', 'IDN': '🇮🇩',
+  'ESP': '🇪🇸', 'ITA': '🇮🇹', 'MEX': '🇲🇽', 'RUS': '🇷🇺', 'TUR': '🇹🇷',
+  'SAU': '🇸🇦', 'ARE': '🇦🇪', 'POL': '🇵🇱', 'THA': '🇹🇭', 'MYS': '🇲🇾',
+  'VNM': '🇻🇳', 'PHL': '🇵🇭', 'NZL': '🇳🇿', 'AUT': '🇦🇹', 'BEL': '🇧🇪',
+  'DNK': '🇩🇰', 'NOR': '🇳🇴', 'PRT': '🇵🇹', 'CZE': '🇨🇿', 'ZAF': '🇿🇦',
+  'NGA': '🇳🇬', 'KEN': '🇰🇪', 'EGY': '🇪🇬', 'ARG': '🇦🇷', 'CHL': '🇨🇱',
+  'COL': '🇨🇴', 'PAK': '🇵🇰', 'BGD': '🇧🇩', 'UKR': '🇺🇦', 'ROU': '🇷🇴',
+  'EST': '🇪🇪', 'LVA': '🇱🇻', 'LTU': '🇱🇹', 'HUN': '🇭🇺', 'GRC': '🇬🇷',
+  'QAT': '🇶🇦', 'BHR': '🇧🇭', 'KWT': '🇰🇼', 'OMN': '🇴🇲', 'JOR': '🇯🇴',
+};
+
+export class TechReadinessPanel extends Panel {
+  private rankings: TechReadinessScore[] = [];
+  private loading = false;
+  private lastFetch = 0;
+  private readonly REFRESH_INTERVAL = 6 * 60 * 60 * 1000; // 6 hours
+
+  constructor() {
+    super({
+      id: 'tech-readiness',
+      title: 'Tech Readiness Index',
+      showCount: true,
+      infoTooltip: `
+        <strong>Global Tech Readiness</strong><br>
+        Composite score (0-100) based on World Bank data:<br><br>
+        <strong>Metrics shown:</strong><br>
+        🌐 Internet Users (% of population)<br>
+        📱 Mobile Subscriptions (per 100 people)<br>
+        🔬 R&D Expenditure (% of GDP)<br><br>
+        <strong>Weights:</strong> R&D (35%), Internet (30%), Broadband (20%), Mobile (15%)<br><br>
+        <em>— = No recent data available</em><br>
+        <em>Source: World Bank Open Data (2019-2024)</em>
+      `,
+    });
+  }
+
+  public async refresh(): Promise<void> {
+    if (this.loading) return;
+    if (Date.now() - this.lastFetch < this.REFRESH_INTERVAL && this.rankings.length > 0) {
+      return;
+    }
+
+    this.loading = true;
+    this.showFetchingState();
+
+    try {
+      this.rankings = await getTechReadinessRankings();
+      this.lastFetch = Date.now();
+      this.setCount(this.rankings.length);
+      this.render();
+    } catch (error) {
+      console.error('[TechReadinessPanel] Error fetching data:', error);
+      this.showError('Failed to load tech readiness data');
+    } finally {
+      this.loading = false;
+    }
+  }
+
+  private showFetchingState(): void {
+    this.setContent(`
+      <div class="tech-fetch-progress">
+        <div class="tech-fetch-icon">
+          <div class="tech-globe-ring"></div>
+          <span class="tech-globe">🌐</span>
+        </div>
+        <div class="tech-fetch-title">Fetching World Bank Data</div>
+        <div class="tech-fetch-indicators">
+          <div class="tech-indicator-item" style="animation-delay: 0s">
+            <span class="tech-indicator-icon">🌐</span>
+            <span class="tech-indicator-name">Internet Users</span>
+            <span class="tech-indicator-status"></span>
+          </div>
+          <div class="tech-indicator-item" style="animation-delay: 0.2s">
+            <span class="tech-indicator-icon">📱</span>
+            <span class="tech-indicator-name">Mobile Subscriptions</span>
+            <span class="tech-indicator-status"></span>
+          </div>
+          <div class="tech-indicator-item" style="animation-delay: 0.4s">
+            <span class="tech-indicator-icon">📡</span>
+            <span class="tech-indicator-name">Broadband Access</span>
+            <span class="tech-indicator-status"></span>
+          </div>
+          <div class="tech-indicator-item" style="animation-delay: 0.6s">
+            <span class="tech-indicator-icon">🔬</span>
+            <span class="tech-indicator-name">R&D Expenditure</span>
+            <span class="tech-indicator-status"></span>
+          </div>
+        </div>
+        <div class="tech-fetch-note">Analyzing 200+ countries...</div>
+      </div>
+    `);
+  }
+
+  private getFlag(countryCode: string): string {
+    return COUNTRY_FLAGS[countryCode] || '🌐';
+  }
+
+  private getScoreClass(score: number): string {
+    if (score >= 70) return 'high';
+    if (score >= 40) return 'medium';
+    return 'low';
+  }
+
+  private formatComponent(value: number | null): string {
+    if (value === null) return '—';
+    return Math.round(value).toString();
+  }
+
+  private render(): void {
+    if (this.rankings.length === 0) {
+      this.showError('No data available');
+      return;
+    }
+
+    // Show top 25 countries
+    const top = this.rankings.slice(0, 25);
+
+    const html = `
+      <div class="tech-readiness-list">
+        ${top.map(country => {
+          const scoreClass = this.getScoreClass(country.score);
+          return `
+            <div class="readiness-item ${scoreClass}" data-country="${escapeHtml(country.country)}">
+              <div class="readiness-rank">#${country.rank}</div>
+              <div class="readiness-flag">${this.getFlag(country.country)}</div>
+              <div class="readiness-info">
+                <div class="readiness-name">${escapeHtml(country.countryName)}</div>
+                <div class="readiness-components">
+                  <span title="Internet Users">🌐${this.formatComponent(country.components.internet)}</span>
+                  <span title="Mobile Subscriptions">📱${this.formatComponent(country.components.mobile)}</span>
+                  <span title="R&D Spending">🔬${this.formatComponent(country.components.rdSpend)}</span>
+                </div>
+              </div>
+              <div class="readiness-score ${scoreClass}">${country.score}</div>
+            </div>
+          `;
+        }).join('')}
+      </div>
+      <div class="readiness-footer">
+        <span class="readiness-source">Source: World Bank</span>
+        <span class="readiness-updated">Updated: ${new Date(this.lastFetch).toLocaleDateString()}</span>
+      </div>
+    `;
+
+    this.setContent(html);
+  }
+}
diff --git a/src/components/UcdpEventsPanel.ts b/src/components/UcdpEventsPanel.ts
new file mode 100644
index 000000000..b00a29bac
--- /dev/null
+++ b/src/components/UcdpEventsPanel.ts
@@ -0,0 +1,158 @@
+import { Panel } from './Panel';
+import { escapeHtml } from '@/utils/sanitize';
+import type { UcdpGeoEvent, UcdpEventType } from '@/types';
+
+export class UcdpEventsPanel extends Panel {
+  private events: UcdpGeoEvent[] = [];
+  private activeTab: UcdpEventType = 'state-based';
+  private onEventClick?: (lat: number, lon: number) => void;
+
+  constructor() {
+    super({
+      id: 'ucdp-events',
+      title: 'UCDP Conflict Events',
+      showCount: true,
+      trackActivity: true,
+      infoTooltip: `<strong>UCDP Georeferenced Events</strong>
+        Event-level conflict data from Uppsala University.
+        <ul>
+          <li><strong>State-Based</strong>: Government vs rebel group</li>
+          <li><strong>Non-State</strong>: Armed group vs armed group</li>
+          <li><strong>One-Sided</strong>: Violence against civilians</li>
+        </ul>
+        Deaths shown as best estimate (low-high range).
+        ACLED duplicates are filtered out automatically.`,
+    });
+    this.showLoading('Loading UCDP events');
+  }
+
+  public setEventClickHandler(handler: (lat: number, lon: number) => void): void {
+    this.onEventClick = handler;
+  }
+
+  public setEvents(events: UcdpGeoEvent[]): void {
+    this.events = events;
+    this.setCount(events.length);
+    this.renderContent();
+  }
+
+  public getEvents(): UcdpGeoEvent[] {
+    return this.events;
+  }
+
+  private renderContent(): void {
+    const filtered = this.events.filter(e => e.type_of_violence === this.activeTab);
+    const tabs: { key: UcdpEventType; label: string }[] = [
+      { key: 'state-based', label: 'State-Based' },
+      { key: 'non-state', label: 'Non-State' },
+      { key: 'one-sided', label: 'One-Sided' },
+    ];
+
+    const tabCounts: Record<UcdpEventType, number> = {
+      'state-based': 0,
+      'non-state': 0,
+      'one-sided': 0,
+    };
+    for (const event of this.events) {
+      tabCounts[event.type_of_violence] += 1;
+    }
+
+    const totalDeaths = filtered.reduce((sum, e) => sum + e.deaths_best, 0);
+
+    const tabsHtml = tabs.map(t =>
+      `<button class="ucdp-tab ${t.key === this.activeTab ? 'ucdp-tab-active' : ''}" data-tab="${t.key}">${t.label} <span class="ucdp-tab-count">${tabCounts[t.key]}</span></button>`
+    ).join('');
+
+    const displayed = filtered.slice(0, 50);
+    let bodyHtml: string;
+
+    if (displayed.length === 0) {
+      bodyHtml = '<div class="panel-empty">No events in this category</div>';
+    } else {
+      const rows = displayed.map(e => {
+        const deathsClass = e.type_of_violence === 'state-based' ? 'ucdp-deaths-state'
+          : e.type_of_violence === 'non-state' ? 'ucdp-deaths-nonstate'
+          : 'ucdp-deaths-onesided';
+        const deathsHtml = e.deaths_best > 0
+          ? `<span class="${deathsClass}">${e.deaths_best}</span> <small class="ucdp-range">(${e.deaths_low}-${e.deaths_high})</small>`
+          : '<span class="ucdp-deaths-zero">0</span>';
+        const actors = `${escapeHtml(e.side_a)} vs ${escapeHtml(e.side_b)}`;
+
+        return `<tr class="ucdp-row" data-lat="${e.latitude}" data-lon="${e.longitude}">
+          <td class="ucdp-country">${escapeHtml(e.country)}</td>
+          <td class="ucdp-deaths">${deathsHtml}</td>
+          <td class="ucdp-date">${e.date_start}</td>
+          <td class="ucdp-actors">${actors}</td>
+        </tr>`;
+      }).join('');
+
+      bodyHtml = `
+        <table class="ucdp-table">
+          <thead>
+            <tr>
+              <th>Country</th>
+              <th>Deaths</th>
+              <th>Date</th>
+              <th>Actors</th>
+            </tr>
+          </thead>
+          <tbody>${rows}</tbody>
+        </table>`;
+    }
+
+    const moreHtml = filtered.length > 50
+      ? `<div class="panel-more">${filtered.length - 50} more events not shown</div>`
+      : '';
+
+    this.setContent(`
+      <div class="ucdp-panel-content">
+        <div class="ucdp-header">
+          <div class="ucdp-tabs">${tabsHtml}</div>
+          ${totalDeaths > 0 ? `<span class="ucdp-total-deaths">${totalDeaths.toLocaleString()} deaths</span>` : ''}
+        </div>
+        ${bodyHtml}
+        ${moreHtml}
+      </div>
+      <style>
+        .ucdp-panel-content { font-size: 12px; }
+        .ucdp-header { display: flex; justify-content: space-between; align-items: center; margin-bottom: 6px; flex-wrap: wrap; gap: 4px; }
+        .ucdp-tabs { display: flex; gap: 2px; }
+        .ucdp-tab { background: transparent; border: 1px solid #333; color: #888; padding: 4px 10px; font-size: 11px; cursor: pointer; border-radius: 3px; transition: all 0.15s; }
+        .ucdp-tab:hover { border-color: #555; color: #ccc; }
+        .ucdp-tab-active { background: rgba(239, 68, 68, 0.1); border-color: #ef4444; color: #ef4444; }
+        .ucdp-tab-count { font-variant-numeric: tabular-nums; opacity: 0.7; margin-left: 2px; }
+        .ucdp-total-deaths { color: #ef4444; font-size: 11px; font-weight: 600; font-variant-numeric: tabular-nums; }
+        .ucdp-table { width: 100%; border-collapse: collapse; }
+        .ucdp-table th { text-align: left; color: #666; font-weight: 600; font-size: 10px; text-transform: uppercase; padding: 4px 8px; border-bottom: 1px solid #222; }
+        .ucdp-table th:nth-child(2) { text-align: right; }
+        .ucdp-table td { padding: 5px 8px; border-bottom: 1px solid #1a1a1a; color: #ccc; }
+        .ucdp-row { cursor: pointer; }
+        .ucdp-row:hover { background: #1a1a1a; }
+        .ucdp-date { color: #666; white-space: nowrap; }
+        .ucdp-deaths { text-align: right; font-variant-numeric: tabular-nums; white-space: nowrap; }
+        .ucdp-deaths-state { color: #ff4444; font-weight: 600; }
+        .ucdp-deaths-nonstate { color: #ff8800; font-weight: 600; }
+        .ucdp-deaths-onesided { color: #ffcc00; font-weight: 600; }
+        .ucdp-deaths-zero { color: #555; }
+        .ucdp-range { color: #555; font-size: 10px; }
+        .ucdp-actors { max-width: 180px; overflow: hidden; text-overflow: ellipsis; white-space: nowrap; color: #777; font-size: 11px; }
+        .ucdp-country { white-space: nowrap; }
+      </style>
+    `);
+
+    this.content.querySelectorAll('.ucdp-tab').forEach(btn => {
+      btn.addEventListener('click', () => {
+        this.activeTab = (btn as HTMLElement).dataset.tab as UcdpEventType;
+        this.renderContent();
+      });
+    });
+
+    this.content.querySelectorAll('.ucdp-row').forEach(el => {
+      el.addEventListener('click', () => {
+        const lat = Number((el as HTMLElement).dataset.lat);
+        const lon = Number((el as HTMLElement).dataset.lon);
+        if (Number.isFinite(lat) && Number.isFinite(lon)) this.onEventClick?.(lat, lon);
+      });
+    });
+  }
+}
diff --git a/src/components/VerificationChecklist.ts b/src/components/VerificationChecklist.ts
new file mode 100644
index 000000000..f46dfa559
--- /dev/null
+++ b/src/components/VerificationChecklist.ts
@@ -0,0 +1,163 @@
+import { h, Component } from 'preact';
+
+export interface VerificationCheck {
+  id: string;
+  label: string;
+  checked: boolean;
+  icon: string;
+}
+
+export interface VerificationResult {
+  score: number;  // 0-100
+  checks: VerificationCheck[];
+  verdict: 'verified' | 'likely' | 'uncertain' | 'unreliable';
+  notes: string[];
+}
+
+const VERIFICATION_TEMPLATE: VerificationCheck[] = [
+  { id: 'recency', label: 'Recent timestamp confirmed', checked: false, icon: '🕐' },
+  { id: 'geolocation', label: 'Location verified', checked: false, icon: '📍' },
+  { id: 'source', label: 'Primary source identified', checked: false, icon: '📰' },
+  { id: 'crossref', label: 'Cross-referenced with other sources', checked: false, icon: '🔗' },
+  { id: 'no_ai', label: 'No AI generation artifacts', checked: false, icon: '🤖' },
+  { id: 'no_recrop', label: 'Not recycled/old footage', checked: false, icon: '🔄' },
+  { id: 'metadata', label: 'Metadata verified', checked: false, icon: '📋' },
+  { id: 'context', label: 'Context established', checked: false, icon: '📖' },
+];
+
+export class VerificationChecklist extends Component {
+  private checks: VerificationCheck[] = VERIFICATION_TEMPLATE.map(c => ({ ...c }));
+  private notes: string[] = [];
+  private manualNote: string = '';
+
+  private toggleCheck(id: string): void {
+    this.checks = this.checks.map(c =>
+      c.id === id ? { ...c, checked: !c.checked } : c
+    );
+    this.setState({});
+  }
+
+  private addNote(): void {
+    if (this.manualNote.trim()) {
+      this.notes = [...this.notes, this.manualNote.trim()];
+      this.manualNote = '';
+      this.setState({});
+    }
+  }
+
+  private calculateResult(): VerificationResult {
+    const checkedCount = this.checks.filter(c => c.checked).length;
+    const score = Math.round((checkedCount / this.checks.length) * 100);
+
+    let verdict: VerificationResult['verdict'];
+    if (score >= 90) verdict = 'verified';
+    else if (score >= 70) verdict = 'likely';
+    else if (score >= 40) verdict = 'uncertain';
+    else verdict = 'unreliable';
+
+    return { score, checks: this.checks, verdict, notes: this.notes };
+  }
+
+  private reset(): void {
+    this.checks = VERIFICATION_TEMPLATE.map(c => ({ ...c }));
+    this.notes = [];
+    this.manualNote = '';
+    this.setState({});
+  }
+
+  render() {
+    const result = this.calculateResult();
+
+    const verdictColors: Record<string, string> = {
+      verified: '#22c55e',
+      likely: '#84cc16',
+      uncertain: '#eab308',
+      unreliable: '#ef4444',
+    };
+
+    const verdictLabels: Record<string, string> = {
+      verified: 'VERIFIED',
+      likely: 'LIKELY AUTHENTIC',
+      uncertain: 'UNCERTAIN',
+      unreliable: 'UNRELIABLE',
+    };
+
+    return h('div', { class: 'verification-checklist' },
+      h('div', { class: 'checklist-header' },
+        h('h3', null, 'Information Verification Checklist'),
+        h('p', { class: 'hint' }, 'Based on Bellingcat\'s OSH Framework'),
+      ),
+      h('div', {
+        class: 'score-display',
+        style: `background-color: ${verdictColors[result.verdict]}20; border-color: ${verdictColors[result.verdict]}`,
+      },
+        h('div', { class: 'score-value' }, `${result.score}%`),
+        h('div', { class: 'score-label', style: `color: ${verdictColors[result.verdict]}` },
+          verdictLabels[result.verdict],
+        ),
+      ),
+      h('div', { class: 'checks-grid' },
+        ...this.checks.map(check =>
+          h('label', { key: check.id, class: `check-item ${check.checked ? 'checked' : ''}` },
+            h('input', {
+              type: 'checkbox',
+              checked: check.checked,
+              onChange: () => this.toggleCheck(check.id),
+            }),
+            h('span', { class: 'icon' }, check.icon),
+            h('span', { class: 'label' }, check.label),
+          )
+        ),
+      ),
+      h('div', { class: 'notes-section' },
+        h('h4', null, 'Verification Notes'),
+        h('div', { class: 'notes-list' },
+          this.notes.length === 0
+            ? h('p', { class: 'empty' }, 'No notes added')
+            : this.notes.map((note, i) =>
+                h('div', { key: i, class: 'note-item' }, `• ${note}`)
+              ),
+        ),
+        h('div', { class: 'add-note' },
+          h('input', {
+            type: 'text',
+            value: this.manualNote,
+            onInput: (e: Event) => { this.manualNote = (e.target as HTMLInputElement).value; },
+            placeholder: 'Add verification note...',
+            onKeyPress: (e: KeyboardEvent) => { if (e.key === 'Enter') this.addNote(); },
+          }),
+          h('button', { onClick: () => this.addNote() }, 'Add'),
+        ),
+      ),
+      h('div', { class: 'checklist-actions' },
+        h('button', { class: 'reset-btn', onClick: () => this.reset() }, 'Reset Checklist'),
+      ),
+      h('style', null, `
+        .verification-checklist { background: #0d0d0d; border-radius: 8px; padding: 16px; max-width: 400px; }
+        .checklist-header h3 { margin: 0 0 4px; font-size: 14px; color: #fff; }
+        .hint { margin: 0; font-size: 11px; color: #666; }
+        .score-display { margin: 16px 0; padding: 16px; border-radius: 8px; border: 2px solid; text-align: center; }
+        .score-value { font-size: 32px; font-weight: 700; color: #fff; }
+        .score-label { font-size: 12px; font-weight: 600; text-transform: uppercase; }
+        .checks-grid { display: flex; flex-direction: column; gap: 8px; margin: 16px 0; }
+        .check-item { display: flex; align-items: center; gap: 8px; padding: 8px; background: #1a1a1a; border-radius: 4px; cursor: pointer; transition: background 0.2s; }
+        .check-item:hover { background: #222; }
+        .check-item.checked { background: #1a3a1a; }
+        .check-item input { width: 16px; height: 16px; }
+        .icon { font-size: 14px; }
+        .label { font-size: 12px; color: #ddd; }
+        .notes-section { margin-top: 16px; padding-top: 16px; border-top: 1px solid #222; }
+        .notes-section h4 { margin: 0 0 8px; font-size: 12px; color: #888; }
+        .notes-list { max-height: 100px; overflow-y: auto; }
+        .note-item { font-size: 11px; color: #aaa; padding: 4px 0; }
+        .empty { font-size: 11px; color: #444; font-style: italic; }
+        .add-note { display: flex; gap: 8px; margin-top: 8px; }
+        .add-note input { flex: 1; padding: 6px 8px; background: #1a1a1a; border: 1px solid #333; border-radius: 4px; color: #ddd; font-size: 12px; }
+        .add-note button { padding: 6px 12px; background: #333; border: none; border-radius: 4px; color: #fff; font-size: 12px; cursor: pointer; }
+        .checklist-actions { margin-top: 16px; padding-top: 16px; border-top: 1px solid #222; }
+        .reset-btn { width: 100%; padding: 8px; background: #2a2a2a; border: none; border-radius: 4px; color: #888; font-size: 12px; cursor: pointer; }
+        .reset-btn:hover { background: #333; color: #aaa; }
+      `),
+    );
+  }
+}
diff --git a/src/components/VirtualList.ts b/src/components/VirtualList.ts
new file mode 100644
index 000000000..f1ba5452f
--- /dev/null
+++ b/src/components/VirtualList.ts
@@ -0,0 +1,407 @@
+/**
+ * VirtualList - Efficient virtual scrolling with DOM recycling.
+ * Only renders visible items + a small buffer, dramatically reducing DOM nodes.
+ */
+
+export interface VirtualListOptions {
+  /** Estimated height of each item in pixels */
+  itemHeight: number;
+  /** Number of items to render above/below viewport as buffer */
+  overscan?: number;
+  /** Container element to render into */
+  container: HTMLElement;
+  /** Callback when an item needs to be rendered */
+  renderItem: (index: number, element: HTMLElement) => void;
+  /** Optional callback when item is recycled (for cleanup) */
+  onRecycle?: (element: HTMLElement) => void;
+}
+
+interface PooledElement {
+  element: HTMLElement;
+  currentIndex: number;
+}
+
+export class VirtualList {
+  private container: HTMLElement;
+  private viewport: HTMLElement;
+  private content: HTMLElement;
+  private topSpacer: HTMLElement;
+  private bottomSpacer: HTMLElement;
+  private itemPool: PooledElement[] = [];
+
+  private itemHeight: number;
+  private overscan: number;
+  private totalItems = 0;
+  private renderItem: (index: number, element: HTMLElement) => void;
+  private onRecycle?: (element: HTMLElement) => void;
+
+  private visibleStart = 0;
+  private visibleEnd = 0;
+  private scrollRAF: number | null = null;
+  private isDestroyed = false;
+
+  constructor(options: VirtualListOptions) {
+    this.container = options.container;
+    this.itemHeight = options.itemHeight;
+    this.overscan = options.overscan ?? 3;
+    this.renderItem = options.renderItem;
+    this.onRecycle = options.onRecycle;
+
+    // Create viewport structure
+    this.viewport = document.createElement('div');
+    this.viewport.className = 'virtual-viewport';
+
+    this.content = document.createElement('div');
+    this.content.className = 'virtual-content';
+
+    this.topSpacer = document.createElement('div');
+    this.topSpacer.className = 'virtual-spacer virtual-spacer-top';
+
+    this.bottomSpacer = document.createElement('div');
+    this.bottomSpacer.className = 'virtual-spacer virtual-spacer-bottom';
+
+    this.content.appendChild(this.topSpacer);
+    this.content.appendChild(this.bottomSpacer);
+    this.viewport.appendChild(this.content);
+    this.container.appendChild(this.viewport);
+
+    // Bind scroll handler
+    this.viewport.addEventListener('scroll', this.handleScroll, { passive: true });
+
+    // Handle resize
+    if (typeof ResizeObserver !== 'undefined') {
+      const resizeObserver = new ResizeObserver(() => {
+        if (!this.isDestroyed) {
+          this.updateVisibleRange();
+        }
+      });
+      resizeObserver.observe(this.viewport);
+    }
+  }
+
+  /**
+   * Set the total number of items
+   */
+  setItemCount(count: number): void {
+    this.totalItems = count;
+    this.updateLayout();
+    this.updateVisibleRange();
+  }
+
+  /**
+   * Force re-render of all visible items
+   */
+  refresh(): void {
+    // Clear all pooled elements' indices to force re-render
+    for (const pooled of this.itemPool) {
+      pooled.currentIndex = -1;
+    }
+    this.updateVisibleRange();
+  }
+
+  /**
+   * Scroll to a specific item index
+   */
+  scrollToIndex(index: number, behavior: ScrollBehavior = 'auto'): void {
+    const offset = index * this.itemHeight;
+    this.viewport.scrollTo({ top: offset, behavior });
+  }
+
+  /**
+   * Get the viewport element (for external scroll listeners)
+   */
+  getViewport(): HTMLElement {
+    return this.viewport;
+  }
+
+  /**
+   * Clean up resources
+   */
+  destroy(): void {
+    this.isDestroyed = true;
+    if (this.scrollRAF !== null) {
+      cancelAnimationFrame(this.scrollRAF);
+    }
+    this.viewport.removeEventListener('scroll', this.handleScroll);
+    this.itemPool = [];
+    this.container.innerHTML = '';
+  }
+
+  private handleScroll = (): void => {
+    if (this.scrollRAF !== null) return;
+
+    this.scrollRAF = requestAnimationFrame(() => {
+      this.scrollRAF = null;
+      if (!this.isDestroyed) {
+        this.updateVisibleRange();
+      }
+    });
+  };
+
+  private updateLayout(): void {
+    const totalHeight = this.totalItems * this.itemHeight;
+    this.content.style.height = `${totalHeight}px`;
+  }
+
+  private updateVisibleRange(): void {
+    const scrollTop = this.viewport.scrollTop;
+    const viewportHeight = this.viewport.clientHeight;
+
+    // Calculate visible range
+    const startIndex = Math.floor(scrollTop / this.itemHeight);
+    const endIndex = Math.ceil((scrollTop + viewportHeight) / this.itemHeight);
+
+    // Add overscan buffer
+    const visibleStart = Math.max(0, startIndex - this.overscan);
+    const visibleEnd = Math.min(this.totalItems, endIndex + this.overscan);
+
+    // Skip if range hasn't changed
+    if (visibleStart === this.visibleStart && visibleEnd === this.visibleEnd) {
+      return;
+    }
+
+    this.visibleStart = visibleStart;
+    this.visibleEnd = visibleEnd;
+
+    // Update spacers
+    this.topSpacer.style.height = `${visibleStart * this.itemHeight}px`;
+    this.bottomSpacer.style.height = `${Math.max(0, (this.totalItems - visibleEnd) * this.itemHeight)}px`;
+
+    // Determine which items need to be rendered
+    const visibleCount = visibleEnd - visibleStart;
+
+    // Ensure we have enough pooled elements
+    this.ensurePoolSize(visibleCount);
+
+    // Track which pool elements are in use
+    const usedIndices = new Set<number>();
+
+    // First pass: reuse elements that are still visible
+    for (const pooled of this.itemPool) {
+      if (pooled.currentIndex >= visibleStart && pooled.currentIndex < visibleEnd) {
+        usedIndices.add(pooled.currentIndex);
+      }
+    }
+
+    // Second pass: assign new indices to recycled elements
+    let poolIndex = 0;
+    for (let i = visibleStart; i < visibleEnd; i++) {
+      if (usedIndices.has(i)) continue;
+
+      // Find a recyclable element
+      while (poolIndex < this.itemPool.length) {
+        const pooled = this.itemPool[poolIndex]!;
+        if (pooled.currentIndex < visibleStart || pooled.currentIndex >= visibleEnd) {
+          // Recycle this element
+          if (this.onRecycle) {
+            this.onRecycle(pooled.element);
+          }
+          pooled.currentIndex = i;
+          this.renderItem(i, pooled.element);
+          pooled.element.style.transform = `translateY(${i * this.itemHeight}px)`;
+          poolIndex++;
+          break;
+        }
+        poolIndex++;
+      }
+    }
+
+    // Update positions for all visible elements
+    for (const pooled of this.itemPool) {
+      if (pooled.currentIndex >= visibleStart && pooled.currentIndex < visibleEnd) {
+        pooled.element.style.transform = `translateY(${pooled.currentIndex * this.itemHeight}px)`;
+      } else {
+        // Hide off-screen elements
+        pooled.element.style.transform = 'translateY(-9999px)';
+      }
+    }
+  }
+
+  private ensurePoolSize(count: number): void {
+    while (this.itemPool.length < count) {
+      const element = document.createElement('div');
+      element.className = 'virtual-item';
+      element.style.position = 'absolute';
+      element.style.top = '0';
+      element.style.left = '0';
+      element.style.right = '0';
+      element.style.transform = 'translateY(-9999px)';
+
+      // Insert before bottom spacer
+      this.content.insertBefore(element, this.bottomSpacer);
+
+      this.itemPool.push({
+        element,
+        currentIndex: -1,
+      });
+    }
+  }
+}
+
+/**
+ * Windowed rendering for variable-height items.
+ * Uses CSS containment and renders chunks of items.
+ */
+export interface WindowedListOptions {
+  /** Container element */
+  container: HTMLElement;
+  /** Chunk size - number of items to render at once */
+  chunkSize?: number;
+  /** Buffer chunks above/below viewport */
+  bufferChunks?: number;
+}
+
+export class WindowedList<T> {
+  private container: HTMLElement;
+  private chunkSize: number;
+  private bufferChunks: number;
+  private items: T[] = [];
+  private renderItem: (item: T, index: number) => string;
+  private onRendered?: () => void;
+
+  private renderedChunks = new Set<number>();
+  private chunkElements = new Map<number, HTMLElement>();
+  private scrollRAF: number | null = null;
+
+  constructor(
+    options: WindowedListOptions,
+    renderItem: (item: T, index: number) => string,
+    onRendered?: () => void
+  ) {
+    this.container = options.container;
+    this.chunkSize = options.chunkSize ?? 10;
+    this.bufferChunks = options.bufferChunks ?? 1;
+    this.renderItem = renderItem;
+    this.onRendered = onRendered;
+
+    this.container.classList.add('windowed-list');
+    this.container.addEventListener('scroll', this.handleScroll, { passive: true });
+  }
+
+  /**
+   * Set items and render initial chunks
+   */
+  setItems(items: T[]): void {
+    this.items = items;
+    this.renderedChunks.clear();
+
+    // Clear existing chunk elements
+    for (const el of this.chunkElements.values()) {
+      el.remove();
+    }
+    this.chunkElements.clear();
+
+    // Create container structure
+    this.container.innerHTML = '';
+
+    if (items.length === 0) {
+      return;
+    }
+
+    // Calculate chunks
+    const totalChunks = Math.ceil(items.length / this.chunkSize);
+
+    // Create placeholder for each chunk
+    for (let i = 0; i < totalChunks; i++) {
+      const placeholder = document.createElement('div');
+      placeholder.className = 'windowed-chunk';
+      placeholder.dataset.chunk = String(i);
+      this.container.appendChild(placeholder);
+      this.chunkElements.set(i, placeholder);
+    }
+
+    // Render visible chunks
+    this.updateVisibleChunks();
+  }
+
+  /**
+   * Force refresh of rendered chunks
+   */
+  refresh(): void {
+    const visibleChunks = this.getVisibleChunks();
+    for (const chunkIndex of visibleChunks) {
+      this.renderChunk(chunkIndex);
+    }
+    this.onRendered?.();
+  }
+
+  private handleScroll = (): void => {
+    if (this.scrollRAF !== null) return;
+
+    this.scrollRAF = requestAnimationFrame(() => {
+      this.scrollRAF = null;
+      this.updateVisibleChunks();
+    });
+  };
+
+  private getVisibleChunks(): number[] {
+    const scrollTop = this.container.scrollTop;
+    const viewportHeight = this.container.clientHeight;
+    const chunks: number[] = [];
+
+    for (const [index, element] of this.chunkElements) {
+      const rect = element.getBoundingClientRect();
+      const containerRect = this.container.getBoundingClientRect();
+      const relativeTop = rect.top - containerRect.top + scrollTop;
+      const relativeBottom = relativeTop + rect.height;
+
+      // Check if chunk is in viewport (with buffer)
+      const bufferPx = viewportHeight * this.bufferChunks;
+      if (relativeBottom >= scrollTop - bufferPx &&
+          relativeTop <= scrollTop + viewportHeight + bufferPx) {
+        chunks.push(index);
+      }
+    }
+
+    return chunks;
+  }
+
+  private updateVisibleChunks(): void {
+    const visibleChunks = this.getVisibleChunks();
+
+    // Render chunks that aren't rendered yet
+    let needsCallback = false;
+    for (const chunkIndex of visibleChunks) {
+      if (!this.renderedChunks.has(chunkIndex)) {
+        this.renderChunk(chunkIndex);
+        needsCallback = true;
+      }
+    }
+
+    if (needsCallback) {
+      this.onRendered?.();
+    }
+  }
+
+  private renderChunk(chunkIndex: number): void {
+    const element = this.chunkElements.get(chunkIndex);
+    if (!element) return;
+
+    const startIdx = chunkIndex * this.chunkSize;
+    const endIdx = Math.min(startIdx + this.chunkSize, this.items.length);
+    const chunkItems = this.items.slice(startIdx, endIdx);
+
+    const html = chunkItems
+      .map((item, i) => this.renderItem(item, startIdx + i))
+      .join('');
+
+    element.innerHTML = html;
+    element.classList.add('rendered');
+    this.renderedChunks.add(chunkIndex);
+  }
+
+  /**
+   * Clean up resources
+   */
+  destroy(): void {
+    if (this.scrollRAF !== null) {
+      cancelAnimationFrame(this.scrollRAF);
+      this.scrollRAF = null;
+    }
+    this.container.removeEventListener('scroll', this.handleScroll);
+    this.chunkElements.clear();
+    this.renderedChunks.clear();
+    this.items = [];
+  }
+}
+
diff --git a/src/components/index.ts b/src/components/index.ts
index d8739f2b3..5bcb79745 100644
--- a/src/components/index.ts
+++ b/src/components/index.ts
@@ -1,6 +1,9 @@
 export * from './Panel';
-export * from './Map';
+export * from './VirtualList';
+export { MapComponent } from './Map';
 export * from './MapPopup';
+export { DeckGLMap } from './DeckGLMap';
+export { MapContainer, type MapView, type TimeRange, type MapContainerState } from './MapContainer';
 export * from './NewsPanel';
 export * from './MarketPanel';
 export * from './PredictionPanel';
@@ -10,3 +13,25 @@ export * from './PlaybackControl';
 export * from './StatusPanel';
 export * from './EconomicPanel';
 export * from './SearchModal';
+export * from './MobileWarningModal';
+export * from './PizzIntIndicator';
+export * from './GdeltIntelPanel';
+export * from './LiveNewsPanel';
+export * from './CIIPanel';
+export * from './CascadePanel';
+export * from './StrategicRiskPanel';
+export * from './StrategicPosturePanel';
+export * from './IntelligenceGapBadge';
+export * from './TechEventsPanel';
+export * from './ServiceStatusPanel';
+export * from './RuntimeConfigPanel';
+export * from './InsightsPanel';
+export * from './TechReadinessPanel';
+export * from './SatelliteFiresPanel';
+export * from './MacroSignalsPanel';
+export * from './ETFFlowsPanel';
+export * from './StablecoinPanel';
+export * from './UcdpEventsPanel';
+export * from './DisplacementPanel';
+export * from './ClimateAnomalyPanel';
+export * from './PopulationExposurePanel';
diff --git a/src/config/ai-datacenters.ts b/src/config/ai-datacenters.ts
index 5c52dc6da..f3038c747 100644
--- a/src/config/ai-datacenters.ts
+++ b/src/config/ai-datacenters.ts
@@ -11,8 +11,8 @@ export const AI_DATA_CENTERS: AIDataCenter[] = [
     name: 'OpenAI/Microsoft Mt Pleasant, Wisconsin Phase 2',
     owner: 'OpenAI,Microsoft',
     country: 'United States of America',
-    lat: 37.0902,
-    lon: -95.2129,
+    lat: 42.6978,
+    lon: -87.8912,
     status: 'planned',
     chipType: 'NVIDIA GB200',
     chipCount: 700000,
@@ -35,8 +35,8 @@ export const AI_DATA_CENTERS: AIDataCenter[] = [
     name: 'Meta Prometheus New Albany',
     owner: 'Meta AI',
     country: 'United States of America',
-    lat: 37.5631,
-    lon: -96.229,
+    lat: 40.0812,
+    lon: -82.8085,
     status: 'planned',
     chipType: 'NVIDIA GB200',
     chipCount: 500000,
@@ -85,8 +85,8 @@ export const AI_DATA_CENTERS: AIDataCenter[] = [
     name: 'OpenAI/Microsoft Atlanta',
     owner: 'OpenAI,Microsoft',
     country: 'United States of America',
-    lat: 36.1936,
-    lon: -95.6345,
+    lat: 33.7490,
+    lon: -84.3880,
     status: 'planned',
     chipType: 'NVIDIA B200',
     chipCount: 300000,
@@ -131,8 +131,8 @@ export const AI_DATA_CENTERS: AIDataCenter[] = [
     name: 'Applied Digital Ellendale Possible Phase 3',
     owner: 'Applied Digital',
     country: 'United States of America',
-    lat: 37.9629,
-    lon: -95.0433,
+    lat: 46.0022,
+    lon: -98.5267,
     status: 'planned',
     chipType: 'NVIDIA GB200',
     chipCount: 180000,
@@ -142,8 +142,8 @@ export const AI_DATA_CENTERS: AIDataCenter[] = [
     name: 'Nebius New Jersey',
     owner: 'Nebius AI',
     country: 'United States of America',
-    lat: 36.8645,
-    lon: -96.9932,
+    lat: 40.0583,
+    lon: -74.4057,
     status: 'planned',
     chipType: 'NVIDIA GB200',
     chipCount: 150000,
@@ -177,8 +177,8 @@ export const AI_DATA_CENTERS: AIDataCenter[] = [
     name: 'OpenAI/Microsoft Mt Pleasant, Wisconsin Phase 1',
     owner: 'OpenAI,Microsoft',
     country: 'United States of America',
-    lat: 36.2843,
-    lon: -94.4478,
+    lat: 42.6978,
+    lon: -87.8912,
     status: 'planned',
     chipType: 'NVIDIA GB200',
     chipCount: 150000,
@@ -238,8 +238,8 @@ export const AI_DATA_CENTERS: AIDataCenter[] = [
     name: 'Applied Digital CoreWeave Ellendale Phase 2',
     owner: 'Applied Digital',
     country: 'United States of America',
-    lat: 35.4049,
-    lon: -96.5902,
+    lat: 46.0022,
+    lon: -98.5267,
     status: 'planned',
     chipType: 'NVIDIA GB200',
     chipCount: 110000,
@@ -273,8 +273,8 @@ export const AI_DATA_CENTERS: AIDataCenter[] = [
     name: 'CoreWeave Denton GB200s OpenAI/Microsoft',
     owner: 'CoreWeave',
     country: 'United States of America',
-    lat: 37.8084,
-    lon: -93.7395,
+    lat: 33.2148,
+    lon: -97.1331,
     status: 'planned',
     chipType: 'NVIDIA GB200',
     chipCount: 100000,
diff --git a/src/config/ai-regulations.ts b/src/config/ai-regulations.ts
new file mode 100644
index 000000000..ff95f7345
--- /dev/null
+++ b/src/config/ai-regulations.ts
@@ -0,0 +1,486 @@
+import type { AIRegulation, RegulatoryAction, CountryRegulationProfile } from '@/types';
+
+// Major AI Regulations & Laws Worldwide
+export const AI_REGULATIONS: AIRegulation[] = [
+  // European Union
+  {
+    id: 'eu-ai-act',
+    name: 'EU Artificial Intelligence Act',
+    shortName: 'EU AI Act',
+    country: 'European Union',
+    region: 'Europe',
+    type: 'comprehensive',
+    status: 'active',
+    announcedDate: '2021-04-21',
+    effectiveDate: '2024-08-01',
+    complianceDeadline: '2026-08-01',
+    scope: ['General Purpose AI', 'High-Risk AI Systems', 'Prohibited AI Practices', 'Foundation Models'],
+    keyProvisions: [
+      'Risk-based classification system (Unacceptable, High, Limited, Minimal)',
+      'Ban on social scoring, real-time biometric surveillance (with exceptions)',
+      'Transparency requirements for foundation models (>10^25 FLOPs)',
+      'Mandatory conformity assessments for high-risk AI',
+      'AI literacy and human oversight requirements',
+    ],
+    penalties: '€35M or 7% of global annual turnover (whichever is higher)',
+    link: 'https://artificialintelligenceact.eu/',
+    description: 'World\'s first comprehensive AI regulation framework. Establishes harmonized rules for development and use of AI in the EU.',
+  },
+  {
+    id: 'eu-gdpr',
+    name: 'General Data Protection Regulation (AI provisions)',
+    shortName: 'GDPR (AI)',
+    country: 'European Union',
+    region: 'Europe',
+    type: 'sectoral',
+    status: 'active',
+    announcedDate: '2016-04-27',
+    effectiveDate: '2018-05-25',
+    scope: ['Automated Decision-Making', 'Profiling', 'Data Processing'],
+    keyProvisions: [
+      'Right to explanation for automated decisions',
+      'Right to object to automated processing',
+      'Data minimization for AI training',
+      'Privacy by design requirements',
+    ],
+    penalties: '€20M or 4% of global annual turnover',
+    link: 'https://gdpr.eu/',
+    description: 'Includes provisions on automated decision-making and profiling relevant to AI systems.',
+  },
+
+  // United States
+  {
+    id: 'us-eo-14110',
+    name: 'Executive Order on Safe, Secure, and Trustworthy AI',
+    shortName: 'Biden AI EO',
+    country: 'United States',
+    region: 'North America',
+    type: 'comprehensive',
+    status: 'active',
+    announcedDate: '2023-10-30',
+    effectiveDate: '2023-10-30',
+    scope: ['Foundation Models', 'AI Safety', 'National Security', 'Civil Rights'],
+    keyProvisions: [
+      'Safety testing for dual-use foundation models (>10^26 FLOPs)',
+      'Red-teaming requirements before public release',
+      'Watermarking of AI-generated content',
+      'AI Bill of Rights implementation',
+      'NIST AI Risk Management Framework adoption',
+    ],
+    link: 'https://www.whitehouse.gov/briefing-room/presidential-actions/2023/10/30/executive-order-on-the-safe-secure-and-trustworthy-development-and-use-of-artificial-intelligence/',
+    description: 'Comprehensive executive order establishing US government approach to AI safety and governance.',
+  },
+  {
+    id: 'us-blueprint-ai-bill-rights',
+    name: 'Blueprint for an AI Bill of Rights',
+    shortName: 'AI Bill of Rights',
+    country: 'United States',
+    region: 'North America',
+    type: 'voluntary',
+    status: 'active',
+    announcedDate: '2022-10-04',
+    effectiveDate: '2022-10-04',
+    scope: ['Civil Rights', 'Algorithmic Discrimination', 'Data Privacy'],
+    keyProvisions: [
+      'Safe and effective systems',
+      'Algorithmic discrimination protections',
+      'Data privacy safeguards',
+      'Notice and explanation requirements',
+      'Human alternatives and opt-out',
+    ],
+    link: 'https://www.whitehouse.gov/ostp/ai-bill-of-rights/',
+    description: 'Non-binding framework for protecting civil rights in the age of AI.',
+  },
+
+  // United Kingdom
+  {
+    id: 'uk-pro-innovation',
+    name: 'UK Pro-Innovation Approach to AI Regulation',
+    shortName: 'UK AI Framework',
+    country: 'United Kingdom',
+    region: 'Europe',
+    type: 'voluntary',
+    status: 'active',
+    announcedDate: '2023-03-29',
+    effectiveDate: '2023-03-29',
+    scope: ['Cross-Sectoral AI Governance', 'Innovation'],
+    keyProvisions: [
+      '5 cross-sectoral principles: Safety, Transparency, Fairness, Accountability, Contestability',
+      'Sector-specific regulators (not centralized)',
+      'Focus on innovation-friendly regulation',
+      'No immediate new laws',
+    ],
+    link: 'https://www.gov.uk/government/publications/ai-regulation-a-pro-innovation-approach',
+    description: 'Light-touch, principles-based approach favoring innovation over strict regulation.',
+  },
+
+  // China
+  {
+    id: 'cn-algorithm-regulations',
+    name: 'Regulations on Algorithm Recommendations',
+    shortName: 'China Algorithm Rules',
+    country: 'China',
+    region: 'Asia',
+    type: 'sectoral',
+    status: 'active',
+    announcedDate: '2021-08-27',
+    effectiveDate: '2022-03-01',
+    scope: ['Recommendation Algorithms', 'Content Moderation', 'User Profiling'],
+    keyProvisions: [
+      'Algorithm filing requirements with CAC',
+      'User opt-out from algorithmic recommendations',
+      'Prohibition on price discrimination',
+      'Content aligned with socialist values',
+    ],
+    link: 'http://www.cac.gov.cn/',
+    description: 'Regulations governing algorithmic recommendation services and content.',
+  },
+  {
+    id: 'cn-generative-ai',
+    name: 'Measures for Generative AI Services',
+    shortName: 'China GenAI Rules',
+    country: 'China',
+    region: 'Asia',
+    type: 'sectoral',
+    status: 'active',
+    announcedDate: '2023-07-10',
+    effectiveDate: '2023-08-15',
+    scope: ['Generative AI', 'Large Language Models', 'Content Generation'],
+    keyProvisions: [
+      'Content must reflect socialist core values',
+      'Training data security reviews',
+      'Real-name verification for users',
+      'Labeling of AI-generated content',
+      'Registration with authorities before public release',
+    ],
+    link: 'http://www.cac.gov.cn/',
+    description: 'First national regulation specifically targeting generative AI services.',
+  },
+
+  // Canada
+  {
+    id: 'ca-aida',
+    name: 'Artificial Intelligence and Data Act (AIDA)',
+    shortName: 'AIDA',
+    country: 'Canada',
+    region: 'North America',
+    type: 'comprehensive',
+    status: 'proposed',
+    announcedDate: '2022-06-16',
+    scope: ['High-Impact AI Systems', 'Algorithmic Harm', 'Data Governance'],
+    keyProvisions: [
+      'Risk-based approach for high-impact systems',
+      'Mandatory impact assessments',
+      'Algorithmic transparency requirements',
+      'Biased output mitigation',
+    ],
+    link: 'https://www.parl.ca/DocumentViewer/en/44-1/bill/C-27/first-reading',
+    description: 'Proposed comprehensive AI regulation (part of Bill C-27). Still in parliamentary process.',
+  },
+
+  // Singapore
+  {
+    id: 'sg-model-framework',
+    name: 'Model AI Governance Framework',
+    shortName: 'Singapore Framework',
+    country: 'Singapore',
+    region: 'Asia',
+    type: 'voluntary',
+    status: 'active',
+    announcedDate: '2020-01-21',
+    effectiveDate: '2020-01-21',
+    scope: ['AI Governance', 'Ethical AI', 'Risk Management'],
+    keyProvisions: [
+      'Risk-based governance approach',
+      'Internal governance structures',
+      'Human oversight in decision-making',
+      'Transparency and explainability',
+    ],
+    link: 'https://www.pdpc.gov.sg/help-and-resources/2020/01/model-ai-governance-framework',
+    description: 'Voluntary framework providing guidance on responsible AI deployment.',
+  },
+
+  // Brazil
+  {
+    id: 'br-ai-bill',
+    name: 'Brazilian AI Regulatory Framework',
+    shortName: 'Brazil AI Law',
+    country: 'Brazil',
+    region: 'South America',
+    type: 'comprehensive',
+    status: 'proposed',
+    announcedDate: '2023-05-03',
+    scope: ['AI Systems', 'Algorithmic Rights', 'Data Protection'],
+    keyProvisions: [
+      'Risk-based classification',
+      'Rights of affected individuals',
+      'Mandatory impact assessments for high-risk AI',
+      'Transparency requirements',
+    ],
+    description: 'Proposed comprehensive AI law (Bill 2338/2023). Under legislative review.',
+  },
+
+  // Japan
+  {
+    id: 'jp-ai-guidelines',
+    name: 'AI Governance Guidelines',
+    shortName: 'Japan AI Guidelines',
+    country: 'Japan',
+    region: 'Asia',
+    type: 'voluntary',
+    status: 'active',
+    announcedDate: '2024-04-19',
+    effectiveDate: '2024-04-19',
+    scope: ['AI Governance', 'Business Use', 'Risk Management'],
+    keyProvisions: [
+      'Guidelines for AI developers and users',
+      'Risk management frameworks',
+      'International cooperation focus',
+      'Emphasis on innovation',
+    ],
+    description: 'Non-binding guidelines focusing on fostering AI innovation while managing risks.',
+  },
+
+  // South Korea
+  {
+    id: 'kr-ai-framework',
+    name: 'AI Ethics Standards and Trust Framework',
+    shortName: 'Korea AI Framework',
+    country: 'South Korea',
+    region: 'Asia',
+    type: 'voluntary',
+    status: 'active',
+    announcedDate: '2023-09-01',
+    effectiveDate: '2023-09-01',
+    scope: ['AI Ethics', 'Trust', 'Governance'],
+    keyProvisions: [
+      '3 core principles: Human dignity, Social benefit, Technical robustness',
+      'Self-regulation encouraged',
+      'Sectoral guidelines',
+    ],
+    description: 'Voluntary framework emphasizing ethical AI development and deployment.',
+  },
+];
+
+// Recent Regulatory Actions & Timeline
+export const REGULATORY_ACTIONS: RegulatoryAction[] = [
+  {
+    id: 'action-001',
+    date: '2024-08-01',
+    country: 'European Union',
+    title: 'EU AI Act Enters into Force',
+    type: 'law-passed',
+    regulationId: 'eu-ai-act',
+    description: 'The EU AI Act officially entered into force, starting the 24-month implementation period.',
+    impact: 'high',
+    source: 'European Commission',
+  },
+  {
+    id: 'action-002',
+    date: '2024-07-01',
+    country: 'United States',
+    title: 'NIST AI Risk Management Framework v1.1 Released',
+    type: 'guideline',
+    description: 'NIST published updated AI Risk Management Framework with enhanced guidance.',
+    impact: 'medium',
+    source: 'NIST',
+  },
+  {
+    id: 'action-003',
+    date: '2024-01-31',
+    country: 'United States',
+    title: 'White House AI Datacenter Infrastructure EO',
+    type: 'executive-order',
+    description: 'Executive order to streamline permitting for AI datacenter construction.',
+    impact: 'high',
+    source: 'White House',
+  },
+  {
+    id: 'action-004',
+    date: '2023-11-01',
+    country: 'United Kingdom',
+    title: 'UK AI Safety Summit - Bletchley Declaration',
+    type: 'guideline',
+    description: '28 countries signed declaration on AI safety cooperation and frontier AI risks.',
+    impact: 'high',
+    source: 'UK Government',
+  },
+  {
+    id: 'action-005',
+    date: '2023-10-30',
+    country: 'United States',
+    title: 'Biden Signs AI Executive Order',
+    type: 'executive-order',
+    regulationId: 'us-eo-14110',
+    description: 'President Biden signed comprehensive executive order on AI safety and security.',
+    impact: 'high',
+    source: 'White House',
+  },
+  {
+    id: 'action-006',
+    date: '2023-08-15',
+    country: 'China',
+    title: 'Generative AI Rules Take Effect',
+    type: 'law-passed',
+    regulationId: 'cn-generative-ai',
+    description: 'China\'s measures for managing generative AI services became enforceable.',
+    impact: 'high',
+    source: 'CAC',
+  },
+  {
+    id: 'action-007',
+    date: '2024-05-15',
+    country: 'European Union',
+    title: 'First EU AI Act Penalties Expected',
+    type: 'enforcement',
+    regulationId: 'eu-ai-act',
+    description: 'EU expected to begin enforcement actions for non-compliant AI systems.',
+    impact: 'high',
+    source: 'European Commission',
+  },
+];
+
+// Country Regulatory Profiles
+export const COUNTRY_REGULATION_PROFILES: CountryRegulationProfile[] = [
+  {
+    country: 'United States',
+    countryCode: 'US',
+    stance: 'moderate',
+    activeRegulations: ['us-eo-14110', 'us-blueprint-ai-bill-rights'],
+    proposedRegulations: [],
+    lastUpdated: '2024-08-01',
+    summary: 'Sector-specific approach with executive actions. Focus on innovation with safety guardrails.',
+  },
+  {
+    country: 'European Union',
+    countryCode: 'EU',
+    stance: 'strict',
+    activeRegulations: ['eu-ai-act', 'eu-gdpr'],
+    proposedRegulations: [],
+    lastUpdated: '2024-08-01',
+    summary: 'Comprehensive risk-based regulation. World\'s strictest AI governance framework.',
+  },
+  {
+    country: 'United Kingdom',
+    countryCode: 'GB',
+    stance: 'permissive',
+    activeRegulations: ['uk-pro-innovation'],
+    proposedRegulations: [],
+    lastUpdated: '2023-12-01',
+    summary: 'Pro-innovation, principles-based approach. Light-touch regulation.',
+  },
+  {
+    country: 'China',
+    countryCode: 'CN',
+    stance: 'strict',
+    activeRegulations: ['cn-algorithm-regulations', 'cn-generative-ai'],
+    proposedRegulations: [],
+    lastUpdated: '2023-08-15',
+    summary: 'Content-focused regulation aligned with state values. Registration requirements.',
+  },
+  {
+    country: 'Canada',
+    countryCode: 'CA',
+    stance: 'moderate',
+    activeRegulations: [],
+    proposedRegulations: ['ca-aida'],
+    lastUpdated: '2023-06-01',
+    summary: 'Comprehensive law in development. Risk-based approach similar to EU.',
+  },
+  {
+    country: 'Singapore',
+    countryCode: 'SG',
+    stance: 'permissive',
+    activeRegulations: ['sg-model-framework'],
+    proposedRegulations: [],
+    lastUpdated: '2020-01-21',
+    summary: 'Voluntary governance framework. Pro-business, innovation-friendly approach.',
+  },
+  {
+    country: 'Japan',
+    countryCode: 'JP',
+    stance: 'permissive',
+    activeRegulations: ['jp-ai-guidelines'],
+    proposedRegulations: [],
+    lastUpdated: '2024-04-19',
+    summary: 'Non-binding guidelines. Focus on international cooperation and innovation.',
+  },
+  {
+    country: 'South Korea',
+    countryCode: 'KR',
+    stance: 'permissive',
+    activeRegulations: ['kr-ai-framework'],
+    proposedRegulations: [],
+    lastUpdated: '2023-09-01',
+    summary: 'Voluntary ethical framework. Self-regulation approach.',
+  },
+  {
+    country: 'Brazil',
+    countryCode: 'BR',
+    stance: 'moderate',
+    activeRegulations: [],
+    proposedRegulations: ['br-ai-bill'],
+    lastUpdated: '2023-05-03',
+    summary: 'Comprehensive AI law proposed. Under legislative review.',
+  },
+  {
+    country: 'India',
+    countryCode: 'IN',
+    stance: 'undefined',
+    activeRegulations: [],
+    proposedRegulations: [],
+    lastUpdated: '2024-01-01',
+    summary: 'No comprehensive AI regulation yet. Sectoral approaches under development.',
+  },
+  {
+    country: 'Australia',
+    countryCode: 'AU',
+    stance: 'moderate',
+    activeRegulations: [],
+    proposedRegulations: [],
+    lastUpdated: '2023-06-01',
+    summary: 'Voluntary AI Ethics Framework. Mandatory guardrails under consideration.',
+  },
+];
+
+// Helper function to get regulation by ID
+export function getRegulationById(id: string): AIRegulation | undefined {
+  return AI_REGULATIONS.find(reg => reg.id === id);
+}
+
+// Helper function to get country profile
+export function getCountryProfile(countryCode: string): CountryRegulationProfile | undefined {
+  return COUNTRY_REGULATION_PROFILES.find(profile => profile.countryCode === countryCode);
+}
+
+// Helper function to get regulations by country
+export function getRegulationsByCountry(country: string): AIRegulation[] {
+  return AI_REGULATIONS.filter(reg => reg.country === country);
+}
+
+// Helper function to get upcoming compliance deadlines (next 12 months)
+export function getUpcomingDeadlines(): AIRegulation[] {
+  const now = new Date();
+  const oneYearFromNow = new Date();
+  oneYearFromNow.setFullYear(now.getFullYear() + 1);
+
+  return AI_REGULATIONS
+    .filter(reg => {
+      if (!reg.complianceDeadline) return false;
+      const deadline = new Date(reg.complianceDeadline);
+      return deadline >= now && deadline <= oneYearFromNow;
+    })
+    .sort((a, b) => {
+      return new Date(a.complianceDeadline!).getTime() - new Date(b.complianceDeadline!).getTime();
+    });
+}
+
+// Helper function to get recent regulatory actions (last N months)
+export function getRecentActions(months: number = 6): RegulatoryAction[] {
+  const cutoffDate = new Date();
+  cutoffDate.setMonth(cutoffDate.getMonth() - months);
+
+  return REGULATORY_ACTIONS
+    .filter(action => new Date(action.date) >= cutoffDate)
+    .sort((a, b) => new Date(b.date).getTime() - new Date(a.date).getTime());
+}
diff --git a/src/config/ai-research-labs.ts b/src/config/ai-research-labs.ts
new file mode 100644
index 000000000..a3c46115c
--- /dev/null
+++ b/src/config/ai-research-labs.ts
@@ -0,0 +1,442 @@
+import type { AIResearchLab } from '@/types';
+
+// Academic AI research institutions, AI safety organizations, and major research labs
+// Focused on frontier AI research, safety, and academic contributions
+
+export const AI_RESEARCH_LABS: AIResearchLab[] = [
+  // AI Safety & Alignment Organizations
+  {
+    id: 'anthropic-research',
+    name: 'Anthropic',
+    type: 'industry',
+    city: 'San Francisco',
+    country: 'United States',
+    lat: 37.7937,
+    lon: -122.3965,
+    foundedYear: 2021,
+    focusAreas: ['AI Safety', 'Constitutional AI', 'Large Language Models', 'Interpretability'],
+    notableWork: ['Claude AI family', 'Constitutional AI framework', 'Mechanistic interpretability'],
+    publications: 45,
+  },
+  {
+    id: 'openai-research',
+    name: 'OpenAI',
+    type: 'industry',
+    city: 'San Francisco',
+    country: 'United States',
+    lat: 37.7562,
+    lon: -122.4193,
+    foundedYear: 2015,
+    focusAreas: ['AGI', 'Large Language Models', 'Reinforcement Learning', 'AI Safety'],
+    notableWork: ['GPT-4', 'DALL-E', 'CLIP', 'Whisper'],
+    publications: 150,
+  },
+  {
+    id: 'deepmind',
+    name: 'Google DeepMind',
+    type: 'industry',
+    city: 'London',
+    country: 'United Kingdom',
+    lat: 51.5310,
+    lon: -0.1247,
+    foundedYear: 2010,
+    focusAreas: ['Reinforcement Learning', 'Protein Folding', 'Game AI', 'Multimodal AI'],
+    notableWork: ['AlphaGo', 'AlphaFold', 'Gemini', 'MuZero'],
+    publications: 500,
+  },
+  {
+    id: 'meta-fair',
+    name: 'Meta AI (FAIR)',
+    type: 'industry',
+    city: 'Menlo Park',
+    country: 'United States',
+    lat: 37.4848,
+    lon: -122.1482,
+    foundedYear: 2013,
+    focusAreas: ['Computer Vision', 'NLP', 'Open Source AI', 'Reinforcement Learning'],
+    notableWork: ['Llama', 'PyTorch', 'SAM', 'DINOv2'],
+    publications: 800,
+  },
+  {
+    id: 'microsoft-research',
+    name: 'Microsoft Research AI',
+    type: 'industry',
+    city: 'Redmond',
+    country: 'United States',
+    lat: 47.6423,
+    lon: -122.1390,
+    foundedYear: 1991,
+    focusAreas: ['Deep Learning', 'NLP', 'Responsible AI', 'Quantum Computing'],
+    notableWork: ['ResNet', 'Azure AI', 'Phi models', 'Turing-NLG'],
+    publications: 1200,
+  },
+
+  // University Research Labs - United States
+  {
+    id: 'stanford-hai',
+    name: 'Stanford HAI',
+    type: 'academic',
+    city: 'Stanford',
+    country: 'United States',
+    lat: 37.4275,
+    lon: -122.1697,
+    foundedYear: 2019,
+    focusAreas: ['Human-Centered AI', 'AI Ethics', 'AI Policy', 'Interdisciplinary Research'],
+    notableWork: ['AI Index Report', 'Foundation Models Research'],
+    publications: 300,
+    faculty: 200,
+  },
+  {
+    id: 'mit-csail',
+    name: 'MIT CSAIL',
+    type: 'academic',
+    city: 'Cambridge',
+    country: 'United States',
+    lat: 42.3601,
+    lon: -71.0942,
+    foundedYear: 1963,
+    focusAreas: ['Computer Vision', 'Robotics', 'NLP', 'Machine Learning Theory'],
+    notableWork: ['Object detection', 'Neural architecture search', 'Federated learning'],
+    publications: 2000,
+    faculty: 80,
+  },
+  {
+    id: 'berkeley-ai',
+    name: 'UC Berkeley AI Research (BAIR)',
+    type: 'academic',
+    city: 'Berkeley',
+    country: 'United States',
+    lat: 37.8719,
+    lon: -122.2585,
+    foundedYear: 2016,
+    focusAreas: ['Deep Learning', 'Robotics', 'Computer Vision', 'NLP'],
+    notableWork: ['Deep RL', 'Neural Networks', 'Autonomous Systems'],
+    publications: 450,
+    faculty: 50,
+  },
+  {
+    id: 'cmu-ml',
+    name: 'CMU Machine Learning Department',
+    type: 'academic',
+    city: 'Pittsburgh',
+    country: 'United States',
+    lat: 40.4433,
+    lon: -79.9436,
+    foundedYear: 2006,
+    focusAreas: ['Machine Learning Theory', 'Deep Learning', 'Statistical ML', 'Neural Computation'],
+    notableWork: ['Statistical learning', 'Graph neural networks', 'Meta-learning'],
+    publications: 800,
+    faculty: 45,
+  },
+  {
+    id: 'princeton-ai',
+    name: 'Princeton AI',
+    type: 'academic',
+    city: 'Princeton',
+    country: 'United States',
+    lat: 40.3430,
+    lon: -74.6514,
+    foundedYear: 1985,
+    focusAreas: ['Computer Vision', 'ML Theory', 'NLP', 'AI Safety'],
+    notableWork: ['ImageNet', 'Object recognition', 'Neural networks'],
+    publications: 400,
+    faculty: 30,
+  },
+
+  // University Research Labs - Europe
+  {
+    id: 'oxford-ai',
+    name: 'Oxford AI',
+    type: 'academic',
+    city: 'Oxford',
+    country: 'United Kingdom',
+    lat: 51.7548,
+    lon: -1.2544,
+    foundedYear: 1985,
+    focusAreas: ['Deep Learning', 'Computer Vision', 'NLP', 'Healthcare AI'],
+    notableWork: ['Visual Geometry Group', 'Deep learning for healthcare'],
+    publications: 600,
+    faculty: 40,
+  },
+  {
+    id: 'cambridge-ml',
+    name: 'Cambridge Machine Learning Group',
+    type: 'academic',
+    city: 'Cambridge',
+    country: 'United Kingdom',
+    lat: 52.2043,
+    lon: 0.1218,
+    foundedYear: 1990,
+    focusAreas: ['Bayesian ML', 'Probabilistic Models', 'Deep Learning', 'Reinforcement Learning'],
+    notableWork: ['Gaussian processes', 'Bayesian optimization', 'Probabilistic programming'],
+    publications: 500,
+    faculty: 35,
+  },
+  {
+    id: 'eth-ai',
+    name: 'ETH Zurich AI Center',
+    type: 'academic',
+    city: 'Zurich',
+    country: 'Switzerland',
+    lat: 47.3769,
+    lon: 8.5417,
+    foundedYear: 2020,
+    focusAreas: ['Computer Vision', 'Robotics', 'ML Theory', 'Trustworthy AI'],
+    notableWork: ['3D vision', 'Autonomous systems', 'Safe AI'],
+    publications: 350,
+    faculty: 60,
+  },
+  {
+    id: 'mpi-is',
+    name: 'Max Planck Institute for Intelligent Systems',
+    type: 'research institute',
+    city: 'Tübingen',
+    country: 'Germany',
+    lat: 48.5216,
+    lon: 9.0576,
+    foundedYear: 2011,
+    focusAreas: ['Machine Learning', 'Computer Vision', 'Robotics', 'Causal Inference'],
+    notableWork: ['Causal ML', 'Embodied AI', 'Vision research'],
+    publications: 400,
+    faculty: 25,
+  },
+
+  // University Research Labs - Asia
+  {
+    id: 'tsinghua-ai',
+    name: 'Tsinghua University AI Institute',
+    type: 'academic',
+    city: 'Beijing',
+    country: 'China',
+    lat: 39.9994,
+    lon: 116.3267,
+    foundedYear: 2018,
+    focusAreas: ['Computer Vision', 'NLP', 'Robotics', 'AI Safety'],
+    notableWork: ['Large-scale AI models', 'Vision research'],
+    publications: 700,
+    faculty: 100,
+  },
+  {
+    id: 'peking-ai',
+    name: 'Peking University AI',
+    type: 'academic',
+    city: 'Beijing',
+    country: 'China',
+    lat: 39.9925,
+    lon: 116.3059,
+    foundedYear: 2002,
+    focusAreas: ['NLP', 'Knowledge Graphs', 'Computer Vision', 'ML Theory'],
+    notableWork: ['Chinese NLP', 'Knowledge representation'],
+    publications: 600,
+    faculty: 80,
+  },
+  {
+    id: 'tokyo-ai',
+    name: 'University of Tokyo AI Research',
+    type: 'academic',
+    city: 'Tokyo',
+    country: 'Japan',
+    lat: 35.7130,
+    lon: 139.7625,
+    foundedYear: 2020,
+    focusAreas: ['Robotics', 'Computer Vision', 'Human-AI Interaction', 'Healthcare AI'],
+    notableWork: ['Humanoid robotics', 'Medical AI'],
+    publications: 400,
+    faculty: 50,
+  },
+  {
+    id: 'nus-ai',
+    name: 'National University of Singapore AI',
+    type: 'academic',
+    city: 'Singapore',
+    country: 'Singapore',
+    lat: 1.2966,
+    lon: 103.7764,
+    foundedYear: 2018,
+    focusAreas: ['Computer Vision', 'NLP', 'Healthcare AI', 'Trustworthy AI'],
+    notableWork: ['Medical imaging', 'Southeast Asia NLP'],
+    publications: 350,
+    faculty: 45,
+  },
+
+  // AI Safety & Governance Organizations
+  {
+    id: 'chai-berkeley',
+    name: 'Center for Human-Compatible AI (CHAI)',
+    type: 'research institute',
+    city: 'Berkeley',
+    country: 'United States',
+    lat: 37.8719,
+    lon: -122.2585,
+    foundedYear: 2016,
+    focusAreas: ['AI Safety', 'Value Alignment', 'Inverse Reinforcement Learning', 'AI Governance'],
+    notableWork: ['Value alignment research', 'Cooperative inverse RL'],
+    publications: 120,
+    faculty: 15,
+  },
+  {
+    id: 'miri',
+    name: 'Machine Intelligence Research Institute (MIRI)',
+    type: 'research institute',
+    city: 'Berkeley',
+    country: 'United States',
+    lat: 37.8715,
+    lon: -122.2730,
+    foundedYear: 2000,
+    focusAreas: ['AI Safety', 'Formal Verification', 'Decision Theory', 'Agent Foundations'],
+    notableWork: ['Agent foundations', 'Alignment theory'],
+    publications: 80,
+  },
+  {
+    id: 'fhi',
+    name: 'Future of Humanity Institute',
+    type: 'research institute',
+    city: 'Oxford',
+    country: 'United Kingdom',
+    lat: 51.7548,
+    lon: -1.2544,
+    foundedYear: 2005,
+    focusAreas: ['Existential Risk', 'AI Governance', 'Long-term AI Safety', 'Ethics'],
+    notableWork: ['AI risk research', 'Global catastrophic risks'],
+    publications: 200,
+    faculty: 20,
+  },
+  {
+    id: 'alignment-research-center',
+    name: 'Alignment Research Center (ARC)',
+    type: 'research institute',
+    city: 'Berkeley',
+    country: 'United States',
+    lat: 37.8715,
+    lon: -122.2730,
+    foundedYear: 2021,
+    focusAreas: ['AI Alignment', 'Eliciting Latent Knowledge', 'AI Safety Evaluations'],
+    notableWork: ['ARC Evals', 'ELK research'],
+    publications: 30,
+  },
+
+  // Industry Research Labs - Asia
+  {
+    id: 'baidu-research',
+    name: 'Baidu Research',
+    type: 'industry',
+    city: 'Beijing',
+    country: 'China',
+    lat: 39.9925,
+    lon: 116.3272,
+    foundedYear: 2013,
+    focusAreas: ['NLP', 'Computer Vision', 'Speech Recognition', 'Autonomous Driving'],
+    notableWork: ['ERNIE models', 'Apollo autonomous driving', 'PaddlePaddle'],
+    publications: 400,
+  },
+  {
+    id: 'alibaba-damo',
+    name: 'Alibaba DAMO Academy',
+    type: 'industry',
+    city: 'Hangzhou',
+    country: 'China',
+    lat: 30.2741,
+    lon: 120.1551,
+    foundedYear: 2017,
+    focusAreas: ['NLP', 'Computer Vision', 'Speech', 'Quantum Computing'],
+    notableWork: ['Qwen models', 'Vision transformers', 'Cloud AI'],
+    publications: 300,
+  },
+  {
+    id: 'sony-ai',
+    name: 'Sony AI',
+    type: 'industry',
+    city: 'Tokyo',
+    country: 'Japan',
+    lat: 35.6586,
+    lon: 139.7454,
+    foundedYear: 2019,
+    focusAreas: ['Gaming AI', 'Computer Vision', 'Robotics', 'Creativity AI'],
+    notableWork: ['Gran Turismo AI', 'Gastronomy AI'],
+    publications: 80,
+  },
+
+  // Specialized Research Centers
+  {
+    id: 'allen-ai',
+    name: 'Allen Institute for AI (AI2)',
+    type: 'research institute',
+    city: 'Seattle',
+    country: 'United States',
+    lat: 47.6205,
+    lon: -122.3493,
+    foundedYear: 2014,
+    focusAreas: ['NLP', 'Computer Vision', 'Reasoning', 'Open Research'],
+    notableWork: ['Semantic Scholar', 'AllenNLP', 'OLMo'],
+    publications: 500,
+  },
+  {
+    id: 'ibm-research-ai',
+    name: 'IBM Research AI',
+    type: 'industry',
+    city: 'Yorktown Heights',
+    country: 'United States',
+    lat: 41.2788,
+    lon: -73.8084,
+    foundedYear: 1945,
+    focusAreas: ['Enterprise AI', 'Quantum AI', 'Trustworthy AI', 'NLP'],
+    notableWork: ['Watson', 'Granite models', 'Neuro-symbolic AI'],
+    publications: 1000,
+  },
+  {
+    id: 'mila',
+    name: 'Mila - Quebec AI Institute',
+    type: 'research institute',
+    city: 'Montreal',
+    country: 'Canada',
+    lat: 45.5017,
+    lon: -73.5673,
+    foundedYear: 1993,
+    focusAreas: ['Deep Learning', 'Reinforcement Learning', 'NLP', 'Climate AI'],
+    notableWork: ['GANs', 'Attention mechanisms', 'Graph neural networks'],
+    publications: 800,
+    faculty: 70,
+  },
+  {
+    id: 'vector-institute',
+    name: 'Vector Institute',
+    type: 'research institute',
+    city: 'Toronto',
+    country: 'Canada',
+    lat: 43.6532,
+    lon: -79.3832,
+    foundedYear: 2017,
+    focusAreas: ['Deep Learning', 'Healthcare AI', 'ML Theory', 'Responsible AI'],
+    notableWork: ['Medical AI', 'Vector scholarship program'],
+    publications: 250,
+    faculty: 40,
+  },
+
+  // European Industry Labs
+  {
+    id: 'huawei-paris',
+    name: 'Huawei Paris Research Center',
+    type: 'industry',
+    city: 'Paris',
+    country: 'France',
+    lat: 48.8566,
+    lon: 2.3522,
+    foundedYear: 2016,
+    focusAreas: ['Computer Vision', 'NLP', 'Mathematics', 'Theory'],
+    notableWork: ['Vision research', 'Theoretical ML'],
+    publications: 200,
+  },
+  {
+    id: 'samsung-ai',
+    name: 'Samsung AI Center',
+    type: 'industry',
+    city: 'Cambridge',
+    country: 'United Kingdom',
+    lat: 52.2043,
+    lon: 0.1218,
+    foundedYear: 2018,
+    focusAreas: ['Computer Vision', 'On-Device AI', 'Generative AI', 'Robotics'],
+    notableWork: ['Mobile AI', 'Edge computing'],
+    publications: 150,
+  },
+];
diff --git a/src/config/airports.ts b/src/config/airports.ts
new file mode 100644
index 000000000..a02975c84
--- /dev/null
+++ b/src/config/airports.ts
@@ -0,0 +1,106 @@
+import type { MonitoredAirport } from '@/types';
+
+export const MONITORED_AIRPORTS: MonitoredAirport[] = [
+  // Americas - Major US Hubs
+  { iata: 'JFK', icao: 'KJFK', name: 'John F. Kennedy International', city: 'New York', country: 'USA', lat: 40.6413, lon: -73.7781, region: 'americas' },
+  { iata: 'LAX', icao: 'KLAX', name: 'Los Angeles International', city: 'Los Angeles', country: 'USA', lat: 33.9416, lon: -118.4085, region: 'americas' },
+  { iata: 'ORD', icao: 'KORD', name: "O'Hare International", city: 'Chicago', country: 'USA', lat: 41.9742, lon: -87.9073, region: 'americas' },
+  { iata: 'ATL', icao: 'KATL', name: 'Hartsfield-Jackson Atlanta', city: 'Atlanta', country: 'USA', lat: 33.6407, lon: -84.4277, region: 'americas' },
+  { iata: 'DFW', icao: 'KDFW', name: 'Dallas/Fort Worth International', city: 'Dallas', country: 'USA', lat: 32.8998, lon: -97.0403, region: 'americas' },
+  { iata: 'DEN', icao: 'KDEN', name: 'Denver International', city: 'Denver', country: 'USA', lat: 39.8561, lon: -104.6737, region: 'americas' },
+  { iata: 'SFO', icao: 'KSFO', name: 'San Francisco International', city: 'San Francisco', country: 'USA', lat: 37.6213, lon: -122.3790, region: 'americas' },
+  { iata: 'SEA', icao: 'KSEA', name: 'Seattle-Tacoma International', city: 'Seattle', country: 'USA', lat: 47.4502, lon: -122.3088, region: 'americas' },
+  { iata: 'MIA', icao: 'KMIA', name: 'Miami International', city: 'Miami', country: 'USA', lat: 25.7959, lon: -80.2870, region: 'americas' },
+  { iata: 'BOS', icao: 'KBOS', name: 'Boston Logan International', city: 'Boston', country: 'USA', lat: 42.3656, lon: -71.0096, region: 'americas' },
+  { iata: 'EWR', icao: 'KEWR', name: 'Newark Liberty International', city: 'Newark', country: 'USA', lat: 40.6895, lon: -74.1745, region: 'americas' },
+  { iata: 'IAH', icao: 'KIAH', name: 'George Bush Intercontinental', city: 'Houston', country: 'USA', lat: 29.9902, lon: -95.3368, region: 'americas' },
+  { iata: 'PHX', icao: 'KPHX', name: 'Phoenix Sky Harbor', city: 'Phoenix', country: 'USA', lat: 33.4373, lon: -112.0078, region: 'americas' },
+  { iata: 'LAS', icao: 'KLAS', name: 'Harry Reid International', city: 'Las Vegas', country: 'USA', lat: 36.0840, lon: -115.1537, region: 'americas' },
+  // Americas - Other
+  { iata: 'YYZ', icao: 'CYYZ', name: 'Toronto Pearson', city: 'Toronto', country: 'Canada', lat: 43.6777, lon: -79.6248, region: 'americas' },
+  { iata: 'YVR', icao: 'CYVR', name: 'Vancouver International', city: 'Vancouver', country: 'Canada', lat: 49.1947, lon: -123.1792, region: 'americas' },
+  { iata: 'MEX', icao: 'MMMX', name: 'Mexico City International', city: 'Mexico City', country: 'Mexico', lat: 19.4363, lon: -99.0721, region: 'americas' },
+  { iata: 'GRU', icao: 'SBGR', name: 'São Paulo–Guarulhos', city: 'São Paulo', country: 'Brazil', lat: -23.4356, lon: -46.4731, region: 'americas' },
+  { iata: 'EZE', icao: 'SAEZ', name: 'Ministro Pistarini', city: 'Buenos Aires', country: 'Argentina', lat: -34.8222, lon: -58.5358, region: 'americas' },
+  { iata: 'BOG', icao: 'SKBO', name: 'El Dorado International', city: 'Bogotá', country: 'Colombia', lat: 4.7016, lon: -74.1469, region: 'americas' },
+  { iata: 'SCL', icao: 'SCEL', name: 'Arturo Merino Benítez', city: 'Santiago', country: 'Chile', lat: -33.3930, lon: -70.7858, region: 'americas' },
+  { iata: 'LIM', icao: 'SPJC', name: 'Jorge Chávez International', city: 'Lima', country: 'Peru', lat: -12.0219, lon: -77.1143, region: 'americas' },
+
+  // Europe - Major Hubs
+  { iata: 'LHR', icao: 'EGLL', name: 'London Heathrow', city: 'London', country: 'UK', lat: 51.4700, lon: -0.4543, region: 'europe' },
+  { iata: 'CDG', icao: 'LFPG', name: 'Paris Charles de Gaulle', city: 'Paris', country: 'France', lat: 49.0097, lon: 2.5479, region: 'europe' },
+  { iata: 'FRA', icao: 'EDDF', name: 'Frankfurt Airport', city: 'Frankfurt', country: 'Germany', lat: 50.0379, lon: 8.5622, region: 'europe' },
+  { iata: 'AMS', icao: 'EHAM', name: 'Amsterdam Schiphol', city: 'Amsterdam', country: 'Netherlands', lat: 52.3105, lon: 4.7683, region: 'europe' },
+  { iata: 'MAD', icao: 'LEMD', name: 'Adolfo Suárez Madrid–Barajas', city: 'Madrid', country: 'Spain', lat: 40.4983, lon: -3.5676, region: 'europe' },
+  { iata: 'FCO', icao: 'LIRF', name: 'Leonardo da Vinci–Fiumicino', city: 'Rome', country: 'Italy', lat: 41.8003, lon: 12.2389, region: 'europe' },
+  { iata: 'MUC', icao: 'EDDM', name: 'Munich Airport', city: 'Munich', country: 'Germany', lat: 48.3537, lon: 11.7750, region: 'europe' },
+  { iata: 'BCN', icao: 'LEBL', name: 'Barcelona–El Prat', city: 'Barcelona', country: 'Spain', lat: 41.2974, lon: 2.0833, region: 'europe' },
+  { iata: 'LGW', icao: 'EGKK', name: 'London Gatwick', city: 'London', country: 'UK', lat: 51.1537, lon: -0.1821, region: 'europe' },
+  { iata: 'ZRH', icao: 'LSZH', name: 'Zurich Airport', city: 'Zurich', country: 'Switzerland', lat: 47.4647, lon: 8.5492, region: 'europe' },
+  { iata: 'VIE', icao: 'LOWW', name: 'Vienna International', city: 'Vienna', country: 'Austria', lat: 48.1103, lon: 16.5697, region: 'europe' },
+  { iata: 'CPH', icao: 'EKCH', name: 'Copenhagen Airport', city: 'Copenhagen', country: 'Denmark', lat: 55.6180, lon: 12.6508, region: 'europe' },
+  { iata: 'DUB', icao: 'EIDW', name: 'Dublin Airport', city: 'Dublin', country: 'Ireland', lat: 53.4264, lon: -6.2499, region: 'europe' },
+  { iata: 'IST', icao: 'LTFM', name: 'Istanbul Airport', city: 'Istanbul', country: 'Turkey', lat: 41.2753, lon: 28.7519, region: 'europe' },
+  { iata: 'SVO', icao: 'UUEE', name: 'Sheremetyevo International', city: 'Moscow', country: 'Russia', lat: 55.9736, lon: 37.4125, region: 'europe' },
+  { iata: 'ARN', icao: 'ESSA', name: 'Stockholm Arlanda', city: 'Stockholm', country: 'Sweden', lat: 59.6519, lon: 17.9186, region: 'europe' },
+  { iata: 'OSL', icao: 'ENGM', name: 'Oslo Gardermoen', city: 'Oslo', country: 'Norway', lat: 60.1939, lon: 11.1004, region: 'europe' },
+  { iata: 'HEL', icao: 'EFHK', name: 'Helsinki-Vantaa', city: 'Helsinki', country: 'Finland', lat: 60.3172, lon: 24.9633, region: 'europe' },
+
+  // Asia-Pacific
+  { iata: 'HND', icao: 'RJTT', name: 'Tokyo Haneda', city: 'Tokyo', country: 'Japan', lat: 35.5494, lon: 139.7798, region: 'apac' },
+  { iata: 'NRT', icao: 'RJAA', name: 'Narita International', city: 'Tokyo', country: 'Japan', lat: 35.7720, lon: 140.3929, region: 'apac' },
+  { iata: 'PEK', icao: 'ZBAA', name: 'Beijing Capital', city: 'Beijing', country: 'China', lat: 40.0799, lon: 116.6031, region: 'apac' },
+  { iata: 'PVG', icao: 'ZSPD', name: 'Shanghai Pudong', city: 'Shanghai', country: 'China', lat: 31.1443, lon: 121.8083, region: 'apac' },
+  { iata: 'HKG', icao: 'VHHH', name: 'Hong Kong International', city: 'Hong Kong', country: 'China', lat: 22.3080, lon: 113.9185, region: 'apac' },
+  { iata: 'SIN', icao: 'WSSS', name: 'Singapore Changi', city: 'Singapore', country: 'Singapore', lat: 1.3644, lon: 103.9915, region: 'apac' },
+  { iata: 'ICN', icao: 'RKSI', name: 'Incheon International', city: 'Seoul', country: 'South Korea', lat: 37.4602, lon: 126.4407, region: 'apac' },
+  { iata: 'BKK', icao: 'VTBS', name: 'Suvarnabhumi Airport', city: 'Bangkok', country: 'Thailand', lat: 13.6900, lon: 100.7501, region: 'apac' },
+  { iata: 'SYD', icao: 'YSSY', name: 'Sydney Kingsford Smith', city: 'Sydney', country: 'Australia', lat: -33.9461, lon: 151.1772, region: 'apac' },
+  { iata: 'MEL', icao: 'YMML', name: 'Melbourne Airport', city: 'Melbourne', country: 'Australia', lat: -37.6690, lon: 144.8410, region: 'apac' },
+  { iata: 'DEL', icao: 'VIDP', name: 'Indira Gandhi International', city: 'Delhi', country: 'India', lat: 28.5562, lon: 77.1000, region: 'apac' },
+  { iata: 'BOM', icao: 'VABB', name: 'Chhatrapati Shivaji Maharaj', city: 'Mumbai', country: 'India', lat: 19.0896, lon: 72.8656, region: 'apac' },
+  { iata: 'KUL', icao: 'WMKK', name: 'Kuala Lumpur International', city: 'Kuala Lumpur', country: 'Malaysia', lat: 2.7456, lon: 101.7099, region: 'apac' },
+  { iata: 'CGK', icao: 'WIII', name: 'Soekarno-Hatta International', city: 'Jakarta', country: 'Indonesia', lat: -6.1256, lon: 106.6558, region: 'apac' },
+  { iata: 'MNL', icao: 'RPLL', name: 'Ninoy Aquino International', city: 'Manila', country: 'Philippines', lat: 14.5086, lon: 121.0197, region: 'apac' },
+  { iata: 'TPE', icao: 'RCTP', name: 'Taiwan Taoyuan International', city: 'Taipei', country: 'Taiwan', lat: 25.0797, lon: 121.2342, region: 'apac' },
+  { iata: 'AKL', icao: 'NZAA', name: 'Auckland Airport', city: 'Auckland', country: 'New Zealand', lat: -37.0082, lon: 174.7850, region: 'apac' },
+
+  // Middle East & North Africa
+  { iata: 'DXB', icao: 'OMDB', name: 'Dubai International', city: 'Dubai', country: 'UAE', lat: 25.2532, lon: 55.3657, region: 'mena' },
+  { iata: 'DOH', icao: 'OTHH', name: 'Hamad International', city: 'Doha', country: 'Qatar', lat: 25.2731, lon: 51.6081, region: 'mena' },
+  { iata: 'AUH', icao: 'OMAA', name: 'Abu Dhabi International', city: 'Abu Dhabi', country: 'UAE', lat: 24.4330, lon: 54.6511, region: 'mena' },
+  { iata: 'RUH', icao: 'OERK', name: 'King Khalid International', city: 'Riyadh', country: 'Saudi Arabia', lat: 24.9576, lon: 46.6988, region: 'mena' },
+  { iata: 'JED', icao: 'OEJN', name: 'King Abdulaziz International', city: 'Jeddah', country: 'Saudi Arabia', lat: 21.6796, lon: 39.1565, region: 'mena' },
+  { iata: 'CAI', icao: 'HECA', name: 'Cairo International', city: 'Cairo', country: 'Egypt', lat: 30.1219, lon: 31.4056, region: 'mena' },
+  { iata: 'TLV', icao: 'LLBG', name: 'Ben Gurion Airport', city: 'Tel Aviv', country: 'Israel', lat: 32.0055, lon: 34.8854, region: 'mena' },
+  { iata: 'AMM', icao: 'OJAI', name: 'Queen Alia International', city: 'Amman', country: 'Jordan', lat: 31.7226, lon: 35.9932, region: 'mena' },
+  { iata: 'BAH', icao: 'OBBI', name: 'Bahrain International', city: 'Manama', country: 'Bahrain', lat: 26.2708, lon: 50.6336, region: 'mena' },
+  { iata: 'KWI', icao: 'OKBK', name: 'Kuwait International', city: 'Kuwait City', country: 'Kuwait', lat: 29.2266, lon: 47.9689, region: 'mena' },
+  { iata: 'MCT', icao: 'OOMS', name: 'Muscat International', city: 'Muscat', country: 'Oman', lat: 23.5933, lon: 58.2844, region: 'mena' },
+  { iata: 'CMN', icao: 'GMMN', name: 'Mohammed V International', city: 'Casablanca', country: 'Morocco', lat: 33.3675, lon: -7.5898, region: 'mena' },
+  { iata: 'ALG', icao: 'DAAG', name: 'Houari Boumediene Airport', city: 'Algiers', country: 'Algeria', lat: 36.6910, lon: 3.2154, region: 'mena' },
+  { iata: 'TUN', icao: 'DTTA', name: 'Tunis–Carthage International', city: 'Tunis', country: 'Tunisia', lat: 36.8510, lon: 10.2272, region: 'mena' },
+
+  // Africa
+  { iata: 'JNB', icao: 'FAOR', name: 'O.R. Tambo International', city: 'Johannesburg', country: 'South Africa', lat: -26.1392, lon: 28.2460, region: 'africa' },
+  { iata: 'CPT', icao: 'FACT', name: 'Cape Town International', city: 'Cape Town', country: 'South Africa', lat: -33.9715, lon: 18.6021, region: 'africa' },
+  { iata: 'NBO', icao: 'HKJK', name: 'Jomo Kenyatta International', city: 'Nairobi', country: 'Kenya', lat: -1.3192, lon: 36.9278, region: 'africa' },
+  { iata: 'LOS', icao: 'DNMM', name: 'Murtala Muhammed International', city: 'Lagos', country: 'Nigeria', lat: 6.5774, lon: 3.3212, region: 'africa' },
+  { iata: 'ADD', icao: 'HAAB', name: 'Bole International', city: 'Addis Ababa', country: 'Ethiopia', lat: 8.9779, lon: 38.7993, region: 'africa' },
+  { iata: 'ACC', icao: 'DGAA', name: 'Kotoka International', city: 'Accra', country: 'Ghana', lat: 5.6052, lon: -0.1668, region: 'africa' },
+  { iata: 'DAR', icao: 'HTDA', name: 'Julius Nyerere International', city: 'Dar es Salaam', country: 'Tanzania', lat: -6.8781, lon: 39.2026, region: 'africa' },
+  { iata: 'MRU', icao: 'FIMP', name: 'Sir Seewoosagur Ramgoolam', city: 'Mauritius', country: 'Mauritius', lat: -20.4302, lon: 57.6836, region: 'africa' },
+];
+
+// FAA-monitored airports (subset that works with FAA ASWS API)
+export const FAA_AIRPORTS = MONITORED_AIRPORTS.filter(
+  (a) => a.country === 'USA'
+).map((a) => a.iata);
+
+// Severity thresholds
+export const DELAY_SEVERITY_THRESHOLDS = {
+  minor: { avgDelayMinutes: 15, delayedPct: 15 },
+  moderate: { avgDelayMinutes: 30, delayedPct: 30 },
+  major: { avgDelayMinutes: 45, delayedPct: 45 },
+  severe: { avgDelayMinutes: 60, delayedPct: 60 },
+};
diff --git a/src/config/countries.ts b/src/config/countries.ts
new file mode 100644
index 000000000..85598966f
--- /dev/null
+++ b/src/config/countries.ts
@@ -0,0 +1,29 @@
+/**
+ * Tier 1 Countries - Core geopolitical focus
+ * Separated to avoid circular dependencies between services
+ */
+
+export const TIER1_COUNTRIES: Record<string, string> = {
+  US: 'United States',
+  RU: 'Russia',
+  CN: 'China',
+  UA: 'Ukraine',
+  IR: 'Iran',
+  IL: 'Israel',
+  TW: 'Taiwan',
+  KP: 'North Korea',
+  SA: 'Saudi Arabia',
+  TR: 'Turkey',
+  PL: 'Poland',
+  DE: 'Germany',
+  FR: 'France',
+  GB: 'United Kingdom',
+  IN: 'India',
+  PK: 'Pakistan',
+  SY: 'Syria',
+  YE: 'Yemen',
+  MM: 'Myanmar',
+  VE: 'Venezuela',
+  BR: 'Brazil',
+  AE: 'United Arab Emirates',
+};
diff --git a/src/config/entities.ts b/src/config/entities.ts
new file mode 100644
index 000000000..25e3d1410
--- /dev/null
+++ b/src/config/entities.ts
@@ -0,0 +1,635 @@
+export type EntityType = 'company' | 'index' | 'commodity' | 'crypto' | 'sector' | 'country';
+
+export interface EntityEntry {
+  id: string;
+  type: EntityType;
+  name: string;
+  aliases: string[];
+  keywords: string[];
+  sector?: string;
+  related?: string[];
+}
+
+export const ENTITY_REGISTRY: EntityEntry[] = [
+  // ============================================================================
+  // INDICES
+  // ============================================================================
+  {
+    id: '^GSPC',
+    type: 'index',
+    name: 'S&P 500',
+    aliases: ['s&p', 's&p 500', 'sp500', 'spx', 'spy'],
+    keywords: ['market', 'stocks', 'wall street', 'equities'],
+    related: ['^DJI', '^IXIC'],
+  },
+  {
+    id: '^DJI',
+    type: 'index',
+    name: 'Dow Jones',
+    aliases: ['dow', 'dow jones', 'djia', 'dow 30'],
+    keywords: ['blue chip', 'industrials', 'market'],
+    related: ['^GSPC', '^IXIC'],
+  },
+  {
+    id: '^IXIC',
+    type: 'index',
+    name: 'NASDAQ',
+    aliases: ['nasdaq', 'nasdaq composite', 'qqq', 'tech index'],
+    keywords: ['tech stocks', 'growth', 'technology'],
+    related: ['^GSPC', 'XLK'],
+  },
+
+  // ============================================================================
+  // TECH COMPANIES
+  // ============================================================================
+  {
+    id: 'AAPL',
+    type: 'company',
+    name: 'Apple Inc.',
+    aliases: ['apple', 'aapl', 'tim cook', 'iphone', 'ipad', 'mac'],
+    keywords: ['iphone', 'ios', 'app store', 'macbook', 'vision pro', 'services', 'wearables'],
+    sector: 'Technology',
+    related: ['MSFT', 'GOOGL', 'TSM'],
+  },
+  {
+    id: 'MSFT',
+    type: 'company',
+    name: 'Microsoft Corporation',
+    aliases: ['microsoft', 'msft', 'satya nadella', 'windows', 'azure', 'xbox'],
+    keywords: ['azure', 'cloud', 'windows', 'office', 'copilot', 'openai', 'teams', 'github'],
+    sector: 'Technology',
+    related: ['AAPL', 'GOOGL', 'AMZN', 'NVDA'],
+  },
+  {
+    id: 'NVDA',
+    type: 'company',
+    name: 'NVIDIA Corporation',
+    aliases: ['nvidia', 'nvda', 'jensen huang', 'geforce'],
+    keywords: ['gpu', 'ai chip', 'datacenter', 'cuda', 'h100', 'blackwell', 'artificial intelligence', 'gaming', 'graphics'],
+    sector: 'Technology',
+    related: ['AMD', 'TSM', 'AVGO', 'INTC', 'MSFT'],
+  },
+  {
+    id: 'GOOGL',
+    type: 'company',
+    name: 'Alphabet Inc.',
+    aliases: ['google', 'alphabet', 'googl', 'goog', 'sundar pichai', 'youtube'],
+    keywords: ['search', 'ads', 'android', 'chrome', 'gemini', 'waymo', 'cloud', 'ai'],
+    sector: 'Technology',
+    related: ['META', 'MSFT', 'AAPL', 'AMZN'],
+  },
+  {
+    id: 'AMZN',
+    type: 'company',
+    name: 'Amazon.com Inc.',
+    aliases: ['amazon', 'amzn', 'aws', 'andy jassy', 'jeff bezos', 'prime'],
+    keywords: ['ecommerce', 'cloud', 'aws', 'prime', 'alexa', 'warehouse', 'logistics', 'retail'],
+    sector: 'Technology',
+    related: ['MSFT', 'GOOGL', 'WMT', 'COST'],
+  },
+  {
+    id: 'META',
+    type: 'company',
+    name: 'Meta Platforms Inc.',
+    aliases: ['meta', 'facebook', 'fb', 'mark zuckerberg', 'zuckerberg', 'instagram', 'whatsapp'],
+    keywords: ['social media', 'metaverse', 'vr', 'reels', 'advertising', 'llama', 'ai'],
+    sector: 'Technology',
+    related: ['GOOGL', 'SNAP', 'PINS'],
+  },
+  {
+    id: 'TSM',
+    type: 'company',
+    name: 'Taiwan Semiconductor',
+    aliases: ['tsmc', 'tsm', 'taiwan semi', 'taiwan semiconductor'],
+    keywords: ['chip', 'foundry', 'semiconductor', 'fab', 'wafer', 'node', 'nanometer', 'taiwan'],
+    sector: 'Technology',
+    related: ['NVDA', 'AMD', 'AAPL', 'AVGO', 'INTC'],
+  },
+  {
+    id: 'AVGO',
+    type: 'company',
+    name: 'Broadcom Inc.',
+    aliases: ['broadcom', 'avgo', 'avago', 'hock tan'],
+    keywords: ['chip', 'semiconductor', 'wireless', '5g', 'networking', 'infrastructure', 'vmware', 'enterprise'],
+    sector: 'Technology',
+    related: ['NVDA', 'QCOM', 'TSM', 'INTC'],
+  },
+  {
+    id: 'ORCL',
+    type: 'company',
+    name: 'Oracle Corporation',
+    aliases: ['oracle', 'orcl', 'larry ellison', 'ellison'],
+    keywords: ['database', 'cloud', 'enterprise', 'java', 'erp', 'saas'],
+    sector: 'Technology',
+    related: ['MSFT', 'SAP', 'CRM'],
+  },
+  {
+    id: 'NFLX',
+    type: 'company',
+    name: 'Netflix Inc.',
+    aliases: ['netflix', 'nflx'],
+    keywords: ['streaming', 'entertainment', 'movies', 'series', 'subscription', 'content'],
+    sector: 'Technology',
+    related: ['DIS', 'WBD', 'PARA'],
+  },
+
+  // ============================================================================
+  // DEFENSE & AEROSPACE
+  // ============================================================================
+  {
+    id: 'LMT',
+    type: 'company',
+    name: 'Lockheed Martin',
+    aliases: ['lockheed', 'lockheed martin', 'lmt', 'skunk works'],
+    keywords: ['f-35', 'defense', 'missile', 'aerospace', 'himars', 'javeline'],
+    sector: 'Defense',
+    related: ['RTX', 'NOC', 'GD', 'BA'],
+  },
+  {
+    id: 'RTX',
+    type: 'company',
+    name: 'RTX Corp',
+    aliases: ['raytheon', 'rtx', 'pratt & whitney', 'collins aerospace'],
+    keywords: ['missile', 'patriot', 'defense', 'radar', 'engine'],
+    sector: 'Defense',
+    related: ['LMT', 'NOC', 'GD'],
+  },
+  {
+    id: 'NOC',
+    type: 'company',
+    name: 'Northrop Grumman',
+    aliases: ['northrop', 'northrop grumman', 'noc'],
+    keywords: ['b-21', 'bomber', 'space', 'defense', 'drone'],
+    sector: 'Defense',
+    related: ['LMT', 'RTX', 'L3H'],
+  },
+  {
+    id: 'BA',
+    type: 'company',
+    name: 'Boeing',
+    aliases: ['boeing', 'ba'],
+    keywords: ['airplane', '737 max', 'defense', 'space', 'starliner'],
+    sector: 'Defense',
+    related: ['AIR.PA', 'LMT'],
+  },
+  {
+    id: 'GD',
+    type: 'company',
+    name: 'General Dynamics',
+    aliases: ['general dynamics', 'gd'],
+    keywords: ['submarine', 'tank', 'abrams', 'gulfstream', 'defense'],
+    sector: 'Defense',
+    related: ['LMT', 'HII'],
+  },
+  {
+    id: 'RHM.DE',
+    type: 'company',
+    name: 'Rheinmetall AG',
+    aliases: ['rheinmetall', 'rhm'],
+    keywords: ['tank', 'leopard', 'ammunition', 'defense', 'germany'],
+    sector: 'Defense',
+    related: ['KMW', 'BAE.L'],
+  },
+  {
+    id: 'AIR.PA',
+    type: 'company',
+    name: 'Airbus SE',
+    aliases: ['airbus', 'eads'],
+    keywords: ['airplane', 'defense', 'helicopter', 'space', 'europe'],
+    sector: 'Defense',
+    related: ['BA', 'SAF.PA'],
+  },
+
+  // ============================================================================
+  // SEMICONDUCTORS & CRITICAL TECH (GLOBAL)
+  // ============================================================================
+  {
+    id: 'ASML',
+    type: 'company',
+    name: 'ASML Holding',
+    aliases: ['asml'],
+    keywords: ['lithography', 'euv', 'duv', 'chip equipment', 'semiconductor'],
+    sector: 'Technology',
+    related: ['TSM', 'INTC', 'SAMSUNG'],
+  },
+  {
+    id: '005930.KS',
+    type: 'company',
+    name: 'Samsung Electronics',
+    aliases: ['samsung', 'samsung electronics'],
+    keywords: ['memory', 'chip', 'phone', 'display', 'foundry'],
+    sector: 'Technology',
+    related: ['SK hynix', 'AAPL', 'TSM'],
+  },
+
+  // ============================================================================
+  // CRITICAL MINERALS
+  // ============================================================================
+  {
+    id: 'ALB',
+    type: 'company',
+    name: 'Albemarle',
+    aliases: ['albemarle', 'alb'],
+    keywords: ['lithium', 'battery', 'ev', 'mining'],
+    sector: 'Materials',
+    related: ['SQM', 'TSLA'],
+  },
+  {
+    id: 'SQM',
+    type: 'company',
+    name: 'SQM',
+    aliases: ['sqm', 'sociedad quimica'],
+    keywords: ['lithium', 'chile', 'mining', 'battery'],
+    sector: 'Materials',
+    related: ['ALB'],
+  },
+  {
+    id: 'MP',
+    type: 'company',
+    name: 'MP Materials',
+    aliases: ['mp materials', 'mountain pass'],
+    keywords: ['rare earth', 'neodymium', 'magnet', 'mining', 'china alternative'],
+    sector: 'Materials',
+    related: ['ARE'],
+  },
+  {
+    id: 'FCX',
+    type: 'company',
+    name: 'Freeport-McMoRan',
+    aliases: ['freeport', 'fcx'],
+    keywords: ['copper', 'gold', 'mining', 'indonesia', 'grasberg'],
+    sector: 'Materials',
+    related: ['SCCO', 'RIO'],
+  },
+
+  // ============================================================================
+  // FINANCIAL SERVICES
+  // ============================================================================
+  {
+    id: 'BRK-B',
+    type: 'company',
+    name: 'Berkshire Hathaway',
+    aliases: ['berkshire', 'berkshire hathaway', 'brk', 'warren buffett', 'buffett', 'charlie munger'],
+    keywords: ['insurance', 'investing', 'conglomerate', 'value'],
+    sector: 'Finance',
+    related: ['JPM', 'BAC', 'GS'],
+  },
+  {
+    id: 'JPM',
+    type: 'company',
+    name: 'JPMorgan Chase',
+    aliases: ['jpmorgan', 'jp morgan', 'jpm', 'chase', 'jamie dimon', 'dimon'],
+    keywords: ['bank', 'banking', 'investment bank', 'credit', 'loans', 'interest rate'],
+    sector: 'Finance',
+    related: ['BAC', 'GS', 'MS', 'C'],
+  },
+  {
+    id: 'V',
+    type: 'company',
+    name: 'Visa Inc.',
+    aliases: ['visa'],
+    keywords: ['payments', 'credit card', 'debit', 'transaction', 'fintech'],
+    sector: 'Finance',
+    related: ['MA', 'AXP', 'PYPL'],
+  },
+  {
+    id: 'MA',
+    type: 'company',
+    name: 'Mastercard Inc.',
+    aliases: ['mastercard', 'master card'],
+    keywords: ['payments', 'credit card', 'debit', 'transaction', 'fintech'],
+    sector: 'Finance',
+    related: ['V', 'AXP', 'PYPL'],
+  },
+  {
+    id: 'BAC',
+    type: 'company',
+    name: 'Bank of America',
+    aliases: ['bank of america', 'bofa', 'bac', 'boa'],
+    keywords: ['bank', 'banking', 'mortgage', 'loans', 'credit', 'interest rate'],
+    sector: 'Finance',
+    related: ['JPM', 'WFC', 'C'],
+  },
+
+  // ============================================================================
+  // HEALTHCARE
+  // ============================================================================
+  {
+    id: 'LLY',
+    type: 'company',
+    name: 'Eli Lilly',
+    aliases: ['eli lilly', 'lilly', 'lly'],
+    keywords: ['pharma', 'drug', 'ozempic', 'diabetes', 'obesity', 'weight loss', 'mounjaro', 'zepbound'],
+    sector: 'Healthcare',
+    related: ['NVO', 'PFE', 'MRK', 'JNJ'],
+  },
+  {
+    id: 'UNH',
+    type: 'company',
+    name: 'UnitedHealth Group',
+    aliases: ['unitedhealth', 'united health', 'unh', 'optum'],
+    keywords: ['insurance', 'healthcare', 'managed care', 'medicare', 'medicaid'],
+    sector: 'Healthcare',
+    related: ['CVS', 'CI', 'HUM'],
+  },
+  {
+    id: 'NVO',
+    type: 'company',
+    name: 'Novo Nordisk',
+    aliases: ['novo nordisk', 'novo', 'nvo'],
+    keywords: ['pharma', 'drug', 'ozempic', 'wegovy', 'diabetes', 'obesity', 'glp-1', 'weight loss'],
+    sector: 'Healthcare',
+    related: ['LLY', 'PFE', 'MRK'],
+  },
+  {
+    id: 'JNJ',
+    type: 'company',
+    name: 'Johnson & Johnson',
+    aliases: ['johnson johnson', 'j&j', 'jnj', 'johnson and johnson'],
+    keywords: ['pharma', 'medical devices', 'consumer health', 'vaccine'],
+    sector: 'Healthcare',
+    related: ['PFE', 'MRK', 'ABT'],
+  },
+
+  // ============================================================================
+  // ENERGY
+  // ============================================================================
+  {
+    id: 'XOM',
+    type: 'company',
+    name: 'Exxon Mobil',
+    aliases: ['exxon', 'exxonmobil', 'exxon mobil', 'xom', 'mobil'],
+    keywords: ['oil', 'gas', 'drilling', 'refinery', 'petroleum', 'energy', 'fossil fuel'],
+    sector: 'Energy',
+    related: ['CVX', 'COP', 'CL=F'],
+  },
+
+  // ============================================================================
+  // CONSUMER / RETAIL
+  // ============================================================================
+  {
+    id: 'TSLA',
+    type: 'company',
+    name: 'Tesla Inc.',
+    aliases: ['tesla', 'tsla', 'elon musk', 'musk'],
+    keywords: ['ev', 'electric vehicle', 'battery', 'autopilot', 'fsd', 'robotaxi', 'energy storage', 'solar'],
+    sector: 'Consumer',
+    related: ['RIVN', 'LCID', 'F', 'GM'],
+  },
+  {
+    id: 'WMT',
+    type: 'company',
+    name: 'Walmart Inc.',
+    aliases: ['walmart', 'wmt', 'wal-mart'],
+    keywords: ['retail', 'grocery', 'ecommerce', 'stores', 'consumer', 'discount'],
+    sector: 'Consumer',
+    related: ['COST', 'TGT', 'AMZN'],
+  },
+  {
+    id: 'COST',
+    type: 'company',
+    name: 'Costco Wholesale',
+    aliases: ['costco', 'cost'],
+    keywords: ['retail', 'wholesale', 'membership', 'grocery', 'warehouse'],
+    sector: 'Consumer',
+    related: ['WMT', 'TGT', 'BJ'],
+  },
+  {
+    id: 'HD',
+    type: 'company',
+    name: 'Home Depot',
+    aliases: ['home depot', 'hd', 'homedepot'],
+    keywords: ['retail', 'home improvement', 'construction', 'housing', 'diy'],
+    sector: 'Consumer',
+    related: ['LOW', 'WMT'],
+  },
+  {
+    id: 'PG',
+    type: 'company',
+    name: 'Procter & Gamble',
+    aliases: ['procter gamble', 'p&g', 'pg', 'procter & gamble', 'procter and gamble'],
+    keywords: ['consumer goods', 'household', 'personal care', 'detergent', 'beauty'],
+    sector: 'Consumer',
+    related: ['KO', 'PEP', 'CL', 'UL'],
+  },
+
+  // ============================================================================
+  // SECTORS (ETFs)
+  // ============================================================================
+  {
+    id: 'XLK',
+    type: 'sector',
+    name: 'Technology Select Sector',
+    aliases: ['tech sector', 'technology sector', 'xlk'],
+    keywords: ['tech', 'software', 'hardware', 'it'],
+    related: ['AAPL', 'MSFT', 'NVDA'],
+  },
+  {
+    id: 'XLF',
+    type: 'sector',
+    name: 'Financial Select Sector',
+    aliases: ['finance sector', 'financial sector', 'xlf', 'banks'],
+    keywords: ['bank', 'insurance', 'financial'],
+    related: ['JPM', 'BAC', 'V'],
+  },
+  {
+    id: 'XLE',
+    type: 'sector',
+    name: 'Energy Select Sector',
+    aliases: ['energy sector', 'xle', 'oil stocks'],
+    keywords: ['oil', 'gas', 'energy', 'drilling'],
+    related: ['XOM', 'CVX', 'CL=F'],
+  },
+  {
+    id: 'XLV',
+    type: 'sector',
+    name: 'Health Care Select Sector',
+    aliases: ['healthcare sector', 'health sector', 'xlv', 'pharma stocks'],
+    keywords: ['pharma', 'biotech', 'healthcare', 'medical'],
+    related: ['LLY', 'UNH', 'JNJ'],
+  },
+  {
+    id: 'SMH',
+    type: 'sector',
+    name: 'Semiconductor ETF',
+    aliases: ['semis', 'semiconductor sector', 'smh', 'chip stocks'],
+    keywords: ['chip', 'semiconductor', 'foundry', 'fab'],
+    related: ['NVDA', 'TSM', 'AVGO', 'AMD'],
+  },
+
+  // ============================================================================
+  // COMMODITIES
+  // ============================================================================
+  {
+    id: '^VIX',
+    type: 'commodity',
+    name: 'VIX Volatility Index',
+    aliases: ['vix', 'fear index', 'volatility'],
+    keywords: ['volatility', 'fear', 'uncertainty', 'hedging', 'options'],
+    related: ['^GSPC'],
+  },
+  {
+    id: 'GC=F',
+    type: 'commodity',
+    name: 'Gold Futures',
+    aliases: ['gold', 'xau', 'bullion'],
+    keywords: ['precious metal', 'safe haven', 'inflation hedge', 'bullion', 'jewelry'],
+    related: ['SI=F', 'GLD'],
+  },
+  {
+    id: 'CL=F',
+    type: 'commodity',
+    name: 'Crude Oil WTI',
+    aliases: ['oil', 'crude', 'wti', 'crude oil', 'petroleum', 'brent'],
+    keywords: ['opec', 'drilling', 'refinery', 'barrel', 'pipeline', 'energy', 'gasoline', 'fuel'],
+    related: ['NG=F', 'XOM', 'CVX', 'XLE'],
+  },
+  {
+    id: 'NG=F',
+    type: 'commodity',
+    name: 'Natural Gas Futures',
+    aliases: ['natural gas', 'natgas', 'gas'],
+    keywords: ['lng', 'pipeline', 'heating', 'energy', 'utility'],
+    related: ['CL=F', 'XLE'],
+  },
+  {
+    id: 'SI=F',
+    type: 'commodity',
+    name: 'Silver Futures',
+    aliases: ['silver', 'xag'],
+    keywords: ['precious metal', 'industrial metal', 'solar', 'electronics'],
+    related: ['GC=F', 'HG=F'],
+  },
+  {
+    id: 'HG=F',
+    type: 'commodity',
+    name: 'Copper Futures',
+    aliases: ['copper'],
+    keywords: ['industrial metal', 'construction', 'wiring', 'ev', 'infrastructure'],
+    related: ['SI=F', 'GC=F'],
+  },
+
+  // ============================================================================
+  // CRYPTO (IDs match CRYPTO_IDS in markets.ts)
+  // ============================================================================
+  {
+    id: 'bitcoin',
+    type: 'crypto',
+    name: 'Bitcoin',
+    aliases: ['bitcoin', 'btc', 'satoshi'],
+    keywords: ['cryptocurrency', 'blockchain', 'digital currency', 'halving', 'btc mining'],
+    related: ['ethereum', 'solana'],
+  },
+  {
+    id: 'ethereum',
+    type: 'crypto',
+    name: 'Ethereum',
+    aliases: ['ethereum', 'eth', 'ether', 'vitalik'],
+    keywords: ['smart contract', 'defi', 'nft', 'blockchain', 'eth gas'],
+    related: ['bitcoin', 'solana'],
+  },
+  {
+    id: 'solana',
+    type: 'crypto',
+    name: 'Solana',
+    aliases: ['solana', 'sol token'],
+    keywords: ['blockchain', 'defi', 'nft', 'solana network'],
+    related: ['bitcoin', 'ethereum'],
+  },
+
+  // ============================================================================
+  // KEY COUNTRIES (for geopolitical correlation)
+  // ============================================================================
+  {
+    id: 'CN',
+    type: 'country',
+    name: 'China',
+    aliases: ['china', 'chinese', 'beijing', 'prc', 'xi jinping'],
+    keywords: ['trade war', 'tariff', 'ccp', 'pla', 'taiwan strait', 'south china sea', 'yuan', 'rmb'],
+    related: ['TW', 'TSM', 'BABA'],
+  },
+  {
+    id: 'TW',
+    type: 'country',
+    name: 'Taiwan',
+    aliases: ['taiwan', 'taiwanese', 'taipei', 'roc'],
+    keywords: ['strait', 'semiconductor', 'chip', 'invasion', 'blockade'],
+    related: ['CN', 'TSM', 'NVDA'],
+  },
+  {
+    id: 'RU',
+    type: 'country',
+    name: 'Russia',
+    aliases: ['russia', 'russian', 'moscow', 'kremlin', 'putin', 'vladimir putin'],
+    keywords: ['sanctions', 'ukraine', 'war', 'gas', 'oil', 'nato', 'nuclear'],
+    related: ['UA', 'CL=F', 'NG=F'],
+  },
+  {
+    id: 'UA',
+    type: 'country',
+    name: 'Ukraine',
+    aliases: ['ukraine', 'ukrainian', 'kyiv', 'kiev', 'zelenskyy', 'zelensky'],
+    keywords: ['war', 'invasion', 'grain', 'nato', 'aid', 'defense'],
+    related: ['RU', 'CL=F', 'GC=F'],
+  },
+  {
+    id: 'IR',
+    type: 'country',
+    name: 'Iran',
+    aliases: ['iran', 'iranian', 'tehran', 'khamenei', 'irgc'],
+    keywords: ['sanctions', 'nuclear', 'oil', 'strait of hormuz', 'proxy', 'hezbollah', 'houthi'],
+    related: ['IL', 'CL=F', 'SA'],
+  },
+  {
+    id: 'IL',
+    type: 'country',
+    name: 'Israel',
+    aliases: ['israel', 'israeli', 'tel aviv', 'jerusalem', 'netanyahu', 'idf'],
+    keywords: ['gaza', 'hamas', 'hezbollah', 'iran', 'defense', 'war', 'middle east'],
+    related: ['IR', 'CL=F'],
+  },
+  {
+    id: 'SA',
+    type: 'country',
+    name: 'Saudi Arabia',
+    aliases: ['saudi', 'saudi arabia', 'riyadh', 'mbs', 'aramco'],
+    keywords: ['opec', 'oil', 'production', 'cut', 'crude', 'energy'],
+    related: ['CL=F', 'IR', 'XOM'],
+  },
+  {
+    id: 'AE',
+    type: 'country',
+    name: 'UAE',
+    aliases: ['uae', 'united arab emirates', 'emirates', 'abu dhabi', 'dubai', 'mbz'],
+    keywords: ['oil', 'trade', 'g42', 'ai', 'logistics', 'dp world'],
+    related: ['SA', 'CL=F', 'MSFT'],
+  },
+  {
+    id: 'QA',
+    type: 'country',
+    name: 'Qatar',
+    aliases: ['qatar', 'doha', 'al thani'],
+    keywords: ['lng', 'gas', 'mediator', 'hamas', 'al udeid', 'energy'],
+    related: ['NG=F', 'XOM', 'US'],
+  },
+  {
+    id: 'TR',
+    type: 'country',
+    name: 'Turkey',
+    aliases: ['turkey', 'turkiye', 'erdogan', 'ankara'],
+    keywords: ['nato', 'bosphorus', 'drone', 'bayraktar', 'kurds', 'lira'],
+    related: ['RU', 'UA', 'RHM.DE'],
+  },
+  {
+    id: 'EG',
+    type: 'country',
+    name: 'Egypt',
+    aliases: ['egypt', 'cairo', 'sisi'],
+    keywords: ['suez canal', 'gaza', 'rafah', 'imf', 'debt', 'tourism'],
+    related: ['IL', 'SA', 'AE'],
+  },
+];
+
+export function getEntityById(id: string): EntityEntry | undefined {
+  return ENTITY_REGISTRY.find(e => e.id === id);
+}
diff --git a/src/config/feeds.ts b/src/config/feeds.ts
index 94b3f2f85..9f8e8ac73 100644
--- a/src/config/feeds.ts
+++ b/src/config/feeds.ts
@@ -1,4 +1,17 @@
 import type { Feed } from '@/types';
+import { SITE_VARIANT } from './variant';
+
+// Helper to create RSS proxy URL (Vercel)
+const rss = (url: string) => `/api/rss-proxy?url=${encodeURIComponent(url)}`;
+
+// Railway proxy for feeds blocked by Vercel IPs (UN News, CISA, etc.)
+// Reuses VITE_WS_RELAY_URL which is already configured for AIS/OpenSky
+const wsRelayUrl = import.meta.env.VITE_WS_RELAY_URL || '';
+const railwayBaseUrl = wsRelayUrl
+  ? wsRelayUrl.replace('wss://', 'https://').replace('ws://', 'http://').replace(/\/$/, '')
+  : '';
+const railwayRss = (url: string) =>
+  railwayBaseUrl ? `${railwayBaseUrl}/rss?url=${encodeURIComponent(url)}` : rss(url);
 
 // Source tier system for prioritization (lower = more authoritative)
 // Tier 1: Wire services - fastest, most reliable breaking news
@@ -18,19 +31,22 @@ export const SOURCE_TIERS: Record<string, number> = {
   'Guardian World': 2,
   'Guardian ME': 2,
   'NPR News': 2,
-  'CNN Middle East': 2,
+  'CNN World': 2,
   'CNBC': 2,
   'MarketWatch': 2,
   'Al Jazeera': 2,
   'Financial Times': 2,
+  'Politico': 2,
   'Reuters World': 1,
   'Reuters Business': 1,
   'OpenAI News': 3,
 
-  // Tier 1.5 - Official Government Sources
+  // Tier 1 - Official Government & International Orgs
   'White House': 1,
   'State Dept': 1,
   'Pentagon': 1,
+  'UN News': 1,
+  'CISA': 1,
   'Treasury': 2,
   'DOJ': 2,
   'DHS': 2,
@@ -41,6 +57,8 @@ export const SOURCE_TIERS: Record<string, number> = {
   'Defense One': 3,
   'Breaking Defense': 3,
   'The War Zone': 3,
+  'Defense News': 3,
+  'Janes': 3,
   'Foreign Policy': 3,
   'The Diplomat': 3,
   'Bellingcat': 3,
@@ -49,15 +67,145 @@ export const SOURCE_TIERS: Record<string, number> = {
   'SEC': 3,
   'MIT Tech Review': 3,
   'Ars Technica': 3,
+  'Atlantic Council': 3,
+  'Foreign Affairs': 3,
+  'CrisisWatch': 3,
+  'CSIS': 3,
+  'RAND': 3,
+  'Brookings': 3,
+  'Carnegie': 3,
+  'IAEA': 1,
+  'WHO': 1,
+  'UNHCR': 1,
+  'Xinhua': 3,
+  'TASS': 3,
+  'Layoffs.fyi': 3,
+
+  // Tier 2 - Premium Startup/VC Sources
+  'Y Combinator Blog': 2,
+  'a16z Blog': 2,
+  'Sequoia Blog': 2,
+  'Crunchbase News': 2,
+  'CB Insights': 2,
+  'PitchBook News': 2,
+  'The Information': 2,
+
+  // Tier 3 - Regional/Specialty Startup Sources
+  'EU Startups': 3,
+  'Tech.eu': 3,
+  'Sifted (Europe)': 3,
+  'The Next Web': 3,
+  'Tech in Asia': 3,
+  'TechCabal (Africa)': 3,
+  'Inc42 (India)': 3,
+  'YourStory': 3,
+  'Paul Graham Essays': 2,
+  'Stratechery': 2,
+  // Asia - Regional
+  'e27 (SEA)': 3,
+  'DealStreetAsia': 3,
+  'Pandaily (China)': 3,
+  '36Kr English': 3,
+  'TechNode (China)': 3,
+  'China Tech News': 3,
+  'The Bridge (Japan)': 3,
+  'Japan Tech News': 3,
+  'Nikkei Tech': 2,
+  'Korea Tech News': 3,
+  'KED Global': 3,
+  'Entrackr (India)': 3,
+  'India Tech News': 3,
+  'Taiwan Tech News': 3,
+  'GloNewswire (Taiwan)': 4,
+  // LATAM
+  'LATAM Tech News': 3,
+  'Startups.co (LATAM)': 3,
+  'Contxto (LATAM)': 3,
+  'Brazil Tech News': 3,
+  'Mexico Tech News': 3,
+  'LATAM Fintech': 3,
+  // Africa & MENA
+  'Disrupt Africa': 3,
+  'Wamda (MENA)': 3,
+  'Magnitt': 3,
+
+  // Tier 3 - Think Tanks
+  'Brookings Tech': 3,
+  'CSIS Tech': 3,
+  'MIT Tech Policy': 3,
+  'Stanford HAI': 2,
+  'AI Now Institute': 3,
+  'OECD Digital': 2,
+  'Bruegel (EU)': 3,
+  'Chatham House Tech': 3,
+  'ISEAS (Singapore)': 3,
+  'ORF Tech (India)': 3,
+  'RIETI (Japan)': 3,
+  'Lowy Institute': 3,
+  'China Tech Analysis': 3,
+  'DigiChina': 2,
+  // Security/Defense Think Tanks
+  'RUSI': 2,
+  'Wilson Center': 3,
+  'GMF': 3,
+  'Stimson Center': 3,
+  'CNAS': 2,
+  // Nuclear & Arms Control
+  'Arms Control Assn': 2,
+  'Bulletin of Atomic Scientists': 2,
+  // Food Security
+  'FAO GIEWS': 2,
+  'EU ISS': 3,
+  // New verified think tanks
+  'War on the Rocks': 2,
+  'AEI': 3,
+  'Responsible Statecraft': 3,
+  'FPRI': 3,
+  'Jamestown': 3,
+
+  // Tier 3 - Policy Sources
+  'Politico Tech': 2,
+  'AI Regulation': 3,
+  'Tech Antitrust': 3,
+  'EFF News': 3,
+  'EU Digital Policy': 3,
+  'Euractiv Digital': 3,
+  'EU Commission Digital': 2,
+  'China Tech Policy': 3,
+  'UK Tech Policy': 3,
+  'India Tech Policy': 3,
+
+  // Tier 2-3 - Podcasts & Newsletters
+  'Acquired Podcast': 2,
+  'All-In Podcast': 2,
+  'a16z Podcast': 2,
+  'This Week in Startups': 3,
+  'The Twenty Minute VC': 2,
+  'Lex Fridman Tech': 3,
+  'The Vergecast': 3,
+  'Decoder (Verge)': 3,
+  'Hard Fork (NYT)': 2,
+  'Pivot (Vox)': 2,
+  'Benedict Evans': 2,
+  'The Pragmatic Engineer': 2,
+  'Lenny Newsletter': 2,
+  'AI Podcast (NVIDIA)': 3,
+  'Gradient Dissent': 3,
+  'Eye on AI': 3,
+  'How I Built This': 2,
+  'Masters of Scale': 2,
+  'The Pitch': 3,
 
   // Tier 4 - Aggregators
   'Hacker News': 4,
   'The Verge': 4,
+  'The Verge AI': 4,
   'VentureBeat AI': 4,
   'Yahoo Finance': 4,
   'TechCrunch Layoffs': 4,
-  'Hugging Face': 4,
   'ArXiv AI': 4,
+  'AI News': 4,
+  'Layoffs News': 4,
 };
 
 export function getSourceTier(sourceName: string): number {
@@ -71,21 +219,27 @@ export const SOURCE_TYPES: Record<string, SourceType> = {
   'Reuters': 'wire', 'Reuters World': 'wire', 'Reuters Business': 'wire',
   'AP News': 'wire', 'AFP': 'wire', 'Bloomberg': 'wire',
 
-  // Government sources
+  // Government & International Org sources
   'White House': 'gov', 'State Dept': 'gov', 'Pentagon': 'gov',
   'Treasury': 'gov', 'DOJ': 'gov', 'DHS': 'gov', 'CDC': 'gov',
   'FEMA': 'gov', 'Federal Reserve': 'gov', 'SEC': 'gov',
+  'UN News': 'gov', 'CISA': 'gov',
 
   // Intel/Defense specialty
   'Defense One': 'intel', 'Breaking Defense': 'intel', 'The War Zone': 'intel',
-  'Defense News': 'intel', 'Bellingcat': 'intel', 'Krebs Security': 'intel',
+  'Defense News': 'intel', 'Janes': 'intel', 'Bellingcat': 'intel', 'Krebs Security': 'intel',
   'Foreign Policy': 'intel', 'The Diplomat': 'intel',
+  'Atlantic Council': 'intel', 'Foreign Affairs': 'intel',
+  'CrisisWatch': 'intel',
+  'CSIS': 'intel', 'RAND': 'intel', 'Brookings': 'intel', 'Carnegie': 'intel',
+  'IAEA': 'gov', 'WHO': 'gov', 'UNHCR': 'gov',
+  'Xinhua': 'wire', 'TASS': 'wire',
 
   // Mainstream outlets
   'BBC World': 'mainstream', 'BBC Middle East': 'mainstream',
   'Guardian World': 'mainstream', 'Guardian ME': 'mainstream',
   'NPR News': 'mainstream', 'Al Jazeera': 'mainstream',
-  'CNN Middle East': 'mainstream',
+  'CNN World': 'mainstream', 'Politico': 'mainstream',
 
   // Market/Finance
   'CNBC': 'market', 'MarketWatch': 'market', 'Yahoo Finance': 'market',
@@ -93,88 +247,499 @@ export const SOURCE_TYPES: Record<string, SourceType> = {
 
   // Tech
   'Hacker News': 'tech', 'Ars Technica': 'tech', 'The Verge': 'tech',
-  'MIT Tech Review': 'tech', 'TechCrunch Layoffs': 'tech',
-  'AI News': 'tech', 'Hugging Face': 'tech', 'ArXiv AI': 'tech',
-  'VentureBeat AI': 'tech', 'OpenAI News': 'tech',
+  'The Verge AI': 'tech', 'MIT Tech Review': 'tech', 'TechCrunch Layoffs': 'tech',
+  'AI News': 'tech', 'ArXiv AI': 'tech', 'VentureBeat AI': 'tech',
+  'Layoffs.fyi': 'tech', 'Layoffs News': 'tech',
+
+  // Regional Tech Startups
+  'EU Startups': 'tech', 'Tech.eu': 'tech', 'Sifted (Europe)': 'tech',
+  'The Next Web': 'tech', 'Tech in Asia': 'tech', 'e27 (SEA)': 'tech',
+  'DealStreetAsia': 'tech', 'Pandaily (China)': 'tech', '36Kr English': 'tech',
+  'TechNode (China)': 'tech', 'The Bridge (Japan)': 'tech', 'Nikkei Tech': 'tech',
+  'Inc42 (India)': 'tech', 'YourStory': 'tech', 'TechCabal (Africa)': 'tech',
+  'Disrupt Africa': 'tech', 'Wamda (MENA)': 'tech', 'Magnitt': 'tech',
+
+  // Think Tanks & Policy
+  'Brookings Tech': 'intel', 'CSIS Tech': 'intel', 'Stanford HAI': 'intel',
+  'AI Now Institute': 'intel', 'OECD Digital': 'intel', 'Bruegel (EU)': 'intel',
+  'Chatham House Tech': 'intel', 'DigiChina': 'intel', 'Lowy Institute': 'intel',
+  'EFF News': 'intel', 'Politico Tech': 'intel',
+  // Security/Defense Think Tanks
+  'RUSI': 'intel', 'Wilson Center': 'intel', 'GMF': 'intel',
+  'Stimson Center': 'intel', 'CNAS': 'intel',
+  // Nuclear & Arms Control
+  'Arms Control Assn': 'intel', 'Bulletin of Atomic Scientists': 'intel',
+  // Food Security & Regional
+  'FAO GIEWS': 'gov', 'EU ISS': 'intel',
+  // New verified think tanks
+  'War on the Rocks': 'intel', 'AEI': 'intel', 'Responsible Statecraft': 'intel',
+  'FPRI': 'intel', 'Jamestown': 'intel',
+
+  // Podcasts & Newsletters
+  'Acquired Podcast': 'tech', 'All-In Podcast': 'tech', 'a16z Podcast': 'tech',
+  'This Week in Startups': 'tech', 'The Twenty Minute VC': 'tech',
+  'Hard Fork (NYT)': 'tech', 'Pivot (Vox)': 'tech', 'Stratechery': 'tech',
+  'Benedict Evans': 'tech', 'How I Built This': 'tech', 'Masters of Scale': 'tech',
 };
 
 export function getSourceType(sourceName: string): SourceType {
   return SOURCE_TYPES[sourceName] ?? 'other';
 }
 
-export const FEEDS: Record<string, Feed[]> = {
+// Propaganda risk assessment for sources (Quick Win #5)
+// 'high' = State-controlled media, known to push government narratives
+// 'medium' = State-affiliated or known editorial bias toward specific governments
+// 'low' = Independent journalism with editorial standards
+export type PropagandaRisk = 'low' | 'medium' | 'high';
+
+export interface SourceRiskProfile {
+  risk: PropagandaRisk;
+  stateAffiliated?: string;
+  knownBiases?: string[];
+  note?: string;
+}
+
+export const SOURCE_PROPAGANDA_RISK: Record<string, SourceRiskProfile> = {
+  // High risk - State-controlled media
+  'Xinhua': { risk: 'high', stateAffiliated: 'China', note: 'Official CCP news agency' },
+  'TASS': { risk: 'high', stateAffiliated: 'Russia', note: 'Russian state news agency' },
+  'RT': { risk: 'high', stateAffiliated: 'Russia', note: 'Russian state media, banned in EU' },
+  'Sputnik': { risk: 'high', stateAffiliated: 'Russia', note: 'Russian state media' },
+  'CGTN': { risk: 'high', stateAffiliated: 'China', note: 'Chinese state broadcaster' },
+  'Press TV': { risk: 'high', stateAffiliated: 'Iran', note: 'Iranian state media' },
+  'KCNA': { risk: 'high', stateAffiliated: 'North Korea', note: 'North Korean state media' },
+
+  // Medium risk - State-affiliated or known bias
+  'Al Jazeera': { risk: 'medium', stateAffiliated: 'Qatar', note: 'Qatari state-funded, independent editorial' },
+  'Al Arabiya': { risk: 'medium', stateAffiliated: 'Saudi Arabia', note: 'Saudi-owned, reflects Gulf perspective' },
+  'TRT World': { risk: 'medium', stateAffiliated: 'Turkey', note: 'Turkish state broadcaster' },
+  'France 24': { risk: 'medium', stateAffiliated: 'France', note: 'French state-funded, editorially independent' },
+  'DW News': { risk: 'medium', stateAffiliated: 'Germany', note: 'German state-funded, editorially independent' },
+  'Voice of America': { risk: 'medium', stateAffiliated: 'USA', note: 'US government-funded' },
+  'Kyiv Independent': { risk: 'medium', knownBiases: ['Pro-Ukraine'], note: 'Ukrainian perspective on Russia-Ukraine war' },
+  'Moscow Times': { risk: 'medium', knownBiases: ['Anti-Kremlin'], note: 'Independent, critical of Russian government' },
+
+  // Low risk - Independent with editorial standards (explicit)
+  'Reuters': { risk: 'low', note: 'Wire service, strict editorial standards' },
+  'AP News': { risk: 'low', note: 'Wire service, nonprofit cooperative' },
+  'AFP': { risk: 'low', note: 'Wire service, editorially independent' },
+  'BBC World': { risk: 'low', note: 'Public broadcaster, editorial independence charter' },
+  'BBC Middle East': { risk: 'low', note: 'Public broadcaster, editorial independence charter' },
+  'Guardian World': { risk: 'low', knownBiases: ['Center-left'], note: 'Scott Trust ownership, no shareholders' },
+  'Financial Times': { risk: 'low', note: 'Business focus, Nikkei-owned' },
+  'Bellingcat': { risk: 'low', note: 'Open-source investigations, methodology transparent' },
+};
+
+export function getSourcePropagandaRisk(sourceName: string): SourceRiskProfile {
+  return SOURCE_PROPAGANDA_RISK[sourceName] ?? { risk: 'low' };
+}
+
+export function isStateAffiliatedSource(sourceName: string): boolean {
+  const profile = SOURCE_PROPAGANDA_RISK[sourceName];
+  return !!profile?.stateAffiliated;
+}
+
+const FULL_FEEDS: Record<string, Feed[]> = {
   politics: [
-    { name: 'BBC World', url: '/rss/bbc/news/world/rss.xml' },
-    { name: 'NPR News', url: '/rss/npr/1001/rss.xml' },
-    { name: 'Guardian World', url: '/rss/guardian/world/rss' },
-    { name: 'AP News', url: '/rss/googlenews/rss/search?q=site:apnews.com&hl=en-US&gl=US&ceid=US:en' },
-    { name: 'The Diplomat', url: '/rss/diplomat/feed/' },
-    { name: 'Reuters World', url: '/rss/googlenews/rss/search?q=site:reuters.com+world&hl=en-US&gl=US&ceid=US:en' },
+    { name: 'BBC World', url: rss('https://feeds.bbci.co.uk/news/world/rss.xml') },
+    { name: 'NPR News', url: rss('https://feeds.npr.org/1001/rss.xml') },
+    { name: 'Guardian World', url: rss('https://www.theguardian.com/world/rss') },
+    { name: 'AP News', url: rss('https://news.google.com/rss/search?q=site:apnews.com&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Reuters World', url: rss('https://news.google.com/rss/search?q=site:reuters.com+world&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Politico', url: rss('https://www.politico.com/rss/politicopicks.xml') },
+    { name: 'The Diplomat', url: rss('https://thediplomat.com/feed/') },
   ],
   middleeast: [
-    { name: 'BBC Middle East', url: '/rss/bbc/news/world/middle_east/rss.xml' },
-    { name: 'Al Jazeera', url: '/rss/aljazeera/xml/rss/all.xml' },
-    { name: 'Guardian ME', url: '/rss/guardian/world/middleeast/rss' },
-    { name: 'CNN Middle East', url: '/rss/cnn/rss/edition_meast.rss' },
+    { name: 'BBC Middle East', url: rss('https://feeds.bbci.co.uk/news/world/middle_east/rss.xml') },
+    { name: 'Al Jazeera', url: rss('https://www.aljazeera.com/xml/rss/all.xml') },
+    // AlArabiya blocks cloud IPs (Cloudflare), use Google News fallback
+    { name: 'Al Arabiya', url: rss('https://news.google.com/rss/search?q=site:english.alarabiya.net+when:2d&hl=en-US&gl=US&ceid=US:en') },
+    // Arab News and Times of Israel removed — 403 from cloud IPs
+    { name: 'Guardian ME', url: rss('https://www.theguardian.com/world/middleeast/rss') },
+    { name: 'CNN World', url: rss('http://rss.cnn.com/rss/cnn_world.rss') },
   ],
   tech: [
-    { name: 'Hacker News', url: '/rss/hn/frontpage' },
-    { name: 'Ars Technica', url: '/rss/arstechnica/arstechnica/technology-lab' },
-    { name: 'The Verge', url: '/rss/verge/rss/index.xml' },
-    { name: 'MIT Tech Review', url: '/rss/techreview/feed/' },
+    { name: 'Hacker News', url: rss('https://hnrss.org/frontpage') },
+    { name: 'Ars Technica', url: rss('https://feeds.arstechnica.com/arstechnica/technology-lab') },
+    { name: 'The Verge', url: rss('https://www.theverge.com/rss/index.xml') },
+    { name: 'MIT Tech Review', url: rss('https://www.technologyreview.com/feed/') },
   ],
   ai: [
-    { name: 'AI News', url: '/rss/googlenews/rss/search?q=artificial+intelligence+AI+news&hl=en-US&gl=US&ceid=US:en' },
-    { name: 'Hugging Face', url: '/rss/huggingface/blog/feed.xml' },
-    { name: 'ArXiv AI', url: '/rss/arxiv/rss/cs.AI' },
-    { name: 'VentureBeat AI', url: '/rss/venturebeat/feed/' },
-    { name: 'OpenAI News', url: '/rss/openai/news/rss.xml' },
+    { name: 'AI News', url: rss('https://news.google.com/rss/search?q=(OpenAI+OR+Anthropic+OR+Google+AI+OR+"large+language+model"+OR+ChatGPT)+when:2d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'VentureBeat AI', url: rss('https://venturebeat.com/category/ai/feed/') },
+    { name: 'The Verge AI', url: rss('https://www.theverge.com/rss/ai-artificial-intelligence/index.xml') },
+    { name: 'MIT Tech Review', url: rss('https://www.technologyreview.com/topic/artificial-intelligence/feed') },
+    { name: 'ArXiv AI', url: rss('https://export.arxiv.org/rss/cs.AI') },
   ],
   finance: [
-    { name: 'CNBC', url: '/rss/cnbc/id/100003114/device/rss/rss.html' },
-    { name: 'MarketWatch', url: '/rss/marketwatch/marketwatch/topstories' },
-    { name: 'Yahoo Finance', url: '/rss/yahoonews/news/rssindex' },
-    { name: 'Financial Times', url: '/rss/ft/rss/home' },
-    { name: 'Reuters Business', url: '/rss/googlenews/rss/search?q=site:reuters.com+business+markets&hl=en-US&gl=US&ceid=US:en' },
+    { name: 'CNBC', url: rss('https://www.cnbc.com/id/100003114/device/rss/rss.html') },
+    { name: 'MarketWatch', url: rss('https://feeds.marketwatch.com/marketwatch/topstories') },
+    { name: 'Yahoo Finance', url: rss('https://finance.yahoo.com/news/rssindex') },
+    { name: 'Financial Times', url: rss('https://www.ft.com/rss/home') },
+    { name: 'Reuters Business', url: rss('https://news.google.com/rss/search?q=site:reuters.com+business+markets&hl=en-US&gl=US&ceid=US:en') },
   ],
   gov: [
-    // Many gov sites deprecated RSS - use Google News aggregation
-    { name: 'White House', url: '/rss/googlenews/rss/search?q=site:whitehouse.gov&hl=en-US&gl=US&ceid=US:en' },
-    { name: 'State Dept', url: '/rss/googlenews/rss/search?q=site:state.gov+OR+"State+Department"&hl=en-US&gl=US&ceid=US:en' },
-    { name: 'Pentagon', url: '/rss/googlenews/rss/search?q=site:defense.gov+OR+Pentagon&hl=en-US&gl=US&ceid=US:en' },
-    { name: 'Treasury', url: '/rss/googlenews/rss/search?q=site:treasury.gov+OR+"Treasury+Department"&hl=en-US&gl=US&ceid=US:en' },
-    { name: 'DOJ', url: '/rss/googlenews/rss/search?q=site:justice.gov+OR+"Justice+Department"+DOJ&hl=en-US&gl=US&ceid=US:en' },
-    { name: 'Federal Reserve', url: '/rss/fedreserve/feeds/press_all.xml' },
-    { name: 'SEC', url: '/rss/sec/news/pressreleases.rss' },
-    { name: 'CDC', url: '/rss/googlenews/rss/search?q=site:cdc.gov+OR+CDC+health&hl=en-US&gl=US&ceid=US:en' },
-    { name: 'FEMA', url: '/rss/googlenews/rss/search?q=site:fema.gov+OR+FEMA+emergency&hl=en-US&gl=US&ceid=US:en' },
-    { name: 'DHS', url: '/rss/googlenews/rss/search?q=site:dhs.gov+OR+"Homeland+Security"&hl=en-US&gl=US&ceid=US:en' },
+    { name: 'White House', url: rss('https://news.google.com/rss/search?q=site:whitehouse.gov&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'State Dept', url: rss('https://news.google.com/rss/search?q=site:state.gov+OR+"State+Department"&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Pentagon', url: rss('https://news.google.com/rss/search?q=site:defense.gov+OR+Pentagon&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Treasury', url: rss('https://news.google.com/rss/search?q=site:treasury.gov+OR+"Treasury+Department"&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'DOJ', url: rss('https://news.google.com/rss/search?q=site:justice.gov+OR+"Justice+Department"+DOJ&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Federal Reserve', url: rss('https://www.federalreserve.gov/feeds/press_all.xml') },
+    { name: 'SEC', url: rss('https://www.sec.gov/news/pressreleases.rss') },
+    { name: 'CDC', url: rss('https://news.google.com/rss/search?q=site:cdc.gov+OR+CDC+health&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'FEMA', url: rss('https://news.google.com/rss/search?q=site:fema.gov+OR+FEMA+emergency&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'DHS', url: rss('https://news.google.com/rss/search?q=site:dhs.gov+OR+"Homeland+Security"&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'UN News', url: railwayRss('https://news.un.org/feed/subscribe/en/news/all/rss.xml') },
+    { name: 'CISA', url: railwayRss('https://www.cisa.gov/cybersecurity-advisories/all.xml') },
   ],
   layoffs: [
-    { name: 'TechCrunch Layoffs', url: '/rss/techcrunch/tag/layoffs/feed/' },
-    { name: 'Layoffs News', url: '/rss/googlenews/rss/search?q=tech+layoffs+2026+job+cuts&hl=en-US&gl=US&ceid=US:en' },
+    { name: 'Layoffs.fyi', url: rss('https://layoffs.fyi/feed/') },
+    { name: 'TechCrunch Layoffs', url: rss('https://techcrunch.com/tag/layoffs/feed/') },
+    { name: 'Layoffs News', url: rss('https://news.google.com/rss/search?q=(layoffs+OR+"job+cuts"+OR+"workforce+reduction")+when:3d&hl=en-US&gl=US&ceid=US:en') },
+  ],
+  thinktanks: [
+    { name: 'Foreign Policy', url: rss('https://foreignpolicy.com/feed/') },
+    { name: 'Atlantic Council', url: railwayRss('https://www.atlanticcouncil.org/feed/') },
+    { name: 'Foreign Affairs', url: rss('https://www.foreignaffairs.com/rss.xml') },
+    { name: 'CSIS', url: rss('https://news.google.com/rss/search?q=site:csis.org+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'RAND', url: rss('https://news.google.com/rss/search?q=site:rand.org+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Brookings', url: rss('https://news.google.com/rss/search?q=site:brookings.edu+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Carnegie', url: rss('https://news.google.com/rss/search?q=site:carnegieendowment.org+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    // New verified think tank feeds
+    // War on the Rocks - Defense and national security analysis
+    { name: 'War on the Rocks', url: rss('https://warontherocks.com/feed') },
+    // AEI - American Enterprise Institute (US conservative think tank)
+    { name: 'AEI', url: rss('https://www.aei.org/feed/') },
+    // Responsible Statecraft - Foreign policy analysis (Quincy Institute)
+    { name: 'Responsible Statecraft', url: rss('https://responsiblestatecraft.org/feed/') },
+    // RUSI - Royal United Services Institute (UK defense & security)
+    { name: 'RUSI', url: rss('https://www.rusi.org/rss/latest-commentary.xml') },
+    // FPRI - Foreign Policy Research Institute (US foreign policy)
+    { name: 'FPRI', url: rss('https://www.fpri.org/feed/') },
+    // Jamestown Foundation - Eurasia/China/Terrorism analysis
+    { name: 'Jamestown', url: rss('https://jamestown.org/feed/') },
+  ],
+  crisis: [
+    { name: 'CrisisWatch', url: rss('https://www.crisisgroup.org/rss') },
+    { name: 'IAEA', url: rss('https://www.iaea.org/feeds/topnews') },
+    { name: 'WHO', url: rss('https://www.who.int/rss-feeds/news-english.xml') },
+    { name: 'UNHCR', url: rss('https://news.google.com/rss/search?q=site:unhcr.org+OR+UNHCR+refugees+when:3d&hl=en-US&gl=US&ceid=US:en') },
+  ],
+  regional: [
+    { name: 'Xinhua', url: rss('https://news.google.com/rss/search?q=site:xinhuanet.com+OR+Xinhua+when:1d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'TASS', url: rss('https://news.google.com/rss/search?q=site:tass.com+OR+TASS+Russia+when:1d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Kyiv Independent', url: rss('https://kyivindependent.com/feed/') },
+    { name: 'Moscow Times', url: rss('https://www.themoscowtimes.com/rss/news') },
+  ],
+  africa: [
+    { name: 'Africa News', url: rss('https://news.google.com/rss/search?q=(Africa+OR+Nigeria+OR+Kenya+OR+"South+Africa"+OR+Ethiopia)+when:2d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Sahel Crisis', url: rss('https://news.google.com/rss/search?q=(Sahel+OR+Mali+OR+Niger+OR+"Burkina+Faso"+OR+Wagner)+when:3d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'News24', url: railwayRss('https://feeds.capi24.com/v1/Search/articles/news24/Africa/rss') },
+    { name: 'BBC Africa', url: rss('https://feeds.bbci.co.uk/news/world/africa/rss.xml') },
+  ],
+  latam: [
+    { name: 'Latin America', url: rss('https://news.google.com/rss/search?q=(Brazil+OR+Mexico+OR+Argentina+OR+Venezuela+OR+Colombia)+when:2d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'BBC Latin America', url: rss('https://feeds.bbci.co.uk/news/world/latin_america/rss.xml') },
+    { name: 'Reuters LatAm', url: rss('https://news.google.com/rss/search?q=site:reuters.com+(Brazil+OR+Mexico+OR+Argentina)+when:3d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Guardian Americas', url: rss('https://www.theguardian.com/world/americas/rss') },
+  ],
+  asia: [
+    { name: 'Asia News', url: rss('https://news.google.com/rss/search?q=(China+OR+Japan+OR+Korea+OR+India+OR+ASEAN)+when:2d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'BBC Asia', url: rss('https://feeds.bbci.co.uk/news/world/asia/rss.xml') },
+    { name: 'South China Morning Post', url: railwayRss('https://www.scmp.com/rss/91/feed/') },
+    { name: 'Reuters Asia', url: rss('https://news.google.com/rss/search?q=site:reuters.com+(China+OR+Japan+OR+Taiwan+OR+Korea)+when:3d&hl=en-US&gl=US&ceid=US:en') },
+  ],
+  energy: [
+    { name: 'Oil & Gas', url: rss('https://news.google.com/rss/search?q=(oil+price+OR+OPEC+OR+"natural+gas"+OR+pipeline+OR+LNG)+when:2d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Nuclear Energy', url: rss('https://news.google.com/rss/search?q=("nuclear+energy"+OR+"nuclear+power"+OR+uranium+OR+IAEA)+when:3d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Reuters Energy', url: rss('https://news.google.com/rss/search?q=site:reuters.com+(oil+OR+gas+OR+energy+OR+OPEC)+when:3d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Mining & Resources', url: rss('https://news.google.com/rss/search?q=(lithium+OR+"rare+earth"+OR+cobalt+OR+mining)+when:3d&hl=en-US&gl=US&ceid=US:en') },
+  ],
+};
+
+// Tech/AI variant feeds
+const TECH_FEEDS: Record<string, Feed[]> = {
+  tech: [
+    { name: 'TechCrunch', url: rss('https://techcrunch.com/feed/') },
+    { name: 'The Verge', url: rss('https://www.theverge.com/rss/index.xml') },
+    { name: 'Ars Technica', url: rss('https://feeds.arstechnica.com/arstechnica/technology-lab') },
+    { name: 'Hacker News', url: rss('https://hnrss.org/frontpage') },
+    { name: 'MIT Tech Review', url: rss('https://www.technologyreview.com/feed/') },
+    { name: 'ZDNet', url: rss('https://www.zdnet.com/news/rss.xml') },
+    { name: 'TechMeme', url: rss('https://www.techmeme.com/feed.xml') },
+    { name: 'Engadget', url: rss('https://www.engadget.com/rss.xml') },
+    { name: 'Fast Company', url: rss('https://feeds.feedburner.com/fastcompany/headlines') },
+  ],
+  ai: [
+    { name: 'AI News', url: rss('https://news.google.com/rss/search?q=(OpenAI+OR+Anthropic+OR+Google+AI+OR+"large+language+model"+OR+ChatGPT+OR+Claude+OR+"AI+model")+when:2d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'VentureBeat AI', url: rss('https://venturebeat.com/category/ai/feed/') },
+    { name: 'The Verge AI', url: rss('https://www.theverge.com/rss/ai-artificial-intelligence/index.xml') },
+    { name: 'MIT Tech Review AI', url: rss('https://www.technologyreview.com/topic/artificial-intelligence/feed') },
+    { name: 'MIT Research', url: rss('https://news.mit.edu/rss/research') },
+    { name: 'ArXiv AI', url: rss('https://export.arxiv.org/rss/cs.AI') },
+    { name: 'ArXiv ML', url: rss('https://export.arxiv.org/rss/cs.LG') },
+    { name: 'AI Weekly', url: rss('https://news.google.com/rss/search?q="artificial+intelligence"+OR+"machine+learning"+when:3d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Anthropic News', url: rss('https://news.google.com/rss/search?q=Anthropic+Claude+AI+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'OpenAI News', url: rss('https://news.google.com/rss/search?q=OpenAI+ChatGPT+GPT-4+when:7d&hl=en-US&gl=US&ceid=US:en') },
+  ],
+  startups: [
+    { name: 'TechCrunch Startups', url: rss('https://techcrunch.com/category/startups/feed/') },
+    { name: 'VentureBeat', url: rss('https://venturebeat.com/feed/') },
+    { name: 'Crunchbase News', url: rss('https://news.crunchbase.com/feed/') },
+    { name: 'SaaStr', url: rss('https://www.saastr.com/feed/') },
+    { name: 'AngelList News', url: rss('https://news.google.com/rss/search?q=site:angellist.com+OR+"AngelList"+funding+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'TechCrunch Venture', url: rss('https://techcrunch.com/category/venture/feed/') },
+    { name: 'The Information', url: rss('https://news.google.com/rss/search?q=site:theinformation.com+startup+OR+funding+when:3d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Fortune Term Sheet', url: rss('https://news.google.com/rss/search?q="Term+Sheet"+venture+capital+OR+startup+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'PitchBook News', url: rss('https://news.google.com/rss/search?q=site:pitchbook.com+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'CB Insights', url: rss('https://www.cbinsights.com/research/feed/') },
+  ],
+  vcblogs: [
+    { name: 'Y Combinator Blog', url: rss('https://www.ycombinator.com/blog/rss/') },
+    { name: 'a16z Blog', url: rss('https://news.google.com/rss/search?q=site:a16z.com+OR+"Andreessen+Horowitz"+blog+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Sequoia Blog', url: rss('https://www.sequoiacap.com/feed/') },
+    { name: 'Paul Graham Essays', url: rss('https://news.google.com/rss/search?q="Paul+Graham"+essay+OR+blog+when:30d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'VC Insights', url: rss('https://news.google.com/rss/search?q=("venture+capital"+insights+OR+"VC+trends"+OR+"startup+advice")+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Lenny\'s Newsletter', url: rss('https://www.lennysnewsletter.com/feed') },
+    { name: 'Stratechery', url: rss('https://stratechery.com/feed/') },
+    { name: 'FwdStart Newsletter', url: '/api/fwdstart' },
+  ],
+  regionalStartups: [
+    // Europe
+    { name: 'EU Startups', url: rss('https://www.eu-startups.com/feed/') },
+    { name: 'Tech.eu', url: rss('https://tech.eu/feed/') },
+    { name: 'Sifted (Europe)', url: rss('https://sifted.eu/feed') },
+    { name: 'The Next Web', url: rss('https://news.google.com/rss/search?q=site:thenextweb.com+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    // Asia - General
+    { name: 'Tech in Asia', url: rss('https://www.techinasia.com/feed') },
+    { name: 'KrASIA', url: rss('https://news.google.com/rss/search?q=site:kr-asia.com+OR+KrASIA+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'SEA Startups', url: rss('https://news.google.com/rss/search?q=(Singapore+OR+Indonesia+OR+Vietnam+OR+Thailand+OR+Malaysia)+startup+funding+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Asia VC News', url: rss('https://news.google.com/rss/search?q=("Southeast+Asia"+OR+ASEAN)+venture+capital+OR+funding+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    // China
+    { name: 'China Startups', url: rss('https://news.google.com/rss/search?q=China+startup+funding+OR+"Chinese+startup"+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: '36Kr English', url: rss('https://news.google.com/rss/search?q=site:36kr.com+OR+"36Kr"+startup+china+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'China Tech Giants', url: rss('https://news.google.com/rss/search?q=(Alibaba+OR+Tencent+OR+ByteDance+OR+Baidu+OR+JD.com+OR+Xiaomi+OR+Huawei)+when:3d&hl=en-US&gl=US&ceid=US:en') },
+    // Japan
+    { name: 'Japan Startups', url: rss('https://news.google.com/rss/search?q=Japan+startup+funding+OR+"Japanese+startup"+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Japan Tech News', url: rss('https://news.google.com/rss/search?q=(Japan+startup+OR+Japan+tech+OR+SoftBank+OR+Rakuten+OR+Sony)+funding+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Nikkei Tech', url: rss('https://news.google.com/rss/search?q=site:asia.nikkei.com+technology+when:3d&hl=en-US&gl=US&ceid=US:en') },
+    // Korea
+    { name: 'Korea Tech News', url: rss('https://news.google.com/rss/search?q=(Korea+startup+OR+Korean+tech+OR+Samsung+OR+Kakao+OR+Naver+OR+Coupang)+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Korea Startups', url: rss('https://news.google.com/rss/search?q=Korea+startup+funding+OR+"Korean+unicorn"+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    // India
+    { name: 'Inc42 (India)', url: rss('https://inc42.com/feed/') },
+    { name: 'YourStory', url: rss('https://yourstory.com/feed') },
+    { name: 'India Startups', url: rss('https://news.google.com/rss/search?q=India+startup+funding+OR+"Indian+startup"+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'India Tech News', url: rss('https://news.google.com/rss/search?q=(Flipkart+OR+Razorpay+OR+Zerodha+OR+Zomato+OR+Paytm+OR+PhonePe)+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    // Southeast Asia
+    { name: 'SEA Tech News', url: rss('https://news.google.com/rss/search?q=(Grab+OR+GoTo+OR+Sea+Limited+OR+Shopee+OR+Tokopedia)+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Vietnam Tech', url: rss('https://news.google.com/rss/search?q=Vietnam+startup+OR+Vietnam+tech+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Indonesia Tech', url: rss('https://news.google.com/rss/search?q=Indonesia+startup+OR+Indonesia+tech+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    // Taiwan
+    { name: 'Taiwan Tech', url: rss('https://news.google.com/rss/search?q=(Taiwan+startup+OR+TSMC+OR+MediaTek+OR+Foxconn)+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    // Latin America
+    { name: 'LAVCA (LATAM)', url: rss('https://lavca.org/feed/') },
+    { name: 'LATAM Startups', url: rss('https://news.google.com/rss/search?q=("Latin+America"+startup+OR+LATAM+funding)+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Startups LATAM', url: rss('https://news.google.com/rss/search?q=(startup+Brazil+OR+startup+Mexico+OR+startup+Argentina+OR+startup+Colombia+OR+startup+Chile)+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Brazil Tech', url: rss('https://news.google.com/rss/search?q=(Nubank+OR+iFood+OR+Mercado+Libre+OR+Rappi+OR+VTEX)+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'FinTech LATAM', url: rss('https://news.google.com/rss/search?q=fintech+(Brazil+OR+Mexico+OR+Argentina+OR+"Latin+America")+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    // Africa
+    { name: 'TechCabal (Africa)', url: rss('https://techcabal.com/feed/') },
+    { name: 'Disrupt Africa', url: rss('https://news.google.com/rss/search?q=site:disrupt-africa.com+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Africa Startups', url: rss('https://news.google.com/rss/search?q=Africa+startup+funding+OR+"African+startup"+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Africa Tech News', url: rss('https://news.google.com/rss/search?q=(Flutterwave+OR+Paystack+OR+Jumia+OR+Andela+OR+"Africa+startup")+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    // Middle East
+    { name: 'MENA Startups', url: rss('https://news.google.com/rss/search?q=(MENA+startup+OR+"Middle+East"+funding+OR+Gulf+startup)+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'MENA Tech News', url: rss('https://news.google.com/rss/search?q=(UAE+startup+OR+Saudi+tech+OR+Dubai+startup+OR+NEOM+tech)+when:7d&hl=en-US&gl=US&ceid=US:en') },
+  ],
+  github: [
+    { name: 'GitHub Blog', url: rss('https://github.blog/feed/') },
+    { name: 'GitHub Trending', url: rss('https://mshibanami.github.io/GitHubTrendingRSS/daily/all.xml') },
+    { name: 'Show HN', url: rss('https://hnrss.org/show') },
+    { name: 'YC Launches', url: rss('https://hnrss.org/launches') },
+    { name: 'Dev Events', url: rss('https://dev.events/rss.xml') },
+    { name: 'Open Source News', url: rss('https://news.google.com/rss/search?q="open+source"+project+release+OR+launch+when:3d&hl=en-US&gl=US&ceid=US:en') },
   ],
-  congress: [
-    { name: 'Congress Trades', url: '/rss/googlenews/rss/search?q=congress+stock+trading+pelosi+tuberville&hl=en-US&gl=US&ceid=US:en' },
+  ipo: [
+    { name: 'IPO News', url: rss('https://news.google.com/rss/search?q=(IPO+OR+"initial+public+offering"+OR+SPAC)+tech+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Renaissance IPO', url: rss('https://news.google.com/rss/search?q=site:renaissancecapital.com+IPO+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Tech IPO News', url: rss('https://news.google.com/rss/search?q=tech+IPO+OR+"tech+company"+IPO+when:7d&hl=en-US&gl=US&ceid=US:en') },
+  ],
+  funding: [
+    { name: 'SEC Filings', url: rss('https://news.google.com/rss/search?q=(S-1+OR+"IPO+filing"+OR+"SEC+filing")+startup+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'VC News', url: rss('https://news.google.com/rss/search?q=("Series+A"+OR+"Series+B"+OR+"Series+C"+OR+"funding+round"+OR+"venture+capital")+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Seed & Pre-Seed', url: rss('https://news.google.com/rss/search?q=("seed+round"+OR+"pre-seed"+OR+"angel+round"+OR+"seed+funding")+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Startup Funding', url: rss('https://news.google.com/rss/search?q=("startup+funding"+OR+"raised+funding"+OR+"raised+$"+OR+"funding+announced")+when:7d&hl=en-US&gl=US&ceid=US:en') },
+  ],
+  producthunt: [
+    { name: 'Product Hunt', url: rss('https://www.producthunt.com/feed') },
+  ],
+  outages: [
+    { name: 'AWS Status', url: rss('https://news.google.com/rss/search?q=AWS+outage+OR+"Amazon+Web+Services"+down+when:1d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Cloud Outages', url: rss('https://news.google.com/rss/search?q=(Azure+OR+GCP+OR+Cloudflare+OR+Slack+OR+GitHub)+outage+OR+down+when:1d&hl=en-US&gl=US&ceid=US:en') },
+  ],
+  security: [
+    { name: 'Krebs Security', url: rss('https://krebsonsecurity.com/feed/') },
+    { name: 'The Hacker News', url: rss('https://feeds.feedburner.com/TheHackersNews') },
+    { name: 'Dark Reading', url: rss('https://www.darkreading.com/rss.xml') },
+    { name: 'Schneier', url: rss('https://www.schneier.com/feed/') },
+  ],
+  policy: [
+    // US Policy
+    { name: 'Politico Tech', url: rss('https://rss.politico.com/technology.xml') },
+    { name: 'AI Regulation', url: rss('https://news.google.com/rss/search?q=AI+regulation+OR+"artificial+intelligence"+law+OR+policy+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Tech Antitrust', url: rss('https://news.google.com/rss/search?q=tech+antitrust+OR+FTC+Google+OR+FTC+Apple+OR+FTC+Amazon+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'EFF News', url: rss('https://news.google.com/rss/search?q=site:eff.org+OR+"Electronic+Frontier+Foundation"+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    // EU Digital Policy
+    { name: 'EU Digital Policy', url: rss('https://news.google.com/rss/search?q=("Digital+Services+Act"+OR+"Digital+Markets+Act"+OR+"EU+AI+Act"+OR+"GDPR")+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Euractiv Digital', url: rss('https://news.google.com/rss/search?q=site:euractiv.com+digital+OR+tech+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'EU Commission Digital', url: rss('https://news.google.com/rss/search?q=site:ec.europa.eu+digital+OR+technology+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    // China Tech Policy
+    { name: 'China Tech Policy', url: rss('https://news.google.com/rss/search?q=(China+tech+regulation+OR+China+AI+policy+OR+MIIT+technology)+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    // UK Policy
+    { name: 'UK Tech Policy', url: rss('https://news.google.com/rss/search?q=(UK+AI+safety+OR+"Online+Safety+Bill"+OR+UK+tech+regulation)+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    // India Policy
+    { name: 'India Tech Policy', url: rss('https://news.google.com/rss/search?q=(India+tech+regulation+OR+India+data+protection+OR+India+AI+policy)+when:7d&hl=en-US&gl=US&ceid=US:en') },
   ],
   thinktanks: [
-    { name: 'Foreign Policy', url: '/rss/foreignpolicy/feed/' },
-    { name: 'Think Tank News', url: '/rss/googlenews/rss/search?q=brookings+CSIS+CFR+analysis&hl=en-US&gl=US&ceid=US:en' },
+    // US Think Tanks
+    { name: 'Brookings Tech', url: rss('https://news.google.com/rss/search?q=site:brookings.edu+technology+OR+AI+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'CSIS Tech', url: rss('https://news.google.com/rss/search?q=site:csis.org+technology+OR+AI+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'MIT Tech Policy', url: rss('https://news.google.com/rss/search?q=site:techpolicypress.org+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Stanford HAI', url: rss('https://news.google.com/rss/search?q=site:hai.stanford.edu+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'AI Now Institute', url: rss('https://news.google.com/rss/search?q=site:ainowinstitute.org+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    // Europe Think Tanks
+    { name: 'OECD Digital', url: rss('https://news.google.com/rss/search?q=site:oecd.org+digital+OR+AI+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'EU Tech Policy', url: rss('https://news.google.com/rss/search?q=("EU+tech+policy"+OR+"European+digital"+OR+Bruegel+tech)+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Chatham House Tech', url: rss('https://news.google.com/rss/search?q=site:chathamhouse.org+technology+OR+AI+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    // Asia Think Tanks
+    { name: 'ISEAS (Singapore)', url: rss('https://news.google.com/rss/search?q=site:iseas.edu.sg+technology+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'ORF Tech (India)', url: rss('https://news.google.com/rss/search?q=(India+tech+policy+OR+ORF+technology+OR+"Observer+Research+Foundation"+tech)+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'RIETI (Japan)', url: rss('https://news.google.com/rss/search?q=site:rieti.go.jp+technology+when:30d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Asia Pacific Tech', url: rss('https://news.google.com/rss/search?q=("Asia+Pacific"+tech+policy+OR+"Lowy+Institute"+technology)+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    // China Research (External Views)
+    { name: 'China Tech Analysis', url: rss('https://news.google.com/rss/search?q=("China+tech+strategy"+OR+"Chinese+AI"+OR+"China+semiconductor")+analysis+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'DigiChina', url: rss('https://news.google.com/rss/search?q=site:digichina.stanford.edu+when:14d&hl=en-US&gl=US&ceid=US:en') },
+  ],
+  finance: [
+    { name: 'CNBC Tech', url: rss('https://www.cnbc.com/id/19854910/device/rss/rss.html') },
+    { name: 'MarketWatch Tech', url: rss('https://feeds.marketwatch.com/marketwatch/topstories/') },
+    { name: 'Yahoo Finance', url: rss('https://finance.yahoo.com/rss/topstories') },
+    { name: 'Seeking Alpha Tech', url: rss('https://seekingalpha.com/market_currents.xml') },
+  ],
+  hardware: [
+    { name: "Tom's Hardware", url: rss('https://www.tomshardware.com/feeds/all') },
+    { name: 'SemiAnalysis', url: rss('https://www.semianalysis.com/feed') },
+    { name: 'Semiconductor News', url: rss('https://news.google.com/rss/search?q=semiconductor+OR+chip+OR+TSMC+OR+NVIDIA+OR+Intel+when:3d&hl=en-US&gl=US&ceid=US:en') },
+  ],
+  cloud: [
+    { name: 'InfoQ', url: rss('https://feed.infoq.com/') },
+    { name: 'The New Stack', url: rss('https://thenewstack.io/feed/') },
+    { name: 'DevOps.com', url: rss('https://devops.com/feed/') },
+  ],
+  dev: [
+    { name: 'Dev.to', url: rss('https://dev.to/feed') },
+    { name: 'Lobsters', url: rss('https://lobste.rs/rss') },
+    { name: 'Changelog', url: rss('https://changelog.com/feed') },
+  ],
+  layoffs: [
+    { name: 'Layoffs.fyi', url: rss('https://news.google.com/rss/search?q=tech+layoffs+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'TechCrunch Layoffs', url: rss('https://techcrunch.com/tag/layoffs/feed/') },
+  ],
+  unicorns: [
+    { name: 'Unicorn News', url: rss('https://news.google.com/rss/search?q=("unicorn+startup"+OR+"unicorn+valuation"+OR+"$1+billion+valuation")+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'CB Insights Unicorn', url: rss('https://news.google.com/rss/search?q=site:cbinsights.com+unicorn+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Decacorn News', url: rss('https://news.google.com/rss/search?q=("decacorn"+OR+"$10+billion+valuation"+OR+"$10B+valuation")+startup+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'New Unicorns', url: rss('https://news.google.com/rss/search?q=("becomes+unicorn"+OR+"joins+unicorn"+OR+"reaches+unicorn"+OR+"achieved+unicorn")+when:14d&hl=en-US&gl=US&ceid=US:en') },
+  ],
+  accelerators: [
+    { name: 'Techstars News', url: rss('https://news.google.com/rss/search?q=Techstars+accelerator+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    { name: '500 Global News', url: rss('https://news.google.com/rss/search?q="500+Global"+OR+"500+Startups"+accelerator+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Demo Day News', url: rss('https://news.google.com/rss/search?q=("demo+day"+OR+"YC+batch"+OR+"accelerator+batch")+startup+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Startup School', url: rss('https://news.google.com/rss/search?q="Startup+School"+OR+"YC+Startup+School"+when:14d&hl=en-US&gl=US&ceid=US:en') },
+  ],
+  podcasts: [
+    // Tech Podcast Episodes (via Google News - podcast hosts block RSS proxies)
+    { name: 'Acquired Episodes', url: rss('https://news.google.com/rss/search?q="Acquired+podcast"+episode+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'All-In Podcast', url: rss('https://news.google.com/rss/search?q="All-In+podcast"+(Chamath+OR+Sacks+OR+Friedberg)+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'a16z Insights', url: rss('https://news.google.com/rss/search?q=("a16z"+OR+"Andreessen+Horowitz")+podcast+OR+interview+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'TWIST Episodes', url: rss('https://news.google.com/rss/search?q="This+Week+in+Startups"+Jason+Calacanis+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    { name: '20VC Episodes', url: rss('https://news.google.com/rss/search?q="20+Minute+VC"+Harry+Stebbings+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Lex Fridman Tech', url: rss('https://news.google.com/rss/search?q=("Lex+Fridman"+interview)+(AI+OR+tech+OR+startup+OR+CEO)+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    // Tech Media Shows
+    { name: 'Verge Shows', url: rss('https://news.google.com/rss/search?q=("Vergecast"+OR+"Decoder+podcast"+Verge)+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Hard Fork (NYT)', url: rss('https://news.google.com/rss/search?q="Hard+Fork"+podcast+NYT+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Pivot Podcast', url: rss('https://news.google.com/rss/search?q="Pivot+podcast"+(Kara+Swisher+OR+Scott+Galloway)+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    // Newsletters
+    { name: 'Tech Newsletters', url: rss('https://news.google.com/rss/search?q=("Benedict+Evans"+OR+"Pragmatic+Engineer"+OR+Stratechery)+tech+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    // AI Podcasts & Shows
+    { name: 'AI Podcasts', url: rss('https://news.google.com/rss/search?q=("AI+podcast"+OR+"artificial+intelligence+podcast")+episode+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'AI Interviews', url: rss('https://news.google.com/rss/search?q=(NVIDIA+OR+OpenAI+OR+Anthropic+OR+DeepMind)+interview+OR+podcast+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    // Startup Shows
+    { name: 'How I Built This', url: rss('https://news.google.com/rss/search?q="How+I+Built+This"+Guy+Raz+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Startup Podcasts', url: rss('https://news.google.com/rss/search?q=("Masters+of+Scale"+OR+"The+Pitch+podcast"+OR+"startup+podcast")+episode+when:14d&hl=en-US&gl=US&ceid=US:en') },
   ],
 };
 
+// Variant-aware exports
+export const FEEDS = SITE_VARIANT === 'tech' ? TECH_FEEDS : FULL_FEEDS;
+
 export const INTEL_SOURCES: Feed[] = [
-  { name: 'Defense One', url: '/rss/defenseone/rss/all/', type: 'defense' },
-  { name: 'Breaking Defense', url: '/rss/breakingdefense/feed/', type: 'defense' },
-  { name: 'The War Zone', url: '/rss/googlenews/rss/search?q=site:thedrive.com/the-war-zone&hl=en-US&gl=US&ceid=US:en', type: 'defense' },
-  { name: 'Defense News', url: '/rss/googlenews/rss/search?q=defense+military+pentagon&hl=en-US&gl=US&ceid=US:en', type: 'defense' },
-  { name: 'Bellingcat', url: '/rss/bellingcat/feed/', type: 'osint' },
-  { name: 'Krebs Security', url: '/rss/krebs/feed/', type: 'cyber' },
+  // Defense & Security (Tier 1)
+  { name: 'Defense One', url: rss('https://www.defenseone.com/rss/all/'), type: 'defense' },
+  { name: 'Breaking Defense', url: rss('https://breakingdefense.com/feed/'), type: 'defense' },
+  { name: 'The War Zone', url: rss('https://www.thedrive.com/the-war-zone/rss'), type: 'defense' },
+  { name: 'Defense News', url: rss('https://www.defensenews.com/arc/outboundfeeds/rss/?outputType=xml'), type: 'defense' },
+  { name: 'Janes', url: rss('https://news.google.com/rss/search?q=site:janes.com+when:3d&hl=en-US&gl=US&ceid=US:en'), type: 'defense' },
+  { name: 'CSIS', url: rss('https://www.csis.org/analysis?type=analysis'), type: 'defense' },
+
+  // International Relations (Tier 2)
+  { name: 'Chatham House', url: rss('https://news.google.com/rss/search?q=site:chathamhouse.org+when:7d&hl=en-US&gl=US&ceid=US:en'), type: 'intl' },
+  { name: 'ECFR', url: rss('https://ecfr.eu/feed/'), type: 'intl' },
+  { name: 'Foreign Policy', url: rss('https://foreignpolicy.com/feed/'), type: 'intl' },
+  { name: 'Foreign Affairs', url: rss('https://www.foreignaffairs.com/rss.xml'), type: 'intl' },
+  { name: 'Atlantic Council', url: railwayRss('https://www.atlanticcouncil.org/feed/'), type: 'intl' },
+  { name: 'Middle East Institute', url: rss('https://www.mei.edu/rss.xml'), type: 'intl' },
+
+  // Think Tanks & Research (Tier 3)
+  { name: 'RAND', url: rss('https://www.rand.org/rss/all.xml'), type: 'research' },
+  { name: 'Brookings', url: rss('https://www.brookings.edu/feed/'), type: 'research' },
+  { name: 'Carnegie', url: rss('https://carnegieendowment.org/rss/'), type: 'research' },
+  { name: 'FAS', url: rss('https://fas.org/feed/'), type: 'research' },
+  { name: 'NTI', url: rss('https://www.nti.org/rss/'), type: 'research' },
+  { name: 'RUSI', url: rss('https://rusi.org/rss.xml'), type: 'research' },
+  { name: 'Wilson Center', url: rss('https://www.wilsoncenter.org/rss.xml'), type: 'research' },
+  { name: 'GMF', url: rss('https://www.gmfus.org/feed'), type: 'research' },
+  { name: 'Stimson Center', url: rss('https://www.stimson.org/feed/'), type: 'research' },
+  { name: 'CNAS', url: rss('https://www.cnas.org/rss'), type: 'research' },
+  { name: 'Lowy Institute', url: rss('https://www.lowyinstitute.org/feed'), type: 'research' },
+
+  // Nuclear & Arms Control (Tier 2)
+  { name: 'Arms Control Assn', url: rss('https://www.armscontrol.org/rss/all'), type: 'nuclear' },
+  { name: 'Bulletin of Atomic Scientists', url: rss('https://thebulletin.org/feed/'), type: 'nuclear' },
+
+  // OSINT & Monitoring (Tier 2)
+  { name: 'Bellingcat', url: rss('https://www.bellingcat.com/feed/'), type: 'osint' },
+  { name: 'Krebs Security', url: rss('https://krebsonsecurity.com/feed/'), type: 'cyber' },
+
+  // Economic & Food Security (Tier 2)
+  { name: 'FAO News', url: rss('https://www.fao.org/feeds/fao-newsroom-rss'), type: 'economic' },
+  { name: 'FAO GIEWS', url: rss('https://www.fao.org/giews/english/shortnews/rss.xml'), type: 'economic' },
+  { name: 'EU ISS', url: rss('https://www.iss.europa.eu/rss.xml'), type: 'intl' },
 ];
 
+// Keywords that trigger alert status - must be specific to avoid false positives
 export const ALERT_KEYWORDS = [
   'war', 'invasion', 'military', 'nuclear', 'sanctions', 'missile',
-  'attack', 'troops', 'conflict', 'strike', 'bomb', 'casualties',
-  'ceasefire', 'treaty', 'nato', 'coup', 'martial law', 'emergency',
-  'assassination', 'terrorist', 'hostage', 'evacuation', 'breaking',
+  'airstrike', 'drone strike', 'troops deployed', 'armed conflict', 'bombing', 'casualties',
+  'ceasefire', 'peace treaty', 'nato', 'coup', 'martial law',
+  'assassination', 'terrorist', 'terror attack', 'cyber attack', 'hostage', 'evacuation order',
+];
+
+// Patterns that indicate non-alert content (lifestyle, entertainment, etc.)
+export const ALERT_EXCLUSIONS = [
+  'protein', 'couples', 'relationship', 'dating', 'diet', 'fitness',
+  'recipe', 'cooking', 'shopping', 'fashion', 'celebrity', 'movie',
+  'tv show', 'sports', 'game', 'concert', 'festival', 'wedding',
+  'vacation', 'travel tips', 'life hack', 'self-care', 'wellness',
 ];
diff --git a/src/config/geo.ts b/src/config/geo.ts
index 8c720c9bd..348e74d25 100644
--- a/src/config/geo.ts
+++ b/src/config/geo.ts
@@ -1,15 +1,86 @@
-import type { Hotspot, ConflictZone, MilitaryBase, UnderseaCable, NuclearFacility, StrategicWaterway, APTGroup, EconomicCenter } from '@/types';
+import type { Hotspot, ConflictZone, MilitaryBase, UnderseaCable, NuclearFacility, StrategicWaterway, APTGroup, EconomicCenter, Spaceport, CriticalMineralProject } from '@/types';
 import { MILITARY_BASES_EXPANDED } from './bases-expanded';
 
 // Hotspot levels are NOT hardcoded - they are dynamically calculated based on news activity
 // All hotspots start at 'low' and rise to 'elevated' or 'high' based on matching news items
+// Escalation scores: 1=stable, 2=watchlist, 3=elevated, 4=high tension, 5=critical/active conflict
 export const INTEL_HOTSPOTS: Hotspot[] = [
+  {
+    id: 'sahel',
+    name: 'Sahel',
+    subtext: 'Insurgency/Coups',
+    lat: 14.0,
+    lon: -1.0,
+    location: 'Sahel Region (Mali, Burkina Faso, Niger)',
+    keywords: ['burkina faso', 'mali', 'niger', 'sahel', 'junta', 'coup', 'wagner', 'africa corps'],
+    agencies: ['Wagner', 'Junta Forces'],
+    description: 'Region of instability, military coups, and Islamist insurgency. Russian influence growing.',
+    status: 'Monitoring',
+    escalationScore: 4,
+    escalationTrend: 'escalating',
+    escalationIndicators: ['4 coups since 2020', 'French forces expelled', 'Wagner/Africa Corps expansion', 'ECOWAS sanctions'],
+    history: {
+      lastMajorEvent: 'Niger coup',
+      lastMajorEventDate: '2023-07-26',
+      precedentCount: 4,
+      precedentDescription: '4 military coups in 3 years (Mali 2020/2021, Burkina Faso 2022, Niger 2023)',
+      cyclicalRisk: 'Dry season offensives (Oct-May)',
+    },
+    whyItMatters: 'Russian influence expanding in former French sphere; jihadist groups gaining territory; migration pressure on Europe',
+  },
+  {
+    id: 'haiti',
+    name: 'Port-au-Prince',
+    subtext: 'Haiti Crisis',
+    lat: 18.5,
+    lon: -72.3,
+    location: 'Haiti, Caribbean',
+    keywords: ['haiti', 'port-au-prince', 'gangs', 'kenya mission', 'barbecue'],
+    agencies: ['UN', 'HNP', 'Kenya Police'],
+    description: 'Gang violence, government collapse, international security mission.',
+    status: 'Monitoring',
+    escalationScore: 4,
+    escalationTrend: 'stable',
+    escalationIndicators: ['Gangs control 80% of capital', 'PM resigned under pressure', 'Kenya-led mission deployed', 'Mass displacement'],
+    history: {
+      lastMajorEvent: 'PM Henry resignation',
+      lastMajorEventDate: '2024-03-11',
+      precedentCount: 3,
+      precedentDescription: 'Repeated state collapse (2004 Aristide, 2021 Moïse assassination, 2024 gang takeover)',
+      cyclicalRisk: 'Hurricane season vulnerability (Jun-Nov)',
+    },
+    whyItMatters: 'Humanitarian catastrophe at US doorstep; migration surge potential; test of African-led peacekeeping',
+  },
+  {
+    id: 'horn_africa',
+    name: 'Horn of Africa',
+    subtext: 'Piracy/Conflict',
+    lat: 10.0,
+    lon: 49.0,
+    location: 'Somalia, Ethiopia, Djibouti',
+    keywords: ['somalia', 'piracy', 'al-shabaab', 'ethiopia', 'somaliland', 'red sea'],
+    agencies: ['USAFRICOM', 'EUNAVFOR'],
+    description: 'Resurgent piracy, Al-Shabaab activity, Ethiopia-Somaliland port dispute.',
+    status: 'Monitoring',
+    escalationScore: 4,
+    escalationTrend: 'escalating',
+    escalationIndicators: ['Houthi attacks on shipping', 'Somali piracy resurgence', 'Ethiopia-Somaliland MoU dispute', 'Sudan civil war spillover'],
+    history: {
+      lastMajorEvent: 'Sudan war outbreak',
+      lastMajorEventDate: '2023-04-15',
+      precedentCount: 5,
+      precedentDescription: 'Ethiopia-Eritrea war, Tigray war, Somali civil war, Sudan coups, piracy waves',
+      cyclicalRisk: 'Monsoon affects naval operations (Jun-Sep)',
+    },
+    whyItMatters: 'Bab el-Mandeb chokepoint security; 12% of global trade at risk; Red Sea shipping rerouting',
+  },
   {
     id: 'dc',
     name: 'DC',
     subtext: 'Pentagon Pizza Index',
     lat: 38.9,
     lon: -77.0,
+    location: 'Washington D.C., USA',
     keywords: ['pentagon', 'white house', 'congress', 'cia', 'nsa', 'washington', 'biden', 'trump', 'house', 'senate', 'supreme court', 'vance', 'elon', 'us '],
     agencies: ['Pentagon', 'CIA', 'NSA', 'State Dept'],
     description: 'US government and military headquarters. Intelligence community center.',
@@ -21,6 +92,7 @@ export const INTEL_HOTSPOTS: Hotspot[] = [
     subtext: 'Tech/AI Hub',
     lat: 37.4,
     lon: -122.1,
+    location: 'California, USA',
     keywords: ['google', 'apple', 'meta', 'nvidia', 'openai', 'anthropic', 'silicon valley', 'san francisco', 'palo alto', 'tech layoffs', 'ai', 'artificial intelligence'],
     agencies: ['Big Tech', 'AI Labs', 'VC'],
     description: 'Global tech center. AI development hub. Major economic indicator.',
@@ -32,6 +104,7 @@ export const INTEL_HOTSPOTS: Hotspot[] = [
     subtext: 'Financial Hub',
     lat: 40.7,
     lon: -74.0,
+    location: 'New York City, USA',
     keywords: ['wall street', 'fed', 'federal reserve', 'nyse', 'nasdaq', 'dow', 'sp500', 'stock market', 'goldman', 'jpmorgan', 'blackrock'],
     agencies: ['Fed', 'SEC', 'NYSE'],
     description: 'Global financial center. Market movements. Fed policy.',
@@ -43,6 +116,7 @@ export const INTEL_HOTSPOTS: Hotspot[] = [
     subtext: 'Energy/Space',
     lat: 29.76,
     lon: -95.37,
+    location: 'Texas, USA',
     keywords: ['houston', 'nasa', 'spacex', 'oil', 'energy', 'texas', 'exxon', 'chevron', 'lng'],
     agencies: ['NASA', 'Energy Corps'],
     description: 'Energy sector HQ. NASA mission control. Space industry.',
@@ -54,10 +128,22 @@ export const INTEL_HOTSPOTS: Hotspot[] = [
     subtext: 'Kremlin Activity',
     lat: 55.75,
     lon: 37.6,
+    location: 'Russia',
     keywords: ['kremlin', 'putin', 'russia', 'fsb', 'moscow', 'russian'],
     agencies: ['Kremlin', 'FSB', 'GRU', 'SVR'],
     description: 'Russian Federation command center. Military operations hub.',
     status: 'Monitoring',
+    escalationScore: 4,
+    escalationTrend: 'stable',
+    escalationIndicators: ['Ukraine war ongoing', 'Mobilization potential', 'Nuclear rhetoric', 'Wagner aftermath'],
+    history: {
+      lastMajorEvent: 'Wagner mutiny',
+      lastMajorEventDate: '2023-06-24',
+      precedentCount: 2,
+      precedentDescription: 'Crimea annexation 2014, Ukraine invasion 2022',
+      cyclicalRisk: 'Victory Day (May 9) speeches, Putin addresses',
+    },
+    whyItMatters: 'Nuclear power at war; energy leverage over Europe; global order revisionism',
   },
   {
     id: 'beijing',
@@ -65,10 +151,22 @@ export const INTEL_HOTSPOTS: Hotspot[] = [
     subtext: 'PLA/MSS Activity',
     lat: 39.9,
     lon: 116.4,
+    location: 'China',
     keywords: ['beijing', 'xi', 'china', 'pla', 'ccp', 'chinese', 'jinping'],
     agencies: ['PLA', 'MSS', 'CCP Politburo'],
     description: 'Chinese Communist Party headquarters. PLA command center.',
     status: 'Monitoring',
+    escalationScore: 3,
+    escalationTrend: 'stable',
+    escalationIndicators: ['Taiwan Strait exercises', 'South China Sea militarization', 'Tech decoupling', 'Xi third term'],
+    history: {
+      lastMajorEvent: 'Xi unprecedented third term',
+      lastMajorEventDate: '2022-10-22',
+      precedentCount: 3,
+      precedentDescription: 'Tiananmen 1989, Hong Kong crackdown 2020, COVID lockdowns 2022',
+      cyclicalRisk: 'Party Congress (every 5 years), Tiananmen anniversary (June 4)',
+    },
+    whyItMatters: 'Largest economy by PPP; primary US strategic competitor; Taiwan contingency risk',
   },
   {
     id: 'kyiv',
@@ -76,10 +174,22 @@ export const INTEL_HOTSPOTS: Hotspot[] = [
     subtext: 'Conflict Zone',
     lat: 50.45,
     lon: 30.5,
+    location: 'Ukraine',
     keywords: ['kyiv', 'ukraine', 'zelensky', 'ukrainian', 'kiev'],
     agencies: ['Ukrainian Armed Forces', 'SBU'],
     description: 'Active conflict zone. NATO support operations.',
     status: 'Monitoring',
+    escalationScore: 5,
+    escalationTrend: 'stable',
+    escalationIndicators: ['Active combat operations', 'Western weapons deliveries', 'Drone warfare escalation', 'Nuclear plant risks'],
+    history: {
+      lastMajorEvent: 'Russian full invasion',
+      lastMajorEventDate: '2022-02-24',
+      precedentCount: 2,
+      precedentDescription: 'Crimea annexation 2014, Donbas war 2014-2022',
+      cyclicalRisk: 'Spring/summer offensive season, Winter energy attacks',
+    },
+    whyItMatters: 'Largest European war since WWII; NATO Article 5 test; global food/energy security',
   },
   {
     id: 'taipei',
@@ -87,10 +197,22 @@ export const INTEL_HOTSPOTS: Hotspot[] = [
     subtext: 'Strait Watch',
     lat: 25.03,
     lon: 121.5,
+    location: 'Taiwan',
     keywords: ['taiwan', 'taipei', 'tsmc', 'strait', 'taiwanese'],
     agencies: ['ROC Military', 'TSMC'],
     description: 'Taiwan Strait tensions. Semiconductor supply chain.',
     status: 'Monitoring',
+    escalationScore: 3,
+    escalationTrend: 'stable',
+    escalationIndicators: ['PLA exercises around Taiwan', 'US arms sales', 'TSMC Arizona fab', 'DPP governance'],
+    history: {
+      lastMajorEvent: 'Pelosi Taiwan visit',
+      lastMajorEventDate: '2022-08-02',
+      precedentCount: 3,
+      precedentDescription: '1954-55 Strait Crisis, 1995-96 missile crisis, 2022 exercises',
+      cyclicalRisk: 'US-Taiwan political visits, PRC National Day (Oct 1)',
+    },
+    whyItMatters: 'TSMC produces 90% of advanced chips; conflict would devastate global tech supply chains',
   },
   {
     id: 'tehran',
@@ -98,10 +220,22 @@ export const INTEL_HOTSPOTS: Hotspot[] = [
     subtext: 'IRGC Activity',
     lat: 35.7,
     lon: 51.4,
+    location: 'Iran',
     keywords: ['iran', 'tehran', 'irgc', 'khamenei', 'persian', 'iranian'],
     agencies: ['IRGC', 'Quds Force', 'MOIS'],
     description: 'Iranian nuclear program. Regional proxy operations.',
     status: 'Monitoring',
+    escalationScore: 4,
+    escalationTrend: 'escalating',
+    escalationIndicators: ['Near-weapons-grade enrichment', 'Proxy attacks on Israel', 'Houthi coordination', 'Succession uncertainty'],
+    history: {
+      lastMajorEvent: 'JCPOA collapse acceleration',
+      lastMajorEventDate: '2023-01-01',
+      precedentCount: 4,
+      precedentDescription: 'Revolution 1979, Iran-Iraq War, JCPOA negotiations, Soleimani assassination',
+      cyclicalRisk: 'Quds Day (annually), Khamenei health status',
+    },
+    whyItMatters: 'Near-nuclear threshold state; controls Strait of Hormuz; Axis of Resistance coordinator',
   },
   {
     id: 'telaviv',
@@ -109,10 +243,22 @@ export const INTEL_HOTSPOTS: Hotspot[] = [
     subtext: 'Mossad/IDF',
     lat: 32.1,
     lon: 34.8,
+    location: 'Israel',
     keywords: ['israel', 'idf', 'mossad', 'gaza', 'netanyahu', 'israeli', 'hamas', 'hezbollah'],
     agencies: ['IDF', 'Mossad', 'Shin Bet'],
     description: 'Military operations. Regional security. Intelligence activities.',
     status: 'Monitoring',
+    escalationScore: 5,
+    escalationTrend: 'stable',
+    escalationIndicators: ['Gaza operations ongoing', 'Hezbollah northern front', 'Iran shadow war', 'Judicial crisis paused'],
+    history: {
+      lastMajorEvent: 'October 7 attacks',
+      lastMajorEventDate: '2023-10-07',
+      precedentCount: 5,
+      precedentDescription: '1948 War, 1967 Six-Day War, 1973 Yom Kippur, Lebanon 2006, Gaza wars',
+      cyclicalRisk: 'Jewish holidays, Ramadan tensions, election cycles',
+    },
+    whyItMatters: 'Regional escalation risk to multi-front war; US treaty ally; Iran confrontation flashpoint',
   },
   {
     id: 'pyongyang',
@@ -120,10 +266,22 @@ export const INTEL_HOTSPOTS: Hotspot[] = [
     subtext: 'DPRK Watch',
     lat: 39.0,
     lon: 125.75,
+    location: 'North Korea',
     keywords: ['north korea', 'kim', 'pyongyang', 'dprk', 'korean'],
     agencies: ['KPA', 'RGB', 'Lazarus Group'],
     description: 'Nuclear weapons program. Missile testing. Cyber operations.',
     status: 'Monitoring',
+    escalationScore: 3,
+    escalationTrend: 'stable',
+    escalationIndicators: ['ICBM testing resumed', 'Russia arms cooperation', 'Satellite launches', 'Constitution change on ROK'],
+    history: {
+      lastMajorEvent: 'Hwasong-18 ICBM test',
+      lastMajorEventDate: '2023-12-18',
+      precedentCount: 4,
+      precedentDescription: 'Korean War 1950-53, nuclear tests 2006-2017, Trump summits, missile tests ongoing',
+      cyclicalRisk: 'Kim Il-sung birthday (April 15), party anniversaries',
+    },
+    whyItMatters: 'Nuclear-armed hermit state; ICBM can reach US mainland; cyber threat actor; Russia military supplier',
   },
   {
     id: 'london',
@@ -131,6 +289,7 @@ export const INTEL_HOTSPOTS: Hotspot[] = [
     subtext: 'GCHQ/MI6',
     lat: 51.5,
     lon: -0.12,
+    location: 'United Kingdom',
     keywords: ['london', 'uk', 'britain', 'gchq', 'mi6', 'british'],
     agencies: ['MI6', 'GCHQ', 'MI5'],
     description: 'UK intelligence headquarters. Five Eyes member.',
@@ -142,6 +301,7 @@ export const INTEL_HOTSPOTS: Hotspot[] = [
     subtext: 'NATO HQ',
     lat: 50.85,
     lon: 4.35,
+    location: 'Belgium (NATO HQ)',
     keywords: ['nato', 'brussels', 'eu', 'european union', 'europe'],
     agencies: ['NATO', 'EU Commission'],
     description: 'NATO alliance headquarters. European Union center.',
@@ -153,6 +313,7 @@ export const INTEL_HOTSPOTS: Hotspot[] = [
     subtext: 'Venezuela Crisis',
     lat: 10.5,
     lon: -66.9,
+    location: 'Venezuela',
     keywords: ['venezuela', 'maduro', 'caracas', 'venezuelan'],
     agencies: ['Maduro Govt', 'SEBIN'],
     description: 'Political crisis. Economic sanctions. Regional instability.',
@@ -161,9 +322,10 @@ export const INTEL_HOTSPOTS: Hotspot[] = [
   {
     id: 'nuuk',
     name: 'Nuuk',
-    subtext: 'Arctic Dispute',
+    subtext: 'Greenland Intel',
     lat: 64.18,
     lon: -51.7,
+    location: 'Greenland (Denmark)',
     keywords: ['greenland', 'nuuk', 'arctic', 'denmark', 'danish'],
     agencies: ['Danish Defence', 'US Space Force', 'Arctic Council'],
     description: 'Arctic strategic territory. US military presence, sovereignty questions.',
@@ -176,6 +338,7 @@ export const INTEL_HOTSPOTS: Hotspot[] = [
     subtext: 'Saudi GIP/MBS',
     lat: 24.7,
     lon: 46.7,
+    location: 'Saudi Arabia',
     keywords: ['saudi', 'riyadh', 'mbs', 'aramco', 'opec', 'saudi arabia'],
     agencies: ['GIP', 'Saudi Royal Court', 'Aramco'],
     description: 'Saudi Arabia power center. OPEC+ decisions. Regional influence.',
@@ -187,6 +350,7 @@ export const INTEL_HOTSPOTS: Hotspot[] = [
     subtext: 'Egypt/GIS',
     lat: 30.0,
     lon: 31.2,
+    location: 'Egypt',
     keywords: ['egypt', 'cairo', 'sisi', 'egyptian', 'suez'],
     agencies: ['GIS', 'Egyptian Armed Forces'],
     description: 'Egyptian command. Gaza border control. Suez Canal security.',
@@ -198,6 +362,7 @@ export const INTEL_HOTSPOTS: Hotspot[] = [
     subtext: 'Iraq/PMF',
     lat: 33.3,
     lon: 44.4,
+    location: 'Iraq',
     keywords: ['iraq', 'baghdad', 'iraqi', 'pmf', 'militia'],
     agencies: ['Iraqi Security Forces', 'PMF', 'US Embassy'],
     description: 'Iraqi government. Iran-backed militias. US military presence.',
@@ -209,6 +374,7 @@ export const INTEL_HOTSPOTS: Hotspot[] = [
     subtext: 'Syria Crisis',
     lat: 33.5,
     lon: 36.3,
+    location: 'Syria',
     keywords: ['syria', 'damascus', 'assad', 'syrian', 'hts'],
     agencies: ['Syrian Govt', 'HTS', 'Russian Forces', 'Turkish Forces'],
     description: 'Syrian civil war aftermath. Multiple foreign interventions.',
@@ -220,6 +386,7 @@ export const INTEL_HOTSPOTS: Hotspot[] = [
     subtext: 'Qatar/Al Udeid',
     lat: 25.3,
     lon: 51.5,
+    location: 'Qatar',
     keywords: ['qatar', 'doha', 'qatari', 'al jazeera'],
     agencies: ['Qatari State Security', 'CENTCOM Forward HQ'],
     description: 'Qatar diplomatic hub. US CENTCOM base. Al Jazeera HQ.',
@@ -231,6 +398,7 @@ export const INTEL_HOTSPOTS: Hotspot[] = [
     subtext: 'Turkey/MIT',
     lat: 39.9,
     lon: 32.9,
+    location: 'Turkey',
     keywords: ['turkey', 'ankara', 'erdogan', 'turkish', 'mit'],
     agencies: ['MIT', 'Turkish Armed Forces', 'AKP'],
     description: 'NATO member. Kurdish conflict. Syria/Libya operations.',
@@ -242,6 +410,7 @@ export const INTEL_HOTSPOTS: Hotspot[] = [
     subtext: 'Lebanon/Hezbollah',
     lat: 33.9,
     lon: 35.5,
+    location: 'Lebanon',
     keywords: ['lebanon', 'beirut', 'hezbollah', 'lebanese', 'nasrallah'],
     agencies: ['LAF', 'Hezbollah', 'UNIFIL'],
     description: 'Lebanon crisis. Hezbollah stronghold. Israel border tensions.',
@@ -257,6 +426,17 @@ export const INTEL_HOTSPOTS: Hotspot[] = [
     agencies: ['Houthi Forces', 'Saudi Coalition', 'US Navy'],
     description: 'Yemen conflict. Houthi Red Sea attacks. Shipping disruption.',
     status: 'Monitoring',
+    escalationScore: 4,
+    escalationTrend: 'escalating',
+    escalationIndicators: ['Red Sea shipping attacks', 'US/UK strikes on Yemen', 'Iran weapon supplies', 'Commercial ship seizures'],
+    history: {
+      lastMajorEvent: 'Red Sea campaign begins',
+      lastMajorEventDate: '2023-11-19',
+      precedentCount: 3,
+      precedentDescription: 'Civil war since 2014, Saudi intervention 2015, US strikes 2024',
+      cyclicalRisk: 'Ramadan, Gaza war linkage',
+    },
+    whyItMatters: 'Disrupting 12% of global trade via Suez; insurance costs spiking; Iran proxy demonstration',
   },
   {
     id: 'abudhabi',
@@ -302,7 +482,7 @@ export const CONFLICT_ZONES: ConflictZone[] = [
     displaced: '6.5M+ refugees',
     keywords: ['ukraine', 'russia', 'zelensky', 'putin', 'donbas', 'crimea'],
     startDate: 'Feb 24, 2022',
-    location: '48.0°N, 37.5°E',
+    location: 'Eastern Ukraine (Donetsk, Luhansk)',
     description: 'Full-scale Russian invasion of Ukraine. Active frontlines in Donetsk, Luhansk, Zaporizhzhia, and Kherson oblasts. Heavy artillery, drone warfare, and trench combat.',
     keyDevelopments: ['Battle of Bakhmut', 'Kursk incursion', 'Black Sea drone strikes', 'Infrastructure attacks'],
   },
@@ -317,7 +497,7 @@ export const CONFLICT_ZONES: ConflictZone[] = [
     displaced: '2M+ displaced',
     keywords: ['gaza', 'israel', 'hamas', 'palestinian'],
     startDate: 'Oct 7, 2023',
-    location: '31.5°N, 34.5°E',
+    location: 'Gaza Strip, Palestinian Territories',
     description: 'Israeli military operations in Gaza following October 7 attacks. Ground invasion, aerial bombardment. Humanitarian crisis. Regional escalation with Hezbollah.',
     keyDevelopments: ['Rafah ground operation', 'Humanitarian crisis', 'Hostage negotiations', 'Iran-backed attacks'],
   },
@@ -332,7 +512,7 @@ export const CONFLICT_ZONES: ConflictZone[] = [
     displaced: '10M+ displaced',
     keywords: ['sudan', 'khartoum', 'darfur'],
     startDate: 'Apr 15, 2023',
-    location: '15.0°N, 32.5°E',
+    location: 'Khartoum & Darfur, Sudan',
     description: 'Power struggle between SAF and RSF paramilitary. Fighting centered around Khartoum, Darfur. Major humanitarian catastrophe with famine conditions.',
     keyDevelopments: ['Khartoum battle', 'Darfur massacres', 'El Fasher siege', 'Famine declared'],
   },
@@ -347,10 +527,42 @@ export const CONFLICT_ZONES: ConflictZone[] = [
     displaced: '2.6M+ displaced',
     keywords: ['myanmar', 'burma', 'rohingya'],
     startDate: 'Feb 1, 2021',
-    location: '19.0°N, 96.0°E',
+    location: 'Myanmar (Burma)',
     description: 'Civil war following military coup. Resistance forces gaining ground. Multiple ethnic armed organizations. Humanitarian crisis.',
     keyDevelopments: ['Operation 1027', 'Junta airstrikes', 'Border clashes', 'Resistance advances'],
   },
+  {
+    id: 'yemen_redsea',
+    name: 'Red Sea Crisis',
+    // Coords in [lon, lat] format for GeoJSON - Red Sea is around 42-45°E, 12-16°N
+    coords: [[42, 12], [42, 16], [44, 16], [45, 13], [44, 12]],
+    center: [43, 14],
+    intensity: 'high',
+    parties: ['Houthis', 'US/UK Coalition', 'Yemen Govt'],
+    casualties: 'Unknown (Maritime)',
+    displaced: '4.5M+ (Yemen Civil War)',
+    keywords: ['houthi', 'red sea', 'yemen', 'missile', 'drone', 'ship'],
+    startDate: 'Nov 19, 2023',
+    location: 'Red Sea & Gulf of Aden, Yemen',
+    description: 'Houthi maritime campaign against commercial shipping. US/UK airstrikes on Houthi targets. Ongoing blockade attempts.',
+    keyDevelopments: ['Ship hijackings', 'US airstrikes', 'Cable cuts', 'Sinking of Rubymar'],
+  },
+  {
+    id: 'south_lebanon',
+    name: 'Israel-Lebanon Border',
+    // Coords in [lon, lat] format for GeoJSON - Lebanon border is around 35-36°E, 33-34°N
+    coords: [[35.1, 33.0], [35.1, 33.4], [35.8, 33.4], [35.8, 33.0]],
+    center: [35.4, 33.2],
+    intensity: 'high',
+    parties: ['Israel (IDF)', 'Hezbollah'],
+    casualties: '500+ killed',
+    displaced: '150k+ displaced',
+    keywords: ['hezbollah', 'lebanon', 'israel', 'border', 'rocket', 'airstrike'],
+    startDate: 'Oct 8, 2023',
+    location: 'Southern Lebanon / Northern Israel',
+    description: 'Cross-border artillery and rocket fire. Targeted assassinations. High risk of full-scale escalation.',
+    keyDevelopments: ['Daily rocket fire', 'IDF airstrikes', 'Buffer zone evacuation', 'Litani River tensions'],
+  },
 ];
 
 // US Domestic bases (not in overseas dataset - these are CONUS bases)
@@ -403,41 +615,388 @@ function mergeAndDeduplicateBases(): MilitaryBase[] {
 export const MILITARY_BASES: MilitaryBase[] = mergeAndDeduplicateBases();
 
 export const UNDERSEA_CABLES: UnderseaCable[] = [
+  // === TRANS-ATLANTIC (3 - south/central/north routes) ===
   {
-    id: 'transatlantic_1',
-    name: 'TAT-14',
-    points: [[-74.0, 40.7], [-30.0, 45.0], [-9.0, 52.0]],
+    id: 'marea',
+    name: 'MAREA',
+    points: [[-73.0, 39.0], [-30.0, 42.0], [-9.0, 37.0]],
     major: true,
+    capacityTbps: 200,
+    rfsYear: 2017,
+    owners: ['Microsoft', 'Meta', 'Telxius'],
+    landingPoints: [
+      { country: 'US', countryName: 'United States', city: 'Virginia Beach', lat: 36.85, lon: -75.98 },
+      { country: 'ES', countryName: 'Spain', city: 'Bilbao', lat: 43.26, lon: -2.93 },
+    ],
+    countriesServed: [
+      { country: 'US', capacityShare: 0.05, isRedundant: true },
+      { country: 'ES', capacityShare: 0.15, isRedundant: true },
+      { country: 'GB', capacityShare: 0.08, isRedundant: true },
+      { country: 'FR', capacityShare: 0.06, isRedundant: true },
+    ],
   },
   {
-    id: 'transpacific_1',
-    name: 'Unity',
-    points: [[-122.4, 37.8], [-155.0, 25.0], [139.7, 35.7]],
+    id: 'grace_hopper',
+    name: 'Grace Hopper',
+    points: [[-74.0, 40.0], [-30.0, 44.0], [-6.0, 53.0], [-9.0, 37.0]],
     major: true,
+    capacityTbps: 340,
+    rfsYear: 2022,
+    owners: ['Google'],
+    landingPoints: [
+      { country: 'US', countryName: 'United States', city: 'New York', lat: 40.57, lon: -73.97 },
+      { country: 'GB', countryName: 'United Kingdom', city: 'Bude', lat: 50.83, lon: -4.55 },
+      { country: 'ES', countryName: 'Spain', city: 'Bilbao', lat: 43.26, lon: -2.93 },
+    ],
+    countriesServed: [
+      { country: 'US', capacityShare: 0.04, isRedundant: true },
+      { country: 'GB', capacityShare: 0.12, isRedundant: true },
+      { country: 'ES', capacityShare: 0.10, isRedundant: true },
+    ],
   },
   {
-    id: 'seamewe5',
-    name: 'SEA-ME-WE 5',
-    points: [[103.8, 1.3], [73.0, 15.0], [43.0, 12.0], [32.5, 30.0], [12.5, 42.0]],
+    id: 'havfrue',
+    name: 'Havfrue',
+    points: [[-74.0, 40.5], [-30.0, 55.0], [5.0, 58.0], [12.0, 56.0]],
     major: true,
+    capacityTbps: 108,
+    rfsYear: 2020,
+    owners: ['Google', 'Facebook', 'Aqua Comms'],
+    landingPoints: [
+      { country: 'US', countryName: 'United States', city: 'New Jersey', lat: 40.22, lon: -74.01 },
+      { country: 'NO', countryName: 'Norway', city: 'Kristiansand', lat: 58.15, lon: 8.0 },
+      { country: 'DK', countryName: 'Denmark', city: 'Blaabjerg', lat: 55.56, lon: 8.13 },
+    ],
+    countriesServed: [
+      { country: 'US', capacityShare: 0.02, isRedundant: true },
+      { country: 'NO', capacityShare: 0.25, isRedundant: true },
+      { country: 'DK', capacityShare: 0.20, isRedundant: true },
+    ],
   },
+
+  // === TRANS-PACIFIC (3 - US-Asia, US-Australia, US-South America) ===
   {
-    id: 'aae1',
-    name: 'AAE-1',
-    points: [[103.8, 1.3], [80.0, 6.0], [55.0, 15.0], [43.0, 12.0], [36.0, 32.0]],
+    id: 'faster',
+    name: 'FASTER',
+    points: [[-122.0, 37.0], [-155.0, 22.0], [139.0, 35.0]],
     major: true,
+    capacityTbps: 60,
+    rfsYear: 2016,
+    owners: ['Google', 'China Mobile', 'China Telecom', 'KDDI', 'SingTel'],
+    landingPoints: [
+      { country: 'US', countryName: 'United States', city: 'Oregon', lat: 43.37, lon: -124.22 },
+      { country: 'JP', countryName: 'Japan', city: 'Chikura', lat: 34.95, lon: 139.95 },
+      { country: 'JP', countryName: 'Japan', city: 'Shima', lat: 34.32, lon: 136.85 },
+    ],
+    countriesServed: [
+      { country: 'US', capacityShare: 0.03, isRedundant: true },
+      { country: 'JP', capacityShare: 0.15, isRedundant: true },
+    ],
+  },
+  {
+    id: 'southern_cross',
+    name: 'Southern Cross',
+    points: [[151.0, -34.0], [-175.0, -40.0], [-122.0, 34.0]],
+    major: true,
+    capacityTbps: 72,
+    rfsYear: 2000,
+    owners: ['Southern Cross Cables'],
+    landingPoints: [
+      { country: 'AU', countryName: 'Australia', city: 'Sydney', lat: -33.87, lon: 151.21 },
+      { country: 'NZ', countryName: 'New Zealand', city: 'Auckland', lat: -36.85, lon: 174.76 },
+      { country: 'US', countryName: 'United States', city: 'Los Angeles', lat: 33.74, lon: -118.27 },
+    ],
+    countriesServed: [
+      { country: 'AU', capacityShare: 0.20, isRedundant: true },
+      { country: 'NZ', capacityShare: 0.35, isRedundant: false },
+      { country: 'FJ', capacityShare: 0.15, isRedundant: false },
+    ],
   },
   {
     id: 'curie',
     name: 'Curie',
     points: [[-122.4, 37.8], [-90.0, 10.0], [-77.0, -12.0]],
     major: true,
+    capacityTbps: 72,
+    rfsYear: 2019,
+    owners: ['Google'],
+    landingPoints: [
+      { country: 'US', countryName: 'United States', city: 'Los Angeles', lat: 33.74, lon: -118.27 },
+      { country: 'CL', countryName: 'Chile', city: 'Valparaiso', lat: -33.05, lon: -71.62 },
+    ],
+    countriesServed: [
+      { country: 'US', capacityShare: 0.01, isRedundant: true },
+      { country: 'CL', capacityShare: 0.25, isRedundant: true },
+      { country: 'PA', capacityShare: 0.10, isRedundant: true },
+    ],
   },
+
+  // === ASIA-EUROPE (2 - SEA-ME-WE corridor + alternative) ===
   {
-    id: 'marea',
-    name: 'MAREA',
-    points: [[-73.0, 39.0], [-30.0, 42.0], [-9.0, 37.0]],
+    id: 'seamewe6',
+    name: 'SEA-ME-WE 6',
+    points: [[103.8, 1.3], [80.0, 6.0], [55.0, 24.0], [43.0, 12.0], [32.5, 30.0], [12.5, 42.0], [-9.0, 38.0]],
+    major: true,
+    capacityTbps: 100,
+    rfsYear: 2025,
+    owners: ['Consortium'],
+    landingPoints: [
+      { country: 'SG', countryName: 'Singapore', city: 'Singapore', lat: 1.35, lon: 103.82 },
+      { country: 'IN', countryName: 'India', city: 'Mumbai', lat: 19.08, lon: 72.88 },
+      { country: 'AE', countryName: 'UAE', city: 'Fujairah', lat: 25.13, lon: 56.34 },
+      { country: 'SA', countryName: 'Saudi Arabia', city: 'Jeddah', lat: 21.49, lon: 39.19 },
+      { country: 'EG', countryName: 'Egypt', city: 'Suez', lat: 29.97, lon: 32.55 },
+      { country: 'FR', countryName: 'France', city: 'Marseille', lat: 43.30, lon: 5.37 },
+    ],
+    countriesServed: [
+      { country: 'SG', capacityShare: 0.10, isRedundant: true },
+      { country: 'IN', capacityShare: 0.15, isRedundant: true },
+      { country: 'AE', capacityShare: 0.12, isRedundant: true },
+      { country: 'SA', capacityShare: 0.08, isRedundant: true },
+      { country: 'EG', capacityShare: 0.10, isRedundant: true },
+    ],
+  },
+  {
+    id: 'flag',
+    name: 'FLAG Europe-Asia',
+    points: [[0.0, 51.0], [-6.0, 36.0], [32.5, 30.0], [55.0, 24.0], [73.0, 15.0], [103.8, 1.3], [139.7, 35.7]],
+    major: true,
+    capacityTbps: 10,
+    rfsYear: 1997,
+    owners: ['Global Cloud Xchange'],
+    landingPoints: [
+      { country: 'GB', countryName: 'United Kingdom', city: 'Porthcurno', lat: 50.04, lon: -5.66 },
+      { country: 'EG', countryName: 'Egypt', city: 'Alexandria', lat: 31.20, lon: 29.92 },
+      { country: 'AE', countryName: 'UAE', city: 'Dubai', lat: 25.20, lon: 55.27 },
+      { country: 'IN', countryName: 'India', city: 'Mumbai', lat: 19.08, lon: 72.88 },
+      { country: 'SG', countryName: 'Singapore', city: 'Singapore', lat: 1.35, lon: 103.82 },
+      { country: 'JP', countryName: 'Japan', city: 'Tokyo', lat: 35.69, lon: 139.69 },
+    ],
+    countriesServed: [
+      { country: 'IN', capacityShare: 0.23, isRedundant: false },
+      { country: 'AE', capacityShare: 0.18, isRedundant: true },
+      { country: 'SA', capacityShare: 0.12, isRedundant: true },
+      { country: 'EG', capacityShare: 0.09, isRedundant: true },
+      { country: 'PK', capacityShare: 0.07, isRedundant: false },
+    ],
+  },
+
+  // === AFRICA (3 - circumnavigation + west + east backbones) ===
+  {
+    id: '2africa',
+    name: '2Africa',
+    points: [[0.0, 51.0], [-9.0, 38.0], [-17.0, 15.0], [4.0, 6.0], [18.0, -34.0], [55.0, -20.0], [55.0, 24.0], [32.5, 30.0]],
+    major: true,
+    capacityTbps: 180,
+    rfsYear: 2024,
+    owners: ['Meta', 'MTN', 'Vodafone', 'Orange'],
+    landingPoints: [
+      { country: 'GB', countryName: 'United Kingdom', city: 'Bude', lat: 50.83, lon: -4.55 },
+      { country: 'PT', countryName: 'Portugal', city: 'Lisbon', lat: 38.72, lon: -9.14 },
+      { country: 'SN', countryName: 'Senegal', city: 'Dakar', lat: 14.69, lon: -17.44 },
+      { country: 'NG', countryName: 'Nigeria', city: 'Lagos', lat: 6.52, lon: 3.38 },
+      { country: 'ZA', countryName: 'South Africa', city: 'Cape Town', lat: -33.93, lon: 18.42 },
+      { country: 'KE', countryName: 'Kenya', city: 'Mombasa', lat: -4.04, lon: 39.67 },
+      { country: 'SA', countryName: 'Saudi Arabia', city: 'Jeddah', lat: 21.49, lon: 39.19 },
+      { country: 'EG', countryName: 'Egypt', city: 'Port Said', lat: 31.26, lon: 32.30 },
+    ],
+    countriesServed: [
+      { country: 'NG', capacityShare: 0.30, isRedundant: true },
+      { country: 'ZA', capacityShare: 0.20, isRedundant: true },
+      { country: 'KE', capacityShare: 0.25, isRedundant: true },
+      { country: 'SN', capacityShare: 0.35, isRedundant: false },
+      { country: 'EG', capacityShare: 0.08, isRedundant: true },
+    ],
+  },
+  {
+    id: 'wacs',
+    name: 'WACS',
+    points: [[18.0, -34.0], [12.0, -6.0], [4.0, 6.0], [-17.0, 15.0], [-6.0, 36.0], [0.0, 51.0]],
+    major: true,
+    capacityTbps: 14.5,
+    rfsYear: 2012,
+    owners: ['MTN', 'Vodacom', 'Togo Telecom'],
+    landingPoints: [
+      { country: 'ZA', countryName: 'South Africa', city: 'Cape Town', lat: -33.93, lon: 18.42 },
+      { country: 'NG', countryName: 'Nigeria', city: 'Lagos', lat: 6.52, lon: 3.38 },
+      { country: 'GB', countryName: 'United Kingdom', city: 'London', lat: 51.51, lon: -0.13 },
+      { country: 'PT', countryName: 'Portugal', city: 'Lisbon', lat: 38.72, lon: -9.14 },
+    ],
+    countriesServed: [
+      { country: 'ZA', capacityShare: 0.15, isRedundant: true },
+      { country: 'NG', capacityShare: 0.20, isRedundant: true },
+      { country: 'GH', capacityShare: 0.30, isRedundant: false },
+      { country: 'CI', capacityShare: 0.35, isRedundant: false },
+    ],
+  },
+  {
+    id: 'eassy',
+    name: 'EASSy',
+    points: [[18.0, -34.0], [32.0, -26.0], [40.0, -15.0], [44.0, -12.0], [50.0, -20.0], [55.0, 24.0]],
+    major: true,
+    capacityTbps: 10,
+    rfsYear: 2010,
+    owners: ['Consortium of 16 telecom companies'],
+    landingPoints: [
+      { country: 'ZA', countryName: 'South Africa', city: 'Mtunzini', lat: -28.95, lon: 31.75 },
+      { country: 'MZ', countryName: 'Mozambique', city: 'Maputo', lat: -25.97, lon: 32.58 },
+      { country: 'TZ', countryName: 'Tanzania', city: 'Dar es Salaam', lat: -6.79, lon: 39.28 },
+      { country: 'KE', countryName: 'Kenya', city: 'Mombasa', lat: -4.04, lon: 39.67 },
+      { country: 'DJ', countryName: 'Djibouti', city: 'Djibouti', lat: 11.59, lon: 43.15 },
+    ],
+    countriesServed: [
+      { country: 'KE', capacityShare: 0.20, isRedundant: true },
+      { country: 'TZ', capacityShare: 0.30, isRedundant: false },
+      { country: 'MZ', capacityShare: 0.25, isRedundant: false },
+      { country: 'MG', capacityShare: 0.40, isRedundant: false },
+    ],
+  },
+
+  // === AMERICAS (2 - South America backbone + Europe direct) ===
+  {
+    id: 'sam1',
+    name: 'SAm-1',
+    points: [[-43.0, -23.0], [-55.0, -35.0], [-70.0, -33.0], [-77.0, -12.0]],
+    major: true,
+    capacityTbps: 2,
+    rfsYear: 2001,
+    owners: ['Telxius'],
+    landingPoints: [
+      { country: 'BR', countryName: 'Brazil', city: 'Rio de Janeiro', lat: -22.91, lon: -43.17 },
+      { country: 'AR', countryName: 'Argentina', city: 'Buenos Aires', lat: -34.60, lon: -58.38 },
+      { country: 'CL', countryName: 'Chile', city: 'Valparaiso', lat: -33.05, lon: -71.62 },
+      { country: 'PE', countryName: 'Peru', city: 'Lima', lat: -12.05, lon: -77.04 },
+    ],
+    countriesServed: [
+      { country: 'BR', capacityShare: 0.05, isRedundant: true },
+      { country: 'AR', capacityShare: 0.15, isRedundant: true },
+      { country: 'CL', capacityShare: 0.10, isRedundant: true },
+      { country: 'PE', capacityShare: 0.12, isRedundant: true },
+    ],
+  },
+  {
+    id: 'ellalink',
+    name: 'EllaLink',
+    points: [[-9.0, 38.0], [-25.0, 20.0], [-35.0, -5.0]],
+    major: true,
+    capacityTbps: 72,
+    rfsYear: 2021,
+    owners: ['EllaLink'],
+    landingPoints: [
+      { country: 'PT', countryName: 'Portugal', city: 'Sines', lat: 37.95, lon: -8.87 },
+      { country: 'BR', countryName: 'Brazil', city: 'Fortaleza', lat: -3.73, lon: -38.53 },
+    ],
+    countriesServed: [
+      { country: 'BR', capacityShare: 0.08, isRedundant: true },
+      { country: 'PT', capacityShare: 0.15, isRedundant: true },
+    ],
+  },
+
+  // === ASIA-PACIFIC (3 - regional backbone + Australia) ===
+  {
+    id: 'apg',
+    name: 'APG',
+    points: [[139.7, 35.7], [121.5, 25.0], [114.0, 22.3], [103.8, 1.3]],
+    major: true,
+    capacityTbps: 54,
+    rfsYear: 2016,
+    owners: ['NTT', 'China Telecom', 'PLDT', 'Viettel'],
+    landingPoints: [
+      { country: 'JP', countryName: 'Japan', city: 'Tokyo', lat: 35.69, lon: 139.69 },
+      { country: 'TW', countryName: 'Taiwan', city: 'Taipei', lat: 25.03, lon: 121.57 },
+      { country: 'HK', countryName: 'Hong Kong', city: 'Hong Kong', lat: 22.32, lon: 114.17 },
+      { country: 'SG', countryName: 'Singapore', city: 'Singapore', lat: 1.35, lon: 103.82 },
+      { country: 'VN', countryName: 'Vietnam', city: 'Da Nang', lat: 16.05, lon: 108.22 },
+    ],
+    countriesServed: [
+      { country: 'JP', capacityShare: 0.08, isRedundant: true },
+      { country: 'TW', capacityShare: 0.15, isRedundant: true },
+      { country: 'VN', capacityShare: 0.25, isRedundant: true },
+      { country: 'TH', capacityShare: 0.10, isRedundant: true },
+    ],
+  },
+  {
+    id: 'indigo',
+    name: 'Indigo',
+    points: [[103.8, 1.3], [115.0, -8.0], [151.0, -34.0]],
+    major: true,
+    capacityTbps: 36,
+    rfsYear: 2019,
+    owners: ['Google', 'AARNet', 'Indosat', 'Singtel', 'SubPartners'],
+    landingPoints: [
+      { country: 'SG', countryName: 'Singapore', city: 'Singapore', lat: 1.35, lon: 103.82 },
+      { country: 'ID', countryName: 'Indonesia', city: 'Jakarta', lat: -6.21, lon: 106.85 },
+      { country: 'AU', countryName: 'Australia', city: 'Sydney', lat: -33.87, lon: 151.21 },
+    ],
+    countriesServed: [
+      { country: 'AU', capacityShare: 0.12, isRedundant: true },
+      { country: 'ID', capacityShare: 0.15, isRedundant: true },
+      { country: 'SG', capacityShare: 0.05, isRedundant: true },
+    ],
+  },
+  {
+    id: 'sjc',
+    name: 'SJC',
+    points: [[103.8, 1.3], [114.0, 22.3], [139.7, 35.7], [-122.0, 34.0]],
     major: true,
+    capacityTbps: 28,
+    rfsYear: 2013,
+    owners: ['China Mobile', 'China Telecom', 'Google', 'KDDI'],
+    landingPoints: [
+      { country: 'SG', countryName: 'Singapore', city: 'Singapore', lat: 1.35, lon: 103.82 },
+      { country: 'HK', countryName: 'Hong Kong', city: 'Hong Kong', lat: 22.32, lon: 114.17 },
+      { country: 'JP', countryName: 'Japan', city: 'Chikura', lat: 34.95, lon: 139.95 },
+      { country: 'US', countryName: 'United States', city: 'Los Angeles', lat: 33.74, lon: -118.27 },
+    ],
+    countriesServed: [
+      { country: 'US', capacityShare: 0.02, isRedundant: true },
+      { country: 'JP', capacityShare: 0.10, isRedundant: true },
+      { country: 'CN', capacityShare: 0.05, isRedundant: true },
+      { country: 'SG', capacityShare: 0.08, isRedundant: true },
+    ],
+  },
+
+  // === ARCTIC/EUROPE (1 - Iceland connectivity) ===
+  {
+    id: 'farice',
+    name: 'FARICE',
+    points: [[-22.0, 64.0], [-7.0, 62.0], [-6.0, 53.0]],
+    major: true,
+    capacityTbps: 5,
+    rfsYear: 2004,
+    owners: ['Farice ehf'],
+    landingPoints: [
+      { country: 'IS', countryName: 'Iceland', city: 'Reykjavik', lat: 64.13, lon: -21.90 },
+      { country: 'FO', countryName: 'Faroe Islands', city: 'Torshavn', lat: 62.01, lon: -6.77 },
+      { country: 'GB', countryName: 'United Kingdom', city: 'Edinburgh', lat: 55.95, lon: -3.19 },
+    ],
+    countriesServed: [
+      { country: 'IS', capacityShare: 0.60, isRedundant: false },
+      { country: 'FO', capacityShare: 0.70, isRedundant: false },
+    ],
+  },
+
+  // === MIDDLE EAST (1 - Gulf region) ===
+  {
+    id: 'falcon',
+    name: 'Falcon',
+    points: [[55.0, 24.0], [56.0, 25.0], [51.5, 26.0], [48.0, 29.0]],
+    major: true,
+    capacityTbps: 5,
+    rfsYear: 2006,
+    owners: ['GBI'],
+    landingPoints: [
+      { country: 'AE', countryName: 'UAE', city: 'Fujairah', lat: 25.13, lon: 56.34 },
+      { country: 'OM', countryName: 'Oman', city: 'Muscat', lat: 23.59, lon: 58.38 },
+      { country: 'BH', countryName: 'Bahrain', city: 'Manama', lat: 26.23, lon: 50.59 },
+      { country: 'KW', countryName: 'Kuwait', city: 'Kuwait City', lat: 29.38, lon: 47.98 },
+    ],
+    countriesServed: [
+      { country: 'AE', capacityShare: 0.08, isRedundant: true },
+      { country: 'OM', capacityShare: 0.15, isRedundant: true },
+      { country: 'BH', capacityShare: 0.20, isRedundant: true },
+      { country: 'KW', capacityShare: 0.15, isRedundant: true },
+    ],
   },
 ];
 
@@ -597,86 +1156,6 @@ export const MAP_URLS = {
   us: 'https://cdn.jsdelivr.net/npm/us-atlas@3/states-10m.json',
 };
 
-export interface CountryLabel {
-  id: number;
-  name: string;
-  lat: number;
-  lon: number;
-}
-
-export const COUNTRY_LABELS: CountryLabel[] = [
-  // Middle East (focus region)
-  { id: 368, name: 'Iraq', lat: 33.2, lon: 43.7 },
-  { id: 760, name: 'Syria', lat: 35.0, lon: 38.5 },
-  { id: 364, name: 'Iran', lat: 32.4, lon: 53.7 },
-  { id: 792, name: 'Turkey', lat: 39.0, lon: 35.2 },
-  { id: 682, name: 'Saudi Arabia', lat: 24.0, lon: 45.0 },
-  { id: 376, name: 'Israel', lat: 31.5, lon: 34.8 },
-  { id: 400, name: 'Jordan', lat: 31.2, lon: 36.5 },
-  { id: 422, name: 'Lebanon', lat: 33.9, lon: 35.9 },
-  { id: 818, name: 'Egypt', lat: 26.8, lon: 30.8 },
-  { id: 784, name: 'UAE', lat: 24.0, lon: 54.0 },
-  { id: 634, name: 'Qatar', lat: 25.4, lon: 51.2 },
-  { id: 414, name: 'Kuwait', lat: 29.3, lon: 47.5 },
-  { id: 887, name: 'Yemen', lat: 15.5, lon: 48.5 },
-  { id: 512, name: 'Oman', lat: 21.5, lon: 57.0 },
-  { id: 48, name: 'Bahrain', lat: 26.0, lon: 50.6 },
-  { id: 275, name: 'Palestine', lat: 31.9, lon: 35.2 },
-  // Major powers
-  { id: 840, name: 'USA', lat: 39.0, lon: -98.0 },
-  { id: 643, name: 'Russia', lat: 60.0, lon: 100.0 },
-  { id: 156, name: 'China', lat: 35.0, lon: 105.0 },
-  { id: 356, name: 'India', lat: 22.0, lon: 79.0 },
-  { id: 826, name: 'UK', lat: 54.0, lon: -2.0 },
-  { id: 250, name: 'France', lat: 46.2, lon: 2.2 },
-  { id: 276, name: 'Germany', lat: 51.2, lon: 10.5 },
-  { id: 380, name: 'Italy', lat: 42.8, lon: 12.8 },
-  { id: 724, name: 'Spain', lat: 40.5, lon: -3.7 },
-  { id: 616, name: 'Poland', lat: 52.0, lon: 19.4 },
-  { id: 804, name: 'Ukraine', lat: 48.4, lon: 31.2 },
-  { id: 392, name: 'Japan', lat: 36.2, lon: 138.3 },
-  { id: 410, name: 'S. Korea', lat: 36.5, lon: 128.0 },
-  { id: 408, name: 'N. Korea', lat: 40.3, lon: 127.5 },
-  // Africa
-  { id: 566, name: 'Nigeria', lat: 9.1, lon: 8.7 },
-  { id: 710, name: 'South Africa', lat: -29.0, lon: 25.0 },
-  { id: 729, name: 'Sudan', lat: 15.5, lon: 30.0 },
-  { id: 728, name: 'S. Sudan', lat: 7.0, lon: 30.0 },
-  { id: 231, name: 'Ethiopia', lat: 9.1, lon: 40.5 },
-  { id: 404, name: 'Kenya', lat: -0.5, lon: 38.0 },
-  { id: 12, name: 'Algeria', lat: 28.0, lon: 2.0 },
-  { id: 504, name: 'Morocco', lat: 32.0, lon: -6.0 },
-  { id: 434, name: 'Libya', lat: 27.0, lon: 17.0 },
-  // Asia
-  { id: 586, name: 'Pakistan', lat: 30.4, lon: 69.3 },
-  { id: 4, name: 'Afghanistan', lat: 33.9, lon: 67.7 },
-  { id: 104, name: 'Myanmar', lat: 21.9, lon: 96.0 },
-  { id: 764, name: 'Thailand', lat: 15.9, lon: 101.0 },
-  { id: 704, name: 'Vietnam', lat: 16.0, lon: 108.0 },
-  { id: 360, name: 'Indonesia', lat: -2.5, lon: 118.0 },
-  { id: 458, name: 'Malaysia', lat: 4.2, lon: 101.5 },
-  { id: 608, name: 'Philippines', lat: 12.9, lon: 122.0 },
-  { id: 158, name: 'Taiwan', lat: 23.7, lon: 121.0 },
-  // Americas
-  { id: 124, name: 'Canada', lat: 56.0, lon: -106.0 },
-  { id: 484, name: 'Mexico', lat: 23.6, lon: -102.5 },
-  { id: 76, name: 'Brazil', lat: -14.2, lon: -51.9 },
-  { id: 32, name: 'Argentina', lat: -38.4, lon: -63.6 },
-  { id: 862, name: 'Venezuela', lat: 6.4, lon: -66.6 },
-  { id: 170, name: 'Colombia', lat: 4.6, lon: -74.3 },
-  // Europe
-  { id: 112, name: 'Belarus', lat: 53.7, lon: 28.0 },
-  { id: 348, name: 'Hungary', lat: 47.2, lon: 19.5 },
-  { id: 642, name: 'Romania', lat: 45.9, lon: 25.0 },
-  { id: 300, name: 'Greece', lat: 39.1, lon: 21.8 },
-  { id: 752, name: 'Sweden', lat: 62.0, lon: 15.0 },
-  { id: 578, name: 'Norway', lat: 61.0, lon: 8.5 },
-  { id: 246, name: 'Finland', lat: 64.0, lon: 26.0 },
-  // Oceania
-  { id: 36, name: 'Australia', lat: -25.3, lon: 133.8 },
-  { id: 554, name: 'New Zealand', lat: -41.0, lon: 174.9 },
-];
-
 // Global Economic Centers - Stock Exchanges, Central Banks, Financial Hubs
 export const ECONOMIC_CENTERS: EconomicCenter[] = [
   // Americas
@@ -726,3 +1205,36 @@ export const ECONOMIC_CENTERS: EconomicCenter[] = [
   { id: 'cayman', name: 'Cayman Islands', type: 'financial-hub', lat: 19.3133, lon: -81.2546, country: 'Cayman Islands', description: 'Offshore financial center' },
   { id: 'luxembourg', name: 'Luxembourg', type: 'financial-hub', lat: 49.6116, lon: 6.1319, country: 'Luxembourg', description: 'European investment fund center' },
 ];
+
+export const SPACEPORTS: Spaceport[] = [
+  { id: 'ksc', name: 'Kennedy Space Center', lat: 28.57, lon: -80.64, country: 'USA', operator: 'NASA/Space Force', status: 'active', launches: 'High' },
+  { id: 'vandenberg', name: 'Vandenberg SFB', lat: 34.74, lon: -120.57, country: 'USA', operator: 'US Space Force', status: 'active', launches: 'Medium' },
+  { id: 'boca_chica', name: 'Starbase', lat: 25.99, lon: -97.15, country: 'USA', operator: 'SpaceX', status: 'active', launches: 'High' },
+  { id: 'baikonur', name: 'Baikonur Cosmodrome', lat: 45.96, lon: 63.30, country: 'Kazakhstan', operator: 'Roscosmos', status: 'active', launches: 'Medium' },
+  { id: 'plesetsk', name: 'Plesetsk Cosmodrome', lat: 62.92, lon: 40.57, country: 'Russia', operator: 'Roscosmos/Military', status: 'active', launches: 'Medium' },
+  { id: 'vostochny', name: 'Vostochny Cosmodrome', lat: 51.88, lon: 128.33, country: 'Russia', operator: 'Roscosmos', status: 'active', launches: 'Low' },
+  { id: 'jiuquan', name: 'Jiuquan SLC', lat: 40.96, lon: 100.29, country: 'China', operator: 'CNSA', status: 'active', launches: 'High' },
+  { id: 'xichang', name: 'Xichang SLC', lat: 28.24, lon: 102.02, country: 'China', operator: 'CNSA', status: 'active', launches: 'High' },
+  { id: 'wenchang', name: 'Wenchang SLC', lat: 19.61, lon: 110.95, country: 'China', operator: 'CNSA', status: 'active', launches: 'Medium' },
+  { id: 'kourou', name: 'Guiana Space Centre', lat: 5.23, lon: -52.76, country: 'France', operator: 'ESA/CNES', status: 'active', launches: 'Medium' },
+  { id: 'sriharikota', name: 'Satish Dhawan SC', lat: 13.72, lon: 80.23, country: 'India', operator: 'ISRO', status: 'active', launches: 'Medium' },
+  { id: 'tanegashima', name: 'Tanegashima SC', lat: 30.40, lon: 130.97, country: 'Japan', operator: 'JAXA', status: 'active', launches: 'Low' },
+];
+
+export const CRITICAL_MINERALS: CriticalMineralProject[] = [
+  // Lithium
+  { id: 'greenbushes', name: 'Greenbushes', lat: -33.86, lon: 116.01, mineral: 'Lithium', country: 'Australia', operator: 'Talison Lithium', status: 'producing', significance: 'Largest hard-rock lithium mine' },
+  { id: 'atacama', name: 'Salar de Atacama', lat: -23.50, lon: -68.33, mineral: 'Lithium', country: 'Chile', operator: 'SQM/Albemarle', status: 'producing', significance: 'Largest brine lithium source' },
+  { id: 'pilgangoora', name: 'Pilgangoora', lat: -21.03, lon: 118.91, mineral: 'Lithium', country: 'Australia', operator: 'Pilbara Minerals', status: 'producing', significance: 'Major hard-rock deposit' },
+  { id: 'silver_peak', name: 'Silver Peak', lat: 37.75, lon: -117.65, country: 'USA', mineral: 'Lithium', operator: 'Albemarle', status: 'producing', significance: 'Only active US lithium mine' },
+  // Cobalt
+  { id: 'mutanda', name: 'Mutanda', lat: -10.78, lon: 25.80, mineral: 'Cobalt', country: 'DRC', operator: 'Glencore', status: 'producing', significance: 'World largest cobalt mine' },
+  { id: 'tenke', name: 'Tenke Fungurume', lat: -10.61, lon: 26.16, mineral: 'Cobalt', country: 'DRC', operator: 'CMOC', status: 'producing', significance: 'Major Chinese-owned cobalt source' },
+  // Rare Earths
+  { id: 'bayan_obo', name: 'Bayan Obo', lat: 41.76, lon: 109.95, mineral: 'Rare Earths', country: 'China', operator: 'China Northern Rare Earth', status: 'producing', significance: 'World largest REE mine (45% global production)' },
+  { id: 'mountain_pass', name: 'Mountain Pass', lat: 35.47, lon: -115.53, mineral: 'Rare Earths', country: 'USA', operator: 'MP Materials', status: 'producing', significance: 'Only major US REE mine' },
+  { id: 'mount_weld', name: 'Mount Weld', lat: -28.86, lon: 122.17, mineral: 'Rare Earths', country: 'Australia', operator: 'Lynas', status: 'producing', significance: 'Major non-Chinese REE source' },
+  // Nickel
+  { id: 'wedabay', name: 'Weda Bay', lat: 0.47, lon: 127.94, mineral: 'Nickel', country: 'Indonesia', operator: 'Tsingshan/Eramet', status: 'producing', significance: 'Massive nickel pig iron production' },
+  { id: 'norilsk', name: 'Norilsk', lat: 69.33, lon: 88.21, mineral: 'Nickel', country: 'Russia', operator: 'Nornickel', status: 'producing', significance: 'Major palladium/nickel source' },
+];
diff --git a/src/config/index.ts b/src/config/index.ts
index d1a474120..5b4468812 100644
--- a/src/config/index.ts
+++ b/src/config/index.ts
@@ -1,24 +1,101 @@
-export * from './feeds';
-export * from './markets';
-export * from './geo';
-export * from './panels';
-export * from './irradiators';
-export * from './pipelines';
-export * from './ai-datacenters';
-
-export const API_URLS = {
-  yahooFinance: (symbol: string) =>
-    `/api/yahoo/v8/finance/chart/${encodeURIComponent(symbol)}`,
-  coingecko:
-    '/api/coingecko/api/v3/simple/price?ids=bitcoin,ethereum,solana&vs_currencies=usd&include_24hr_change=true',
-  polymarket: '/api/polymarket/events?closed=false&limit=20',
-  earthquakes: '/api/earthquake/earthquakes/feed/v1.0/summary/4.5_day.geojson',
-};
-
-export const REFRESH_INTERVALS = {
-  feeds: 5 * 60 * 1000,    // 5 minutes
-  markets: 60 * 1000,       // 1 minute
-  crypto: 60 * 1000,        // 1 minute
-  predictions: 5 * 60 * 1000, // 5 minutes
-  ais: 10 * 60 * 1000, // 10 minutes
-};
+// Configuration exports
+// For variant-specific builds, set VITE_VARIANT environment variable
+// VITE_VARIANT=tech → tech.worldmonitor.app (tech-focused)
+// VITE_VARIANT=full → worldmonitor.app (geopolitical)
+
+export { SITE_VARIANT } from './variant';
+
+// Shared base configuration (always included)
+export {
+  API_URLS,
+  REFRESH_INTERVALS,
+  MONITOR_COLORS,
+  STORAGE_KEYS,
+} from './variants/base';
+
+// Market data (shared)
+export { SECTORS, COMMODITIES, MARKET_SYMBOLS, CRYPTO_MAP } from './markets';
+
+// Geo data (shared base)
+export { UNDERSEA_CABLES, MAP_URLS } from './geo';
+
+// AI Datacenters (shared)
+export { AI_DATA_CENTERS } from './ai-datacenters';
+
+// Feeds configuration (shared functions, variant-specific data)
+export {
+  SOURCE_TIERS,
+  getSourceTier,
+  SOURCE_TYPES,
+  getSourceType,
+  getSourcePropagandaRisk,
+  ALERT_KEYWORDS,
+  ALERT_EXCLUSIONS,
+  type SourceRiskProfile,
+  type SourceType,
+} from './feeds';
+
+// Panel configuration - imported from panels.ts
+export {
+  DEFAULT_PANELS,
+  DEFAULT_MAP_LAYERS,
+  MOBILE_DEFAULT_MAP_LAYERS,
+} from './panels';
+
+// ============================================
+// VARIANT-SPECIFIC EXPORTS
+// Only import what's needed for each variant
+// ============================================
+
+// Full variant (geopolitical) - only included in full builds
+// These are large data files that should be tree-shaken in tech builds
+export {
+  FEEDS,
+  INTEL_SOURCES,
+} from './feeds';
+
+export {
+  INTEL_HOTSPOTS,
+  CONFLICT_ZONES,
+  MILITARY_BASES,
+  NUCLEAR_FACILITIES,
+  APT_GROUPS,
+  STRATEGIC_WATERWAYS,
+  ECONOMIC_CENTERS,
+  SANCTIONED_COUNTRIES,
+  SPACEPORTS,
+  CRITICAL_MINERALS,
+} from './geo';
+
+export { GAMMA_IRRADIATORS } from './irradiators';
+export { PIPELINES, PIPELINE_COLORS } from './pipelines';
+export { PORTS } from './ports';
+export { MONITORED_AIRPORTS, FAA_AIRPORTS } from './airports';
+export {
+  ENTITY_REGISTRY,
+  getEntityById,
+  type EntityType,
+  type EntityEntry,
+} from './entities';
+
+// Tech variant - these are included in tech builds
+export { TECH_COMPANIES } from './tech-companies';
+export { AI_RESEARCH_LABS } from './ai-research-labs';
+export { STARTUP_ECOSYSTEMS } from './startup-ecosystems';
+export {
+  AI_REGULATIONS,
+  REGULATORY_ACTIONS,
+  COUNTRY_REGULATION_PROFILES,
+  getUpcomingDeadlines,
+  getRecentActions,
+} from './ai-regulations';
+export {
+  STARTUP_HUBS,
+  ACCELERATORS,
+  TECH_HQS,
+  CLOUD_REGIONS,
+  type StartupHub,
+  type Accelerator,
+  type TechHQ,
+  type CloudRegion,
+} from './tech-geo';
diff --git a/src/config/military.ts b/src/config/military.ts
new file mode 100644
index 000000000..c67ee2800
--- /dev/null
+++ b/src/config/military.ts
@@ -0,0 +1,515 @@
+import type { MilitaryAircraftType, MilitaryOperator, MilitaryVesselType } from '@/types';
+
+/**
+ * Military callsign prefixes and patterns for aircraft identification
+ * These are used to filter ADS-B data for military aircraft
+ */
+export interface CallsignPattern {
+  pattern: string;           // Regex pattern or prefix
+  operator: MilitaryOperator;
+  aircraftType?: MilitaryAircraftType;
+  description?: string;
+}
+
+// US Military callsign patterns
+export const US_MILITARY_CALLSIGNS: CallsignPattern[] = [
+  // USAF
+  { pattern: '^RCH', operator: 'usaf', aircraftType: 'transport', description: 'REACH - AMC transport' },
+  { pattern: '^REACH', operator: 'usaf', aircraftType: 'transport', description: 'REACH - AMC transport' },
+  { pattern: '^DUKE', operator: 'usaf', aircraftType: 'transport', description: 'DUKE - VIP transport' },
+  { pattern: '^SAM', operator: 'usaf', aircraftType: 'vip', description: 'Special Air Mission' },
+  { pattern: '^AF[12]', operator: 'usaf', aircraftType: 'vip', description: 'Air Force One/Two' },
+  { pattern: '^EXEC', operator: 'usaf', aircraftType: 'vip', description: 'Executive transport' },
+  { pattern: '^GOLD', operator: 'usaf', aircraftType: 'special_ops', description: 'Special operations' },
+  { pattern: '^KING', operator: 'usaf', aircraftType: 'tanker', description: 'KC-135/KC-46 tanker' },
+  { pattern: '^SHELL', operator: 'usaf', aircraftType: 'tanker', description: 'Tanker operations' },
+  { pattern: '^TEAL', operator: 'usaf', aircraftType: 'tanker', description: 'Tanker operations' },
+  { pattern: '^BOLT', operator: 'usaf', aircraftType: 'fighter', description: 'Fighter ops' },
+  { pattern: '^VIPER', operator: 'usaf', aircraftType: 'fighter', description: 'F-16 operations' },
+  { pattern: '^RAPTOR', operator: 'usaf', aircraftType: 'fighter', description: 'F-22 operations' },
+  { pattern: '^BONE', operator: 'usaf', aircraftType: 'bomber', description: 'B-1B operations' },
+  { pattern: '^DEATH', operator: 'usaf', aircraftType: 'bomber', description: 'B-2 operations' },
+  { pattern: '^DOOM', operator: 'usaf', aircraftType: 'bomber', description: 'B-52 operations' },
+  { pattern: '^SNTRY', operator: 'usaf', aircraftType: 'awacs', description: 'E-3 AWACS' },
+  { pattern: '^DRAGN', operator: 'usaf', aircraftType: 'reconnaissance', description: 'U-2 operations' },
+  { pattern: '^COBRA', operator: 'usaf', aircraftType: 'reconnaissance', description: 'RC-135 SIGINT' },
+  { pattern: '^RIVET', operator: 'usaf', aircraftType: 'reconnaissance', description: 'RC-135 variants' },
+  { pattern: '^OLIVE', operator: 'usaf', aircraftType: 'reconnaissance', description: 'RC-135 operations' },
+  { pattern: '^JAKE', operator: 'usaf', aircraftType: 'reconnaissance', description: 'E-8 JSTARS' },
+  { pattern: '^NCHO', operator: 'usaf', aircraftType: 'special_ops', description: 'MC-130 Specops' },
+  { pattern: '^SHADOW', operator: 'usaf', aircraftType: 'special_ops', description: 'Special operations' },
+  { pattern: '^EVAC', operator: 'usaf', aircraftType: 'transport', description: 'Aeromedical evacuation' },
+  { pattern: '^MOOSE', operator: 'usaf', aircraftType: 'transport', description: 'C-17 operations' },
+  { pattern: '^HERKY', operator: 'usaf', aircraftType: 'transport', description: 'C-130 operations' },
+
+  // US Navy
+  { pattern: '^NAVY', operator: 'usn', description: 'US Navy aircraft' },
+  { pattern: '^CNV', operator: 'usn', aircraftType: 'transport', description: 'Navy transport' },
+  { pattern: '^VRC', operator: 'usn', aircraftType: 'transport', description: 'Carrier onboard delivery' },
+  { pattern: '^TRIDENT', operator: 'usn', aircraftType: 'patrol', description: 'P-8 maritime patrol' },
+  { pattern: '^RED', operator: 'usn', aircraftType: 'patrol', description: 'P-8/P-3 operations' },
+  { pattern: '^BRONCO', operator: 'usn', aircraftType: 'fighter', description: 'F/A-18 operations' },
+
+  // US Marine Corps
+  { pattern: '^MARINE', operator: 'usmc', description: 'USMC aircraft' },
+  { pattern: '^HMX', operator: 'usmc', aircraftType: 'vip', description: 'Marine One squadron' },
+  { pattern: '^NIGHT', operator: 'usmc', aircraftType: 'vip', description: 'Nighthawk VIP transport' },
+
+  // US Army
+  { pattern: '^ARMY', operator: 'usa', description: 'US Army aircraft' },
+  { pattern: '^PAT', operator: 'usa', aircraftType: 'transport', description: 'Priority air transport' },
+  { pattern: '^DUSTOFF', operator: 'usa', aircraftType: 'helicopter', description: 'Medevac helicopters' },
+
+  // US Coast Guard
+  { pattern: '^COAST GUARD', operator: 'other', aircraftType: 'patrol', description: 'USCG aircraft' },
+  { pattern: '^CG[0-9]', operator: 'other', aircraftType: 'patrol', description: 'USCG aircraft' },
+
+  // Global Hawk / Drones
+  { pattern: '^FORTE', operator: 'usaf', aircraftType: 'drone', description: 'RQ-4 Global Hawk' },
+  { pattern: '^HAWK', operator: 'usaf', aircraftType: 'drone', description: 'Global Hawk drone' },
+  { pattern: '^REAPER', operator: 'usaf', aircraftType: 'drone', description: 'MQ-9 Reaper' },
+];
+
+// NATO/Allied callsign patterns
+export const NATO_ALLIED_CALLSIGNS: CallsignPattern[] = [
+  // Royal Air Force (UK)
+  { pattern: '^RRR', operator: 'raf', description: 'RAF aircraft' },
+  { pattern: '^ASCOT', operator: 'raf', aircraftType: 'transport', description: 'RAF transport' },
+  { pattern: '^RAFAIR', operator: 'raf', aircraftType: 'transport', description: 'RAF transport' },
+  { pattern: '^TARTAN', operator: 'raf', aircraftType: 'tanker', description: 'RAF tanker' },
+  { pattern: '^NATO', operator: 'nato', aircraftType: 'awacs', description: 'NATO AWACS' },
+
+  // Royal Navy (UK)
+  { pattern: '^RN', operator: 'rn', description: 'Royal Navy aircraft' },
+  { pattern: '^NAVY', operator: 'rn', description: 'RN aircraft' },
+
+  // French Air Force
+  { pattern: '^FAF', operator: 'faf', description: 'French Air Force' },
+  { pattern: '^CTM', operator: 'faf', aircraftType: 'transport', description: 'French AF transport' },
+  { pattern: '^FRENCH', operator: 'faf', description: 'French military' },
+
+  // German Air Force
+  { pattern: '^GAF', operator: 'gaf', description: 'German Air Force' },
+  { pattern: '^GERMAN', operator: 'gaf', description: 'German military' },
+
+  // Israeli Air Force
+  { pattern: '^IAF', operator: 'iaf', description: 'Israeli Air Force' },
+  { pattern: '^ELAL', operator: 'iaf', description: 'IAF transport (covers)' },
+
+  // Turkey
+  { pattern: '^THK', operator: 'other', description: 'Turkish Air Force' },
+  { pattern: '^TUR', operator: 'other', description: 'Turkish military' },
+
+  // Saudi Arabia
+  { pattern: '^SVA', operator: 'other', description: 'Saudi Air Force' },
+  { pattern: '^RSAF', operator: 'other', description: 'Royal Saudi Air Force' },
+
+  // UAE
+  { pattern: '^UAF', operator: 'other', description: 'UAE Air Force' },
+
+  // India
+  { pattern: '^AIR INDIA ONE', operator: 'other', aircraftType: 'vip', description: 'Indian Air Force One' },
+  { pattern: '^IAM', operator: 'other', description: 'Indian Air Force' },
+
+  // Japan ASDF
+  { pattern: '^JPN', operator: 'other', description: 'Japan Self-Defense Force' },
+  { pattern: '^JASDF', operator: 'other', description: 'Japan Air Self-Defense Force' },
+
+  // South Korea
+  { pattern: '^ROKAF', operator: 'other', description: 'Republic of Korea Air Force' },
+  { pattern: '^KAF', operator: 'other', description: 'Korean Air Force' },
+
+  // Australia
+  { pattern: '^RAAF', operator: 'other', description: 'Royal Australian Air Force' },
+  { pattern: '^AUSSIE', operator: 'other', description: 'Australian military' },
+
+  // Canada
+  { pattern: '^CANFORCE', operator: 'other', aircraftType: 'transport', description: 'Canadian Armed Forces' },
+  { pattern: '^CFC', operator: 'other', description: 'Canadian Forces' },
+
+  // Italy
+  { pattern: '^IAM', operator: 'other', description: 'Italian Air Force' },
+  { pattern: '^ITALY', operator: 'other', description: 'Italian military' },
+
+  // Spain
+  { pattern: '^AME', operator: 'other', description: 'Spanish Air Force' },
+
+  // Poland
+  { pattern: '^PLF', operator: 'other', description: 'Polish Air Force' },
+
+  // Greece
+  { pattern: '^HAF', operator: 'other', description: 'Hellenic Air Force' },
+
+  // Egypt
+  { pattern: '^EGY', operator: 'other', description: 'Egyptian Air Force' },
+
+  // Pakistan
+  { pattern: '^PAF', operator: 'other', description: 'Pakistan Air Force' },
+];
+
+// Russian/Chinese callsign patterns (less common due to transponder usage)
+export const ADVERSARY_CALLSIGNS: CallsignPattern[] = [
+  // Russian Aerospace Forces
+  { pattern: '^RF', operator: 'vks', description: 'Russian Federation aircraft' },
+  { pattern: '^RFF', operator: 'vks', description: 'Russian AF' },
+  { pattern: '^RUSSIAN', operator: 'vks', description: 'Russian military' },
+
+  // Chinese PLA
+  { pattern: '^CCA', operator: 'plaaf', description: 'PLA Air Force' },
+  { pattern: '^CHH', operator: 'plan', description: 'PLA Navy Air' },
+  { pattern: '^CHINA', operator: 'plaaf', description: 'Chinese military' },
+];
+
+// All military callsign patterns combined
+export const ALL_MILITARY_CALLSIGNS: CallsignPattern[] = [
+  ...US_MILITARY_CALLSIGNS,
+  ...NATO_ALLIED_CALLSIGNS,
+  ...ADVERSARY_CALLSIGNS,
+];
+
+/**
+ * Military aircraft type codes (ICAO aircraft type designators)
+ * Used to identify military aircraft by their type code
+ */
+export const MILITARY_AIRCRAFT_TYPES: Record<string, { type: MilitaryAircraftType; name: string }> = {
+  // Fighters
+  'F15': { type: 'fighter', name: 'F-15 Eagle' },
+  'F16': { type: 'fighter', name: 'F-16 Fighting Falcon' },
+  'F18': { type: 'fighter', name: 'F/A-18 Hornet' },
+  'FA18': { type: 'fighter', name: 'F/A-18 Hornet' },
+  'F22': { type: 'fighter', name: 'F-22 Raptor' },
+  'F35': { type: 'fighter', name: 'F-35 Lightning II' },
+  'F117': { type: 'fighter', name: 'F-117 Nighthawk' },
+  'SU27': { type: 'fighter', name: 'Su-27 Flanker' },
+  'SU30': { type: 'fighter', name: 'Su-30 Flanker' },
+  'SU35': { type: 'fighter', name: 'Su-35 Flanker-E' },
+  'MIG29': { type: 'fighter', name: 'MiG-29 Fulcrum' },
+  'MIG31': { type: 'fighter', name: 'MiG-31 Foxhound' },
+  'EUFI': { type: 'fighter', name: 'Eurofighter Typhoon' },
+  'EF2K': { type: 'fighter', name: 'Eurofighter Typhoon' },
+  'RFAL': { type: 'fighter', name: 'Dassault Rafale' },
+  'J10': { type: 'fighter', name: 'J-10 Vigorous Dragon' },
+  'J11': { type: 'fighter', name: 'J-11 Flanker' },
+  'J20': { type: 'fighter', name: 'J-20 Mighty Dragon' },
+
+  // Bombers
+  'B52': { type: 'bomber', name: 'B-52 Stratofortress' },
+  'B1': { type: 'bomber', name: 'B-1B Lancer' },
+  'B1B': { type: 'bomber', name: 'B-1B Lancer' },
+  'B2': { type: 'bomber', name: 'B-2 Spirit' },
+  'TU95': { type: 'bomber', name: 'Tu-95 Bear' },
+  'TU160': { type: 'bomber', name: 'Tu-160 Blackjack' },
+  'TU22': { type: 'bomber', name: 'Tu-22M Backfire' },
+  'H6': { type: 'bomber', name: 'H-6 Badger' },
+
+  // Transports
+  'C130': { type: 'transport', name: 'C-130 Hercules' },
+  'C17': { type: 'transport', name: 'C-17 Globemaster III' },
+  'C5': { type: 'transport', name: 'C-5 Galaxy' },
+  'C5M': { type: 'transport', name: 'C-5M Super Galaxy' },
+  'C40': { type: 'transport', name: 'C-40 Clipper' },
+  'C32': { type: 'transport', name: 'C-32 (757)' },
+  'VC25': { type: 'vip', name: 'VC-25 Air Force One' },
+  'A400': { type: 'transport', name: 'A400M Atlas' },
+  'IL76': { type: 'transport', name: 'Il-76 Candid' },
+  'AN124': { type: 'transport', name: 'An-124 Ruslan' },
+  'AN225': { type: 'transport', name: 'An-225 Mriya' },
+  'Y20': { type: 'transport', name: 'Y-20 Kunpeng' },
+
+  // Tankers
+  'KC135': { type: 'tanker', name: 'KC-135 Stratotanker' },
+  'K35R': { type: 'tanker', name: 'KC-135R Stratotanker' },
+  'KC10': { type: 'tanker', name: 'KC-10 Extender' },
+  'KC46': { type: 'tanker', name: 'KC-46 Pegasus' },
+  'A330': { type: 'tanker', name: 'A330 MRTT' },
+  'A332': { type: 'tanker', name: 'A330 MRTT' },
+
+  // AWACS/AEW
+  'E3': { type: 'awacs', name: 'E-3 Sentry AWACS' },
+  'E3TF': { type: 'awacs', name: 'E-3 Sentry AWACS' },
+  'E7': { type: 'awacs', name: 'E-7 Wedgetail' },
+  'E2': { type: 'awacs', name: 'E-2 Hawkeye' },
+  'A50': { type: 'awacs', name: 'A-50 Mainstay' },
+  'KJ2000': { type: 'awacs', name: 'KJ-2000' },
+
+  // Reconnaissance
+  'RC135': { type: 'reconnaissance', name: 'RC-135 Rivet Joint' },
+  'R135': { type: 'reconnaissance', name: 'RC-135' },
+  'U2': { type: 'reconnaissance', name: 'U-2 Dragon Lady' },
+  'U2S': { type: 'reconnaissance', name: 'U-2S Dragon Lady' },
+  'EP3': { type: 'reconnaissance', name: 'EP-3 Aries' },
+  'E8': { type: 'reconnaissance', name: 'E-8 JSTARS' },
+  'WC135': { type: 'reconnaissance', name: 'WC-135 Constant Phoenix' },
+  'OC135': { type: 'reconnaissance', name: 'OC-135 Open Skies' },
+
+  // Maritime Patrol
+  'P8': { type: 'patrol', name: 'P-8 Poseidon' },
+  'P3': { type: 'patrol', name: 'P-3 Orion' },
+  'P1': { type: 'patrol', name: 'Kawasaki P-1' },
+
+  // Drones/UAV
+  'RQ4': { type: 'drone', name: 'RQ-4 Global Hawk' },
+  'GLHK': { type: 'drone', name: 'RQ-4 Global Hawk' },
+  'MQ9': { type: 'drone', name: 'MQ-9 Reaper' },
+  'MQ1': { type: 'drone', name: 'MQ-1 Predator' },
+  'RQ170': { type: 'drone', name: 'RQ-170 Sentinel' },
+  'MQ4C': { type: 'drone', name: 'MQ-4C Triton' },
+
+  // Special Operations
+  'MC130': { type: 'special_ops', name: 'MC-130 Combat Talon' },
+  'AC130': { type: 'special_ops', name: 'AC-130 Gunship' },
+  'CV22': { type: 'special_ops', name: 'CV-22 Osprey' },
+  'MV22': { type: 'special_ops', name: 'MV-22 Osprey' },
+
+  // Helicopters
+  'H60': { type: 'helicopter', name: 'UH-60 Black Hawk' },
+  'S70': { type: 'helicopter', name: 'UH-60 Black Hawk' },
+  'H47': { type: 'helicopter', name: 'CH-47 Chinook' },
+  'CH47': { type: 'helicopter', name: 'CH-47 Chinook' },
+  'AH64': { type: 'helicopter', name: 'AH-64 Apache' },
+  'H64': { type: 'helicopter', name: 'AH-64 Apache' },
+  'H1': { type: 'helicopter', name: 'AH-1 Cobra/Viper' },
+  'MI8': { type: 'helicopter', name: 'Mi-8 Hip' },
+  'MI24': { type: 'helicopter', name: 'Mi-24 Hind' },
+  'MI28': { type: 'helicopter', name: 'Mi-28 Havoc' },
+  'KA52': { type: 'helicopter', name: 'Ka-52 Alligator' },
+};
+
+/**
+ * ICAO 24-bit hex code ranges for military aircraft
+ * These help identify military aircraft even without callsigns
+ * Reference: https://www.ads-b.nl/icao.php
+ */
+export const MILITARY_HEX_RANGES: { start: string; end: string; operator: MilitaryOperator; country: string }[] = [
+  // United States Military (largest block)
+  { start: 'ADF7C7', end: 'ADF7CF', operator: 'usaf', country: 'USA' }, // Known USAF tankers
+  { start: 'AE0000', end: 'AFFFFF', operator: 'usaf', country: 'USA' }, // Main USAF block
+  { start: 'A00000', end: 'A3FFFF', operator: 'usaf', country: 'USA' }, // Additional US military
+
+  // UK Military
+  { start: '43C000', end: '43CFFF', operator: 'raf', country: 'UK' },
+
+  // France Military
+  { start: '3A0000', end: '3AFFFF', operator: 'faf', country: 'France' },
+  { start: '3B0000', end: '3BFFFF', operator: 'faf', country: 'France' },
+
+  // Germany Military
+  { start: '3F0000', end: '3FFFFF', operator: 'gaf', country: 'Germany' },
+
+  // Israel Military (critical for Middle East)
+  { start: '738000', end: '73FFFF', operator: 'iaf', country: 'Israel' },
+
+  // NATO AWACS (Luxembourg registration but NATO operated)
+  { start: '4D0000', end: '4D03FF', operator: 'nato', country: 'NATO' },
+
+  // Italy Military
+  { start: '300000', end: '33FFFF', operator: 'other', country: 'Italy' },
+
+  // Spain Military
+  { start: '340000', end: '37FFFF', operator: 'other', country: 'Spain' },
+
+  // Netherlands Military
+  { start: '480000', end: '480FFF', operator: 'other', country: 'Netherlands' },
+
+  // Turkey Military (important for Middle East)
+  { start: '4BA000', end: '4BCFFF', operator: 'other', country: 'Turkey' },
+
+  // Saudi Arabia Military
+  { start: '710000', end: '717FFF', operator: 'other', country: 'Saudi Arabia' },
+
+  // UAE Military
+  { start: '896000', end: '896FFF', operator: 'other', country: 'UAE' },
+
+  // Qatar Military
+  { start: '06A000', end: '06AFFF', operator: 'other', country: 'Qatar' },
+
+  // Kuwait Military
+  { start: '706000', end: '706FFF', operator: 'other', country: 'Kuwait' },
+
+  // Japan Self-Defense Forces
+  { start: '840000', end: '87FFFF', operator: 'other', country: 'Japan' },
+
+  // South Korea Military
+  { start: '718000', end: '71FFFF', operator: 'other', country: 'South Korea' },
+
+  // Australia Military
+  { start: '7CF800', end: '7CFFFF', operator: 'other', country: 'Australia' },
+
+  // Canada Military
+  { start: 'C00000', end: 'C0FFFF', operator: 'other', country: 'Canada' },
+
+  // India Military
+  { start: '800000', end: '83FFFF', operator: 'other', country: 'India' },
+
+  // Pakistan Military
+  { start: '760000', end: '767FFF', operator: 'other', country: 'Pakistan' },
+
+  // Egypt Military
+  { start: '500000', end: '5003FF', operator: 'other', country: 'Egypt' },
+
+  // Poland Military
+  { start: '488000', end: '48FFFF', operator: 'other', country: 'Poland' },
+
+  // Greece Military
+  { start: '468000', end: '46FFFF', operator: 'other', country: 'Greece' },
+
+  // Sweden Military
+  { start: '4A8000', end: '4AFFFF', operator: 'other', country: 'Sweden' },
+
+  // Norway Military
+  { start: '478000', end: '47FFFF', operator: 'other', country: 'Norway' },
+
+  // Singapore Military
+  { start: '768000', end: '76FFFF', operator: 'other', country: 'Singapore' },
+];
+
+/**
+ * Known military vessel MMSI patterns and ranges
+ * MMSI format: MIDxxxxxx where MID is the Maritime Identification Digits
+ */
+export interface VesselPattern {
+  mmsiPrefix?: string;        // MMSI prefix to match
+  mmsiRange?: { start: number; end: number };
+  operator: MilitaryOperator | 'other';
+  country: string;
+  vesselType?: MilitaryVesselType;
+}
+
+// Military vessel MMSI patterns
+export const MILITARY_VESSEL_PATTERNS: VesselPattern[] = [
+  // US Navy vessels (various MMSI ranges)
+  { mmsiPrefix: '3699', operator: 'usn', country: 'USA', vesselType: 'destroyer' },
+  { mmsiPrefix: '369970', operator: 'usn', country: 'USA' },
+
+  // UK Royal Navy
+  { mmsiPrefix: '232', operator: 'rn', country: 'UK' },
+  { mmsiPrefix: '2320', operator: 'rn', country: 'UK' },
+
+  // Note: Many military vessels don't broadcast AIS or use obscured identities
+];
+
+/**
+ * Known naval vessel names and hull numbers for identification
+ */
+export interface KnownNavalVessel {
+  name: string;
+  hullNumber?: string;
+  mmsi?: string;
+  operator: MilitaryOperator | 'other';
+  country: string;
+  vesselType: MilitaryVesselType;
+  homePort?: string;
+}
+
+export const KNOWN_NAVAL_VESSELS: KnownNavalVessel[] = [
+  // US Aircraft Carriers
+  { name: 'USS Gerald R. Ford', hullNumber: 'CVN-78', operator: 'usn', country: 'USA', vesselType: 'carrier' },
+  { name: 'USS George H.W. Bush', hullNumber: 'CVN-77', operator: 'usn', country: 'USA', vesselType: 'carrier' },
+  { name: 'USS Ronald Reagan', hullNumber: 'CVN-76', operator: 'usn', country: 'USA', vesselType: 'carrier' },
+  { name: 'USS Harry S. Truman', hullNumber: 'CVN-75', operator: 'usn', country: 'USA', vesselType: 'carrier' },
+  { name: 'USS John C. Stennis', hullNumber: 'CVN-74', operator: 'usn', country: 'USA', vesselType: 'carrier' },
+  { name: 'USS George Washington', hullNumber: 'CVN-73', operator: 'usn', country: 'USA', vesselType: 'carrier' },
+  { name: 'USS Abraham Lincoln', hullNumber: 'CVN-72', operator: 'usn', country: 'USA', vesselType: 'carrier' },
+  { name: 'USS Theodore Roosevelt', hullNumber: 'CVN-71', operator: 'usn', country: 'USA', vesselType: 'carrier' },
+  { name: 'USS Carl Vinson', hullNumber: 'CVN-70', operator: 'usn', country: 'USA', vesselType: 'carrier' },
+  { name: 'USS Dwight D. Eisenhower', hullNumber: 'CVN-69', operator: 'usn', country: 'USA', vesselType: 'carrier' },
+  { name: 'USS Nimitz', hullNumber: 'CVN-68', operator: 'usn', country: 'USA', vesselType: 'carrier' },
+
+  // UK Carriers
+  { name: 'HMS Queen Elizabeth', hullNumber: 'R08', operator: 'rn', country: 'UK', vesselType: 'carrier' },
+  { name: 'HMS Prince of Wales', hullNumber: 'R09', operator: 'rn', country: 'UK', vesselType: 'carrier' },
+
+  // Chinese Carriers
+  { name: 'Liaoning', hullNumber: '16', operator: 'plan', country: 'China', vesselType: 'carrier' },
+  { name: 'Shandong', hullNumber: '17', operator: 'plan', country: 'China', vesselType: 'carrier' },
+  { name: 'Fujian', hullNumber: '18', operator: 'plan', country: 'China', vesselType: 'carrier' },
+
+  // Russian Carrier
+  { name: 'Admiral Kuznetsov', operator: 'vks', country: 'Russia', vesselType: 'carrier' },
+
+  // Notable Destroyers/Cruisers
+  { name: 'USS Zumwalt', hullNumber: 'DDG-1000', operator: 'usn', country: 'USA', vesselType: 'destroyer' },
+  { name: 'HMS Defender', hullNumber: 'D36', operator: 'rn', country: 'UK', vesselType: 'destroyer' },
+  { name: 'HMS Duncan', hullNumber: 'D37', operator: 'rn', country: 'UK', vesselType: 'destroyer' },
+
+  // Research/Intel Vessels
+  { name: 'USNS Victorious', hullNumber: 'T-AGOS-19', operator: 'usn', country: 'USA', vesselType: 'research' },
+  { name: 'USNS Impeccable', hullNumber: 'T-AGOS-23', operator: 'usn', country: 'USA', vesselType: 'research' },
+  { name: 'Yuan Wang', operator: 'plan', country: 'China', vesselType: 'research' },
+];
+
+/**
+ * Regions of interest for military activity monitoring
+ */
+// Consolidated regions to reduce API calls (max 4 queries)
+// Names kept short for map cluster labels
+export const MILITARY_HOTSPOTS = [
+  // East Asia: Taiwan + SCS + Korea + Japan Sea (combined)
+  { name: 'INDO-PACIFIC', lat: 28.0, lon: 125.0, radius: 18, priority: 'high' },
+  // Middle East: Persian Gulf + Aden + Mediterranean (combined)
+  { name: 'CENTCOM', lat: 28.0, lon: 42.0, radius: 15, priority: 'high' },
+  // Europe: Black Sea + Baltic (combined)
+  { name: 'EUCOM', lat: 52.0, lon: 28.0, radius: 15, priority: 'medium' },
+  // Keep Arctic separate (large but low activity)
+  { name: 'ARCTIC', lat: 75.0, lon: 0.0, radius: 10, priority: 'low' },
+] as const;
+
+/**
+ * Helper function to identify aircraft by callsign
+ */
+export function identifyByCallsign(callsign: string, originCountry?: string): CallsignPattern | undefined {
+  const normalized = callsign.toUpperCase().trim();
+  const origin = originCountry?.toLowerCase().trim();
+
+  // Prefer country-specific operators to disambiguate (e.g. NAVY → USN vs RN)
+  const preferred: MilitaryOperator[] = [];
+  if (origin === 'united kingdom' || origin === 'uk') preferred.push('rn', 'raf');
+  if (origin === 'united states' || origin === 'usa') preferred.push('usn', 'usaf', 'usa', 'usmc');
+
+  if (preferred.length > 0) {
+    for (const pattern of ALL_MILITARY_CALLSIGNS) {
+      if (!preferred.includes(pattern.operator)) continue;
+      if (new RegExp(pattern.pattern, 'i').test(normalized)) return pattern;
+    }
+  }
+
+  for (const pattern of ALL_MILITARY_CALLSIGNS) {
+    if (new RegExp(pattern.pattern, 'i').test(normalized)) return pattern;
+  }
+
+  return undefined;
+}
+
+/**
+ * Helper function to identify aircraft by type code
+ */
+export function identifyByAircraftType(typeCode: string): { type: MilitaryAircraftType; name: string } | undefined {
+  const normalized = typeCode.toUpperCase().replace(/[^A-Z0-9]/g, '');
+  return MILITARY_AIRCRAFT_TYPES[normalized];
+}
+
+/**
+ * Helper to check if a hex code is in known military range
+ */
+export function isKnownMilitaryHex(hexCode: string): { operator: MilitaryOperator; country: string } | undefined {
+  const hex = hexCode.toUpperCase();
+  for (const range of MILITARY_HEX_RANGES) {
+    if (hex >= range.start && hex <= range.end) {
+      return { operator: range.operator, country: range.country };
+    }
+  }
+  return undefined;
+}
+
+/**
+ * Check if vessel is near a military hotspot
+ */
+export function getNearbyHotspot(lat: number, lon: number): typeof MILITARY_HOTSPOTS[number] | undefined {
+  for (const hotspot of MILITARY_HOTSPOTS) {
+    const distance = Math.sqrt(Math.pow(lat - hotspot.lat, 2) + Math.pow(lon - hotspot.lon, 2));
+    if (distance <= hotspot.radius) {
+      return hotspot;
+    }
+  }
+  return undefined;
+}
diff --git a/src/config/ml-config.ts b/src/config/ml-config.ts
new file mode 100644
index 000000000..75e9d6ffe
--- /dev/null
+++ b/src/config/ml-config.ts
@@ -0,0 +1,82 @@
+/**
+ * ML Configuration for ONNX Runtime Web integration
+ * Models are loaded from HuggingFace CDN via @xenova/transformers
+ */
+
+export interface ModelConfig {
+  id: string;
+  name: string;
+  hfModel: string;
+  size: number;
+  priority: number;
+  required: boolean;
+  task: 'feature-extraction' | 'text-classification' | 'text2text-generation' | 'token-classification';
+}
+
+export const MODEL_CONFIGS: ModelConfig[] = [
+  {
+    id: 'embeddings',
+    name: 'all-MiniLM-L6-v2',
+    hfModel: 'Xenova/all-MiniLM-L6-v2',
+    size: 23_000_000,
+    priority: 1,
+    required: true,
+    task: 'feature-extraction',
+  },
+  {
+    id: 'sentiment',
+    name: 'DistilBERT-SST2',
+    hfModel: 'Xenova/distilbert-base-uncased-finetuned-sst-2-english',
+    size: 65_000_000,
+    priority: 2,
+    required: false,
+    task: 'text-classification',
+  },
+  {
+    id: 'summarization',
+    name: 'Flan-T5-base',
+    hfModel: 'Xenova/flan-t5-base',
+    size: 250_000_000,
+    priority: 3,
+    required: false,
+    task: 'text2text-generation',
+  },
+  {
+    id: 'ner',
+    name: 'BERT-NER',
+    hfModel: 'Xenova/bert-base-NER',
+    size: 65_000_000,
+    priority: 4,
+    required: false,
+    task: 'token-classification',
+  },
+];
+
+export const ML_FEATURE_FLAGS = {
+  semanticClustering: true,
+  mlSentiment: true,
+  summarization: true,
+  mlNER: true,
+  insightsPanel: true,
+};
+
+export const ML_THRESHOLDS = {
+  semanticClusterThreshold: 0.75,
+  minClustersForML: 5,
+  maxTextsPerBatch: 20, // Reduced from 50 to prevent timeout
+  modelLoadTimeoutMs: 30000,
+  inferenceTimeoutMs: 45000, // Reduced - fail faster and fallback to Jaccard
+  memoryBudgetMB: 200,
+};
+
+export function getModelConfig(modelId: string): ModelConfig | undefined {
+  return MODEL_CONFIGS.find(m => m.id === modelId);
+}
+
+export function getRequiredModels(): ModelConfig[] {
+  return MODEL_CONFIGS.filter(m => m.required);
+}
+
+export function getModelsByPriority(): ModelConfig[] {
+  return [...MODEL_CONFIGS].sort((a, b) => a.priority - b.priority);
+}
diff --git a/src/config/panels.ts b/src/config/panels.ts
index 5b577c92c..d9cb6a38c 100644
--- a/src/config/panels.ts
+++ b/src/config/panels.ts
@@ -1,45 +1,236 @@
 import type { PanelConfig, MapLayers } from '@/types';
+import { SITE_VARIANT } from './variant';
 
-export const DEFAULT_PANELS: Record<string, PanelConfig> = {
+// ============================================
+// FULL VARIANT (Geopolitical)
+// ============================================
+// Panel order matters! First panels appear at top of grid.
+// Desired order: live-news, AI Insights, AI Strategic Posture, cii, strategic-risk, then rest
+const FULL_PANELS: Record<string, PanelConfig> = {
   map: { name: 'Global Map', enabled: true, priority: 1 },
+  'live-news': { name: 'Live News', enabled: true, priority: 1 },
+  insights: { name: 'AI Insights', enabled: true, priority: 1 },
+  'strategic-posture': { name: 'AI Strategic Posture', enabled: true, priority: 1 },
+  cii: { name: 'Country Instability', enabled: true, priority: 1 },
+  'strategic-risk': { name: 'Strategic Risk Overview', enabled: true, priority: 1 },
+  intel: { name: 'Intel Feed', enabled: true, priority: 1 },
+  'gdelt-intel': { name: 'Live Intelligence', enabled: true, priority: 1 },
+  cascade: { name: 'Infrastructure Cascade', enabled: true, priority: 1 },
   politics: { name: 'World News', enabled: true, priority: 1 },
   middleeast: { name: 'Middle East', enabled: true, priority: 1 },
-  tech: { name: 'Technology', enabled: true, priority: 1 },
-  ai: { name: 'AI/ML', enabled: true, priority: 1 },
-  finance: { name: 'Financial', enabled: true, priority: 1 },
-  heatmap: { name: 'Sector Heatmap', enabled: true, priority: 1 },
+  africa: { name: 'Africa', enabled: true, priority: 1 },
+  latam: { name: 'Latin America', enabled: true, priority: 1 },
+  asia: { name: 'Asia-Pacific', enabled: true, priority: 1 },
+  energy: { name: 'Energy & Resources', enabled: true, priority: 1 },
+  gov: { name: 'Government', enabled: true, priority: 1 },
+  thinktanks: { name: 'Think Tanks', enabled: true, priority: 1 },
+  polymarket: { name: 'Predictions', enabled: true, priority: 1 },
+  commodities: { name: 'Commodities', enabled: true, priority: 1 },
   markets: { name: 'Markets', enabled: true, priority: 1 },
-  monitors: { name: 'My Monitors', enabled: true, priority: 1 },
-  commodities: { name: 'Commodities', enabled: true, priority: 2 },
-  polymarket: { name: 'Predictions', enabled: true, priority: 2 },
-  gov: { name: 'Government', enabled: true, priority: 2 },
-  intel: { name: 'Intel Feed', enabled: true, priority: 2 },
+  economic: { name: 'Economic Indicators', enabled: true, priority: 1 },
+  finance: { name: 'Financial', enabled: true, priority: 1 },
+  tech: { name: 'Technology', enabled: true, priority: 2 },
   crypto: { name: 'Crypto', enabled: true, priority: 2 },
+  heatmap: { name: 'Sector Heatmap', enabled: true, priority: 2 },
+  ai: { name: 'AI/ML', enabled: true, priority: 2 },
   layoffs: { name: 'Layoffs Tracker', enabled: true, priority: 2 },
-  congress: { name: 'Congress Trades', enabled: true, priority: 2 },
-  thinktanks: { name: 'Think Tanks', enabled: true, priority: 2 },
+  monitors: { name: 'My Monitors', enabled: true, priority: 2 },
+  'satellite-fires': { name: 'Fires', enabled: true, priority: 2 },
+  'macro-signals': { name: 'Market Radar', enabled: true, priority: 2 },
+  'etf-flows': { name: 'BTC ETF Tracker', enabled: true, priority: 2 },
+  stablecoins: { name: 'Stablecoins', enabled: true, priority: 2 },
+  'ucdp-events': { name: 'UCDP Conflict Events', enabled: false, priority: 2 },
+  displacement: { name: 'UNHCR Displacement', enabled: false, priority: 2 },
+  climate: { name: 'Climate Anomalies', enabled: false, priority: 2 },
+  'population-exposure': { name: 'Population Exposure', enabled: false, priority: 2 },
 };
 
-export const DEFAULT_MAP_LAYERS: MapLayers = {
+const FULL_MAP_LAYERS: MapLayers = {
   conflicts: true,
   bases: true,
-  cables: true,
+  cables: false,
   pipelines: false,
   hotspots: true,
   ais: false,
   nuclear: true,
   irradiators: false,
   sanctions: true,
-  earthquakes: true,
   weather: true,
   economic: true,
-  countries: false,
+  waterways: true,
+  outages: true,
+  cyberThreats: false,
+  datacenters: false,
+  protests: false,
+  flights: false,
+  military: true,
+  natural: true,
+  spaceports: false,
+  minerals: false,
+  fires: false,
+  // Data source layers
+  ucdpEvents: false,
+  displacement: false,
+  climate: false,
+  // Tech layers (disabled in full variant)
+  startupHubs: false,
+  cloudRegions: false,
+  accelerators: false,
+  techHQs: false,
+  techEvents: false,
+};
+
+const FULL_MOBILE_MAP_LAYERS: MapLayers = {
+  conflicts: true,
+  bases: false,
+  cables: false,
+  pipelines: false,
+  hotspots: true,
+  ais: false,
+  nuclear: false,
+  irradiators: false,
+  sanctions: true,
+  weather: true,
+  economic: false,
   waterways: false,
   outages: true,
+  cyberThreats: false,
   datacenters: false,
-  protests: true,
+  protests: false,
+  flights: false,
+  military: false,
+  natural: true,
+  spaceports: false,
+  minerals: false,
+  fires: false,
+  // Data source layers
+  ucdpEvents: false,
+  displacement: false,
+  climate: false,
+  // Tech layers (disabled in full variant)
+  startupHubs: false,
+  cloudRegions: false,
+  accelerators: false,
+  techHQs: false,
+  techEvents: false,
+};
+
+// ============================================
+// TECH VARIANT (Tech/AI/Startups)
+// ============================================
+const TECH_PANELS: Record<string, PanelConfig> = {
+  map: { name: 'Global Tech Map', enabled: true, priority: 1 },
+  'live-news': { name: 'Tech Headlines', enabled: true, priority: 1 },
+  insights: { name: 'AI Insights', enabled: true, priority: 1 },
+  ai: { name: 'AI/ML News', enabled: true, priority: 1 },
+  tech: { name: 'Technology', enabled: true, priority: 1 },
+  startups: { name: 'Startups & VC', enabled: true, priority: 1 },
+  vcblogs: { name: 'VC Insights & Essays', enabled: true, priority: 1 },
+  regionalStartups: { name: 'Global Startup News', enabled: true, priority: 1 },
+  unicorns: { name: 'Unicorn Tracker', enabled: true, priority: 1 },
+  accelerators: { name: 'Accelerators & Demo Days', enabled: true, priority: 1 },
+  security: { name: 'Cybersecurity', enabled: true, priority: 1 },
+  policy: { name: 'AI Policy & Regulation', enabled: true, priority: 1 },
+  regulation: { name: 'AI Regulation Dashboard', enabled: true, priority: 1 },
+  layoffs: { name: 'Layoffs Tracker', enabled: true, priority: 1 },
+  markets: { name: 'Tech Stocks', enabled: true, priority: 2 },
+  finance: { name: 'Financial News', enabled: true, priority: 2 },
+  crypto: { name: 'Crypto', enabled: true, priority: 2 },
+  hardware: { name: 'Semiconductors & Hardware', enabled: true, priority: 2 },
+  cloud: { name: 'Cloud & Infrastructure', enabled: true, priority: 2 },
+  dev: { name: 'Developer Community', enabled: true, priority: 2 },
+  github: { name: 'GitHub Trending', enabled: true, priority: 1 },
+  ipo: { name: 'IPO & SPAC', enabled: true, priority: 2 },
+  polymarket: { name: 'Tech Predictions', enabled: true, priority: 2 },
+  funding: { name: 'Funding & VC', enabled: true, priority: 1 },
+  producthunt: { name: 'Product Hunt', enabled: true, priority: 1 },
+  events: { name: 'Tech Events', enabled: true, priority: 1 },
+  'service-status': { name: 'Service Status', enabled: true, priority: 2 },
+  economic: { name: 'Economic Indicators', enabled: true, priority: 2 },
+  'tech-readiness': { name: 'Tech Readiness Index', enabled: true, priority: 1 },
+  'macro-signals': { name: 'Market Radar', enabled: true, priority: 2 },
+  'etf-flows': { name: 'BTC ETF Tracker', enabled: true, priority: 2 },
+  stablecoins: { name: 'Stablecoins', enabled: true, priority: 2 },
+  monitors: { name: 'My Monitors', enabled: true, priority: 2 },
 };
 
+const TECH_MAP_LAYERS: MapLayers = {
+  conflicts: false,
+  bases: false,
+  cables: true,
+  pipelines: false,
+  hotspots: false,
+  ais: false,
+  nuclear: false,
+  irradiators: false,
+  sanctions: false,
+  weather: true,
+  economic: true,
+  waterways: false,
+  outages: true,
+  cyberThreats: false,
+  datacenters: true,
+  protests: false,
+  flights: false,
+  military: false,
+  natural: true,
+  spaceports: false,
+  minerals: false,
+  fires: false,
+  // Data source layers
+  ucdpEvents: false,
+  displacement: false,
+  climate: false,
+  // Tech layers (enabled in tech variant)
+  startupHubs: true,
+  cloudRegions: true,
+  accelerators: false,
+  techHQs: true,
+  techEvents: true,
+};
+
+const TECH_MOBILE_MAP_LAYERS: MapLayers = {
+  conflicts: false,
+  bases: false,
+  cables: false,
+  pipelines: false,
+  hotspots: false,
+  ais: false,
+  nuclear: false,
+  irradiators: false,
+  sanctions: false,
+  weather: false,
+  economic: false,
+  waterways: false,
+  outages: true,
+  cyberThreats: false,
+  datacenters: true,
+  protests: false,
+  flights: false,
+  military: false,
+  natural: true,
+  spaceports: false,
+  minerals: false,
+  fires: false,
+  // Data source layers
+  ucdpEvents: false,
+  displacement: false,
+  climate: false,
+  // Tech layers (limited on mobile)
+  startupHubs: true,
+  cloudRegions: false,
+  accelerators: false,
+  techHQs: false,
+  techEvents: true,
+};
+
+// ============================================
+// VARIANT-AWARE EXPORTS
+// ============================================
+export const DEFAULT_PANELS = SITE_VARIANT === 'tech' ? TECH_PANELS : FULL_PANELS;
+export const DEFAULT_MAP_LAYERS = SITE_VARIANT === 'tech' ? TECH_MAP_LAYERS : FULL_MAP_LAYERS;
+export const MOBILE_DEFAULT_MAP_LAYERS = SITE_VARIANT === 'tech' ? TECH_MOBILE_MAP_LAYERS : FULL_MOBILE_MAP_LAYERS;
+
 export const MONITOR_COLORS = [
   '#44ff88',
   '#ff8844',
@@ -57,4 +248,5 @@ export const STORAGE_KEYS = {
   panels: 'worldmonitor-panels',
   monitors: 'worldmonitor-monitors',
   mapLayers: 'worldmonitor-layers',
+  disabledFeeds: 'worldmonitor-disabled-feeds',
 } as const;
diff --git a/src/config/ports.ts b/src/config/ports.ts
new file mode 100644
index 000000000..d83ee9b3f
--- /dev/null
+++ b/src/config/ports.ts
@@ -0,0 +1,91 @@
+export type PortType = 'container' | 'oil' | 'lng' | 'naval' | 'mixed' | 'bulk';
+
+export interface Port {
+  id: string;
+  name: string;
+  lat: number;
+  lon: number;
+  country: string;
+  type: PortType;
+  rank?: number;
+  note: string;
+}
+
+export const PORTS: Port[] = [
+  // Top Container Ports
+  { id: 'shanghai', name: 'Port of Shanghai', lat: 31.23, lon: 121.47, country: 'China', type: 'container', rank: 1, note: "World's busiest container port. 47M+ TEU." },
+  { id: 'singapore', name: 'Port of Singapore', lat: 1.26, lon: 103.84, country: 'Singapore', type: 'mixed', rank: 2, note: 'Major transshipment hub. Malacca Strait gateway. 37M+ TEU.' },
+  { id: 'ningbo', name: 'Ningbo-Zhoushan', lat: 29.87, lon: 121.55, country: 'China', type: 'mixed', rank: 3, note: 'Largest cargo throughput globally. 33M+ TEU.' },
+  { id: 'shenzhen', name: 'Port of Shenzhen', lat: 22.52, lon: 114.05, country: 'China', type: 'container', rank: 4, note: 'South China gateway. Yantian terminal. 30M+ TEU.' },
+  { id: 'guangzhou', name: 'Port of Guangzhou', lat: 23.08, lon: 113.24, country: 'China', type: 'mixed', rank: 5, note: 'Pearl River Delta. Nansha terminal. 24M+ TEU.' },
+  { id: 'qingdao', name: 'Port of Qingdao', lat: 36.07, lon: 120.31, country: 'China', type: 'mixed', rank: 6, note: 'North China hub. PLA Navy North Sea Fleet nearby.' },
+  { id: 'busan', name: 'Port of Busan', lat: 35.10, lon: 129.04, country: 'South Korea', type: 'container', rank: 7, note: 'Northeast Asia transshipment hub. 22M+ TEU.' },
+  { id: 'tianjin', name: 'Port of Tianjin', lat: 38.99, lon: 117.70, country: 'China', type: 'mixed', rank: 8, note: "Beijing's maritime gateway. 21M+ TEU." },
+  { id: 'hong_kong', name: 'Port of Hong Kong', lat: 22.29, lon: 114.15, country: 'China (SAR)', type: 'container', rank: 9, note: 'Historic transshipment hub. 16M+ TEU.' },
+  { id: 'rotterdam', name: 'Port of Rotterdam', lat: 51.90, lon: 4.50, country: 'Netherlands', type: 'mixed', rank: 10, note: "Europe's largest port. Gateway to EU. 14M+ TEU." },
+  { id: 'jebel_ali', name: 'Jebel Ali (Dubai)', lat: 25.01, lon: 55.06, country: 'UAE', type: 'container', rank: 11, note: "Middle East's largest port. DP World hub. 14M+ TEU." },
+  { id: 'antwerp', name: 'Port of Antwerp-Bruges', lat: 51.26, lon: 4.40, country: 'Belgium', type: 'mixed', rank: 12, note: "Europe's second largest. Petrochemicals hub. 13M+ TEU." },
+  { id: 'klang', name: 'Port Klang', lat: 3.00, lon: 101.39, country: 'Malaysia', type: 'container', rank: 13, note: 'Malacca Strait. Westports terminal. 13M+ TEU.' },
+  { id: 'xiamen', name: 'Port of Xiamen', lat: 24.45, lon: 118.08, country: 'China', type: 'container', rank: 14, note: 'Taiwan Strait. Strategic location. 12M+ TEU.' },
+  { id: 'kaohsiung', name: 'Port of Kaohsiung', lat: 22.61, lon: 120.28, country: 'Taiwan', type: 'container', rank: 15, note: "Taiwan's largest port. Semiconductor exports. 9M+ TEU." },
+  { id: 'los_angeles', name: 'Port of Los Angeles', lat: 33.73, lon: -118.26, country: 'USA', type: 'container', rank: 16, note: 'Western Hemisphere busiest. US-Asia trade gateway. 9M+ TEU.' },
+  { id: 'long_beach', name: 'Port of Long Beach', lat: 33.75, lon: -118.20, country: 'USA', type: 'container', rank: 17, note: 'Handles 40% of US container imports with LA. 8M+ TEU.' },
+  { id: 'tanjung_pelepas', name: 'Tanjung Pelepas', lat: 1.37, lon: 103.55, country: 'Malaysia', type: 'container', rank: 18, note: 'Maersk hub. Singapore competitor. 11M+ TEU.' },
+  { id: 'hamburg', name: 'Port of Hamburg', lat: 53.54, lon: 9.99, country: 'Germany', type: 'container', rank: 19, note: "Germany's largest. North Sea-Baltic connector. 8M+ TEU." },
+  { id: 'laem_chabang', name: 'Laem Chabang', lat: 13.08, lon: 100.88, country: 'Thailand', type: 'container', rank: 20, note: "Thailand's main port. EEC hub. 8M+ TEU." },
+  { id: 'new_york_nj', name: 'Port of NY/NJ', lat: 40.67, lon: -74.04, country: 'USA', type: 'container', rank: 21, note: 'US East Coast largest. Newark/Elizabeth terminals. 9M+ TEU.' },
+  { id: 'piraeus', name: 'Port of Piraeus', lat: 37.94, lon: 23.65, country: 'Greece', type: 'container', rank: 25, note: "COSCO-operated. China's Mediterranean gateway. 5M+ TEU." },
+
+  // Critical Oil/LNG Terminals
+  { id: 'ras_tanura', name: 'Ras Tanura', lat: 26.64, lon: 50.16, country: 'Saudi Arabia', type: 'oil', note: "World's largest offshore oil terminal. Saudi Aramco. 6.5M+ bpd." },
+  { id: 'fujairah', name: 'Port of Fujairah', lat: 25.12, lon: 56.35, country: 'UAE', type: 'oil', note: 'Major bunkering hub. Hormuz bypass. Outside Persian Gulf.' },
+  { id: 'kharg_island', name: 'Kharg Island', lat: 29.23, lon: 50.31, country: 'Iran', type: 'oil', note: "Iran's main oil export terminal. 90%+ of oil exports." },
+  { id: 'ras_laffan', name: 'Ras Laffan', lat: 25.93, lon: 51.54, country: 'Qatar', type: 'lng', note: "World's largest LNG export facility. 77M+ tonnes/year." },
+  { id: 'houston', name: 'Port of Houston', lat: 29.73, lon: -95.02, country: 'USA', type: 'mixed', note: 'US oil/petrochemical hub. 2nd busiest US port by tonnage.' },
+  { id: 'sabine_pass', name: 'Sabine Pass LNG', lat: 29.73, lon: -93.87, country: 'USA', type: 'lng', note: 'Largest US LNG export terminal. Cheniere Energy.' },
+  { id: 'novorossiysk', name: 'Novorossiysk', lat: 44.72, lon: 37.77, country: 'Russia', type: 'oil', note: "Russia's largest Black Sea port. CPC terminal. 140M+ tonnes/year." },
+  { id: 'primorsk', name: 'Primorsk', lat: 60.35, lon: 28.62, country: 'Russia', type: 'oil', note: "Baltic Sea oil terminal. Russia's largest oil port." },
+
+  // Strategic Chokepoint Ports
+  { id: 'port_said', name: 'Port Said', lat: 31.26, lon: 32.30, country: 'Egypt', type: 'mixed', note: 'Suez Canal northern entrance. 12% of global trade.' },
+  { id: 'suez_port', name: 'Port of Suez', lat: 29.97, lon: 32.55, country: 'Egypt', type: 'mixed', note: 'Suez Canal southern terminus. Red Sea access.' },
+  { id: 'gibraltar', name: 'Port of Gibraltar', lat: 36.14, lon: -5.35, country: 'UK (Gibraltar)', type: 'naval', note: 'Mediterranean-Atlantic gateway. UK naval base.' },
+  { id: 'djibouti', name: 'Port of Djibouti', lat: 11.59, lon: 43.15, country: 'Djibouti', type: 'mixed', note: 'Bab el-Mandeb gateway. Chinese + US military bases.' },
+  { id: 'aden', name: 'Port of Aden', lat: 12.79, lon: 45.03, country: 'Yemen', type: 'mixed', note: 'Red Sea strategic port. Houthi conflict area.' },
+  { id: 'hodeidah', name: 'Port of Hodeidah', lat: 14.80, lon: 42.95, country: 'Yemen', type: 'bulk', note: "Yemen's main humanitarian port. Houthi-controlled." },
+  { id: 'bandar_abbas', name: 'Bandar Abbas', lat: 27.18, lon: 56.28, country: 'Iran', type: 'mixed', note: "Iran's largest container port. Hormuz Strait." },
+  { id: 'colon', name: 'Port of Colon', lat: 9.35, lon: -79.90, country: 'Panama', type: 'container', note: 'Panama Canal Atlantic side. Major transshipment.' },
+  { id: 'balboa', name: 'Port of Balboa', lat: 8.95, lon: -79.56, country: 'Panama', type: 'container', note: 'Panama Canal Pacific terminus. Americas hub.' },
+  { id: 'algeciras', name: 'Port of Algeciras', lat: 36.13, lon: -5.43, country: 'Spain', type: 'container', note: 'Gibraltar Strait. Maersk transshipment hub. 5M+ TEU.' },
+
+  // Strategic Naval Ports
+  { id: 'zhanjiang', name: 'Zhanjiang', lat: 21.20, lon: 110.40, country: 'China', type: 'naval', note: 'PLA Navy South Sea Fleet HQ. Carrier base.' },
+  { id: 'yulin', name: 'Yulin Naval Base', lat: 18.23, lon: 109.52, country: 'China', type: 'naval', note: 'Hainan Island. Nuclear submarine base. SCS control.' },
+  { id: 'vladivostok', name: 'Port of Vladivostok', lat: 43.12, lon: 131.88, country: 'Russia', type: 'naval', note: 'Russian Pacific Fleet HQ. Trans-Siberian terminus.' },
+  { id: 'murmansk', name: 'Port of Murmansk', lat: 68.97, lon: 33.05, country: 'Russia', type: 'naval', note: 'Arctic ice-free port. Northern Fleet base.' },
+  { id: 'gwadar', name: 'Gwadar', lat: 25.12, lon: 62.33, country: 'Pakistan', type: 'mixed', note: 'Chinese CPEC port. Strategic PLA Navy interest.' },
+  { id: 'hambantota', name: 'Hambantota', lat: 6.12, lon: 81.12, country: 'Sri Lanka', type: 'mixed', note: 'Chinese 99-year lease. Indian Ocean strategic.' },
+  { id: 'chabahar', name: 'Chabahar', lat: 25.30, lon: 60.60, country: 'Iran', type: 'mixed', note: 'India-developed port. Hormuz bypass. Afghanistan access.' },
+
+  // Major Regional Ports
+  { id: 'colombo', name: 'Port of Colombo', lat: 6.94, lon: 79.84, country: 'Sri Lanka', type: 'container', note: 'Indian Ocean transshipment hub. 7M+ TEU.' },
+  { id: 'yokohama', name: 'Port of Yokohama', lat: 35.44, lon: 139.64, country: 'Japan', type: 'container', note: "Tokyo Bay. Japan's 2nd largest. US 7th Fleet logistics." },
+  { id: 'nagoya', name: 'Port of Nagoya', lat: 35.05, lon: 136.88, country: 'Japan', type: 'mixed', note: "Japan's largest by cargo. Toyota/auto exports." },
+  { id: 'felixstowe', name: 'Port of Felixstowe', lat: 51.95, lon: 1.33, country: 'UK', type: 'container', note: "UK's busiest container port. 4M+ TEU." },
+  { id: 'le_havre', name: 'Port of Le Havre', lat: 49.48, lon: 0.11, country: 'France', type: 'container', note: "France's largest container port. Paris gateway." },
+  { id: 'savannah', name: 'Port of Savannah', lat: 32.08, lon: -81.09, country: 'USA', type: 'container', note: 'Fastest growing US port. 5M+ TEU.' },
+  { id: 'norfolk', name: 'Port of Virginia', lat: 36.95, lon: -76.33, country: 'USA', type: 'mixed', note: 'Adjacent to Norfolk Naval Base. 3M+ TEU.' },
+  { id: 'santos', name: 'Port of Santos', lat: -23.95, lon: -46.30, country: 'Brazil', type: 'mixed', note: "Latin America's busiest port. Sao Paulo gateway." },
+  { id: 'karachi', name: 'Port of Karachi', lat: 24.84, lon: 67.00, country: 'Pakistan', type: 'mixed', note: "Pakistan's largest port. Naval HQ. 2M+ TEU." },
+  { id: 'nhava_sheva', name: 'Nhava Sheva (JNPT)', lat: 18.95, lon: 72.95, country: 'India', type: 'container', note: "India's busiest container port. Mumbai gateway. 6M+ TEU." },
+  { id: 'chennai', name: 'Port of Chennai', lat: 13.10, lon: 80.29, country: 'India', type: 'container', note: "India's 2nd largest. Auto industry. Bay of Bengal." },
+  { id: 'mundra', name: 'Mundra Port', lat: 22.73, lon: 69.72, country: 'India', type: 'mixed', note: "India's largest private port. Adani Group." },
+];
+
+export function getPortsByType(type: PortType): Port[] {
+  return PORTS.filter(p => p.type === type);
+}
+
+export function getTopContainerPorts(limit = 20): Port[] {
+  return PORTS.filter(p => p.rank != null).sort((a, b) => (a.rank ?? 999) - (b.rank ?? 999)).slice(0, limit);
+}
diff --git a/src/config/startup-ecosystems.ts b/src/config/startup-ecosystems.ts
new file mode 100644
index 000000000..b46339b23
--- /dev/null
+++ b/src/config/startup-ecosystems.ts
@@ -0,0 +1,653 @@
+import type { StartupEcosystem } from '@/types';
+
+// Global startup and VC ecosystems focused on tech/AI
+// Data includes venture capital activity, startup density, and funding
+
+export const STARTUP_ECOSYSTEMS: StartupEcosystem[] = [
+  // Silicon Valley / Bay Area
+  {
+    id: 'sf-bay-area',
+    name: 'San Francisco Bay Area',
+    city: 'San Francisco',
+    country: 'United States',
+    lat: 37.7749,
+    lon: -122.4194,
+    ecosystemTier: 'tier1',
+    totalFunding2024: 62000000000, // $62B
+    activeStartups: 12500,
+    unicorns: 78,
+    topSectors: ['AI/ML', 'Enterprise SaaS', 'Fintech', 'Biotech'],
+    majorVCs: ['Sequoia Capital', 'Andreessen Horowitz', 'Accel', 'Kleiner Perkins', 'Greylock'],
+    notableStartups: ['OpenAI', 'Anthropic', 'Scale AI', 'Databricks', 'Stripe'],
+    avgSeedRound: 3500000,
+    avgSeriesA: 18000000,
+  },
+  {
+    id: 'palo-alto',
+    name: 'Palo Alto / Stanford',
+    city: 'Palo Alto',
+    country: 'United States',
+    lat: 37.4419,
+    lon: -122.1430,
+    ecosystemTier: 'tier1',
+    totalFunding2024: 28000000000,
+    activeStartups: 4200,
+    unicorns: 45,
+    topSectors: ['AI/ML', 'Enterprise Software', 'Semiconductors', 'Cleantech'],
+    majorVCs: ['Y Combinator', 'NEA', 'Lightspeed', 'Khosla Ventures'],
+    notableStartups: ['Adept AI', 'Inflection AI', 'SambaNova', 'Palantir'],
+    avgSeedRound: 4000000,
+    avgSeriesA: 20000000,
+  },
+
+  // Other US Tech Hubs
+  {
+    id: 'nyc',
+    name: 'New York City',
+    city: 'New York',
+    country: 'United States',
+    lat: 40.7128,
+    lon: -74.0060,
+    ecosystemTier: 'tier1',
+    totalFunding2024: 35000000000,
+    activeStartups: 9000,
+    unicorns: 42,
+    topSectors: ['Fintech', 'Enterprise SaaS', 'AI/ML', 'Media/Adtech'],
+    majorVCs: ['Union Square Ventures', 'Lerer Hippeau', 'FirstMark', 'Insight Partners'],
+    notableStartups: ['Hugging Face', 'DataBricks NYC', 'Verkada', 'Toast'],
+    avgSeedRound: 2800000,
+    avgSeriesA: 15000000,
+  },
+  {
+    id: 'boston',
+    name: 'Boston',
+    city: 'Boston',
+    country: 'United States',
+    lat: 42.3601,
+    lon: -71.0589,
+    ecosystemTier: 'tier2',
+    totalFunding2024: 18000000000,
+    activeStartups: 4500,
+    unicorns: 28,
+    topSectors: ['Biotech', 'Robotics', 'AI/ML', 'Healthcare IT'],
+    majorVCs: ['General Catalyst', 'Battery Ventures', 'Atlas Venture', 'Highland Capital'],
+    notableStartups: ['Boston Dynamics', 'DataRobot', 'Toast', 'Optimus Ride'],
+    avgSeedRound: 2500000,
+    avgSeriesA: 12000000,
+  },
+  {
+    id: 'seattle',
+    name: 'Seattle',
+    city: 'Seattle',
+    country: 'United States',
+    lat: 47.6062,
+    lon: -122.3321,
+    ecosystemTier: 'tier2',
+    totalFunding2024: 12000000000,
+    activeStartups: 3800,
+    unicorns: 22,
+    topSectors: ['Cloud/SaaS', 'AI/ML', 'Gaming', 'E-commerce'],
+    majorVCs: ['Madrona Venture Group', 'Founder\'s Co-op', 'Trilogy Equity'],
+    notableStartups: ['Outreach', 'Convoy', 'Rec Room', 'Highspot'],
+    avgSeedRound: 2200000,
+    avgSeriesA: 10000000,
+  },
+  {
+    id: 'austin',
+    name: 'Austin',
+    city: 'Austin',
+    country: 'United States',
+    lat: 30.2672,
+    lon: -97.7431,
+    ecosystemTier: 'tier2',
+    totalFunding2024: 8500000000,
+    activeStartups: 3200,
+    unicorns: 18,
+    topSectors: ['AI/ML', 'Enterprise SaaS', 'Semiconductors', 'Cleantech'],
+    majorVCs: ['LiveOak Venture Partners', 'S3 Ventures', 'Silverton Partners'],
+    notableStartups: ['OpenAI Austin', 'Tesla AI', 'Jungle Scout', 'BigCommerce'],
+    avgSeedRound: 2000000,
+    avgSeriesA: 9000000,
+  },
+  {
+    id: 'los-angeles',
+    name: 'Los Angeles',
+    city: 'Los Angeles',
+    country: 'United States',
+    lat: 34.0522,
+    lon: -118.2437,
+    ecosystemTier: 'tier2',
+    totalFunding2024: 11000000000,
+    activeStartups: 4100,
+    unicorns: 24,
+    topSectors: ['Entertainment Tech', 'AI/ML', 'Aerospace', 'Consumer'],
+    majorVCs: ['Upfront Ventures', 'Crosscut Ventures', 'Mucker Capital'],
+    notableStartups: ['SpaceX', 'Snap', 'Bird', 'Honeybook'],
+    avgSeedRound: 2300000,
+    avgSeriesA: 11000000,
+  },
+
+  // Europe
+  {
+    id: 'london',
+    name: 'London',
+    city: 'London',
+    country: 'United Kingdom',
+    lat: 51.5074,
+    lon: -0.1278,
+    ecosystemTier: 'tier1',
+    totalFunding2024: 24000000000,
+    activeStartups: 7500,
+    unicorns: 38,
+    topSectors: ['Fintech', 'AI/ML', 'Healthtech', 'Enterprise SaaS'],
+    majorVCs: ['Index Ventures', 'Balderton Capital', 'Atomico', 'LocalGlobe'],
+    notableStartups: ['DeepMind', 'Revolut', 'Monzo', 'Darktrace'],
+    avgSeedRound: 1800000,
+    avgSeriesA: 8000000,
+  },
+  {
+    id: 'paris',
+    name: 'Paris',
+    city: 'Paris',
+    country: 'France',
+    lat: 48.8566,
+    lon: 2.3522,
+    ecosystemTier: 'tier2',
+    totalFunding2024: 9500000000,
+    activeStartups: 4200,
+    unicorns: 26,
+    topSectors: ['AI/ML', 'Deeptech', 'Fintech', 'Healthtech'],
+    majorVCs: ['Partech', 'Eurazeo', 'Alven Capital', 'Elaia Partners'],
+    notableStartups: ['Mistral AI', 'Qonto', 'Dataiku', 'Alan'],
+    avgSeedRound: 1500000,
+    avgSeriesA: 7000000,
+  },
+  {
+    id: 'berlin',
+    name: 'Berlin',
+    city: 'Berlin',
+    country: 'Germany',
+    lat: 52.5200,
+    lon: 13.4050,
+    ecosystemTier: 'tier2',
+    totalFunding2024: 7800000000,
+    activeStartups: 3900,
+    unicorns: 18,
+    topSectors: ['Fintech', 'Enterprise SaaS', 'Mobility', 'AI/ML'],
+    majorVCs: ['Earlybird', 'Cavalry Ventures', 'Target Global', 'HV Capital'],
+    notableStartups: ['N26', 'Auto1', 'Tier Mobility', 'SoundCloud'],
+    avgSeedRound: 1300000,
+    avgSeriesA: 6000000,
+  },
+  {
+    id: 'amsterdam',
+    name: 'Amsterdam',
+    city: 'Amsterdam',
+    country: 'Netherlands',
+    lat: 52.3676,
+    lon: 4.9041,
+    ecosystemTier: 'tier2',
+    totalFunding2024: 5200000000,
+    activeStartups: 2800,
+    unicorns: 14,
+    topSectors: ['Fintech', 'SaaS', 'AI/ML', 'Logistics'],
+    majorVCs: ['Inkef Capital', 'Peak Capital', 'Prosperity Capital'],
+    notableStartups: ['Adyen', 'MessageBird', 'Mollie', 'Elastic'],
+    avgSeedRound: 1200000,
+    avgSeriesA: 5500000,
+  },
+  {
+    id: 'stockholm',
+    name: 'Stockholm',
+    city: 'Stockholm',
+    country: 'Sweden',
+    lat: 59.3293,
+    lon: 18.0686,
+    ecosystemTier: 'tier2',
+    totalFunding2024: 4800000000,
+    activeStartups: 2400,
+    unicorns: 16,
+    topSectors: ['Gaming', 'Fintech', 'SaaS', 'Cleantech'],
+    majorVCs: ['EQT Ventures', 'Creandum', 'Northzone'],
+    notableStartups: ['Spotify', 'Klarna', 'King', 'Northvolt'],
+    avgSeedRound: 1400000,
+    avgSeriesA: 6000000,
+  },
+  {
+    id: 'zurich',
+    name: 'Zurich',
+    city: 'Zurich',
+    country: 'Switzerland',
+    lat: 47.3769,
+    lon: 8.5417,
+    ecosystemTier: 'tier2',
+    totalFunding2024: 3500000000,
+    activeStartups: 1800,
+    unicorns: 9,
+    topSectors: ['Deeptech', 'Fintech', 'AI/ML', 'Biotech'],
+    majorVCs: ['Redalpine', 'btov Partners', 'Zühlke Ventures'],
+    notableStartups: ['Scandit', 'GetYourGuide', 'On Running', 'MindMaze'],
+    avgSeedRound: 1100000,
+    avgSeriesA: 5000000,
+  },
+
+  // Asia-Pacific
+  {
+    id: 'beijing',
+    name: 'Beijing',
+    city: 'Beijing',
+    country: 'China',
+    lat: 39.9042,
+    lon: 116.4074,
+    ecosystemTier: 'tier1',
+    totalFunding2024: 32000000000,
+    activeStartups: 8900,
+    unicorns: 54,
+    topSectors: ['AI/ML', 'Enterprise Software', 'Fintech', 'Autonomous Driving'],
+    majorVCs: ['Sequoia China', 'Matrix Partners China', 'GGV Capital', '5Y Capital'],
+    notableStartups: ['ByteDance', 'Baidu AI', 'Megvii', 'Moonshot AI'],
+    avgSeedRound: 2000000,
+    avgSeriesA: 10000000,
+  },
+  {
+    id: 'shanghai',
+    name: 'Shanghai',
+    city: 'Shanghai',
+    country: 'China',
+    lat: 31.2304,
+    lon: 121.4737,
+    ecosystemTier: 'tier1',
+    totalFunding2024: 28000000000,
+    activeStartups: 7200,
+    unicorns: 42,
+    topSectors: ['E-commerce', 'Fintech', 'AI/ML', 'Gaming'],
+    majorVCs: ['Qiming Venture Partners', 'Gaorong Capital', 'Hillhouse Capital'],
+    notableStartups: ['Pinduoduo', 'Xiaohongshu', 'miHoYo', 'Lufax'],
+    avgSeedRound: 1800000,
+    avgSeriesA: 9000000,
+  },
+  {
+    id: 'shenzhen',
+    name: 'Shenzhen',
+    city: 'Shenzhen',
+    country: 'China',
+    lat: 22.5431,
+    lon: 114.0579,
+    ecosystemTier: 'tier1',
+    totalFunding2024: 22000000000,
+    activeStartups: 6800,
+    unicorns: 36,
+    topSectors: ['Hardware', 'AI/ML', 'Robotics', 'Consumer Electronics'],
+    majorVCs: ['Shenzhen Capital Group', 'IDG Capital', 'Morningside Ventures'],
+    notableStartups: ['DJI', 'Tencent', 'OnePlus', 'BYD'],
+    avgSeedRound: 1600000,
+    avgSeriesA: 8000000,
+  },
+  {
+    id: 'singapore',
+    name: 'Singapore',
+    city: 'Singapore',
+    country: 'Singapore',
+    lat: 1.3521,
+    lon: 103.8198,
+    ecosystemTier: 'tier2',
+    totalFunding2024: 11000000000,
+    activeStartups: 4100,
+    unicorns: 19,
+    topSectors: ['Fintech', 'E-commerce', 'AI/ML', 'Logistics'],
+    majorVCs: ['Vertex Ventures', 'East Ventures', 'Monk\'s Hill Ventures'],
+    notableStartups: ['Grab', 'Sea Group', 'Razer', 'PatSnap'],
+    avgSeedRound: 1500000,
+    avgSeriesA: 7000000,
+  },
+  {
+    id: 'bangalore',
+    name: 'Bangalore',
+    city: 'Bangalore',
+    country: 'India',
+    lat: 12.9716,
+    lon: 77.5946,
+    ecosystemTier: 'tier1',
+    totalFunding2024: 14000000000,
+    activeStartups: 6500,
+    unicorns: 32,
+    topSectors: ['SaaS', 'AI/ML', 'Fintech', 'E-commerce'],
+    majorVCs: ['Accel India', 'Sequoia India', 'Blume Ventures', 'Lightspeed India'],
+    notableStartups: ['Flipkart', 'Swiggy', 'Ola', 'Byju\'s'],
+    avgSeedRound: 1200000,
+    avgSeriesA: 6000000,
+  },
+  {
+    id: 'tokyo',
+    name: 'Tokyo',
+    city: 'Tokyo',
+    country: 'Japan',
+    lat: 35.6762,
+    lon: 139.6503,
+    ecosystemTier: 'tier2',
+    totalFunding2024: 6800000000,
+    activeStartups: 3400,
+    unicorns: 12,
+    topSectors: ['AI/ML', 'Robotics', 'Gaming', 'Healthtech'],
+    majorVCs: ['JAFCO', 'Global Brain', 'WiL', 'Incubate Fund'],
+    notableStartups: ['Preferred Networks', 'SmartNews', 'Spiber', 'Mercari'],
+    avgSeedRound: 1000000,
+    avgSeriesA: 5000000,
+  },
+  {
+    id: 'seoul',
+    name: 'Seoul',
+    city: 'Seoul',
+    country: 'South Korea',
+    lat: 37.5665,
+    lon: 126.9780,
+    ecosystemTier: 'tier2',
+    totalFunding2024: 5200000000,
+    activeStartups: 2900,
+    unicorns: 14,
+    topSectors: ['Gaming', 'AI/ML', 'E-commerce', 'Fintech'],
+    majorVCs: ['Kakao Ventures', 'Softbank Ventures Asia', 'Korea Investment Partners'],
+    notableStartups: ['Coupang', 'Krafton', 'Toss', 'Yanolja'],
+    avgSeedRound: 900000,
+    avgSeriesA: 4500000,
+  },
+
+  // Canada
+  {
+    id: 'toronto',
+    name: 'Toronto',
+    city: 'Toronto',
+    country: 'Canada',
+    lat: 43.6532,
+    lon: -79.3832,
+    ecosystemTier: 'tier2',
+    totalFunding2024: 6200000000,
+    activeStartups: 3100,
+    unicorns: 16,
+    topSectors: ['AI/ML', 'Fintech', 'Healthtech', 'Enterprise SaaS'],
+    majorVCs: ['OMERS Ventures', 'Georgian Partners', 'iNovia Capital'],
+    notableStartups: ['Cohere', 'Wealthsimple', 'Shopify (Ottawa)', 'Clearco'],
+    avgSeedRound: 1600000,
+    avgSeriesA: 7500000,
+  },
+  {
+    id: 'montreal',
+    name: 'Montreal',
+    city: 'Montreal',
+    country: 'Canada',
+    lat: 45.5017,
+    lon: -73.5673,
+    ecosystemTier: 'tier2',
+    totalFunding2024: 3800000000,
+    activeStartups: 2200,
+    unicorns: 8,
+    topSectors: ['AI/ML', 'Gaming', 'Aerospace', 'Deeptech'],
+    majorVCs: ['Real Ventures', 'Brightspark Ventures', 'iNovia Capital'],
+    notableStartups: ['Element AI', 'Lightspeed Commerce', 'BrainBox AI', 'Hopper'],
+    avgSeedRound: 1300000,
+    avgSeriesA: 6000000,
+  },
+
+  // Israel
+  {
+    id: 'tel-aviv',
+    name: 'Tel Aviv',
+    city: 'Tel Aviv',
+    country: 'Israel',
+    lat: 32.0853,
+    lon: 34.7818,
+    ecosystemTier: 'tier1',
+    totalFunding2024: 9200000000,
+    activeStartups: 4800,
+    unicorns: 24,
+    topSectors: ['Cybersecurity', 'AI/ML', 'Fintech', 'Autonomous Systems'],
+    majorVCs: ['Bessemer Venture Partners', 'Viola Ventures', 'Aleph', 'JVP'],
+    notableStartups: ['Wiz', 'Snyk', 'Rapyd', 'Forter'],
+    avgSeedRound: 1700000,
+    avgSeriesA: 8000000,
+  },
+
+  // Australia
+  {
+    id: 'sydney',
+    name: 'Sydney',
+    city: 'Sydney',
+    country: 'Australia',
+    lat: -33.8688,
+    lon: 151.2093,
+    ecosystemTier: 'tier2',
+    totalFunding2024: 3400000000,
+    activeStartups: 2100,
+    unicorns: 8,
+    topSectors: ['Fintech', 'SaaS', 'Healthtech', 'AI/ML'],
+    majorVCs: ['Blackbird Ventures', 'Square Peg Capital', 'AirTree Ventures'],
+    notableStartups: ['Canva', 'Atlassian', 'AfterPay', 'Safety Culture'],
+    avgSeedRound: 1100000,
+    avgSeriesA: 5000000,
+  },
+
+  // Emerging Hubs
+  {
+    id: 'dubai',
+    name: 'Dubai',
+    city: 'Dubai',
+    country: 'United Arab Emirates',
+    lat: 25.2048,
+    lon: 55.2708,
+    ecosystemTier: 'tier3',
+    totalFunding2024: 2800000000,
+    activeStartups: 1800,
+    unicorns: 5,
+    topSectors: ['Fintech', 'E-commerce', 'AI/ML', 'Logistics'],
+    majorVCs: ['BECO Capital', 'Global Ventures', 'Wamda Capital'],
+    notableStartups: ['Careem', 'Noon', 'Tabby', 'Anghami'],
+    avgSeedRound: 1000000,
+    avgSeriesA: 4500000,
+  },
+  {
+    id: 'sao-paulo',
+    name: 'São Paulo',
+    city: 'São Paulo',
+    country: 'Brazil',
+    lat: -23.5505,
+    lon: -46.6333,
+    ecosystemTier: 'tier2',
+    totalFunding2024: 4200000000,
+    activeStartups: 2600,
+    unicorns: 12,
+    topSectors: ['Fintech', 'E-commerce', 'SaaS', 'Agtech'],
+    majorVCs: ['Kaszek Ventures', 'Monashees', 'Valor Capital'],
+    notableStartups: ['Nubank', 'Stone', 'QuintoAndar', 'Vtex'],
+    avgSeedRound: 800000,
+    avgSeriesA: 4000000,
+  },
+
+  // Additional Emerging Hubs
+  {
+    id: 'miami',
+    name: 'Miami',
+    city: 'Miami',
+    country: 'United States',
+    lat: 25.7617,
+    lon: -80.1918,
+    ecosystemTier: 'tier3',
+    totalFunding2024: 3200000000,
+    activeStartups: 1500,
+    unicorns: 8,
+    topSectors: ['Fintech', 'Crypto/Web3', 'Real Estate Tech', 'Healthcare'],
+    majorVCs: ['Founders Fund Miami', 'a16z crypto', 'Atomic'],
+    notableStartups: ['Blockchain.com', 'Pipe', 'Reef Technology', 'Papa'],
+    avgSeedRound: 2000000,
+    avgSeriesA: 8000000,
+  },
+  {
+    id: 'denver',
+    name: 'Denver/Boulder',
+    city: 'Denver',
+    country: 'United States',
+    lat: 39.7392,
+    lon: -104.9903,
+    ecosystemTier: 'tier3',
+    totalFunding2024: 4100000000,
+    activeStartups: 2100,
+    unicorns: 10,
+    topSectors: ['Aerospace', 'Outdoor Tech', 'SaaS', 'Cleantech'],
+    majorVCs: ['Foundry Group', 'Techstars', 'High Alpha'],
+    notableStartups: ['Guild Education', 'Ibotta', 'Strava', 'SendGrid'],
+    avgSeedRound: 1800000,
+    avgSeriesA: 7500000,
+  },
+  {
+    id: 'chicago',
+    name: 'Chicago',
+    city: 'Chicago',
+    country: 'United States',
+    lat: 41.8781,
+    lon: -87.6298,
+    ecosystemTier: 'tier3',
+    totalFunding2024: 5500000000,
+    activeStartups: 2800,
+    unicorns: 14,
+    topSectors: ['Fintech', 'Enterprise SaaS', 'Logistics', 'Foodtech'],
+    majorVCs: ['MATH Venture Partners', 'Chicago Ventures', 'Lightbank'],
+    notableStartups: ['Tempus', 'Relativity', 'Braintree', 'Grubhub'],
+    avgSeedRound: 1500000,
+    avgSeriesA: 6000000,
+  },
+  {
+    id: 'barcelona',
+    name: 'Barcelona',
+    city: 'Barcelona',
+    country: 'Spain',
+    lat: 41.3851,
+    lon: 2.1734,
+    ecosystemTier: 'tier3',
+    totalFunding2024: 2100000000,
+    activeStartups: 1600,
+    unicorns: 6,
+    topSectors: ['Gaming', 'Fintech', 'Traveltech', 'Healthtech'],
+    majorVCs: ['Nauta Capital', 'Seaya Ventures', 'Samaipata'],
+    notableStartups: ['Glovo', 'Typeform', 'Factorial', 'Wallapop'],
+    avgSeedRound: 900000,
+    avgSeriesA: 4000000,
+  },
+  {
+    id: 'helsinki',
+    name: 'Helsinki',
+    city: 'Helsinki',
+    country: 'Finland',
+    lat: 60.1699,
+    lon: 24.9384,
+    ecosystemTier: 'tier3',
+    totalFunding2024: 2400000000,
+    activeStartups: 1200,
+    unicorns: 8,
+    topSectors: ['Gaming', 'Cleantech', 'SaaS', 'Deeptech'],
+    majorVCs: ['Lifeline Ventures', 'Maki.vc', 'Inventure'],
+    notableStartups: ['Supercell', 'Wolt', 'Aiven', 'Relex'],
+    avgSeedRound: 1100000,
+    avgSeriesA: 4500000,
+  },
+  {
+    id: 'munich',
+    name: 'Munich',
+    city: 'Munich',
+    country: 'Germany',
+    lat: 48.1351,
+    lon: 11.5820,
+    ecosystemTier: 'tier3',
+    totalFunding2024: 3800000000,
+    activeStartups: 2000,
+    unicorns: 10,
+    topSectors: ['Mobility', 'Enterprise AI', 'Deeptech', 'Industrialtech'],
+    majorVCs: ['UVC Partners', 'TengelMann Ventures', 'Cherry Ventures'],
+    notableStartups: ['Celonis', 'Personio', 'Lilium', 'FlixBus'],
+    avgSeedRound: 1200000,
+    avgSeriesA: 5500000,
+  },
+  {
+    id: 'jakarta',
+    name: 'Jakarta',
+    city: 'Jakarta',
+    country: 'Indonesia',
+    lat: -6.2088,
+    lon: 106.8456,
+    ecosystemTier: 'tier2',
+    totalFunding2024: 3600000000,
+    activeStartups: 2500,
+    unicorns: 8,
+    topSectors: ['E-commerce', 'Fintech', 'Logistics', 'Edtech'],
+    majorVCs: ['East Ventures', 'Alpha JWC Ventures', 'Sequoia India/SEA'],
+    notableStartups: ['GoTo', 'Bukalapak', 'Traveloka', 'Xendit'],
+    avgSeedRound: 700000,
+    avgSeriesA: 3500000,
+  },
+  {
+    id: 'lagos',
+    name: 'Lagos',
+    city: 'Lagos',
+    country: 'Nigeria',
+    lat: 6.5244,
+    lon: 3.3792,
+    ecosystemTier: 'tier3',
+    totalFunding2024: 1800000000,
+    activeStartups: 1100,
+    unicorns: 5,
+    topSectors: ['Fintech', 'Agtech', 'Logistics', 'Healthtech'],
+    majorVCs: ['TLcom Capital', 'Partech Africa', '54 Collective'],
+    notableStartups: ['Flutterwave', 'OPay', 'Andela', 'Paystack'],
+    avgSeedRound: 600000,
+    avgSeriesA: 2500000,
+  },
+  {
+    id: 'nairobi',
+    name: 'Nairobi',
+    city: 'Nairobi',
+    country: 'Kenya',
+    lat: -1.2921,
+    lon: 36.8219,
+    ecosystemTier: 'tier3',
+    totalFunding2024: 1200000000,
+    activeStartups: 800,
+    unicorns: 3,
+    topSectors: ['Fintech', 'Agtech', 'Cleantech', 'Logistics'],
+    majorVCs: ['Novastar Ventures', 'DOB Equity', 'Savannah Fund'],
+    notableStartups: ['M-KOPA', 'Twiga Foods', 'Africa\'s Talking', 'Branch'],
+    avgSeedRound: 500000,
+    avgSeriesA: 2000000,
+  },
+  {
+    id: 'mexico-city',
+    name: 'Mexico City',
+    city: 'Mexico City',
+    country: 'Mexico',
+    lat: 19.4326,
+    lon: -99.1332,
+    ecosystemTier: 'tier2',
+    totalFunding2024: 2900000000,
+    activeStartups: 1900,
+    unicorns: 7,
+    topSectors: ['Fintech', 'E-commerce', 'Logistics', 'Proptech'],
+    majorVCs: ['ALLVP', 'Kaszek Ventures', 'QED Investors'],
+    notableStartups: ['Kavak', 'Clip', 'Bitso', 'Konfio'],
+    avgSeedRound: 700000,
+    avgSeriesA: 3000000,
+  },
+  {
+    id: 'ho-chi-minh',
+    name: 'Ho Chi Minh City',
+    city: 'Ho Chi Minh City',
+    country: 'Vietnam',
+    lat: 10.8231,
+    lon: 106.6297,
+    ecosystemTier: 'tier3',
+    totalFunding2024: 1100000000,
+    activeStartups: 900,
+    unicorns: 3,
+    topSectors: ['Fintech', 'E-commerce', 'Edtech', 'Gaming'],
+    majorVCs: ['VinaCapital Ventures', 'Do Ventures', '500 Startups Vietnam'],
+    notableStartups: ['VNPay', 'Tiki', 'MoMo', 'Sky Mavis'],
+    avgSeedRound: 400000,
+    avgSeriesA: 1800000,
+  },
+];
diff --git a/src/config/tech-companies.ts b/src/config/tech-companies.ts
new file mode 100644
index 000000000..791ff11d0
--- /dev/null
+++ b/src/config/tech-companies.ts
@@ -0,0 +1,470 @@
+import type { TechCompany } from '@/types';
+
+// Major technology companies and their key office locations
+// Focused on AI, cloud, semiconductor, and major tech platforms
+
+export const TECH_COMPANIES: TechCompany[] = [
+  // AI Labs & Frontier Model Companies
+  {
+    id: 'openai-hq',
+    name: 'OpenAI',
+    sector: 'AI Research',
+    officeType: 'headquarters',
+    city: 'San Francisco',
+    country: 'United States',
+    lat: 37.7562,
+    lon: -122.4193,
+    employees: 700,
+    foundedYear: 2015,
+    keyProducts: ['GPT-4', 'ChatGPT', 'DALL-E', 'API Platform'],
+    valuation: 80000000000, // $80B
+  },
+  {
+    id: 'anthropic-hq',
+    name: 'Anthropic',
+    sector: 'AI Research',
+    officeType: 'headquarters',
+    city: 'San Francisco',
+    country: 'United States',
+    lat: 37.7937,
+    lon: -122.3965,
+    employees: 500,
+    foundedYear: 2021,
+    keyProducts: ['Claude', 'Constitutional AI'],
+    valuation: 18400000000, // $18.4B
+  },
+  {
+    id: 'google-deepmind-uk',
+    name: 'Google DeepMind',
+    sector: 'AI Research',
+    officeType: 'headquarters',
+    city: 'London',
+    country: 'United Kingdom',
+    lat: 51.5310,
+    lon: -0.1247,
+    employees: 2500,
+    foundedYear: 2010,
+    keyProducts: ['Gemini', 'AlphaGo', 'AlphaFold'],
+  },
+  {
+    id: 'google-hq',
+    name: 'Google/Alphabet',
+    sector: 'Cloud/AI',
+    officeType: 'headquarters',
+    city: 'Mountain View',
+    country: 'United States',
+    lat: 37.4220,
+    lon: -122.0841,
+    employees: 182502,
+    foundedYear: 1998,
+    keyProducts: ['Search', 'Cloud', 'Gemini AI', 'YouTube'],
+    stockSymbol: 'GOOGL',
+    valuation: 2000000000000, // $2T
+  },
+  {
+    id: 'meta-hq',
+    name: 'Meta (Facebook)',
+    sector: 'Social/AI',
+    officeType: 'headquarters',
+    city: 'Menlo Park',
+    country: 'United States',
+    lat: 37.4848,
+    lon: -122.1482,
+    employees: 67317,
+    foundedYear: 2004,
+    keyProducts: ['Facebook', 'Instagram', 'WhatsApp', 'Llama AI'],
+    stockSymbol: 'META',
+    valuation: 1200000000000, // $1.2T
+  },
+  {
+    id: 'microsoft-hq',
+    name: 'Microsoft',
+    sector: 'Cloud/AI',
+    officeType: 'headquarters',
+    city: 'Redmond',
+    country: 'United States',
+    lat: 47.6423,
+    lon: -122.1390,
+    employees: 221000,
+    foundedYear: 1975,
+    keyProducts: ['Azure', 'Office 365', 'GitHub', 'OpenAI Investment'],
+    stockSymbol: 'MSFT',
+    valuation: 3000000000000, // $3T
+  },
+  {
+    id: 'amazon-hq',
+    name: 'Amazon',
+    sector: 'Cloud/AI',
+    officeType: 'headquarters',
+    city: 'Seattle',
+    country: 'United States',
+    lat: 47.6223,
+    lon: -122.3389,
+    employees: 1541000,
+    foundedYear: 1994,
+    keyProducts: ['AWS', 'E-commerce', 'Alexa', 'Bedrock AI'],
+    stockSymbol: 'AMZN',
+    valuation: 1900000000000, // $1.9T
+  },
+
+  // Semiconductor / AI Chips
+  {
+    id: 'nvidia-hq',
+    name: 'NVIDIA',
+    sector: 'AI Chips',
+    officeType: 'headquarters',
+    city: 'Santa Clara',
+    country: 'United States',
+    lat: 37.3708,
+    lon: -121.9646,
+    employees: 29600,
+    foundedYear: 1993,
+    keyProducts: ['H100', 'A100', 'GB200', 'CUDA'],
+    stockSymbol: 'NVDA',
+    valuation: 3500000000000, // $3.5T
+  },
+  {
+    id: 'amd-hq',
+    name: 'AMD',
+    sector: 'AI Chips',
+    officeType: 'headquarters',
+    city: 'Santa Clara',
+    country: 'United States',
+    lat: 37.3861,
+    lon: -121.9633,
+    employees: 26000,
+    foundedYear: 1969,
+    keyProducts: ['MI300X', 'EPYC', 'Ryzen'],
+    stockSymbol: 'AMD',
+  },
+  {
+    id: 'tsmc-hq',
+    name: 'TSMC',
+    sector: 'AI Chips',
+    officeType: 'headquarters',
+    city: 'Hsinchu',
+    country: 'Taiwan',
+    lat: 24.7799,
+    lon: 121.0371,
+    employees: 77000,
+    foundedYear: 1987,
+    keyProducts: ['3nm Process', '5nm Process', 'Chip Manufacturing'],
+    stockSymbol: 'TSM',
+    valuation: 900000000000, // $900B
+  },
+
+  // AI Startups
+  {
+    id: 'mistral-hq',
+    name: 'Mistral AI',
+    sector: 'AI Research',
+    officeType: 'headquarters',
+    city: 'Paris',
+    country: 'France',
+    lat: 48.8566,
+    lon: 2.3522,
+    employees: 240,
+    foundedYear: 2023,
+    keyProducts: ['Mistral Large', 'Mixtral'],
+    valuation: 6000000000, // $6B
+  },
+  {
+    id: 'cohere-hq',
+    name: 'Cohere',
+    sector: 'AI Research',
+    officeType: 'headquarters',
+    city: 'Toronto',
+    country: 'Canada',
+    lat: 43.6532,
+    lon: -79.3832,
+    employees: 400,
+    foundedYear: 2019,
+    keyProducts: ['Command', 'Embed', 'Rerank'],
+    valuation: 5000000000, // $5B
+  },
+  {
+    id: 'inflection-hq',
+    name: 'Inflection AI',
+    sector: 'AI Research',
+    officeType: 'headquarters',
+    city: 'Palo Alto',
+    country: 'United States',
+    lat: 37.4419,
+    lon: -122.1430,
+    employees: 35,
+    foundedYear: 2022,
+    keyProducts: ['Pi Assistant'],
+    valuation: 4000000000, // $4B
+  },
+  {
+    id: 'adept-hq',
+    name: 'Adept AI',
+    sector: 'AI Research',
+    officeType: 'headquarters',
+    city: 'San Francisco',
+    country: 'United States',
+    lat: 37.7749,
+    lon: -122.4194,
+    employees: 50,
+    foundedYear: 2022,
+    keyProducts: ['ACT-1', 'AI Automation'],
+    valuation: 1000000000, // $1B
+  },
+  {
+    id: 'perplexity-hq',
+    name: 'Perplexity AI',
+    sector: 'AI Research',
+    officeType: 'headquarters',
+    city: 'San Francisco',
+    country: 'United States',
+    lat: 37.7749,
+    lon: -122.4194,
+    employees: 80,
+    foundedYear: 2022,
+    keyProducts: ['AI Search'],
+    valuation: 9000000000, // $9B
+  },
+
+  // Chinese AI Companies
+  {
+    id: 'baidu-hq',
+    name: 'Baidu',
+    sector: 'AI Research',
+    officeType: 'headquarters',
+    city: 'Beijing',
+    country: 'China',
+    lat: 39.9925,
+    lon: 116.3272,
+    employees: 36000,
+    foundedYear: 2000,
+    keyProducts: ['ERNIE Bot', 'Search', 'Apollo'],
+    stockSymbol: 'BIDU',
+  },
+  {
+    id: 'bytedance-hq',
+    name: 'ByteDance',
+    sector: 'Social/AI',
+    officeType: 'headquarters',
+    city: 'Beijing',
+    country: 'China',
+    lat: 39.9163,
+    lon: 116.4896,
+    employees: 150000,
+    foundedYear: 2012,
+    keyProducts: ['TikTok', 'Douyin', 'AI Recommendations'],
+    valuation: 225000000000, // $225B
+  },
+  {
+    id: 'alibaba-hq',
+    name: 'Alibaba Cloud',
+    sector: 'Cloud/AI',
+    officeType: 'headquarters',
+    city: 'Hangzhou',
+    country: 'China',
+    lat: 30.2741,
+    lon: 120.1551,
+    employees: 239000,
+    foundedYear: 1999,
+    keyProducts: ['Alibaba Cloud', 'Tongyi Qianwen', 'E-commerce'],
+    stockSymbol: 'BABA',
+  },
+  {
+    id: 'tencent-hq',
+    name: 'Tencent',
+    sector: 'Cloud/AI',
+    officeType: 'headquarters',
+    city: 'Shenzhen',
+    country: 'China',
+    lat: 22.5431,
+    lon: 114.0579,
+    employees: 105000,
+    foundedYear: 1998,
+    keyProducts: ['WeChat', 'Tencent Cloud', 'Gaming'],
+  },
+  {
+    id: 'moonshot-hq',
+    name: 'Moonshot AI',
+    sector: 'AI Research',
+    officeType: 'headquarters',
+    city: 'Beijing',
+    country: 'China',
+    lat: 39.9042,
+    lon: 116.4074,
+    employees: 200,
+    foundedYear: 2023,
+    keyProducts: ['Kimi Chat'],
+    valuation: 2500000000, // $2.5B
+  },
+
+  // Enterprise AI
+  {
+    id: 'databricks-hq',
+    name: 'Databricks',
+    sector: 'AI Platform',
+    officeType: 'headquarters',
+    city: 'San Francisco',
+    country: 'United States',
+    lat: 37.7749,
+    lon: -122.4194,
+    employees: 5500,
+    foundedYear: 2013,
+    keyProducts: ['Lakehouse', 'MLOps', 'DBRX'],
+    valuation: 43000000000, // $43B
+  },
+  {
+    id: 'scale-ai-hq',
+    name: 'Scale AI',
+    sector: 'AI Data',
+    officeType: 'headquarters',
+    city: 'San Francisco',
+    country: 'United States',
+    lat: 37.7749,
+    lon: -122.4194,
+    employees: 600,
+    foundedYear: 2016,
+    keyProducts: ['Data Labeling', 'Foundation Model Platforms'],
+    valuation: 14000000000, // $14B
+  },
+  {
+    id: 'huggingface-hq',
+    name: 'Hugging Face',
+    sector: 'AI Platform',
+    officeType: 'headquarters',
+    city: 'New York',
+    country: 'United States',
+    lat: 40.7128,
+    lon: -74.0060,
+    employees: 400,
+    foundedYear: 2016,
+    keyProducts: ['Model Hub', 'Transformers', 'Inference'],
+    valuation: 4500000000, // $4.5B
+  },
+
+  // AI Hardware Startups
+  {
+    id: 'cerebras-hq',
+    name: 'Cerebras',
+    sector: 'AI Chips',
+    officeType: 'headquarters',
+    city: 'Sunnyvale',
+    country: 'United States',
+    lat: 37.3688,
+    lon: -122.0363,
+    employees: 400,
+    foundedYear: 2016,
+    keyProducts: ['CS-2', 'Wafer-Scale Engine'],
+    stockSymbol: 'CBRS',
+  },
+  {
+    id: 'groq-hq',
+    name: 'Groq',
+    sector: 'AI Chips',
+    officeType: 'headquarters',
+    city: 'Mountain View',
+    country: 'United States',
+    lat: 37.3861,
+    lon: -122.0839,
+    employees: 350,
+    foundedYear: 2016,
+    keyProducts: ['LPU', 'Inference Chips'],
+    valuation: 2800000000, // $2.8B
+  },
+  {
+    id: 'sambanova-hq',
+    name: 'SambaNova Systems',
+    sector: 'AI Chips',
+    officeType: 'headquarters',
+    city: 'Palo Alto',
+    country: 'United States',
+    lat: 37.4419,
+    lon: -122.1430,
+    employees: 600,
+    foundedYear: 2017,
+    keyProducts: ['DataScale', 'RDU Chips'],
+    valuation: 5000000000, // $5B
+  },
+
+  // European Tech
+  {
+    id: 'sap-hq',
+    name: 'SAP',
+    sector: 'Enterprise/AI',
+    officeType: 'headquarters',
+    city: 'Walldorf',
+    country: 'Germany',
+    lat: 49.3044,
+    lon: 8.6434,
+    employees: 105000,
+    foundedYear: 1972,
+    keyProducts: ['ERP', 'SAP AI', 'Cloud'],
+    stockSymbol: 'SAP',
+  },
+  {
+    id: 'spotify-hq',
+    name: 'Spotify',
+    sector: 'Media/AI',
+    officeType: 'headquarters',
+    city: 'Stockholm',
+    country: 'Sweden',
+    lat: 59.3293,
+    lon: 18.0686,
+    employees: 9800,
+    foundedYear: 2006,
+    keyProducts: ['Music Streaming', 'AI Recommendations'],
+    stockSymbol: 'SPOT',
+  },
+
+  // Key Regional Offices
+  {
+    id: 'google-london',
+    name: 'Google London',
+    sector: 'Cloud/AI',
+    officeType: 'major office',
+    city: 'London',
+    country: 'United Kingdom',
+    lat: 51.5339,
+    lon: -0.1247,
+    employees: 7000,
+    foundedYear: 2003,
+    keyProducts: ['European HQ'],
+  },
+  {
+    id: 'meta-london',
+    name: 'Meta London',
+    sector: 'Social/AI',
+    officeType: 'major office',
+    city: 'London',
+    country: 'United Kingdom',
+    lat: 51.5074,
+    lon: -0.0901,
+    employees: 5000,
+    foundedYear: 2007,
+    keyProducts: ['European Engineering Hub'],
+  },
+  {
+    id: 'amazon-berlin',
+    name: 'Amazon Berlin',
+    sector: 'Cloud/AI',
+    officeType: 'major office',
+    city: 'Berlin',
+    country: 'Germany',
+    lat: 52.5200,
+    lon: 13.4050,
+    employees: 3500,
+    foundedYear: 2013,
+    keyProducts: ['AWS Europe'],
+  },
+  {
+    id: 'apple-singapore',
+    name: 'Apple Singapore',
+    sector: 'Consumer/AI',
+    officeType: 'major office',
+    city: 'Singapore',
+    country: 'Singapore',
+    lat: 1.2789,
+    lon: 103.8489,
+    employees: 2000,
+    foundedYear: 1981,
+    keyProducts: ['APAC Operations'],
+  },
+];
diff --git a/src/config/tech-geo.ts b/src/config/tech-geo.ts
new file mode 100644
index 000000000..2caa36466
--- /dev/null
+++ b/src/config/tech-geo.ts
@@ -0,0 +1,640 @@
+export interface StartupHub {
+  id: string;
+  name: string;
+  city: string;
+  country: string;
+  lat: number;
+  lon: number;
+  tier: 'mega' | 'major' | 'emerging';
+  unicorns?: number;
+  description?: string;
+}
+
+export interface Accelerator {
+  id: string;
+  name: string;
+  city: string;
+  country: string;
+  lat: number;
+  lon: number;
+  type: 'accelerator' | 'incubator' | 'studio';
+  founded?: number;
+  notable?: string[];
+}
+
+export interface TechHQ {
+  id: string;
+  company: string;
+  city: string;
+  country: string;
+  lat: number;
+  lon: number;
+  type: 'faang' | 'unicorn' | 'public';
+  employees?: number;
+  marketCap?: string;
+}
+
+export interface CloudRegion {
+  id: string;
+  provider: 'aws' | 'gcp' | 'azure' | 'cloudflare';
+  name: string;
+  city: string;
+  country: string;
+  lat: number;
+  lon: number;
+  zones?: number;
+}
+
+export const STARTUP_HUBS: StartupHub[] = [
+  // Mega hubs
+  { id: 'sf-bay', name: 'Silicon Valley', city: 'San Francisco', country: 'USA', lat: 37.3861, lon: -122.0839, tier: 'mega', unicorns: 200 },
+  { id: 'nyc', name: 'New York Tech', city: 'New York', country: 'USA', lat: 40.7128, lon: -74.0060, tier: 'mega', unicorns: 100 },
+  { id: 'london', name: 'London Tech City', city: 'London', country: 'UK', lat: 51.5074, lon: -0.1278, tier: 'mega', unicorns: 45 },
+  { id: 'beijing', name: 'Zhongguancun', city: 'Beijing', country: 'China', lat: 39.9042, lon: 116.4074, tier: 'mega', unicorns: 80 },
+  { id: 'shanghai', name: 'Shanghai Tech', city: 'Shanghai', country: 'China', lat: 31.2304, lon: 121.4737, tier: 'mega', unicorns: 50 },
+
+  // Major hubs
+  { id: 'boston', name: 'Boston/Cambridge', city: 'Boston', country: 'USA', lat: 42.3601, lon: -71.0589, tier: 'major', unicorns: 30 },
+  { id: 'seattle', name: 'Seattle Tech', city: 'Seattle', country: 'USA', lat: 47.6062, lon: -122.3321, tier: 'major', unicorns: 25 },
+  { id: 'austin', name: 'Austin Tech', city: 'Austin', country: 'USA', lat: 30.2672, lon: -97.7431, tier: 'major', unicorns: 15 },
+  { id: 'la', name: 'Silicon Beach', city: 'Los Angeles', country: 'USA', lat: 34.0522, lon: -118.2437, tier: 'major', unicorns: 20 },
+  { id: 'berlin', name: 'Berlin Startup', city: 'Berlin', country: 'Germany', lat: 52.5200, lon: 13.4050, tier: 'major', unicorns: 15 },
+  { id: 'paris', name: 'Station F', city: 'Paris', country: 'France', lat: 48.8566, lon: 2.3522, tier: 'major', unicorns: 25 },
+  { id: 'telaviv', name: 'Startup Nation', city: 'Tel Aviv', country: 'Israel', lat: 32.0853, lon: 34.7818, tier: 'major', unicorns: 40 },
+  { id: 'singapore', name: 'Singapore Tech', city: 'Singapore', country: 'Singapore', lat: 1.3521, lon: 103.8198, tier: 'major', unicorns: 15 },
+  { id: 'bangalore', name: 'Bangalore Tech', city: 'Bangalore', country: 'India', lat: 12.9716, lon: 77.5946, tier: 'major', unicorns: 35 },
+  { id: 'tokyo', name: 'Tokyo Tech', city: 'Tokyo', country: 'Japan', lat: 35.6762, lon: 139.6503, tier: 'major', unicorns: 10 },
+  { id: 'toronto', name: 'Toronto-Waterloo', city: 'Toronto', country: 'Canada', lat: 43.6532, lon: -79.3832, tier: 'major', unicorns: 15 },
+  { id: 'shenzhen', name: 'Shenzhen Tech', city: 'Shenzhen', country: 'China', lat: 22.5431, lon: 114.0579, tier: 'major', unicorns: 25 },
+
+  // Emerging hubs
+  { id: 'miami', name: 'Miami Tech', city: 'Miami', country: 'USA', lat: 25.7617, lon: -80.1918, tier: 'emerging' },
+  { id: 'denver', name: 'Denver Tech', city: 'Denver', country: 'USA', lat: 39.7392, lon: -104.9903, tier: 'emerging' },
+  { id: 'amsterdam', name: 'Amsterdam Startup', city: 'Amsterdam', country: 'Netherlands', lat: 52.3676, lon: 4.9041, tier: 'emerging' },
+  { id: 'stockholm', name: 'Stockholm Tech', city: 'Stockholm', country: 'Sweden', lat: 59.3293, lon: 18.0686, tier: 'emerging' },
+  { id: 'dublin', name: 'Dublin Tech', city: 'Dublin', country: 'Ireland', lat: 53.3498, lon: -6.2603, tier: 'emerging' },
+  { id: 'seoul', name: 'Seoul Startup', city: 'Seoul', country: 'South Korea', lat: 37.5665, lon: 126.9780, tier: 'emerging' },
+  { id: 'sydney', name: 'Sydney Tech', city: 'Sydney', country: 'Australia', lat: -33.8688, lon: 151.2093, tier: 'emerging' },
+  { id: 'saopaulo', name: 'São Paulo Tech', city: 'São Paulo', country: 'Brazil', lat: -23.5505, lon: -46.6333, tier: 'emerging' },
+  { id: 'nairobi', name: 'Silicon Savannah', city: 'Nairobi', country: 'Kenya', lat: -1.2921, lon: 36.8219, tier: 'emerging' },
+  { id: 'lagos', name: 'Lagos Tech', city: 'Lagos', country: 'Nigeria', lat: 6.5244, lon: 3.3792, tier: 'emerging' },
+
+  // MENA Tech Hubs
+  { id: 'dubai', name: 'Dubai Internet City', city: 'Dubai', country: 'UAE', lat: 25.0994, lon: 55.1641, tier: 'major', unicorns: 5, description: 'MENA\'s largest tech hub, home to regional HQs of global tech companies' },
+  { id: 'abudhabi', name: 'Hub71', city: 'Abu Dhabi', country: 'UAE', lat: 24.4539, lon: 54.3773, tier: 'emerging', description: 'Abu Dhabi\'s global tech ecosystem backed by Mubadala' },
+  { id: 'riyadh', name: 'Riyadh Tech', city: 'Riyadh', country: 'Saudi Arabia', lat: 24.7136, lon: 46.6753, tier: 'emerging', unicorns: 2, description: 'Saudi Vision 2030 tech hub, rapidly growing fintech and AI ecosystem' },
+  { id: 'cairo', name: 'Cairo Tech', city: 'Cairo', country: 'Egypt', lat: 30.0444, lon: 31.2357, tier: 'emerging', description: 'Egypt\'s startup capital with growing fintech scene' },
+  { id: 'amman', name: 'Amman Tech', city: 'Amman', country: 'Jordan', lat: 31.9454, lon: 35.9284, tier: 'emerging', description: 'Jordan\'s tech hub, strong in gaming and edtech' },
+];
+
+export const ACCELERATORS: Accelerator[] = [
+  // ============ USA - Bay Area ============
+  { id: 'yc', name: 'Y Combinator', city: 'San Francisco', country: 'USA', lat: 37.7749, lon: -122.4194, type: 'accelerator', founded: 2005, notable: ['Airbnb', 'Stripe', 'Dropbox'] },
+  { id: '500', name: '500 Global', city: 'San Francisco', country: 'USA', lat: 37.7849, lon: -122.4094, type: 'accelerator', founded: 2010 },
+  { id: 'nfx', name: 'NFX Guild', city: 'San Francisco', country: 'USA', lat: 37.7849, lon: -122.4294, type: 'accelerator', notable: ['Lyft', 'Trulia'] },
+  { id: 'a16z-css', name: 'a16z crypto startup school', city: 'Menlo Park', country: 'USA', lat: 37.4530, lon: -122.1817, type: 'accelerator' },
+  { id: 'plug-play', name: 'Plug and Play', city: 'Sunnyvale', country: 'USA', lat: 37.3688, lon: -122.0363, type: 'accelerator', founded: 2006, notable: ['Dropbox', 'PayPal'] },
+  { id: 'alchemist', name: 'Alchemist Accelerator', city: 'San Francisco', country: 'USA', lat: 37.7849, lon: -122.4144, type: 'accelerator', notable: ['LaunchDarkly', 'Rigetti'] },
+  { id: 'indiebio', name: 'IndieBio', city: 'San Francisco', country: 'USA', lat: 37.7809, lon: -122.4044, type: 'accelerator', notable: ['Memphis Meats', 'Clara Foods'] },
+  { id: 'hax', name: 'HAX', city: 'San Francisco', country: 'USA', lat: 37.7789, lon: -122.3944, type: 'accelerator', notable: ['Makeblock', 'Mellow'] },
+  { id: 'boost-vc', name: 'Boost VC', city: 'San Mateo', country: 'USA', lat: 37.5585, lon: -122.2711, type: 'accelerator', notable: ['Coinbase', 'Etherscan'] },
+  { id: 'imagine-k12', name: 'Imagine K12', city: 'San Francisco', country: 'USA', lat: 37.7849, lon: -122.4094, type: 'accelerator' },
+  { id: 'angelpad', name: 'AngelPad', city: 'San Francisco', country: 'USA', lat: 37.7849, lon: -122.4044, type: 'accelerator', founded: 2010, notable: ['Postmates', 'Mopub'] },
+  { id: 'launch', name: 'LAUNCH Accelerator', city: 'San Francisco', country: 'USA', lat: 37.7799, lon: -122.4094, type: 'accelerator' },
+  { id: 'sequoia-arc', name: 'Sequoia Arc', city: 'Menlo Park', country: 'USA', lat: 37.4520, lon: -122.1787, type: 'accelerator' },
+
+  // USA - Boulder/Denver
+  { id: 'techstars-boulder', name: 'Techstars Boulder', city: 'Boulder', country: 'USA', lat: 40.0150, lon: -105.2705, type: 'accelerator', founded: 2006 },
+  { id: 'boomtown', name: 'Boomtown', city: 'Boulder', country: 'USA', lat: 40.0193, lon: -105.2765, type: 'accelerator' },
+
+  // USA - NYC
+  { id: 'techstars-nyc', name: 'Techstars NYC', city: 'New York', country: 'USA', lat: 40.7128, lon: -74.0060, type: 'accelerator' },
+  { id: 'dreamit', name: 'DreamIt Ventures', city: 'New York', country: 'USA', lat: 40.7484, lon: -73.9857, type: 'accelerator', founded: 2008 },
+  { id: 'era-nyc', name: 'ERA NYC', city: 'New York', country: 'USA', lat: 40.7426, lon: -73.9878, type: 'accelerator' },
+  { id: 'newlab', name: 'Newlab', city: 'Brooklyn', country: 'USA', lat: 40.6914, lon: -73.9785, type: 'incubator' },
+  { id: 'betaworks', name: 'Betaworks', city: 'New York', country: 'USA', lat: 40.7395, lon: -74.0018, type: 'studio', notable: ['Giphy', 'Bitly'] },
+  { id: 'fintech-innovation', name: 'Fintech Innovation Lab', city: 'New York', country: 'USA', lat: 40.7580, lon: -73.9855, type: 'accelerator' },
+
+  // USA - Boston
+  { id: 'techstars-boston', name: 'Techstars Boston', city: 'Boston', country: 'USA', lat: 42.3601, lon: -71.0589, type: 'accelerator' },
+  { id: 'masschallenge', name: 'MassChallenge', city: 'Boston', country: 'USA', lat: 42.3480, lon: -71.0466, type: 'accelerator', founded: 2009 },
+  { id: 'harvard-ilab', name: 'Harvard i-lab', city: 'Boston', country: 'USA', lat: 42.3639, lon: -71.1244, type: 'incubator' },
+  { id: 'greentown', name: 'Greentown Labs', city: 'Somerville', country: 'USA', lat: 42.3876, lon: -71.0995, type: 'incubator' },
+
+  // USA - LA
+  { id: 'techstars-la', name: 'Techstars LA', city: 'Los Angeles', country: 'USA', lat: 34.0195, lon: -118.4912, type: 'accelerator' },
+  { id: 'amplify', name: 'Amplify LA', city: 'Los Angeles', country: 'USA', lat: 34.0407, lon: -118.2468, type: 'accelerator' },
+  { id: 'launchpad-la', name: 'Launchpad LA', city: 'Los Angeles', country: 'USA', lat: 34.0159, lon: -118.4961, type: 'accelerator' },
+  { id: 'science-inc', name: 'Science Inc', city: 'Santa Monica', country: 'USA', lat: 34.0195, lon: -118.4912, type: 'studio', notable: ['Dollar Shave Club'] },
+
+  // USA - Austin/Texas
+  { id: 'techstars-austin', name: 'Techstars Austin', city: 'Austin', country: 'USA', lat: 30.2672, lon: -97.7431, type: 'accelerator' },
+  { id: 'capital-factory', name: 'Capital Factory', city: 'Austin', country: 'USA', lat: 30.2686, lon: -97.7435, type: 'accelerator', founded: 2009 },
+  { id: 'techstars-san-antonio', name: 'Techstars San Antonio', city: 'San Antonio', country: 'USA', lat: 29.4241, lon: -98.4936, type: 'accelerator' },
+
+  // USA - Seattle/Pacific NW
+  { id: 'techstars-seattle', name: 'Techstars Seattle', city: 'Seattle', country: 'USA', lat: 47.6062, lon: -122.3321, type: 'accelerator' },
+
+  // USA - Other
+  { id: 'techstars-chicago', name: 'Techstars Chicago', city: 'Chicago', country: 'USA', lat: 41.8781, lon: -87.6298, type: 'accelerator' },
+  { id: 'techstars-detroit', name: 'Techstars Detroit', city: 'Detroit', country: 'USA', lat: 42.3314, lon: -83.0458, type: 'accelerator' },
+  { id: 'gener8tor', name: 'gener8tor', city: 'Milwaukee', country: 'USA', lat: 43.0389, lon: -87.9065, type: 'accelerator' },
+
+  // USA - Corporate Accelerators
+  { id: 'google-startups', name: 'Google for Startups', city: 'Mountain View', country: 'USA', lat: 37.4220, lon: -122.0841, type: 'accelerator' },
+  { id: 'microsoft-accelerator', name: 'Microsoft Accelerator', city: 'Redmond', country: 'USA', lat: 47.6740, lon: -122.1215, type: 'accelerator' },
+  { id: 'nvidia-inception', name: 'NVIDIA Inception', city: 'Santa Clara', country: 'USA', lat: 37.3708, lon: -121.9675, type: 'accelerator' },
+  { id: 'aws-activate', name: 'AWS Activate', city: 'Seattle', country: 'USA', lat: 47.6205, lon: -122.3493, type: 'accelerator' },
+  { id: 'cisco-launchpad', name: 'Cisco Launchpad', city: 'San Jose', country: 'USA', lat: 37.4089, lon: -121.9533, type: 'accelerator' },
+
+  // ============ EUROPE - UK ============
+  { id: 'seedcamp', name: 'Seedcamp', city: 'London', country: 'UK', lat: 51.5074, lon: -0.1278, type: 'accelerator', founded: 2007, notable: ['TransferWise', 'Revolut'] },
+  { id: 'ef-london', name: 'Entrepreneur First', city: 'London', country: 'UK', lat: 51.5174, lon: -0.0878, type: 'accelerator', founded: 2011 },
+  { id: 'techstars-london', name: 'Techstars London', city: 'London', country: 'UK', lat: 51.5214, lon: -0.0724, type: 'accelerator' },
+  { id: 'founders-factory', name: 'Founders Factory', city: 'London', country: 'UK', lat: 51.5154, lon: -0.1410, type: 'studio', founded: 2015 },
+  { id: 'wayra-uk', name: 'Wayra UK', city: 'London', country: 'UK', lat: 51.5034, lon: -0.0196, type: 'accelerator' },
+  { id: 'bethnal-green', name: 'Bethnal Green Ventures', city: 'London', country: 'UK', lat: 51.5268, lon: -0.0556, type: 'accelerator' },
+  { id: 'codebase', name: 'CodeBase', city: 'Edinburgh', country: 'UK', lat: 55.9533, lon: -3.1883, type: 'incubator' },
+
+  // Europe - France
+  { id: 'stationf', name: 'Station F', city: 'Paris', country: 'France', lat: 48.8341, lon: 2.3699, type: 'incubator', founded: 2017 },
+  { id: 'thefamily', name: 'The Family', city: 'Paris', country: 'France', lat: 48.8644, lon: 2.3749, type: 'accelerator' },
+  { id: 'techstars-paris', name: 'Techstars Paris', city: 'Paris', country: 'France', lat: 48.8566, lon: 2.3522, type: 'accelerator' },
+  { id: 'numa', name: 'NUMA', city: 'Paris', country: 'France', lat: 48.8651, lon: 2.3490, type: 'accelerator' },
+
+  // Europe - Germany
+  { id: 'techstars-berlin', name: 'Techstars Berlin', city: 'Berlin', country: 'Germany', lat: 52.5200, lon: 13.4050, type: 'accelerator' },
+  { id: 'rocket-internet', name: 'Rocket Internet', city: 'Berlin', country: 'Germany', lat: 52.5067, lon: 13.3244, type: 'studio', notable: ['Zalando', 'Delivery Hero'] },
+  { id: 'axel-springer', name: 'Axel Springer Plug & Play', city: 'Berlin', country: 'Germany', lat: 52.5097, lon: 13.3879, type: 'accelerator' },
+  { id: 'hub-berlin', name: 'hub:raum', city: 'Berlin', country: 'Germany', lat: 52.5255, lon: 13.3695, type: 'accelerator' },
+  { id: 'startupbootcamp-berlin', name: 'Startupbootcamp Berlin', city: 'Berlin', country: 'Germany', lat: 52.5200, lon: 13.4050, type: 'accelerator' },
+
+  // Europe - Netherlands
+  { id: 'startupbootcamp', name: 'Startupbootcamp', city: 'Amsterdam', country: 'Netherlands', lat: 52.3702, lon: 4.8952, type: 'accelerator', founded: 2010 },
+  { id: 'rockstart', name: 'Rockstart', city: 'Amsterdam', country: 'Netherlands', lat: 52.3676, lon: 4.9041, type: 'accelerator' },
+
+  // Europe - Nordics
+  { id: 'ef-stockholm', name: 'Entrepreneur First Stockholm', city: 'Stockholm', country: 'Sweden', lat: 59.3293, lon: 18.0686, type: 'accelerator' },
+  { id: 'startup-wiseguys', name: 'Startup Wise Guys', city: 'Tallinn', country: 'Estonia', lat: 59.4370, lon: 24.7536, type: 'accelerator', founded: 2012 },
+  { id: 'antler-stockholm', name: 'Antler Stockholm', city: 'Stockholm', country: 'Sweden', lat: 59.3346, lon: 18.0717, type: 'accelerator' },
+  { id: 'nordic-makers', name: 'Nordic Makers', city: 'Copenhagen', country: 'Denmark', lat: 55.6761, lon: 12.5683, type: 'accelerator' },
+  { id: 'slush', name: 'Slush', city: 'Helsinki', country: 'Finland', lat: 60.1699, lon: 24.9384, type: 'accelerator' },
+
+  // Europe - Spain & Portugal
+  { id: 'wayra-spain', name: 'Wayra Spain', city: 'Madrid', country: 'Spain', lat: 40.4168, lon: -3.7038, type: 'accelerator' },
+  { id: 'lanzadera', name: 'Lanzadera', city: 'Valencia', country: 'Spain', lat: 39.4699, lon: -0.3763, type: 'accelerator', notable: ['Flywire'] },
+  { id: 'seedrs', name: 'Seedrs', city: 'Barcelona', country: 'Spain', lat: 41.3851, lon: 2.1734, type: 'accelerator' },
+
+  // Europe - Switzerland
+  { id: 'venture-kick', name: 'Venture Kick', city: 'Zurich', country: 'Switzerland', lat: 47.3769, lon: 8.5417, type: 'accelerator' },
+  { id: 'f10', name: 'F10 Fintech', city: 'Zurich', country: 'Switzerland', lat: 47.3686, lon: 8.5391, type: 'accelerator' },
+
+  // ============ ASIA - Singapore ============
+  { id: 'antler-sg', name: 'Antler', city: 'Singapore', country: 'Singapore', lat: 1.2833, lon: 103.8333, type: 'accelerator', founded: 2017 },
+  { id: 'ef-singapore', name: 'Entrepreneur First Singapore', city: 'Singapore', country: 'Singapore', lat: 1.2966, lon: 103.8536, type: 'accelerator' },
+  { id: 'jungle-ventures', name: 'Jungle Ventures', city: 'Singapore', country: 'Singapore', lat: 1.2789, lon: 103.8496, type: 'accelerator' },
+  { id: 'iterative', name: 'Iterative', city: 'Singapore', country: 'Singapore', lat: 1.3048, lon: 103.8318, type: 'accelerator' },
+  { id: 'sparklabs-sg', name: 'SparkLabs Singapore', city: 'Singapore', country: 'Singapore', lat: 1.2966, lon: 103.8500, type: 'accelerator' },
+
+  // Asia - India
+  { id: 'techstars-bangalore', name: 'Techstars Bangalore', city: 'Bangalore', country: 'India', lat: 12.9716, lon: 77.5946, type: 'accelerator' },
+  { id: 't-hub', name: 'T-Hub', city: 'Hyderabad', country: 'India', lat: 17.4486, lon: 78.3908, type: 'incubator', founded: 2015 },
+  { id: 'nasscom', name: 'NASSCOM 10000 Startups', city: 'Bangalore', country: 'India', lat: 12.9352, lon: 77.6245, type: 'accelerator' },
+  { id: 'zone-startups', name: 'Zone Startups', city: 'Mumbai', country: 'India', lat: 19.0748, lon: 72.8856, type: 'accelerator' },
+  { id: 'axilor', name: 'Axilor Ventures', city: 'Bangalore', country: 'India', lat: 12.9279, lon: 77.6271, type: 'accelerator' },
+
+  // Asia - China
+  { id: 'chinaccelerator', name: 'Chinaccelerator', city: 'Shanghai', country: 'China', lat: 31.2304, lon: 121.4737, type: 'accelerator' },
+  { id: 'hax-shenzhen', name: 'HAX Shenzhen', city: 'Shenzhen', country: 'China', lat: 22.5431, lon: 114.0579, type: 'accelerator' },
+  { id: 'sinovation', name: 'Sinovation Ventures', city: 'Beijing', country: 'China', lat: 39.9042, lon: 116.4074, type: 'accelerator' },
+  { id: 'sosv-china', name: 'SOSV Chinaccelerator', city: 'Shanghai', country: 'China', lat: 31.2243, lon: 121.4690, type: 'accelerator' },
+
+  // Asia - Japan & Korea
+  { id: 'techstars-tokyo', name: 'Techstars Tokyo', city: 'Tokyo', country: 'Japan', lat: 35.6762, lon: 139.6503, type: 'accelerator' },
+  { id: 'open-network-lab', name: 'Open Network Lab', city: 'Tokyo', country: 'Japan', lat: 35.6591, lon: 139.7007, type: 'accelerator' },
+  { id: 'sparklabs-korea', name: 'SparkLabs Korea', city: 'Seoul', country: 'South Korea', lat: 37.5665, lon: 126.9780, type: 'accelerator' },
+  { id: 'primer', name: 'Primer', city: 'Seoul', country: 'South Korea', lat: 37.4980, lon: 127.0276, type: 'accelerator' },
+
+  // ============ MENA ============
+  { id: 'flat6labs', name: 'Flat6Labs', city: 'Cairo', country: 'Egypt', lat: 30.0444, lon: 31.2357, type: 'accelerator', founded: 2011 },
+  { id: 'flat6labs-uae', name: 'Flat6Labs Abu Dhabi', city: 'Abu Dhabi', country: 'UAE', lat: 24.4539, lon: 54.3773, type: 'accelerator' },
+  { id: 'hub71', name: 'Hub71', city: 'Abu Dhabi', country: 'UAE', lat: 24.4669, lon: 54.3659, type: 'accelerator' },
+  { id: 'dtec', name: 'DTEC', city: 'Dubai', country: 'UAE', lat: 25.0755, lon: 55.1713, type: 'incubator' },
+  { id: 'in5', name: 'in5', city: 'Dubai', country: 'UAE', lat: 25.1003, lon: 55.1720, type: 'incubator' },
+  { id: 'misk', name: 'Misk Accelerator', city: 'Riyadh', country: 'Saudi Arabia', lat: 24.7136, lon: 46.6753, type: 'accelerator' },
+  { id: 'impact46', name: 'Impact46', city: 'Riyadh', country: 'Saudi Arabia', lat: 24.6877, lon: 46.6850, type: 'accelerator' },
+  { id: 'oasis500', name: 'Oasis500', city: 'Amman', country: 'Jordan', lat: 31.9454, lon: 35.9284, type: 'accelerator' },
+  { id: 'wamda', name: 'Wamda', city: 'Dubai', country: 'UAE', lat: 25.0994, lon: 55.1641, type: 'accelerator' },
+
+  // ============ AUSTRALIA & NZ ============
+  { id: 'startmate', name: 'Startmate', city: 'Sydney', country: 'Australia', lat: -33.8688, lon: 151.2093, type: 'accelerator', founded: 2010 },
+  { id: 'blackbird', name: 'Blackbird Ventures', city: 'Sydney', country: 'Australia', lat: -33.8651, lon: 151.2099, type: 'accelerator' },
+  { id: 'airtree', name: 'AirTree Ventures', city: 'Sydney', country: 'Australia', lat: -33.8670, lon: 151.2051, type: 'accelerator' },
+  { id: 'antler-sydney', name: 'Antler Sydney', city: 'Sydney', country: 'Australia', lat: -33.8623, lon: 151.2108, type: 'accelerator' },
+  { id: 'lightning-lab', name: 'Lightning Lab', city: 'Auckland', country: 'New Zealand', lat: -36.8509, lon: 174.7645, type: 'accelerator' },
+  { id: 'icehouse', name: 'The Icehouse', city: 'Auckland', country: 'New Zealand', lat: -36.8485, lon: 174.7633, type: 'accelerator' },
+
+  // ============ LATAM ============
+  { id: 'startup-chile', name: 'Startup Chile', city: 'Santiago', country: 'Chile', lat: -33.4489, lon: -70.6693, type: 'accelerator', founded: 2010 },
+  { id: 'wayra-latam', name: 'Wayra Hispam', city: 'Mexico City', country: 'Mexico', lat: 19.4326, lon: -99.1332, type: 'accelerator' },
+  { id: '500-latam', name: '500 Startups LATAM', city: 'Mexico City', country: 'Mexico', lat: 19.4285, lon: -99.1332, type: 'accelerator' },
+  { id: 'cubo', name: 'Cubo Itaú', city: 'São Paulo', country: 'Brazil', lat: -23.5629, lon: -46.6544, type: 'incubator' },
+  { id: 'ace-startups', name: 'ACE Startups', city: 'São Paulo', country: 'Brazil', lat: -23.5505, lon: -46.6333, type: 'accelerator' },
+
+  // ============ AFRICA ============
+  { id: 'yc-africa', name: 'Y Combinator Africa', city: 'Lagos', country: 'Nigeria', lat: 6.5244, lon: 3.3792, type: 'accelerator' },
+  { id: 'vc4a', name: 'VC4A', city: 'Lagos', country: 'Nigeria', lat: 6.4698, lon: 3.3872, type: 'accelerator' },
+  { id: 'ihub', name: 'iHub', city: 'Nairobi', country: 'Kenya', lat: -1.2921, lon: 36.8219, type: 'incubator', founded: 2010 },
+  { id: 'ccHub', name: 'CcHUB', city: 'Lagos', country: 'Nigeria', lat: 6.4300, lon: 3.4200, type: 'incubator' },
+  { id: 'meltwater', name: 'Meltwater Entrepreneurial School', city: 'Accra', country: 'Ghana', lat: 5.6037, lon: -0.1870, type: 'accelerator' },
+];
+
+export const TECH_HQS: TechHQ[] = [
+  // ============ USA - FAANG & Big Tech ============
+  { id: 'apple', company: 'Apple', city: 'Cupertino', country: 'USA', lat: 37.3349, lon: -122.0090, type: 'faang', marketCap: '$3T' },
+  { id: 'google', company: 'Google', city: 'Mountain View', country: 'USA', lat: 37.4220, lon: -122.0841, type: 'faang', marketCap: '$2T' },
+  { id: 'amazon', company: 'Amazon', city: 'Seattle', country: 'USA', lat: 47.6205, lon: -122.3493, type: 'faang', marketCap: '$1.8T' },
+  { id: 'meta', company: 'Meta', city: 'Menlo Park', country: 'USA', lat: 37.4530, lon: -122.1817, type: 'faang', marketCap: '$1.2T' },
+  { id: 'microsoft', company: 'Microsoft', city: 'Redmond', country: 'USA', lat: 47.6740, lon: -122.1215, type: 'faang', marketCap: '$3T' },
+  { id: 'nvidia', company: 'NVIDIA', city: 'Santa Clara', country: 'USA', lat: 37.3708, lon: -121.9675, type: 'faang', marketCap: '$1.5T' },
+  { id: 'netflix', company: 'Netflix', city: 'Los Gatos', country: 'USA', lat: 37.2358, lon: -121.9624, type: 'faang' },
+
+  // USA - AI Leaders
+  { id: 'openai', company: 'OpenAI', city: 'San Francisco', country: 'USA', lat: 37.7749, lon: -122.4194, type: 'unicorn' },
+  { id: 'anthropic', company: 'Anthropic', city: 'San Francisco', country: 'USA', lat: 37.7849, lon: -122.4094, type: 'unicorn' },
+  { id: 'databricks', company: 'Databricks', city: 'San Francisco', country: 'USA', lat: 37.7749, lon: -122.4294, type: 'unicorn' },
+  { id: 'scale-ai', company: 'Scale AI', city: 'San Francisco', country: 'USA', lat: 37.7849, lon: -122.3994, type: 'unicorn' },
+  { id: 'cohere', company: 'Cohere', city: 'San Francisco', country: 'USA', lat: 37.7899, lon: -122.4094, type: 'unicorn' },
+
+  // USA - Enterprise & Cloud
+  { id: 'salesforce', company: 'Salesforce', city: 'San Francisco', country: 'USA', lat: 37.7897, lon: -122.3972, type: 'public' },
+  { id: 'oracle', company: 'Oracle', city: 'Austin', country: 'USA', lat: 30.2672, lon: -97.7431, type: 'public' },
+  { id: 'ibm', company: 'IBM', city: 'Armonk', country: 'USA', lat: 41.1118, lon: -73.7204, type: 'public' },
+  { id: 'vmware', company: 'VMware', city: 'Palo Alto', country: 'USA', lat: 37.3957, lon: -122.1408, type: 'public' },
+  { id: 'servicenow', company: 'ServiceNow', city: 'Santa Clara', country: 'USA', lat: 37.3861, lon: -121.9543, type: 'public' },
+  { id: 'workday', company: 'Workday', city: 'Pleasanton', country: 'USA', lat: 37.6624, lon: -121.8747, type: 'public' },
+  { id: 'snowflake', company: 'Snowflake', city: 'Bozeman', country: 'USA', lat: 45.6770, lon: -111.0429, type: 'public' },
+  { id: 'splunk', company: 'Splunk', city: 'San Francisco', country: 'USA', lat: 37.7897, lon: -122.4000, type: 'public' },
+  { id: 'cloudflare', company: 'Cloudflare', city: 'San Francisco', country: 'USA', lat: 37.7849, lon: -122.3894, type: 'public' },
+
+  // USA - Semiconductors
+  { id: 'intel', company: 'Intel', city: 'Santa Clara', country: 'USA', lat: 37.3875, lon: -121.9636, type: 'public' },
+  { id: 'amd', company: 'AMD', city: 'Santa Clara', country: 'USA', lat: 37.3803, lon: -121.9610, type: 'public' },
+  { id: 'qualcomm', company: 'Qualcomm', city: 'San Diego', country: 'USA', lat: 32.8998, lon: -117.2016, type: 'public' },
+  { id: 'broadcom', company: 'Broadcom', city: 'San Jose', country: 'USA', lat: 37.3874, lon: -121.9637, type: 'public' },
+  { id: 'micron', company: 'Micron', city: 'Boise', country: 'USA', lat: 43.6150, lon: -116.2023, type: 'public' },
+
+  // USA - Software & SaaS
+  { id: 'adobe', company: 'Adobe', city: 'San Jose', country: 'USA', lat: 37.3309, lon: -121.8930, type: 'public' },
+  { id: 'cisco', company: 'Cisco', city: 'San Jose', country: 'USA', lat: 37.4089, lon: -121.9533, type: 'public' },
+  { id: 'zoom', company: 'Zoom', city: 'San Jose', country: 'USA', lat: 37.3748, lon: -121.9648, type: 'public' },
+  { id: 'slack', company: 'Slack', city: 'San Francisco', country: 'USA', lat: 37.7836, lon: -122.3896, type: 'public' },
+  { id: 'palantir', company: 'Palantir', city: 'Denver', country: 'USA', lat: 39.7392, lon: -104.9903, type: 'public' },
+  { id: 'crowdstrike', company: 'CrowdStrike', city: 'Austin', country: 'USA', lat: 30.2672, lon: -97.7431, type: 'public' },
+  { id: 'palo-alto', company: 'Palo Alto Networks', city: 'Santa Clara', country: 'USA', lat: 37.3930, lon: -121.9856, type: 'public' },
+  { id: 'fortinet', company: 'Fortinet', city: 'Sunnyvale', country: 'USA', lat: 37.3921, lon: -122.0371, type: 'public' },
+  { id: 'okta', company: 'Okta', city: 'San Francisco', country: 'USA', lat: 37.7897, lon: -122.3952, type: 'public' },
+  { id: 'mongodb', company: 'MongoDB', city: 'New York', country: 'USA', lat: 40.7520, lon: -73.9932, type: 'public' },
+  { id: 'elastic', company: 'Elastic', city: 'Mountain View', country: 'USA', lat: 37.4030, lon: -122.1152, type: 'public' },
+  { id: 'datadog', company: 'Datadog', city: 'New York', country: 'USA', lat: 40.7363, lon: -73.9919, type: 'public' },
+
+  // USA - Fintech & Consumer
+  { id: 'paypal', company: 'PayPal', city: 'San Jose', country: 'USA', lat: 37.3760, lon: -121.9217, type: 'public' },
+  { id: 'square', company: 'Block (Square)', city: 'San Francisco', country: 'USA', lat: 37.7697, lon: -122.4294, type: 'public' },
+  { id: 'stripe', company: 'Stripe', city: 'San Francisco', country: 'USA', lat: 37.7902, lon: -122.4069, type: 'unicorn' },
+  { id: 'plaid', company: 'Plaid', city: 'San Francisco', country: 'USA', lat: 37.7851, lon: -122.4014, type: 'unicorn' },
+  { id: 'coinbase', company: 'Coinbase', city: 'San Francisco', country: 'USA', lat: 37.7792, lon: -122.4191, type: 'public' },
+  { id: 'robinhood', company: 'Robinhood', city: 'Menlo Park', country: 'USA', lat: 37.4516, lon: -122.1797, type: 'public' },
+  { id: 'airbnb', company: 'Airbnb', city: 'San Francisco', country: 'USA', lat: 37.7717, lon: -122.4063, type: 'public' },
+  { id: 'uber', company: 'Uber', city: 'San Francisco', country: 'USA', lat: 37.7749, lon: -122.4148, type: 'public' },
+  { id: 'lyft', company: 'Lyft', city: 'San Francisco', country: 'USA', lat: 37.7699, lon: -122.4116, type: 'public' },
+  { id: 'doordash', company: 'DoorDash', city: 'San Francisco', country: 'USA', lat: 37.7847, lon: -122.4041, type: 'public' },
+  { id: 'instacart', company: 'Instacart', city: 'San Francisco', country: 'USA', lat: 37.7834, lon: -122.4004, type: 'public' },
+
+  // USA - Social & Media
+  { id: 'twitter', company: 'X (Twitter)', city: 'San Francisco', country: 'USA', lat: 37.7769, lon: -122.4158, type: 'public' },
+  { id: 'pinterest', company: 'Pinterest', city: 'San Francisco', country: 'USA', lat: 37.7689, lon: -122.4126, type: 'public' },
+  { id: 'snap', company: 'Snap', city: 'Santa Monica', country: 'USA', lat: 34.0195, lon: -118.4912, type: 'public' },
+  { id: 'discord', company: 'Discord', city: 'San Francisco', country: 'USA', lat: 37.7809, lon: -122.3914, type: 'unicorn' },
+  { id: 'reddit', company: 'Reddit', city: 'San Francisco', country: 'USA', lat: 37.7801, lon: -122.4037, type: 'public' },
+  { id: 'linkedin', company: 'LinkedIn', city: 'Sunnyvale', country: 'USA', lat: 37.4257, lon: -122.0712, type: 'public' },
+  { id: 'ebay', company: 'eBay', city: 'San Jose', country: 'USA', lat: 37.3653, lon: -121.9289, type: 'public' },
+
+  // USA - Hardware & Devices
+  { id: 'hp', company: 'HP Inc', city: 'Palo Alto', country: 'USA', lat: 37.4129, lon: -122.1476, type: 'public' },
+  { id: 'dell', company: 'Dell', city: 'Round Rock', country: 'USA', lat: 30.5083, lon: -97.6789, type: 'public' },
+  { id: 'tesla', company: 'Tesla', city: 'Austin', country: 'USA', lat: 30.2231, lon: -97.6228, type: 'public', marketCap: '$800B' },
+  { id: 'spacex', company: 'SpaceX', city: 'Hawthorne', country: 'USA', lat: 33.9207, lon: -118.3280, type: 'unicorn' },
+  { id: 'rivian', company: 'Rivian', city: 'Irvine', country: 'USA', lat: 33.6846, lon: -117.8265, type: 'public' },
+  { id: 'lucid', company: 'Lucid Motors', city: 'Newark', country: 'USA', lat: 37.5174, lon: -122.0479, type: 'public' },
+
+  // ============ EUROPE ============
+  // UK
+  { id: 'arm', company: 'ARM', city: 'Cambridge', country: 'UK', lat: 52.2053, lon: 0.1218, type: 'public', marketCap: '$120B' },
+  { id: 'revolut', company: 'Revolut', city: 'London', country: 'UK', lat: 51.5154, lon: -0.1410, type: 'unicorn' },
+  { id: 'wise', company: 'Wise', city: 'London', country: 'UK', lat: 51.5174, lon: -0.0870, type: 'public' },
+  { id: 'deliveroo', company: 'Deliveroo', city: 'London', country: 'UK', lat: 51.5194, lon: -0.1302, type: 'public' },
+  { id: 'deepmind', company: 'DeepMind', city: 'London', country: 'UK', lat: 51.5334, lon: -0.1254, type: 'unicorn' },
+  { id: 'darktrace', company: 'Darktrace', city: 'Cambridge', country: 'UK', lat: 52.2044, lon: 0.1180, type: 'public' },
+  { id: 'monzo', company: 'Monzo', city: 'London', country: 'UK', lat: 51.5186, lon: -0.0844, type: 'unicorn' },
+  { id: 'checkout', company: 'Checkout.com', city: 'London', country: 'UK', lat: 51.5118, lon: -0.0825, type: 'unicorn' },
+
+  // Germany
+  { id: 'sap', company: 'SAP', city: 'Walldorf', country: 'Germany', lat: 49.3064, lon: 8.6498, type: 'public', marketCap: '$200B' },
+  { id: 'n26', company: 'N26', city: 'Berlin', country: 'Germany', lat: 52.5200, lon: 13.4050, type: 'unicorn' },
+  { id: 'zalando', company: 'Zalando', city: 'Berlin', country: 'Germany', lat: 52.5067, lon: 13.3244, type: 'public' },
+  { id: 'delivery-hero', company: 'Delivery Hero', city: 'Berlin', country: 'Germany', lat: 52.5038, lon: 13.4432, type: 'public' },
+  { id: 'celonis', company: 'Celonis', city: 'Munich', country: 'Germany', lat: 48.1351, lon: 11.5820, type: 'unicorn' },
+  { id: 'personio', company: 'Personio', city: 'Munich', country: 'Germany', lat: 48.1372, lon: 11.5754, type: 'unicorn' },
+
+  // Netherlands
+  { id: 'asml', company: 'ASML', city: 'Veldhoven', country: 'Netherlands', lat: 51.4200, lon: 5.4000, type: 'public', marketCap: '$300B' },
+  { id: 'adyen', company: 'Adyen', city: 'Amsterdam', country: 'Netherlands', lat: 52.3547, lon: 4.8945, type: 'public' },
+  { id: 'booking', company: 'Booking.com', city: 'Amsterdam', country: 'Netherlands', lat: 52.3592, lon: 4.9038, type: 'public' },
+  { id: 'messagebird', company: 'MessageBird', city: 'Amsterdam', country: 'Netherlands', lat: 52.3653, lon: 4.8929, type: 'unicorn' },
+  { id: 'mollie', company: 'Mollie', city: 'Amsterdam', country: 'Netherlands', lat: 52.3508, lon: 4.9039, type: 'unicorn' },
+
+  // Sweden
+  { id: 'spotify', company: 'Spotify', city: 'Stockholm', country: 'Sweden', lat: 59.3293, lon: 18.0686, type: 'public' },
+  { id: 'klarna', company: 'Klarna', city: 'Stockholm', country: 'Sweden', lat: 59.3366, lon: 18.0717, type: 'unicorn' },
+  { id: 'king', company: 'King', city: 'Stockholm', country: 'Sweden', lat: 59.3342, lon: 18.0544, type: 'public' },
+  { id: 'northvolt', company: 'Northvolt', city: 'Stockholm', country: 'Sweden', lat: 59.3340, lon: 18.0499, type: 'unicorn' },
+
+  // France
+  { id: 'dassault', company: 'Dassault Systèmes', city: 'Vélizy', country: 'France', lat: 48.7845, lon: 2.1896, type: 'public' },
+  { id: 'criteo', company: 'Criteo', city: 'Paris', country: 'France', lat: 48.8688, lon: 2.3490, type: 'public' },
+  { id: 'ubisoft', company: 'Ubisoft', city: 'Montreuil', country: 'France', lat: 48.8622, lon: 2.4432, type: 'public' },
+  { id: 'blablacar', company: 'BlaBlaCar', city: 'Paris', country: 'France', lat: 48.8703, lon: 2.3540, type: 'unicorn' },
+  { id: 'doctolib', company: 'Doctolib', city: 'Paris', country: 'France', lat: 48.8764, lon: 2.3576, type: 'unicorn' },
+  { id: 'mistral', company: 'Mistral AI', city: 'Paris', country: 'France', lat: 48.8716, lon: 2.3427, type: 'unicorn' },
+
+  // Ireland
+  { id: 'stripe-eu', company: 'Stripe EU', city: 'Dublin', country: 'Ireland', lat: 53.3382, lon: -6.2591, type: 'unicorn' },
+  { id: 'intercom', company: 'Intercom', city: 'Dublin', country: 'Ireland', lat: 53.3433, lon: -6.2605, type: 'unicorn' },
+
+  // Finland
+  { id: 'nokia', company: 'Nokia', city: 'Espoo', country: 'Finland', lat: 60.1756, lon: 24.8272, type: 'public' },
+  { id: 'supercell', company: 'Supercell', city: 'Helsinki', country: 'Finland', lat: 60.1699, lon: 24.9384, type: 'unicorn' },
+  { id: 'wolt', company: 'Wolt', city: 'Helsinki', country: 'Finland', lat: 60.1650, lon: 24.9550, type: 'unicorn' },
+
+  // Estonia
+  { id: 'bolt', company: 'Bolt', city: 'Tallinn', country: 'Estonia', lat: 59.4370, lon: 24.7536, type: 'unicorn' },
+  { id: 'wise-ee', company: 'Wise HQ', city: 'Tallinn', country: 'Estonia', lat: 59.4388, lon: 24.7545, type: 'public' },
+
+  // Switzerland
+  { id: 'google-zurich', company: 'Google Zurich', city: 'Zurich', country: 'Switzerland', lat: 47.3667, lon: 8.5247, type: 'faang' },
+
+  // ============ MENA - UAE ============
+  { id: 'careem', company: 'Careem', city: 'Dubai', country: 'UAE', lat: 25.0771, lon: 55.1396, type: 'unicorn', marketCap: '$3.1B' },
+  { id: 'noon', company: 'Noon', city: 'Dubai', country: 'UAE', lat: 25.1120, lon: 55.1380, type: 'unicorn' },
+  { id: 'talabat', company: 'Talabat', city: 'Dubai', country: 'UAE', lat: 25.0972, lon: 55.1611, type: 'unicorn' },
+  { id: 'g42', company: 'G42', city: 'Abu Dhabi', country: 'UAE', lat: 24.4669, lon: 54.3659, type: 'unicorn' },
+  { id: 'presight', company: 'Presight.ai', city: 'Abu Dhabi', country: 'UAE', lat: 24.4539, lon: 54.3773, type: 'unicorn', marketCap: '$4.8B' },
+  { id: 'dubizzle', company: 'Dubizzle Group', city: 'Dubai', country: 'UAE', lat: 25.1152, lon: 55.1375, type: 'unicorn', marketCap: '$1B' },
+  { id: 'kitopi', company: 'Kitopi', city: 'Dubai', country: 'UAE', lat: 25.0773, lon: 55.1409, type: 'unicorn', marketCap: '$1.6B' },
+  { id: 'property-finder', company: 'Property Finder', city: 'Dubai', country: 'UAE', lat: 25.0850, lon: 55.1500, type: 'unicorn', marketCap: '$2B' },
+  { id: 'xpanceo', company: 'XPANCEO', city: 'Dubai', country: 'UAE', lat: 25.0900, lon: 55.1550, type: 'unicorn', marketCap: '$1.4B' },
+  { id: 'alef-edu', company: 'Alef Education', city: 'Abu Dhabi', country: 'UAE', lat: 24.4700, lon: 54.3600, type: 'unicorn', marketCap: '$1.9B' },
+  { id: 'swvl', company: 'Swvl', city: 'Dubai', country: 'UAE', lat: 25.0657, lon: 55.1713, type: 'public' },
+  { id: 'aramex', company: 'Aramex', city: 'Dubai', country: 'UAE', lat: 25.0717, lon: 55.1335, type: 'public' },
+  { id: 'etisalat', company: 'e&', city: 'Abu Dhabi', country: 'UAE', lat: 24.4872, lon: 54.3563, type: 'public' },
+  { id: 'anghami', company: 'Anghami', city: 'Abu Dhabi', country: 'UAE', lat: 24.4600, lon: 54.3700, type: 'public' },
+  { id: 'mashreq', company: 'Mashreq Neo', city: 'Dubai', country: 'UAE', lat: 25.2614, lon: 55.2977, type: 'public' },
+
+  // MENA - Saudi Arabia
+  { id: 'tabby', company: 'Tabby', city: 'Riyadh', country: 'Saudi Arabia', lat: 24.7200, lon: 46.6900, type: 'unicorn', marketCap: '$3.3B' },
+  { id: 'tamara', company: 'Tamara', city: 'Riyadh', country: 'Saudi Arabia', lat: 24.7136, lon: 46.6753, type: 'unicorn', marketCap: '$1B' },
+  { id: 'ninja', company: 'Ninja', city: 'Riyadh', country: 'Saudi Arabia', lat: 24.7250, lon: 46.7000, type: 'unicorn', marketCap: '$1.5B' },
+  { id: 'stc', company: 'STC', city: 'Riyadh', country: 'Saudi Arabia', lat: 24.6877, lon: 46.6850, type: 'public' },
+  { id: 'stc-pay', company: 'stc pay', city: 'Riyadh', country: 'Saudi Arabia', lat: 24.7001, lon: 46.6753, type: 'unicorn', marketCap: '$1.3B' },
+  { id: 'jahez', company: 'Jahez', city: 'Riyadh', country: 'Saudi Arabia', lat: 24.7070, lon: 46.6890, type: 'public' },
+  { id: 'leejam', company: 'Leejam Sports', city: 'Riyadh', country: 'Saudi Arabia', lat: 24.7003, lon: 46.6859, type: 'public' },
+
+  // MENA - Egypt
+  { id: 'halan', company: 'MNT-Halan', city: 'Cairo', country: 'Egypt', lat: 30.0444, lon: 31.2357, type: 'unicorn', marketCap: '$1B' },
+  { id: 'fawry', company: 'Fawry', city: 'Cairo', country: 'Egypt', lat: 30.0500, lon: 31.2333, type: 'public' },
+
+  // MENA - Other
+  { id: 'zain', company: 'Zain', city: 'Kuwait City', country: 'Kuwait', lat: 29.3759, lon: 47.9774, type: 'public' },
+
+  // ============ CHINA ============
+  { id: 'tencent', company: 'Tencent', city: 'Shenzhen', country: 'China', lat: 22.5333, lon: 114.1333, type: 'public', marketCap: '$400B' },
+  { id: 'alibaba', company: 'Alibaba', city: 'Hangzhou', country: 'China', lat: 30.2741, lon: 120.1551, type: 'public', marketCap: '$200B' },
+  { id: 'bytedance', company: 'ByteDance', city: 'Beijing', country: 'China', lat: 39.9876, lon: 116.4841, type: 'unicorn' },
+  { id: 'baidu', company: 'Baidu', city: 'Beijing', country: 'China', lat: 40.0564, lon: 116.3053, type: 'public' },
+  { id: 'jd', company: 'JD.com', city: 'Beijing', country: 'China', lat: 39.9792, lon: 116.4929, type: 'public' },
+  { id: 'xiaomi', company: 'Xiaomi', city: 'Beijing', country: 'China', lat: 40.0010, lon: 116.3062, type: 'public' },
+  { id: 'huawei', company: 'Huawei', city: 'Shenzhen', country: 'China', lat: 22.7240, lon: 114.1181, type: 'public' },
+  { id: 'dji', company: 'DJI', city: 'Shenzhen', country: 'China', lat: 22.5388, lon: 113.9461, type: 'unicorn' },
+  { id: 'meituan', company: 'Meituan', city: 'Beijing', country: 'China', lat: 39.9564, lon: 116.4274, type: 'public' },
+  { id: 'pinduoduo', company: 'PDD Holdings', city: 'Shanghai', country: 'China', lat: 31.2304, lon: 121.4737, type: 'public', marketCap: '$180B' },
+  { id: 'netease', company: 'NetEase', city: 'Hangzhou', country: 'China', lat: 30.2900, lon: 120.1616, type: 'public' },
+  { id: 'bilibili', company: 'Bilibili', city: 'Shanghai', country: 'China', lat: 31.2400, lon: 121.4850, type: 'public' },
+  { id: 'nio', company: 'NIO', city: 'Shanghai', country: 'China', lat: 31.2231, lon: 121.4697, type: 'public' },
+  { id: 'xpeng', company: 'XPeng', city: 'Guangzhou', country: 'China', lat: 23.1291, lon: 113.2644, type: 'public' },
+  { id: 'byd', company: 'BYD', city: 'Shenzhen', country: 'China', lat: 22.6506, lon: 114.0572, type: 'public' },
+  { id: 'didi', company: 'DiDi', city: 'Beijing', country: 'China', lat: 39.9847, lon: 116.3074, type: 'public' },
+  { id: 'sensetime', company: 'SenseTime', city: 'Hong Kong', country: 'China', lat: 22.3193, lon: 114.1694, type: 'public' },
+  { id: 'kuaishou', company: 'Kuaishou', city: 'Beijing', country: 'China', lat: 40.0000, lon: 116.4167, type: 'public' },
+  { id: 'ant-group', company: 'Ant Group', city: 'Hangzhou', country: 'China', lat: 30.2593, lon: 120.2193, type: 'unicorn' },
+  { id: 'midea', company: 'Midea', city: 'Foshan', country: 'China', lat: 23.0218, lon: 113.1214, type: 'public' },
+
+  // ============ INDIA ============
+  // Bangalore Unicorns
+  { id: 'flipkart', company: 'Flipkart', city: 'Bangalore', country: 'India', lat: 12.9716, lon: 77.5946, type: 'public', marketCap: '$37B' },
+  { id: 'swiggy', company: 'Swiggy', city: 'Bangalore', country: 'India', lat: 12.9279, lon: 77.6271, type: 'public' },
+  { id: 'byju', company: "BYJU'S", city: 'Bangalore', country: 'India', lat: 12.9352, lon: 77.6245, type: 'unicorn' },
+  { id: 'razorpay', company: 'Razorpay', city: 'Bangalore', country: 'India', lat: 12.9716, lon: 77.5946, type: 'unicorn', marketCap: '$7.5B' },
+  { id: 'phonepe', company: 'PhonePe', city: 'Bangalore', country: 'India', lat: 12.9641, lon: 77.5967, type: 'unicorn', marketCap: '$12B' },
+  { id: 'meesho', company: 'Meesho', city: 'Bangalore', country: 'India', lat: 12.9616, lon: 77.6387, type: 'unicorn' },
+  { id: 'cred', company: 'CRED', city: 'Bangalore', country: 'India', lat: 12.9716, lon: 77.6412, type: 'unicorn' },
+  { id: 'ather', company: 'Ather Energy', city: 'Bangalore', country: 'India', lat: 12.9352, lon: 77.6100, type: 'unicorn' },
+  { id: 'zerodha', company: 'Zerodha', city: 'Bangalore', country: 'India', lat: 12.9784, lon: 77.6408, type: 'unicorn', marketCap: '$2B' },
+  { id: 'infosys', company: 'Infosys', city: 'Bangalore', country: 'India', lat: 12.8399, lon: 77.6770, type: 'public' },
+  { id: 'wipro', company: 'Wipro', city: 'Bangalore', country: 'India', lat: 12.9259, lon: 77.6229, type: 'public' },
+  { id: 'urban-company', company: 'Urban Company', city: 'Gurgaon', country: 'India', lat: 28.4595, lon: 77.0266, type: 'unicorn' },
+  { id: 'quikr', company: 'Quikr', city: 'Bangalore', country: 'India', lat: 12.9716, lon: 77.5946, type: 'unicorn' },
+  { id: 'netradyne', company: 'Netradyne', city: 'Bangalore', country: 'India', lat: 12.9783, lon: 77.6408, type: 'unicorn' },
+  { id: 'porter-in', company: 'Porter', city: 'Bangalore', country: 'India', lat: 12.9547, lon: 77.6205, type: 'unicorn' },
+  { id: 'perfios', company: 'Perfios', city: 'Bangalore', country: 'India', lat: 12.9294, lon: 77.6869, type: 'unicorn', marketCap: '$2.57B' },
+  { id: 'juspay', company: 'Juspay', city: 'Bangalore', country: 'India', lat: 12.9778, lon: 77.5908, type: 'unicorn' },
+  { id: 'krutrim', company: 'Krutrim', city: 'Bangalore', country: 'India', lat: 12.9698, lon: 77.7500, type: 'unicorn' },
+
+  // Mumbai & Gurgaon Unicorns
+  { id: 'zomato', company: 'Zomato', city: 'Gurgaon', country: 'India', lat: 28.4595, lon: 77.0266, type: 'public' },
+  { id: 'ola', company: 'Ola', city: 'Bangalore', country: 'India', lat: 12.9352, lon: 77.6245, type: 'unicorn' },
+  { id: 'paytm', company: 'Paytm', city: 'Noida', country: 'India', lat: 28.5355, lon: 77.3910, type: 'public' },
+  { id: 'policybazaar', company: 'PolicyBazaar', city: 'Gurgaon', country: 'India', lat: 28.4231, lon: 77.0453, type: 'public' },
+  { id: 'nykaa', company: 'Nykaa', city: 'Mumbai', country: 'India', lat: 19.0760, lon: 72.8777, type: 'public' },
+  { id: 'coindcx', company: 'CoinDCX', city: 'Mumbai', country: 'India', lat: 19.0748, lon: 72.8856, type: 'unicorn' },
+  { id: 'lenskart', company: 'Lenskart', city: 'Gurgaon', country: 'India', lat: 28.4595, lon: 77.0266, type: 'unicorn' },
+  { id: 'dream11', company: 'Dream11', city: 'Mumbai', country: 'India', lat: 19.0760, lon: 72.8777, type: 'unicorn' },
+  { id: 'oyo', company: 'OYO', city: 'Gurgaon', country: 'India', lat: 28.4595, lon: 77.0266, type: 'unicorn' },
+  { id: 'freshworks', company: 'Freshworks', city: 'Chennai', country: 'India', lat: 13.0827, lon: 80.2707, type: 'public' },
+  { id: 'moneyview', company: 'Money View', city: 'Bangalore', country: 'India', lat: 12.9716, lon: 77.5946, type: 'unicorn' },
+  { id: 'delhivery', company: 'Delhivery', city: 'Gurgaon', country: 'India', lat: 28.4595, lon: 77.0266, type: 'public' },
+  { id: 'groww', company: 'Groww', city: 'Bangalore', country: 'India', lat: 12.9716, lon: 77.5946, type: 'unicorn' },
+  { id: 'cars24', company: 'Cars24', city: 'Gurgaon', country: 'India', lat: 28.4595, lon: 77.0266, type: 'unicorn' },
+  { id: 'vedantu', company: 'Vedantu', city: 'Bangalore', country: 'India', lat: 12.9716, lon: 77.5946, type: 'unicorn' },
+  { id: 'unacademy', company: 'Unacademy', city: 'Bangalore', country: 'India', lat: 12.9716, lon: 77.5946, type: 'unicorn' },
+  { id: 'slice', company: 'Slice', city: 'Bangalore', country: 'India', lat: 12.9352, lon: 77.6245, type: 'unicorn' },
+  { id: 'sharechat', company: 'ShareChat', city: 'Bangalore', country: 'India', lat: 12.9716, lon: 77.5946, type: 'unicorn' },
+  { id: 'drools', company: 'Drools', city: 'Bangalore', country: 'India', lat: 12.9553, lon: 77.6344, type: 'unicorn' },
+
+  // ============ SOUTH EAST ASIA - Singapore ============
+  { id: 'grab', company: 'Grab', city: 'Singapore', country: 'Singapore', lat: 1.3080, lon: 103.8545, type: 'public' },
+  { id: 'sea', company: 'Sea Limited', city: 'Singapore', country: 'Singapore', lat: 1.2966, lon: 103.8560, type: 'public' },
+  { id: 'lazada', company: 'Lazada', city: 'Singapore', country: 'Singapore', lat: 1.2789, lon: 103.8536, type: 'unicorn' },
+  { id: 'razer', company: 'Razer', city: 'Singapore', country: 'Singapore', lat: 1.2936, lon: 103.8547, type: 'public' },
+  { id: 'propertyguru', company: 'PropertyGuru', city: 'Singapore', country: 'Singapore', lat: 1.2823, lon: 103.8500, type: 'public' },
+  { id: 'ninja-van', company: 'Ninja Van', city: 'Singapore', country: 'Singapore', lat: 1.2870, lon: 103.8490, type: 'unicorn', marketCap: '$2B' },
+  { id: 'silicon-box', company: 'Silicon Box', city: 'Singapore', country: 'Singapore', lat: 1.2973, lon: 103.8515, type: 'unicorn' },
+  { id: 'xendit', company: 'Xendit', city: 'Singapore', country: 'Singapore', lat: 1.2966, lon: 103.8560, type: 'unicorn', marketCap: '$1.5B' },
+  { id: 'moglix', company: 'Moglix', city: 'Singapore', country: 'Singapore', lat: 1.3080, lon: 103.8545, type: 'unicorn', marketCap: '$3B' },
+  { id: 'trax', company: 'Trax', city: 'Singapore', country: 'Singapore', lat: 1.2789, lon: 103.8536, type: 'unicorn' },
+  { id: 'patsnap', company: 'PatSnap', city: 'Singapore', country: 'Singapore', lat: 1.2936, lon: 103.8547, type: 'unicorn' },
+  { id: 'carro', company: 'Carro', city: 'Singapore', country: 'Singapore', lat: 1.2823, lon: 103.8500, type: 'unicorn' },
+
+  // South East Asia - Indonesia
+  { id: 'goto', company: 'GoTo', city: 'Jakarta', country: 'Indonesia', lat: -6.2088, lon: 106.8456, type: 'public' },
+  { id: 'bukalapak', company: 'Bukalapak', city: 'Jakarta', country: 'Indonesia', lat: -6.2146, lon: 106.8451, type: 'public' },
+  { id: 'traveloka', company: 'Traveloka', city: 'Jakarta', country: 'Indonesia', lat: -6.2250, lon: 106.8100, type: 'unicorn' },
+  { id: 'jt-express', company: 'J&T Express', city: 'Jakarta', country: 'Indonesia', lat: -6.2297, lon: 106.8295, type: 'unicorn', marketCap: '$20B' },
+  { id: 'kopi-kenangan', company: 'Kopi Kenangan', city: 'Jakarta', country: 'Indonesia', lat: -6.2146, lon: 106.8451, type: 'unicorn' },
+  { id: 'blibli', company: 'Blibli', city: 'Jakarta', country: 'Indonesia', lat: -6.2250, lon: 106.8100, type: 'public' },
+  { id: 'akulaku', company: 'Akulaku', city: 'Jakarta', country: 'Indonesia', lat: -6.1944, lon: 106.8229, type: 'unicorn' },
+  { id: 'kredivo', company: 'Kredivo', city: 'Jakarta', country: 'Indonesia', lat: -6.2088, lon: 106.8456, type: 'unicorn' },
+
+  // South East Asia - Vietnam, Thailand, Philippines
+  { id: 'vng', company: 'VNG Corporation', city: 'Ho Chi Minh City', country: 'Vietnam', lat: 10.7769, lon: 106.7009, type: 'unicorn' },
+  { id: 'momo-vn', company: 'MoMo', city: 'Ho Chi Minh City', country: 'Vietnam', lat: 10.7800, lon: 106.6958, type: 'unicorn' },
+  { id: 'vnpay', company: 'VNPay', city: 'Hanoi', country: 'Vietnam', lat: 21.0285, lon: 105.8542, type: 'unicorn' },
+  { id: 'sky-mavis', company: 'Sky Mavis', city: 'Ho Chi Minh City', country: 'Vietnam', lat: 10.7620, lon: 106.6602, type: 'unicorn' },
+  { id: 'flash-express', company: 'Flash Express', city: 'Bangkok', country: 'Thailand', lat: 13.7563, lon: 100.5018, type: 'unicorn' },
+  { id: 'ascend-money', company: 'Ascend Money', city: 'Bangkok', country: 'Thailand', lat: 13.7563, lon: 100.5018, type: 'unicorn' },
+  { id: 'mynt', company: 'Mynt (GCash)', city: 'Taguig', country: 'Philippines', lat: 14.5176, lon: 121.0509, type: 'unicorn' },
+  { id: 'voyager', company: 'Voyager Innovations', city: 'Taguig', country: 'Philippines', lat: 14.5547, lon: 121.0244, type: 'unicorn' },
+
+  // ============ NORTH ASIA ============
+  // Japan
+  { id: 'sony', company: 'Sony', city: 'Tokyo', country: 'Japan', lat: 35.6192, lon: 139.7500, type: 'public' },
+  { id: 'softbank', company: 'SoftBank', city: 'Tokyo', country: 'Japan', lat: 35.6558, lon: 139.7513, type: 'public' },
+  { id: 'rakuten', company: 'Rakuten', city: 'Tokyo', country: 'Japan', lat: 35.6269, lon: 139.7255, type: 'public' },
+  { id: 'nintendo', company: 'Nintendo', city: 'Kyoto', country: 'Japan', lat: 34.9696, lon: 135.7557, type: 'public' },
+  { id: 'mercari', company: 'Mercari', city: 'Tokyo', country: 'Japan', lat: 35.6591, lon: 139.7007, type: 'public' },
+
+  // South Korea
+  { id: 'samsung', company: 'Samsung', city: 'Seoul', country: 'South Korea', lat: 37.5284, lon: 127.0366, type: 'public', marketCap: '$350B' },
+  { id: 'sk-hynix', company: 'SK Hynix', city: 'Icheon', country: 'South Korea', lat: 37.2792, lon: 127.4349, type: 'public' },
+  { id: 'lg-electronics', company: 'LG Electronics', city: 'Seoul', country: 'South Korea', lat: 37.5014, lon: 126.9392, type: 'public' },
+  { id: 'naver', company: 'Naver', city: 'Seongnam', country: 'South Korea', lat: 37.3595, lon: 127.1054, type: 'public' },
+  { id: 'kakao', company: 'Kakao', city: 'Jeju', country: 'South Korea', lat: 33.4507, lon: 126.5703, type: 'public' },
+  { id: 'coupang', company: 'Coupang', city: 'Seoul', country: 'South Korea', lat: 37.5015, lon: 127.0413, type: 'public' },
+
+  // Taiwan
+  { id: 'tsmc', company: 'TSMC', city: 'Hsinchu', country: 'Taiwan', lat: 24.7736, lon: 120.9974, type: 'public', marketCap: '$600B' },
+  { id: 'foxconn', company: 'Foxconn', city: 'New Taipei', country: 'Taiwan', lat: 25.0459, lon: 121.4652, type: 'public' },
+  { id: 'mediatek', company: 'MediaTek', city: 'Hsinchu', country: 'Taiwan', lat: 24.7831, lon: 120.9897, type: 'public' },
+
+  // ============ AUSTRALIA ============
+  { id: 'atlassian', company: 'Atlassian', city: 'Sydney', country: 'Australia', lat: -33.8688, lon: 151.2093, type: 'public' },
+  { id: 'canva', company: 'Canva', city: 'Sydney', country: 'Australia', lat: -33.8651, lon: 151.2099, type: 'unicorn' },
+  { id: 'afterpay', company: 'Afterpay', city: 'Melbourne', country: 'Australia', lat: -37.8136, lon: 144.9631, type: 'public' },
+  { id: 'safetyculture', company: 'SafetyCulture', city: 'Sydney', country: 'Australia', lat: -33.8523, lon: 151.2108, type: 'unicorn' },
+  { id: 'culture-amp', company: 'Culture Amp', city: 'Melbourne', country: 'Australia', lat: -37.8166, lon: 144.9640, type: 'unicorn' },
+  { id: 'airwallex', company: 'Airwallex', city: 'Melbourne', country: 'Australia', lat: -37.8175, lon: 144.9679, type: 'unicorn' },
+
+  // ============ CANADA ============
+  { id: 'shopify', company: 'Shopify', city: 'Ottawa', country: 'Canada', lat: 45.4215, lon: -75.6972, type: 'public' },
+  { id: 'opentext', company: 'OpenText', city: 'Waterloo', country: 'Canada', lat: 43.4643, lon: -80.5204, type: 'public' },
+  { id: 'lightspeed', company: 'Lightspeed', city: 'Montreal', country: 'Canada', lat: 45.5017, lon: -73.5673, type: 'public' },
+  { id: 'clio', company: 'Clio', city: 'Burnaby', country: 'Canada', lat: 49.2488, lon: -122.9805, type: 'unicorn' },
+  { id: 'hootsuite', company: 'Hootsuite', city: 'Vancouver', country: 'Canada', lat: 49.2827, lon: -123.1207, type: 'unicorn' },
+
+  // ============ LATIN AMERICA - Brazil ============
+  { id: 'nubank', company: 'Nubank', city: 'São Paulo', country: 'Brazil', lat: -23.5629, lon: -46.6544, type: 'public', marketCap: '$45B' },
+  { id: 'ifood', company: 'iFood', city: 'São Paulo', country: 'Brazil', lat: -23.5505, lon: -46.6333, type: 'unicorn', marketCap: '$5.4B' },
+  { id: 'quintoandar', company: 'QuintoAndar', city: 'São Paulo', country: 'Brazil', lat: -23.5505, lon: -46.6333, type: 'unicorn', marketCap: '$5.1B' },
+  { id: 'creditas', company: 'Creditas', city: 'São Paulo', country: 'Brazil', lat: -23.5629, lon: -46.6544, type: 'unicorn', marketCap: '$4.8B' },
+  { id: 'c6bank', company: 'C6 Bank', city: 'São Paulo', country: 'Brazil', lat: -23.5629, lon: -46.6544, type: 'unicorn' },
+  { id: 'pagseguro', company: 'PagSeguro', city: 'São Paulo', country: 'Brazil', lat: -23.5505, lon: -46.6333, type: 'public' },
+  { id: 'stone', company: 'Stone', city: 'São Paulo', country: 'Brazil', lat: -23.5629, lon: -46.6544, type: 'public' },
+  { id: 'ebanx', company: 'EBANX', city: 'Curitiba', country: 'Brazil', lat: -25.4284, lon: -49.2733, type: 'unicorn' },
+  { id: 'vtex', company: 'VTEX', city: 'São Paulo', country: 'Brazil', lat: -23.5505, lon: -46.6333, type: 'public' },
+  { id: 'loft', company: 'Loft', city: 'São Paulo', country: 'Brazil', lat: -23.5629, lon: -46.6544, type: 'unicorn' },
+  { id: 'gympass', company: 'Gympass', city: 'São Paulo', country: 'Brazil', lat: -23.5505, lon: -46.6333, type: 'unicorn' },
+  { id: 'loggi', company: 'Loggi', city: 'São Paulo', country: 'Brazil', lat: -23.5629, lon: -46.6544, type: 'unicorn' },
+  { id: 'neon', company: 'Neon', city: 'São Paulo', country: 'Brazil', lat: -23.5505, lon: -46.6333, type: 'unicorn' },
+  { id: 'hotmart', company: 'Hotmart', city: 'Belo Horizonte', country: 'Brazil', lat: -19.9167, lon: -43.9345, type: 'unicorn' },
+  { id: 'madeiramadeira', company: 'MadeiraMadeira', city: 'Curitiba', country: 'Brazil', lat: -25.4284, lon: -49.2733, type: 'unicorn' },
+  { id: 'cloudwalk', company: 'CloudWalk', city: 'São Paulo', country: 'Brazil', lat: -23.5629, lon: -46.6544, type: 'unicorn' },
+  { id: 'qitech', company: 'QI Tech', city: 'São Paulo', country: 'Brazil', lat: -23.5505, lon: -46.6333, type: 'unicorn' },
+  { id: 'tractian', company: 'Tractian', city: 'São Paulo', country: 'Brazil', lat: -23.5629, lon: -46.6544, type: 'unicorn' },
+  { id: 'mottu', company: 'Mottu', city: 'São Paulo', country: 'Brazil', lat: -23.5505, lon: -46.6333, type: 'unicorn' },
+  { id: 'starkbank', company: 'Stark Bank', city: 'São Paulo', country: 'Brazil', lat: -23.5629, lon: -46.6544, type: 'unicorn' },
+
+  // Latin America - Mexico
+  { id: 'kavak', company: 'Kavak', city: 'Mexico City', country: 'Mexico', lat: 19.4326, lon: -99.1332, type: 'unicorn' },
+  { id: 'clip', company: 'Clip', city: 'Mexico City', country: 'Mexico', lat: 19.4285, lon: -99.1277, type: 'unicorn', marketCap: '$2B' },
+  { id: 'bitso', company: 'Bitso', city: 'Mexico City', country: 'Mexico', lat: 19.4326, lon: -99.1332, type: 'unicorn', marketCap: '$2.2B' },
+  { id: 'konfio', company: 'Konfío', city: 'Mexico City', country: 'Mexico', lat: 19.4326, lon: -99.1332, type: 'unicorn' },
+  { id: 'kueski', company: 'Kueski', city: 'Guadalajara', country: 'Mexico', lat: 20.6597, lon: -103.3496, type: 'unicorn' },
+  { id: 'clara', company: 'Clara', city: 'Mexico City', country: 'Mexico', lat: 19.4326, lon: -99.1332, type: 'unicorn' },
+  { id: 'stori', company: 'Stori', city: 'Mexico City', country: 'Mexico', lat: 19.4285, lon: -99.1277, type: 'unicorn' },
+  { id: 'incode', company: 'Incode', city: 'Mexico City', country: 'Mexico', lat: 19.4326, lon: -99.1332, type: 'unicorn' },
+
+  // Latin America - Argentina & Colombia
+  { id: 'mercadolibre', company: 'MercadoLibre', city: 'Buenos Aires', country: 'Argentina', lat: -34.6037, lon: -58.3816, type: 'public', marketCap: '$80B' },
+  { id: 'uala', company: 'Ualá', city: 'Buenos Aires', country: 'Argentina', lat: -34.6037, lon: -58.3816, type: 'unicorn', marketCap: '$2.8B' },
+  { id: 'pomelo', company: 'Pomelo', city: 'Buenos Aires', country: 'Argentina', lat: -34.6037, lon: -58.3816, type: 'unicorn' },
+  { id: 'auth0-ar', company: 'Auth0', city: 'Buenos Aires', country: 'Argentina', lat: -34.6037, lon: -58.3816, type: 'unicorn' },
+  { id: 'tiendanube', company: 'Tiendanube', city: 'Buenos Aires', country: 'Argentina', lat: -34.5867, lon: -58.4264, type: 'unicorn' },
+  { id: 'rappi', company: 'Rappi', city: 'Bogotá', country: 'Colombia', lat: 4.6097, lon: -74.0817, type: 'unicorn' },
+  { id: 'addi', company: 'Addi', city: 'Bogotá', country: 'Colombia', lat: 4.6097, lon: -74.0817, type: 'unicorn' },
+  { id: 'frubana', company: 'Frubana', city: 'Bogotá', country: 'Colombia', lat: 4.6097, lon: -74.0817, type: 'unicorn' },
+
+  // ============ AFRICA ============
+  { id: 'flutterwave', company: 'Flutterwave', city: 'Lagos', country: 'Nigeria', lat: 6.4541, lon: 3.3947, type: 'unicorn' },
+  { id: 'paystack', company: 'Paystack', city: 'Lagos', country: 'Nigeria', lat: 6.4500, lon: 3.3900, type: 'unicorn' },
+  { id: 'jumia', company: 'Jumia', city: 'Lagos', country: 'Nigeria', lat: 6.4698, lon: 3.5852, type: 'public' },
+  { id: 'mtn', company: 'MTN', city: 'Johannesburg', country: 'South Africa', lat: -26.1076, lon: 28.0567, type: 'public' },
+  { id: 'safaricom', company: 'Safaricom', city: 'Nairobi', country: 'Kenya', lat: -1.2864, lon: 36.8172, type: 'public' },
+];
+
+export const CLOUD_REGIONS: CloudRegion[] = [
+  // AWS Major Regions
+  { id: 'aws-us-east-1', provider: 'aws', name: 'US East (N. Virginia)', city: 'Ashburn', country: 'USA', lat: 39.0438, lon: -77.4874, zones: 6 },
+  { id: 'aws-us-west-2', provider: 'aws', name: 'US West (Oregon)', city: 'Boardman', country: 'USA', lat: 45.8399, lon: -119.7006, zones: 4 },
+  { id: 'aws-eu-west-1', provider: 'aws', name: 'EU (Ireland)', city: 'Dublin', country: 'Ireland', lat: 53.3498, lon: -6.2603, zones: 3 },
+  { id: 'aws-eu-central-1', provider: 'aws', name: 'EU (Frankfurt)', city: 'Frankfurt', country: 'Germany', lat: 50.1109, lon: 8.6821, zones: 3 },
+  { id: 'aws-ap-northeast-1', provider: 'aws', name: 'Asia Pacific (Tokyo)', city: 'Tokyo', country: 'Japan', lat: 35.6762, lon: 139.6503, zones: 4 },
+  { id: 'aws-ap-southeast-1', provider: 'aws', name: 'Asia Pacific (Singapore)', city: 'Singapore', country: 'Singapore', lat: 1.3521, lon: 103.8198, zones: 3 },
+  { id: 'aws-ap-south-1', provider: 'aws', name: 'Asia Pacific (Mumbai)', city: 'Mumbai', country: 'India', lat: 19.0760, lon: 72.8777, zones: 3 },
+  { id: 'aws-sa-east-1', provider: 'aws', name: 'South America (São Paulo)', city: 'São Paulo', country: 'Brazil', lat: -23.5505, lon: -46.6333, zones: 3 },
+
+  // GCP Major Regions
+  { id: 'gcp-us-central1', provider: 'gcp', name: 'Iowa', city: 'Council Bluffs', country: 'USA', lat: 41.2619, lon: -95.8608, zones: 4 },
+  { id: 'gcp-us-east1', provider: 'gcp', name: 'South Carolina', city: 'Moncks Corner', country: 'USA', lat: 33.1960, lon: -80.0131, zones: 3 },
+  { id: 'gcp-europe-west1', provider: 'gcp', name: 'Belgium', city: 'St. Ghislain', country: 'Belgium', lat: 50.4489, lon: 3.8187, zones: 3 },
+  { id: 'gcp-asia-east1', provider: 'gcp', name: 'Taiwan', city: 'Changhua', country: 'Taiwan', lat: 24.0518, lon: 120.5161, zones: 3 },
+  { id: 'gcp-asia-northeast1', provider: 'gcp', name: 'Tokyo', city: 'Tokyo', country: 'Japan', lat: 35.6895, lon: 139.6917, zones: 3 },
+
+  // Azure Major Regions
+  { id: 'azure-eastus', provider: 'azure', name: 'East US', city: 'Virginia', country: 'USA', lat: 37.3719, lon: -79.8164, zones: 3 },
+  { id: 'azure-westeurope', provider: 'azure', name: 'West Europe', city: 'Amsterdam', country: 'Netherlands', lat: 52.3676, lon: 4.9041, zones: 3 },
+  { id: 'azure-northeurope', provider: 'azure', name: 'North Europe', city: 'Dublin', country: 'Ireland', lat: 53.3331, lon: -6.2489, zones: 3 },
+  { id: 'azure-southeastasia', provider: 'azure', name: 'Southeast Asia', city: 'Singapore', country: 'Singapore', lat: 1.2833, lon: 103.8333, zones: 3 },
+
+  // Cloudflare Edge
+  { id: 'cf-sfo', provider: 'cloudflare', name: 'San Francisco', city: 'San Francisco', country: 'USA', lat: 37.6213, lon: -122.3790 },
+  { id: 'cf-lhr', provider: 'cloudflare', name: 'London', city: 'London', country: 'UK', lat: 51.4700, lon: -0.4543 },
+  { id: 'cf-nrt', provider: 'cloudflare', name: 'Tokyo', city: 'Tokyo', country: 'Japan', lat: 35.7653, lon: 140.3864 },
+
+  // MENA Cloud Regions
+  { id: 'aws-me-south-1', provider: 'aws', name: 'Middle East (Bahrain)', city: 'Manama', country: 'Bahrain', lat: 26.2285, lon: 50.5860, zones: 3 },
+  { id: 'aws-me-central-1', provider: 'aws', name: 'Middle East (UAE)', city: 'Dubai', country: 'UAE', lat: 25.2048, lon: 55.2708, zones: 3 },
+  { id: 'azure-uaenorth', provider: 'azure', name: 'UAE North', city: 'Dubai', country: 'UAE', lat: 25.2669, lon: 55.3172, zones: 3 },
+  { id: 'azure-uaecentral', provider: 'azure', name: 'UAE Central', city: 'Abu Dhabi', country: 'UAE', lat: 24.4539, lon: 54.3773 },
+  { id: 'gcp-me-central1', provider: 'gcp', name: 'Doha', city: 'Doha', country: 'Qatar', lat: 25.2854, lon: 51.5310, zones: 3 },
+  { id: 'gcp-me-west1', provider: 'gcp', name: 'Tel Aviv', city: 'Tel Aviv', country: 'Israel', lat: 32.0853, lon: 34.7818, zones: 3 },
+];
diff --git a/src/config/variant.ts b/src/config/variant.ts
new file mode 100644
index 000000000..734a8eee5
--- /dev/null
+++ b/src/config/variant.ts
@@ -0,0 +1,7 @@
+export const SITE_VARIANT: string = (() => {
+  if (typeof window !== 'undefined') {
+    const stored = localStorage.getItem('worldmonitor-variant');
+    if (stored === 'tech' || stored === 'full') return stored;
+  }
+  return import.meta.env.VITE_VARIANT || 'full';
+})();
diff --git a/src/config/variants/base.ts b/src/config/variants/base.ts
new file mode 100644
index 000000000..c64881f70
--- /dev/null
+++ b/src/config/variants/base.ts
@@ -0,0 +1,69 @@
+// Base configuration shared across all variants
+import type { PanelConfig, MapLayers } from '@/types';
+
+// Shared exports (re-exported by all variants)
+export { SECTORS, COMMODITIES, MARKET_SYMBOLS } from '../markets';
+export { UNDERSEA_CABLES } from '../geo';
+export { AI_DATA_CENTERS } from '../ai-datacenters';
+
+// API URLs - shared across all variants
+export const API_URLS = {
+  finnhub: (symbols: string[]) =>
+    `/api/finnhub?symbols=${symbols.map(s => encodeURIComponent(s)).join(',')}`,
+  yahooFinance: (symbol: string) =>
+    `/api/yahoo-finance?symbol=${encodeURIComponent(symbol)}`,
+  coingecko:
+    '/api/coingecko?ids=bitcoin,ethereum,solana&vs_currencies=usd&include_24hr_change=true',
+  polymarket: '/api/polymarket?closed=false&order=volume&ascending=false&limit=100',
+  earthquakes: '/api/earthquakes',
+  // Tech variant APIs
+  arxiv: (category: string = 'cs.AI', maxResults: number = 50) =>
+    `/api/arxiv?category=${encodeURIComponent(category)}&max_results=${maxResults}`,
+  githubTrending: (language: string = 'python', since: string = 'daily') =>
+    `/api/github-trending?language=${encodeURIComponent(language)}&since=${since}`,
+  hackernews: (type: string = 'top', limit: number = 30) =>
+    `/api/hackernews?type=${type}&limit=${limit}`,
+};
+
+// Refresh intervals - shared across all variants
+export const REFRESH_INTERVALS = {
+  feeds: 5 * 60 * 1000,
+  markets: 2 * 60 * 1000,
+  crypto: 2 * 60 * 1000,
+  predictions: 5 * 60 * 1000,
+  ais: 10 * 60 * 1000,
+  arxiv: 60 * 60 * 1000,
+  githubTrending: 30 * 60 * 1000,
+  hackernews: 5 * 60 * 1000,
+};
+
+// Monitor colors - shared
+export const MONITOR_COLORS = [
+  '#44ff88',
+  '#ff8844',
+  '#4488ff',
+  '#ff44ff',
+  '#ffff44',
+  '#ff4444',
+  '#44ffff',
+  '#88ff44',
+  '#ff88ff',
+  '#88ffff',
+];
+
+// Storage keys - shared
+export const STORAGE_KEYS = {
+  panels: 'worldmonitor-panels',
+  monitors: 'worldmonitor-monitors',
+  mapLayers: 'worldmonitor-layers',
+  disabledFeeds: 'worldmonitor-disabled-feeds',
+} as const;
+
+// Type definitions for variant configs
+export interface VariantConfig {
+  name: string;
+  description: string;
+  panels: Record<string, PanelConfig>;
+  mapLayers: MapLayers;
+  mobileMapLayers: MapLayers;
+}
diff --git a/src/config/variants/full.ts b/src/config/variants/full.ts
new file mode 100644
index 000000000..9a256509b
--- /dev/null
+++ b/src/config/variants/full.ts
@@ -0,0 +1,127 @@
+// Full geopolitical variant - worldmonitor.app
+import type { PanelConfig, MapLayers } from '@/types';
+import type { VariantConfig } from './base';
+
+// Re-export base config
+export * from './base';
+
+// Geopolitical-specific exports
+export * from '../feeds';
+export * from '../geo';
+export * from '../irradiators';
+export * from '../pipelines';
+export * from '../ports';
+export * from '../military';
+export * from '../airports';
+export * from '../entities';
+
+// Panel configuration for geopolitical analysis
+export const DEFAULT_PANELS: Record<string, PanelConfig> = {
+  map: { name: 'Global Map', enabled: true, priority: 1 },
+  'live-news': { name: 'Live News', enabled: true, priority: 1 },
+  intel: { name: 'Intel Feed', enabled: true, priority: 1 },
+  'gdelt-intel': { name: 'Live Intelligence', enabled: true, priority: 1 },
+  cii: { name: 'Country Instability', enabled: true, priority: 1 },
+  cascade: { name: 'Infrastructure Cascade', enabled: true, priority: 1 },
+  'strategic-risk': { name: 'Strategic Risk Overview', enabled: true, priority: 1 },
+  politics: { name: 'World News', enabled: true, priority: 1 },
+  middleeast: { name: 'Middle East', enabled: true, priority: 1 },
+  africa: { name: 'Africa', enabled: true, priority: 1 },
+  latam: { name: 'Latin America', enabled: true, priority: 1 },
+  asia: { name: 'Asia-Pacific', enabled: true, priority: 1 },
+  energy: { name: 'Energy & Resources', enabled: true, priority: 1 },
+  gov: { name: 'Government', enabled: true, priority: 1 },
+  thinktanks: { name: 'Think Tanks', enabled: true, priority: 1 },
+  polymarket: { name: 'Predictions', enabled: true, priority: 1 },
+  commodities: { name: 'Commodities', enabled: true, priority: 1 },
+  markets: { name: 'Markets', enabled: true, priority: 1 },
+  economic: { name: 'Economic Indicators', enabled: true, priority: 1 },
+  finance: { name: 'Financial', enabled: true, priority: 1 },
+  tech: { name: 'Technology', enabled: true, priority: 2 },
+  crypto: { name: 'Crypto', enabled: true, priority: 2 },
+  heatmap: { name: 'Sector Heatmap', enabled: true, priority: 2 },
+  ai: { name: 'AI/ML', enabled: true, priority: 2 },
+  layoffs: { name: 'Layoffs Tracker', enabled: false, priority: 2 },
+  'macro-signals': { name: 'Market Radar', enabled: true, priority: 2 },
+  'etf-flows': { name: 'BTC ETF Tracker', enabled: true, priority: 2 },
+  stablecoins: { name: 'Stablecoins', enabled: true, priority: 2 },
+  monitors: { name: 'My Monitors', enabled: true, priority: 2 },
+};
+
+// Map layers for geopolitical view
+export const DEFAULT_MAP_LAYERS: MapLayers = {
+  conflicts: true,
+  bases: true,
+  cables: false,
+  pipelines: false,
+  hotspots: true,
+  ais: false,
+  nuclear: true,
+  irradiators: false,
+  sanctions: true,
+  weather: true,
+  economic: true,
+  waterways: true,
+  outages: true,
+  cyberThreats: false,
+  datacenters: false,
+  protests: false,
+  flights: false,
+  military: false,
+  natural: true,
+  spaceports: false,
+  minerals: false,
+  fires: false,
+  ucdpEvents: false,
+  displacement: false,
+  climate: false,
+  // Tech layers (disabled in full variant)
+  startupHubs: false,
+  cloudRegions: false,
+  accelerators: false,
+  techHQs: false,
+  techEvents: false,
+};
+
+// Mobile-specific defaults for geopolitical
+export const MOBILE_DEFAULT_MAP_LAYERS: MapLayers = {
+  conflicts: true,
+  bases: false,
+  cables: false,
+  pipelines: false,
+  hotspots: true,
+  ais: false,
+  nuclear: false,
+  irradiators: false,
+  sanctions: true,
+  weather: true,
+  economic: false,
+  waterways: false,
+  outages: true,
+  cyberThreats: false,
+  datacenters: false,
+  protests: false,
+  flights: false,
+  military: false,
+  natural: true,
+  spaceports: false,
+  minerals: false,
+  fires: false,
+  ucdpEvents: false,
+  displacement: false,
+  climate: false,
+  // Tech layers (disabled in full variant)
+  startupHubs: false,
+  cloudRegions: false,
+  accelerators: false,
+  techHQs: false,
+  techEvents: false,
+};
+
+export const VARIANT_CONFIG: VariantConfig = {
+  name: 'full',
+  description: 'Full geopolitical intelligence dashboard',
+  panels: DEFAULT_PANELS,
+  mapLayers: DEFAULT_MAP_LAYERS,
+  mobileMapLayers: MOBILE_DEFAULT_MAP_LAYERS,
+};
diff --git a/src/config/variants/tech.ts b/src/config/variants/tech.ts
new file mode 100644
index 000000000..2c83cd320
--- /dev/null
+++ b/src/config/variants/tech.ts
@@ -0,0 +1,278 @@
+// Tech/AI variant - tech.worldmonitor.app
+import type { PanelConfig, MapLayers } from '@/types';
+import type { VariantConfig } from './base';
+
+// Re-export base config
+export * from './base';
+
+// Tech-specific exports
+export * from '../tech-companies';
+export * from '../ai-research-labs';
+export * from '../startup-ecosystems';
+export * from '../ai-regulations';
+
+// Tech-focused feeds (subset of full feeds config)
+export {
+  SOURCE_TIERS,
+  getSourceTier,
+  SOURCE_TYPES,
+  getSourceType,
+  getSourcePropagandaRisk,
+  type SourceRiskProfile,
+  type SourceType,
+} from '../feeds';
+
+// Tech-specific FEEDS configuration
+import type { Feed } from '@/types';
+
+const rss = (url: string) => `/api/rss-proxy?url=${encodeURIComponent(url)}`;
+
+export const FEEDS: Record<string, Feed[]> = {
+  // Core Tech News
+  tech: [
+    { name: 'TechCrunch', url: rss('https://techcrunch.com/feed/') },
+    { name: 'The Verge', url: rss('https://www.theverge.com/rss/index.xml') },
+    { name: 'Ars Technica', url: rss('https://feeds.arstechnica.com/arstechnica/technology-lab') },
+    { name: 'Hacker News', url: rss('https://hnrss.org/frontpage') },
+    { name: 'MIT Tech Review', url: rss('https://www.technologyreview.com/feed/') },
+    { name: 'ZDNet', url: rss('https://www.zdnet.com/news/rss.xml') },
+    { name: 'TechMeme', url: rss('https://www.techmeme.com/feed.xml') },
+    { name: 'Engadget', url: rss('https://www.engadget.com/rss.xml') },
+    { name: 'Fast Company', url: rss('https://feeds.feedburner.com/fastcompany/headlines') },
+  ],
+
+  // AI & Machine Learning
+  ai: [
+    { name: 'AI News', url: rss('https://news.google.com/rss/search?q=(OpenAI+OR+Anthropic+OR+Google+AI+OR+"large+language+model"+OR+ChatGPT+OR+Claude+OR+"AI+model")+when:2d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'VentureBeat AI', url: rss('https://venturebeat.com/category/ai/feed/') },
+    { name: 'The Verge AI', url: rss('https://www.theverge.com/rss/ai-artificial-intelligence/index.xml') },
+    { name: 'MIT Tech Review AI', url: rss('https://www.technologyreview.com/topic/artificial-intelligence/feed') },
+    { name: 'MIT Research', url: rss('https://news.mit.edu/rss/research') },
+    { name: 'ArXiv AI', url: rss('https://export.arxiv.org/rss/cs.AI') },
+    { name: 'ArXiv ML', url: rss('https://export.arxiv.org/rss/cs.LG') },
+    { name: 'AI Weekly', url: rss('https://news.google.com/rss/search?q="artificial+intelligence"+OR+"machine+learning"+when:3d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Anthropic News', url: rss('https://news.google.com/rss/search?q=Anthropic+Claude+AI+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'OpenAI News', url: rss('https://news.google.com/rss/search?q=OpenAI+ChatGPT+GPT-4+when:7d&hl=en-US&gl=US&ceid=US:en') },
+  ],
+
+  // Startups & VC - Comprehensive coverage
+  startups: [
+    { name: 'TechCrunch Startups', url: rss('https://techcrunch.com/category/startups/feed/') },
+    { name: 'VentureBeat', url: rss('https://venturebeat.com/feed/') },
+    { name: 'Crunchbase News', url: rss('https://news.crunchbase.com/feed/') },
+    { name: 'SaaStr', url: rss('https://www.saastr.com/feed/') },
+    { name: 'TechCrunch Venture', url: rss('https://techcrunch.com/category/venture/feed/') },
+    { name: 'The Information', url: rss('https://news.google.com/rss/search?q=site:theinformation.com+startup+OR+funding+when:3d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Fortune Term Sheet', url: rss('https://news.google.com/rss/search?q="Term+Sheet"+venture+capital+OR+startup+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'PitchBook News', url: rss('https://pitchbook.com/feed') },
+    { name: 'CB Insights', url: rss('https://www.cbinsights.com/research/feed/') },
+  ],
+
+  // Accelerator & VC Blogs - Thought leadership
+  vcblogs: [
+    { name: 'Y Combinator Blog', url: rss('https://www.ycombinator.com/blog/rss/') },
+    { name: 'a16z Blog', url: rss('https://a16z.com/feed/') },
+    { name: 'First Round Review', url: rss('https://review.firstround.com/feed.xml') },
+    { name: 'Sequoia Blog', url: rss('https://www.sequoiacap.com/feed/') },
+    { name: 'NFX Essays', url: rss('https://www.nfx.com/feed') },
+    { name: 'Paul Graham Essays', url: rss('https://www.aaronsw.com/2002/feeds/pgessays.rss') },
+    { name: 'Both Sides of Table', url: rss('https://bothsidesofthetable.com/feed') },
+    { name: 'Lenny\'s Newsletter', url: rss('https://www.lennysnewsletter.com/feed') },
+    { name: 'Stratechery', url: rss('https://stratechery.com/feed/') },
+  ],
+
+  // Regional Startup News - Global coverage
+  regionalStartups: [
+    { name: 'EU Startups', url: rss('https://www.eu-startups.com/feed/') },
+    { name: 'Tech.eu', url: rss('https://tech.eu/feed/') },
+    { name: 'Sifted (Europe)', url: rss('https://sifted.eu/feed') },
+    { name: 'Tech in Asia', url: rss('https://www.techinasia.com/feed') },
+    { name: 'KrASIA', url: rss('https://kr-asia.com/feed') },
+    { name: 'TechCabal (Africa)', url: rss('https://techcabal.com/feed/') },
+    { name: 'Disrupt Africa', url: rss('https://disrupt-africa.com/feed/') },
+    { name: 'LAVCA (LATAM)', url: rss('https://lavca.org/feed/') },
+    { name: 'Contxto (LATAM)', url: rss('https://contxto.com/feed/') },
+    { name: 'Inc42 (India)', url: rss('https://inc42.com/feed/') },
+    { name: 'YourStory', url: rss('https://yourstory.com/feed') },
+  ],
+
+  // Cybersecurity
+  security: [
+    { name: 'Krebs Security', url: rss('https://krebsonsecurity.com/feed/') },
+    { name: 'The Hacker News', url: rss('https://feeds.feedburner.com/TheHackersNews') },
+    { name: 'Dark Reading', url: rss('https://www.darkreading.com/rss.xml') },
+    { name: 'Schneier', url: rss('https://www.schneier.com/feed/') },
+    { name: 'CISA Advisories', url: 'https://rss.worldmonitor.app/api/rss-proxy?url=' + encodeURIComponent('https://www.cisa.gov/cybersecurity-advisories/all.xml') },
+    { name: 'Cyber Incidents', url: rss('https://news.google.com/rss/search?q=cyber+attack+OR+data+breach+OR+ransomware+OR+hacking+when:3d&hl=en-US&gl=US&ceid=US:en') },
+  ],
+
+  // Policy & Regulation
+  policy: [
+    { name: 'Politico Tech', url: rss('https://rss.politico.com/technology.xml') },
+    { name: 'AI Regulation', url: rss('https://news.google.com/rss/search?q=AI+regulation+OR+"artificial+intelligence"+law+OR+policy+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Tech Antitrust', url: rss('https://news.google.com/rss/search?q=tech+antitrust+OR+FTC+Google+OR+FTC+Apple+OR+FTC+Amazon+when:7d&hl=en-US&gl=US&ceid=US:en') },
+  ],
+
+  // Markets & Finance (tech-focused)
+  finance: [
+    { name: 'CNBC Tech', url: rss('https://www.cnbc.com/id/19854910/device/rss/rss.html') },
+    { name: 'MarketWatch Tech', url: rss('https://feeds.marketwatch.com/marketwatch/topstories/') },
+    { name: 'Yahoo Finance', url: rss('https://finance.yahoo.com/rss/topstories') },
+    { name: 'Seeking Alpha Tech', url: rss('https://seekingalpha.com/market_currents.xml') },
+  ],
+
+  // Semiconductors & Hardware
+  hardware: [
+    { name: "Tom's Hardware", url: rss('https://www.tomshardware.com/feeds/all') },
+    { name: 'SemiAnalysis', url: rss('https://www.semianalysis.com/feed') },
+    { name: 'Semiconductor News', url: rss('https://news.google.com/rss/search?q=semiconductor+OR+chip+OR+TSMC+OR+NVIDIA+OR+Intel+when:3d&hl=en-US&gl=US&ceid=US:en') },
+  ],
+
+  // Cloud & Infrastructure
+  cloud: [
+    { name: 'InfoQ', url: rss('https://feed.infoq.com/') },
+    { name: 'The New Stack', url: rss('https://thenewstack.io/feed/') },
+    { name: 'DevOps.com', url: rss('https://devops.com/feed/') },
+  ],
+
+  // Developer Community
+  dev: [
+    { name: 'Dev.to', url: rss('https://dev.to/feed') },
+    { name: 'Lobsters', url: rss('https://lobste.rs/rss') },
+    { name: 'Changelog', url: rss('https://changelog.com/feed') },
+    { name: 'Show HN', url: rss('https://hnrss.org/show') },
+    { name: 'YC Launches', url: rss('https://hnrss.org/launches') },
+    { name: 'Dev Events', url: rss('https://dev.events/rss.xml') },
+  ],
+
+  // Layoffs Tracker
+  layoffs: [
+    { name: 'Layoffs.fyi', url: rss('https://news.google.com/rss/search?q=tech+layoffs+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'TechCrunch Layoffs', url: rss('https://techcrunch.com/tag/layoffs/feed/') },
+  ],
+
+  // Unicorn Tracker
+  unicorns: [
+    { name: 'Unicorn News', url: rss('https://news.google.com/rss/search?q=("unicorn+startup"+OR+"unicorn+valuation"+OR+"$1+billion+valuation")+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'CB Insights Unicorn', url: rss('https://news.google.com/rss/search?q=site:cbinsights.com+unicorn+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Decacorn News', url: rss('https://news.google.com/rss/search?q=("decacorn"+OR+"$10+billion+valuation"+OR+"$10B+valuation")+startup+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'New Unicorns', url: rss('https://news.google.com/rss/search?q=("becomes+unicorn"+OR+"joins+unicorn"+OR+"reaches+unicorn"+OR+"achieved+unicorn")+when:14d&hl=en-US&gl=US&ceid=US:en') },
+  ],
+
+  // Accelerators & Demo Days
+  accelerators: [
+    { name: 'YC News', url: rss('https://news.ycombinator.com/rss') },
+    { name: 'YC Blog', url: rss('https://www.ycombinator.com/blog/rss/') },
+    { name: 'Techstars Blog', url: rss('https://www.techstars.com/blog/feed/') },
+    { name: '500 Global News', url: rss('https://news.google.com/rss/search?q="500+Global"+OR+"500+Startups"+accelerator+when:14d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Demo Day News', url: rss('https://news.google.com/rss/search?q=("demo+day"+OR+"YC+batch"+OR+"accelerator+batch")+startup+when:7d&hl=en-US&gl=US&ceid=US:en') },
+    { name: 'Startup School', url: rss('https://news.google.com/rss/search?q="Startup+School"+OR+"YC+Startup+School"+when:14d&hl=en-US&gl=US&ceid=US:en') },
+  ],
+};
+
+// Panel configuration for tech/AI analysis
+export const DEFAULT_PANELS: Record<string, PanelConfig> = {
+  map: { name: 'Global Tech Map', enabled: true, priority: 1 },
+  'live-news': { name: 'Tech Headlines', enabled: true, priority: 1 },
+  events: { name: 'Tech Events', enabled: true, priority: 1 },
+  ai: { name: 'AI/ML News', enabled: true, priority: 1 },
+  tech: { name: 'Technology', enabled: true, priority: 1 },
+  startups: { name: 'Startups & VC', enabled: true, priority: 1 },
+  vcblogs: { name: 'VC Insights & Essays', enabled: true, priority: 1 },
+  regionalStartups: { name: 'Global Startup News', enabled: true, priority: 1 },
+  unicorns: { name: 'Unicorn Tracker', enabled: true, priority: 1 },
+  accelerators: { name: 'Accelerators & Demo Days', enabled: true, priority: 1 },
+  security: { name: 'Cybersecurity', enabled: true, priority: 1 },
+  policy: { name: 'AI Policy & Regulation', enabled: true, priority: 1 },
+  regulation: { name: 'AI Regulation Dashboard', enabled: true, priority: 1 },
+  layoffs: { name: 'Layoffs Tracker', enabled: true, priority: 1 },
+  markets: { name: 'Tech Stocks', enabled: true, priority: 2 },
+  finance: { name: 'Financial News', enabled: true, priority: 2 },
+  crypto: { name: 'Crypto', enabled: true, priority: 2 },
+  hardware: { name: 'Semiconductors & Hardware', enabled: true, priority: 2 },
+  cloud: { name: 'Cloud & Infrastructure', enabled: true, priority: 2 },
+  dev: { name: 'Developer Community', enabled: true, priority: 2 },
+  'macro-signals': { name: 'Market Radar', enabled: true, priority: 2 },
+  'etf-flows': { name: 'BTC ETF Tracker', enabled: true, priority: 2 },
+  stablecoins: { name: 'Stablecoins', enabled: true, priority: 2 },
+  monitors: { name: 'My Monitors', enabled: true, priority: 2 },
+};
+
+// Tech-focused map layers (subset)
+export const DEFAULT_MAP_LAYERS: MapLayers = {
+  // Keep only relevant layers, set others to false
+  conflicts: false,
+  bases: false,
+  cables: true,
+  pipelines: false,
+  hotspots: false,
+  ais: false,
+  nuclear: false,
+  irradiators: false,
+  sanctions: false,
+  weather: true,
+  economic: true,
+  waterways: false,
+  outages: true,
+  cyberThreats: false,
+  datacenters: true,
+  protests: false,
+  flights: false,
+  military: false,
+  natural: true,
+  spaceports: false,
+  minerals: false,
+  fires: false,
+  ucdpEvents: false,
+  displacement: false,
+  climate: false,
+  // Tech-specific layers
+  startupHubs: true,
+  cloudRegions: true,
+  accelerators: false,
+  techHQs: true,
+  techEvents: true,
+};
+
+// Mobile defaults for tech variant
+export const MOBILE_DEFAULT_MAP_LAYERS: MapLayers = {
+  conflicts: false,
+  bases: false,
+  cables: false,
+  pipelines: false,
+  hotspots: false,
+  ais: false,
+  nuclear: false,
+  irradiators: false,
+  sanctions: false,
+  weather: false,
+  economic: false,
+  waterways: false,
+  outages: true,
+  cyberThreats: false,
+  datacenters: true,
+  protests: false,
+  flights: false,
+  military: false,
+  natural: true,
+  spaceports: false,
+  minerals: false,
+  fires: false,
+  ucdpEvents: false,
+  displacement: false,
+  climate: false,
+  // Tech-specific layers (limited on mobile)
+  startupHubs: true,
+  cloudRegions: false,
+  accelerators: false,
+  techHQs: false,
+  techEvents: true,
+};
+
+export const VARIANT_CONFIG: VariantConfig = {
+  name: 'tech',
+  description: 'Tech, AI & Startups intelligence dashboard',
+  panels: DEFAULT_PANELS,
+  mapLayers: DEFAULT_MAP_LAYERS,
+  mobileMapLayers: MOBILE_DEFAULT_MAP_LAYERS,
+};
diff --git a/src/e2e/map-harness.ts b/src/e2e/map-harness.ts
new file mode 100644
index 000000000..6af6786fd
--- /dev/null
+++ b/src/e2e/map-harness.ts
@@ -0,0 +1,1167 @@
+import 'maplibre-gl/dist/maplibre-gl.css';
+import '../styles/main.css';
+import type { Map as MapLibreMap } from 'maplibre-gl';
+import { DeckGLMap } from '../components/DeckGLMap';
+import {
+  SITE_VARIANT,
+  INTEL_HOTSPOTS,
+  CONFLICT_ZONES,
+  MILITARY_BASES,
+  UNDERSEA_CABLES,
+  NUCLEAR_FACILITIES,
+  GAMMA_IRRADIATORS,
+  PIPELINES,
+  STRATEGIC_WATERWAYS,
+  ECONOMIC_CENTERS,
+  AI_DATA_CENTERS,
+  STARTUP_HUBS,
+  ACCELERATORS,
+  TECH_HQS,
+  CLOUD_REGIONS,
+  PORTS,
+  SPACEPORTS,
+  APT_GROUPS,
+  CRITICAL_MINERALS,
+} from '../config';
+import type {
+  AisDensityZone,
+  AisDisruptionEvent,
+  AirportDelayAlert,
+  CableAdvisory,
+  CyberThreat,
+  Earthquake,
+  InternetOutage,
+  MapLayers,
+  MilitaryFlight,
+  MilitaryFlightCluster,
+  MilitaryVessel,
+  MilitaryVesselCluster,
+  NaturalEvent,
+  NewsItem,
+  RepairShip,
+  SocialUnrestEvent,
+} from '../types';
+import type { WeatherAlert } from '../services/weather';
+
+type Scenario = 'alpha' | 'beta';
+type HarnessVariant = 'full' | 'tech';
+type HarnessLayerKey = keyof MapLayers;
+type PulseProtestScenario =
+  | 'none'
+  | 'recent-acled-riot'
+  | 'recent-gdelt-riot'
+  | 'recent-protest';
+type NewsPulseScenario = 'none' | 'recent' | 'stale';
+
+type LayerSnapshot = {
+  id: string;
+  dataCount: number;
+};
+
+type OverlaySnapshot = {
+  protestMarkers: number;
+  datacenterMarkers: number;
+  techEventMarkers: number;
+  techHQMarkers: number;
+  hotspotMarkers: number;
+};
+
+type CameraState = {
+  lon: number;
+  lat: number;
+  zoom: number;
+};
+
+type VisualScenario = {
+  id: string;
+  variant: 'both' | HarnessVariant;
+  enabledLayers: HarnessLayerKey[];
+  camera: CameraState;
+  expectedDeckLayers: string[];
+  expectedSelectors: string[];
+  includeNewsLocation?: boolean;
+};
+
+type VisualScenarioSummary = {
+  id: string;
+  variant: 'both' | HarnessVariant;
+};
+
+type MapHarness = {
+  ready: boolean;
+  variant: HarnessVariant;
+  seedAllDynamicData: () => void;
+  setProtestsScenario: (scenario: Scenario) => void;
+  setPulseProtestsScenario: (scenario: PulseProtestScenario) => void;
+  setNewsPulseScenario: (scenario: NewsPulseScenario) => void;
+  setHotspotActivityScenario: (scenario: 'none' | 'breaking') => void;
+  forcePulseStartupElapsed: () => void;
+  resetPulseStartupTime: () => void;
+  isPulseAnimationRunning: () => boolean;
+  setZoom: (zoom: number) => void;
+  setLayersForSnapshot: (enabledLayers: HarnessLayerKey[]) => void;
+  setCamera: (camera: CameraState) => void;
+  enableDeterministicVisualMode: () => void;
+  getVisualScenarios: () => VisualScenarioSummary[];
+  prepareVisualScenario: (scenarioId: string) => boolean;
+  isVisualScenarioReady: (scenarioId: string) => boolean;
+  getDeckLayerSnapshot: () => LayerSnapshot[];
+  getOverlaySnapshot: () => OverlaySnapshot;
+  getCyberTooltipHtml: (indicator: string) => string;
+  getClusterStateSize: () => number;
+  destroy: () => void;
+};
+
+declare global {
+  interface Window {
+    __mapHarness?: MapHarness;
+  }
+}
+
+const app = document.getElementById('app');
+if (!app) {
+  throw new Error('Missing #app container for map harness');
+}
+
+app.style.width = '1280px';
+app.style.height = '720px';
+app.style.position = 'relative';
+app.style.margin = '0 auto';
+
+const allLayersEnabled: MapLayers = {
+  conflicts: true,
+  bases: true,
+  cables: true,
+  pipelines: true,
+  hotspots: true,
+  ais: true,
+  nuclear: true,
+  irradiators: true,
+  sanctions: true,
+  weather: true,
+  economic: true,
+  waterways: true,
+  outages: true,
+  cyberThreats: true,
+  datacenters: true,
+  protests: true,
+  flights: true,
+  military: true,
+  natural: true,
+  spaceports: true,
+  minerals: true,
+  fires: true,
+  ucdpEvents: true,
+  displacement: true,
+  climate: true,
+  startupHubs: true,
+  cloudRegions: true,
+  accelerators: true,
+  techHQs: true,
+  techEvents: true,
+};
+
+const allLayersDisabled: MapLayers = {
+  conflicts: false,
+  bases: false,
+  cables: false,
+  pipelines: false,
+  hotspots: false,
+  ais: false,
+  nuclear: false,
+  irradiators: false,
+  sanctions: false,
+  weather: false,
+  economic: false,
+  waterways: false,
+  outages: false,
+  cyberThreats: false,
+  datacenters: false,
+  protests: false,
+  flights: false,
+  military: false,
+  natural: false,
+  spaceports: false,
+  minerals: false,
+  fires: false,
+  ucdpEvents: false,
+  displacement: false,
+  climate: false,
+  startupHubs: false,
+  cloudRegions: false,
+  accelerators: false,
+  techHQs: false,
+  techEvents: false,
+};
+
+const SEEDED_NEWS_LOCATIONS: Array<{
+  lat: number;
+  lon: number;
+  title: string;
+  threatLevel: string;
+}> = [
+  {
+    lat: 48.85,
+    lon: 2.35,
+    title: 'Harness News Item',
+    threatLevel: 'high',
+  },
+];
+
+const map = new DeckGLMap(app, {
+  zoom: 5,
+  pan: { x: 0, y: 0 },
+  view: 'global',
+  layers: allLayersEnabled,
+  timeRange: '24h',
+});
+
+const DETERMINISTIC_BODY_CLASS = 'e2e-deterministic';
+
+const internals = map as unknown as {
+  buildLayers?: () => Array<{ id: string; props?: { data?: unknown } }>;
+  lastClusterState?: Map<string, unknown>;
+  maplibreMap?: MapLibreMap;
+  getTooltip?: (info: { object?: unknown; layer?: { id?: string } }) => { html?: string } | null;
+  newsLocationFirstSeen?: Map<string, number>;
+  newsPulseIntervalId?: ReturnType<typeof setInterval> | null;
+  startupTime?: number;
+  stopPulseAnimation?: () => void;
+};
+
+const buildLayerState = (enabledLayers: HarnessLayerKey[]): MapLayers => {
+  const next: MapLayers = { ...allLayersDisabled };
+  for (const key of enabledLayers) {
+    next[key] = true;
+  }
+  return next;
+};
+
+const setLayersForSnapshot = (enabledLayers: HarnessLayerKey[]): void => {
+  map.setLayers(buildLayerState(enabledLayers));
+};
+
+const setCamera = (camera: CameraState): void => {
+  const maplibreMap = internals.maplibreMap;
+  if (!maplibreMap) return;
+  maplibreMap.jumpTo({
+    center: [camera.lon, camera.lat],
+    zoom: camera.zoom,
+  });
+  map.render();
+};
+
+const getDataCount = (data: unknown): number => {
+  if (Array.isArray(data)) return data.length;
+  if (
+    data &&
+    typeof data === 'object' &&
+    'type' in data &&
+    (data as { type?: string }).type === 'FeatureCollection' &&
+    'features' in data &&
+    Array.isArray((data as { features?: unknown[] }).features)
+  ) {
+    return (data as { features: unknown[] }).features.length;
+  }
+  if (
+    data &&
+    typeof data === 'object' &&
+    'length' in data &&
+    typeof (data as { length?: unknown }).length === 'number'
+  ) {
+    return Number((data as { length: number }).length);
+  }
+  return data ? 1 : 0;
+};
+
+const getDeckLayerSnapshot = (): LayerSnapshot[] => {
+  const layers = internals.buildLayers?.() ?? [];
+  return layers.map((layer) => ({
+    id: layer.id,
+    dataCount: getDataCount(layer.props?.data),
+  }));
+};
+
+const getOverlaySnapshot = (): OverlaySnapshot => ({
+  protestMarkers: document.querySelectorAll('.protest-marker').length,
+  datacenterMarkers: document.querySelectorAll('.datacenter-marker').length,
+  techEventMarkers: document.querySelectorAll('.tech-event-marker').length,
+  techHQMarkers: document.querySelectorAll('.tech-hq-marker').length,
+  hotspotMarkers: document.querySelectorAll('.hotspot').length,
+});
+
+const toCamera = (lon: number, lat: number, zoom: number): CameraState => ({
+  lon,
+  lat,
+  zoom,
+});
+
+const firstLatLon = <T extends { lat: number; lon: number }>(
+  items: T[],
+  fallback: [number, number]
+): [number, number] => {
+  const first = items[0];
+  if (!first) return fallback;
+  return [first.lon, first.lat];
+};
+
+const firstPathPoint = <T extends { points: [number, number][] }>(
+  items: T[],
+  fallback: [number, number]
+): [number, number] => {
+  const firstPoint = items[0]?.points?.[0];
+  if (!firstPoint || firstPoint.length < 2) return fallback;
+  return [firstPoint[0], firstPoint[1]];
+};
+
+const firstConflictPoint = (fallback: [number, number]): [number, number] => {
+  const coords = CONFLICT_ZONES[0]?.coords?.[0];
+  if (!coords || coords.length < 2) return fallback;
+  return [coords[0], coords[1]];
+};
+
+const seededCameras = {
+  ais: toCamera(55.0, 25.0, 5.2),
+  weather: toCamera(-80.2, 25.7, 5.2),
+  outages: toCamera(-0.1, 51.5, 5.2),
+  cyber: toCamera(-0.12, 51.5, 5.2),
+  protests: toCamera(0.2, 20.1, 5.2),
+  flights: toCamera(-73.9, 40.4, 5.2),
+  military: toCamera(56.3, 26.1, 5.2),
+  natural: toCamera(-118.2, 34.1, 4.8),
+  fires: toCamera(-60.1, -5.4, 5.0),
+  techEvents: toCamera(-122.42, 37.77, 5.2),
+  news: toCamera(2.35, 48.85, 5.0),
+};
+
+const [conflictLon, conflictLat] = firstConflictPoint([36.0, 35.0]);
+const [baseLon, baseLat] = firstLatLon(MILITARY_BASES, [44.0, 33.0]);
+const [cableLon, cableLat] = firstPathPoint(UNDERSEA_CABLES, [38.0, 20.0]);
+const [pipelineLon, pipelineLat] = firstPathPoint(PIPELINES, [45.0, 30.0]);
+const [hotspotLon, hotspotLat] = firstLatLon(INTEL_HOTSPOTS, [0.0, 20.0]);
+const [nuclearLon, nuclearLat] = firstLatLon(NUCLEAR_FACILITIES, [14.0, 50.0]);
+const [irradiatorLon, irradiatorLat] = firstLatLon(GAMMA_IRRADIATORS, [12.0, 50.0]);
+const [waterwayLon, waterwayLat] = firstLatLon(STRATEGIC_WATERWAYS, [32.0, 30.0]);
+const [economicLon, economicLat] = firstLatLon(ECONOMIC_CENTERS, [-74.0, 40.7]);
+const [datacenterLon, datacenterLat] = firstLatLon(AI_DATA_CENTERS, [-121.9, 37.3]);
+const [spaceportLon, spaceportLat] = firstLatLon(SPACEPORTS, [-80.6, 28.6]);
+const [mineralLon, mineralLat] = firstLatLon(CRITICAL_MINERALS, [135.0, -27.0]);
+const [startupLon, startupLat] = firstLatLon(STARTUP_HUBS, [-122.08, 37.38]);
+const [acceleratorLon, acceleratorLat] = firstLatLon(ACCELERATORS, [-122.41, 37.77]);
+const [techHQLon, techHQLat] = firstLatLon(TECH_HQS, [-122.0, 37.3]);
+const [cloudRegionLon, cloudRegionLat] = firstLatLon(CLOUD_REGIONS, [-122.3, 37.6]);
+const [aptLon, aptLat] = firstLatLon(APT_GROUPS, [116.4, 39.9]);
+const [portLon, portLat] = firstLatLon(PORTS, [32.5, 29.9]);
+
+const VISUAL_SCENARIOS: VisualScenario[] = [
+  {
+    id: 'conflicts-z4',
+    variant: 'both',
+    enabledLayers: ['conflicts'],
+    camera: toCamera(conflictLon, conflictLat, 4.0),
+    expectedDeckLayers: ['conflict-zones-layer'],
+    expectedSelectors: [],
+  },
+  {
+    id: 'bases-z5',
+    variant: 'both',
+    enabledLayers: ['bases'],
+    camera: toCamera(baseLon, baseLat, 5.2),
+    expectedDeckLayers: ['bases-layer'],
+    expectedSelectors: [],
+  },
+  {
+    id: 'cables-z4',
+    variant: 'both',
+    enabledLayers: ['cables'],
+    camera: toCamera(cableLon, cableLat, 4.2),
+    expectedDeckLayers: ['cables-layer', 'cable-advisories-layer', 'repair-ships-layer'],
+    expectedSelectors: [],
+  },
+  {
+    id: 'pipelines-z4',
+    variant: 'both',
+    enabledLayers: ['pipelines'],
+    camera: toCamera(pipelineLon, pipelineLat, 4.2),
+    expectedDeckLayers: ['pipelines-layer'],
+    expectedSelectors: [],
+  },
+  {
+    id: 'hotspots-z4',
+    variant: 'both',
+    enabledLayers: ['hotspots'],
+    camera: toCamera(hotspotLon, hotspotLat, 4.2),
+    expectedDeckLayers: ['hotspots-layer'],
+    expectedSelectors: [],
+  },
+  {
+    id: 'ais-z5',
+    variant: 'both',
+    enabledLayers: ['ais'],
+    camera: seededCameras.ais,
+    expectedDeckLayers: ['ais-density-layer', 'ais-disruptions-layer', 'ports-layer'],
+    expectedSelectors: [],
+  },
+  {
+    id: 'ports-z5',
+    variant: 'both',
+    enabledLayers: ['ais'],
+    camera: toCamera(portLon, portLat, 5.2),
+    expectedDeckLayers: ['ports-layer'],
+    expectedSelectors: [],
+  },
+  {
+    id: 'nuclear-z5',
+    variant: 'both',
+    enabledLayers: ['nuclear'],
+    camera: toCamera(nuclearLon, nuclearLat, 5.2),
+    expectedDeckLayers: ['nuclear-layer'],
+    expectedSelectors: [],
+  },
+  {
+    id: 'irradiators-z5',
+    variant: 'both',
+    enabledLayers: ['irradiators'],
+    camera: toCamera(irradiatorLon, irradiatorLat, 5.2),
+    expectedDeckLayers: ['irradiators-layer'],
+    expectedSelectors: [],
+  },
+  {
+    id: 'weather-z5',
+    variant: 'both',
+    enabledLayers: ['weather'],
+    camera: seededCameras.weather,
+    expectedDeckLayers: ['weather-layer'],
+    expectedSelectors: [],
+  },
+  {
+    id: 'economic-z5',
+    variant: 'both',
+    enabledLayers: ['economic'],
+    camera: toCamera(economicLon, economicLat, 5.1),
+    expectedDeckLayers: ['economic-centers-layer'],
+    expectedSelectors: [],
+  },
+  {
+    id: 'waterways-z5',
+    variant: 'both',
+    enabledLayers: ['waterways'],
+    camera: toCamera(waterwayLon, waterwayLat, 5.1),
+    expectedDeckLayers: ['waterways-layer'],
+    expectedSelectors: [],
+  },
+  {
+    id: 'outages-z5',
+    variant: 'both',
+    enabledLayers: ['outages'],
+    camera: seededCameras.outages,
+    expectedDeckLayers: ['outages-layer'],
+    expectedSelectors: [],
+  },
+  {
+    id: 'cyber-z5',
+    variant: 'both',
+    enabledLayers: ['cyberThreats'],
+    camera: seededCameras.cyber,
+    expectedDeckLayers: ['cyber-threats-layer'],
+    expectedSelectors: [],
+  },
+  {
+    id: 'datacenters-cluster-z3',
+    variant: 'both',
+    enabledLayers: ['datacenters'],
+    camera: toCamera(datacenterLon, datacenterLat, 3.0),
+    expectedDeckLayers: [],
+    expectedSelectors: ['.datacenter-marker'],
+  },
+  {
+    id: 'datacenters-icons-z6',
+    variant: 'both',
+    enabledLayers: ['datacenters'],
+    camera: toCamera(datacenterLon, datacenterLat, 6.0),
+    expectedDeckLayers: ['datacenters-layer'],
+    expectedSelectors: [],
+  },
+  {
+    id: 'protests-z5',
+    variant: 'both',
+    enabledLayers: ['protests'],
+    camera: seededCameras.protests,
+    expectedDeckLayers: [],
+    expectedSelectors: ['.protest-marker'],
+  },
+  {
+    id: 'flights-z5',
+    variant: 'both',
+    enabledLayers: ['flights'],
+    camera: seededCameras.flights,
+    expectedDeckLayers: ['flight-delays-layer'],
+    expectedSelectors: [],
+  },
+  {
+    id: 'military-z5',
+    variant: 'both',
+    enabledLayers: ['military'],
+    camera: seededCameras.military,
+    expectedDeckLayers: [
+      'military-vessels-layer',
+      'military-vessel-clusters-layer',
+      'military-flights-layer',
+      'military-flight-clusters-layer',
+    ],
+    expectedSelectors: [],
+  },
+  {
+    id: 'natural-z5',
+    variant: 'both',
+    enabledLayers: ['natural'],
+    camera: seededCameras.natural,
+    expectedDeckLayers: ['earthquakes-layer', 'natural-events-layer'],
+    expectedSelectors: [],
+  },
+  {
+    id: 'spaceports-z5',
+    variant: 'both',
+    enabledLayers: ['spaceports'],
+    camera: toCamera(spaceportLon, spaceportLat, 5.1),
+    expectedDeckLayers: ['spaceports-layer'],
+    expectedSelectors: [],
+  },
+  {
+    id: 'minerals-z5',
+    variant: 'both',
+    enabledLayers: ['minerals'],
+    camera: toCamera(mineralLon, mineralLat, 5.1),
+    expectedDeckLayers: ['minerals-layer'],
+    expectedSelectors: [],
+  },
+  {
+    id: 'fires-z5',
+    variant: 'both',
+    enabledLayers: ['fires'],
+    camera: seededCameras.fires,
+    expectedDeckLayers: ['fires-layer'],
+    expectedSelectors: [],
+  },
+  {
+    id: 'news-z5',
+    variant: 'both',
+    enabledLayers: [],
+    camera: seededCameras.news,
+    expectedDeckLayers: ['news-locations-layer'],
+    expectedSelectors: [],
+    includeNewsLocation: true,
+  },
+  {
+    id: 'apt-groups-z5',
+    variant: 'full',
+    enabledLayers: [],
+    camera: toCamera(aptLon, aptLat, 5.1),
+    expectedDeckLayers: ['apt-groups-layer'],
+    expectedSelectors: [],
+  },
+  {
+    id: 'startup-hubs-z5',
+    variant: 'tech',
+    enabledLayers: ['startupHubs'],
+    camera: toCamera(startupLon, startupLat, 5.2),
+    expectedDeckLayers: ['startup-hubs-layer'],
+    expectedSelectors: [],
+  },
+  {
+    id: 'accelerators-z5',
+    variant: 'tech',
+    enabledLayers: ['accelerators'],
+    camera: toCamera(acceleratorLon, acceleratorLat, 5.2),
+    expectedDeckLayers: ['accelerators-layer'],
+    expectedSelectors: [],
+  },
+  {
+    id: 'cloud-regions-z5',
+    variant: 'tech',
+    enabledLayers: ['cloudRegions'],
+    camera: toCamera(cloudRegionLon, cloudRegionLat, 5.2),
+    expectedDeckLayers: ['cloud-regions-layer'],
+    expectedSelectors: [],
+  },
+  {
+    id: 'tech-hqs-z5',
+    variant: 'tech',
+    enabledLayers: ['techHQs'],
+    camera: toCamera(techHQLon, techHQLat, 5.2),
+    expectedDeckLayers: [],
+    expectedSelectors: ['.tech-hq-marker'],
+  },
+  {
+    id: 'tech-events-z5',
+    variant: 'tech',
+    enabledLayers: ['techEvents'],
+    camera: seededCameras.techEvents,
+    expectedDeckLayers: [],
+    expectedSelectors: ['.tech-event-marker'],
+  },
+  // Note: `sanctions` has no map renderer in DeckGLMap today; excluded from visual scenarios.
+];
+
+const visualScenarioMap = new Map(VISUAL_SCENARIOS.map((scenario) => [scenario.id, scenario]));
+
+const filterScenariosForVariant = (variant: HarnessVariant): VisualScenario[] => {
+  return VISUAL_SCENARIOS.filter(
+    (scenario) => scenario.variant === 'both' || scenario.variant === variant
+  );
+};
+
+const buildProtests = (scenario: Scenario): SocialUnrestEvent[] => {
+  const title =
+    scenario === 'alpha' ? 'Scenario Alpha Protest' : 'Scenario Beta Protest';
+  const baseTime =
+    scenario === 'alpha'
+      ? new Date('2026-02-01T12:00:00.000Z')
+      : new Date('2026-02-01T13:00:00.000Z');
+
+  return [
+    {
+      id: `e2e-protest-${scenario}`,
+      title,
+      summary: `${title} summary`,
+      eventType: 'riot',
+      city: 'Harness City',
+      country: 'Harnessland',
+      lat: 20.1,
+      lon: 0.2,
+      time: baseTime,
+      severity: 'high',
+      fatalities: scenario === 'alpha' ? 1 : 2,
+      sources: ['e2e'],
+      sourceType: 'rss',
+      tags: ['e2e'],
+      actors: ['Harness Group'],
+      relatedHotspots: [],
+      confidence: 'high',
+      validated: true,
+    },
+  ];
+};
+
+const buildPulseProtests = (scenario: PulseProtestScenario): SocialUnrestEvent[] => {
+  if (scenario === 'none') return [];
+
+  const now = new Date();
+  const isRiot = scenario !== 'recent-protest';
+  const sourceType = scenario === 'recent-gdelt-riot' ? 'gdelt' : 'acled';
+
+  return [
+    {
+      id: `e2e-pulse-protest-${scenario}`,
+      title: `Pulse Protest ${scenario}`,
+      summary: `Pulse protest fixture: ${scenario}`,
+      eventType: isRiot ? 'riot' : 'protest',
+      city: 'Harness City',
+      country: 'Harnessland',
+      lat: 20.1,
+      lon: 0.2,
+      time: now,
+      severity: isRiot ? 'high' : 'medium',
+      fatalities: isRiot ? 1 : 0,
+      sources: ['e2e'],
+      sourceType,
+      tags: ['e2e', 'pulse'],
+      actors: ['Harness Group'],
+      relatedHotspots: [],
+      confidence: 'high',
+      validated: true,
+    },
+  ];
+};
+
+const buildHotspotActivityNews = (
+  scenario: 'none' | 'breaking'
+): NewsItem[] => {
+  if (scenario === 'none') return [];
+
+  return [
+    {
+      source: 'e2e-harness',
+      title: 'Sahel alert: mali coup activity intensifies',
+      link: 'https://example.com/hotspot-breaking',
+      pubDate: new Date(),
+      isAlert: true,
+    },
+  ];
+};
+
+const seedAllDynamicData = (): void => {
+  const earthquakes: Earthquake[] = [
+    {
+      id: 'e2e-eq-1',
+      place: 'Harness Fault',
+      magnitude: 5.8,
+      lat: 34.1,
+      lon: -118.2,
+      depth: 12,
+      time: new Date('2026-02-01T10:00:00.000Z'),
+      url: 'https://example.com/eq',
+    },
+  ];
+
+  const weather: WeatherAlert[] = [
+    {
+      id: 'e2e-weather-1',
+      event: 'Storm Warning',
+      severity: 'Severe',
+      headline: 'Harness Weather Alert',
+      description: 'Severe storm conditions expected in harness region.',
+      areaDesc: 'Harness Region',
+      onset: new Date('2026-02-01T09:00:00.000Z'),
+      expires: new Date('2026-02-01T18:00:00.000Z'),
+      coordinates: [[-80.1, 25.7], [-80.2, 25.8], [-80.3, 25.6]],
+      centroid: [-80.2, 25.7],
+    },
+  ];
+
+  const outages: InternetOutage[] = [
+    {
+      id: 'e2e-outage-1',
+      title: 'Harness Network Degradation',
+      link: 'https://example.com/outage',
+      description: 'Network disruption for test coverage.',
+      pubDate: new Date('2026-02-01T11:00:00.000Z'),
+      country: 'Harnessland',
+      lat: 51.5,
+      lon: -0.1,
+      severity: 'major',
+      categories: ['connectivity'],
+    },
+  ];
+
+  const cyberThreats: CyberThreat[] = [
+    {
+      id: 'e2e-cyber-1',
+      type: 'c2_server',
+      source: 'feodo',
+      indicator: '1.2.3.4',
+      indicatorType: 'ip',
+      lat: 51.5,
+      lon: -0.12,
+      country: 'GB',
+      severity: 'high',
+      malwareFamily: 'QakBot',
+      tags: ['botnet', 'c2'],
+      firstSeen: '2026-02-01T09:00:00.000Z',
+      lastSeen: '2026-02-01T10:00:00.000Z',
+    },
+  ];
+
+  const aisDisruptions: AisDisruptionEvent[] = [
+    {
+      id: 'e2e-ais-disruption-1',
+      name: 'Harness Chokepoint',
+      type: 'chokepoint_congestion',
+      lat: 25.0,
+      lon: 55.0,
+      severity: 'high',
+      changePct: 34,
+      windowHours: 6,
+      vesselCount: 61,
+      description: 'High congestion detected for coverage.',
+    },
+  ];
+
+  const aisDensity: AisDensityZone[] = [
+    {
+      id: 'e2e-ais-density-1',
+      name: 'Harness Density Zone',
+      lat: 24.8,
+      lon: 54.9,
+      intensity: 0.8,
+      deltaPct: 22,
+      shipsPerDay: 230,
+    },
+  ];
+
+  const cableAdvisories: CableAdvisory[] = [
+    {
+      id: 'e2e-cable-adv-1',
+      cableId: 'sea-me-we-5',
+      title: 'Harness Cable Fault',
+      severity: 'fault',
+      description: 'Fiber disruption under investigation.',
+      reported: new Date('2026-02-01T08:00:00.000Z'),
+      lat: 12.2,
+      lon: 45.2,
+      impact: 'Regional latency increase',
+      repairEta: '24h',
+    },
+  ];
+
+  const repairShips: RepairShip[] = [
+    {
+      id: 'e2e-repair-1',
+      name: 'Harness Repair Vessel',
+      cableId: 'sea-me-we-5',
+      status: 'enroute',
+      lat: 12.5,
+      lon: 45.1,
+      eta: '2026-02-02T00:00:00Z',
+      note: 'En route to suspected break location.',
+    },
+  ];
+
+  const flightDelays: AirportDelayAlert[] = [
+    {
+      id: 'e2e-flight-1',
+      iata: 'HNS',
+      icao: 'EHNS',
+      name: 'Harness International',
+      city: 'Harness City',
+      country: 'Harnessland',
+      lat: 40.4,
+      lon: -73.9,
+      region: 'americas',
+      delayType: 'ground_delay',
+      severity: 'major',
+      avgDelayMinutes: 48,
+      reason: 'Severe weather',
+      source: 'computed',
+      updatedAt: new Date('2026-02-01T11:00:00.000Z'),
+    },
+  ];
+
+  const militaryFlights: MilitaryFlight[] = [
+    {
+      id: 'e2e-mil-flight-1',
+      callsign: 'HARN01',
+      hexCode: 'abc123',
+      aircraftType: 'fighter',
+      operator: 'usaf',
+      operatorCountry: 'US',
+      lat: 33.9,
+      lon: -117.9,
+      altitude: 30000,
+      heading: 92,
+      speed: 430,
+      onGround: false,
+      lastSeen: new Date('2026-02-01T11:00:00.000Z'),
+      confidence: 'high',
+    },
+  ];
+
+  const militaryFlightClusters: MilitaryFlightCluster[] = [
+    {
+      id: 'e2e-mil-flight-cluster-1',
+      name: 'Harness Air Cluster',
+      lat: 34.0,
+      lon: -118.0,
+      flightCount: 3,
+      flights: militaryFlights,
+      activityType: 'exercise',
+    },
+  ];
+
+  const militaryVessels: MilitaryVessel[] = [
+    {
+      id: 'e2e-mil-vessel-1',
+      mmsi: '123456789',
+      name: 'Harness Destroyer',
+      vesselType: 'destroyer',
+      operator: 'usn',
+      operatorCountry: 'US',
+      lat: 26.2,
+      lon: 56.4,
+      heading: 145,
+      speed: 18,
+      lastAisUpdate: new Date('2026-02-01T11:00:00.000Z'),
+      confidence: 'high',
+    },
+  ];
+
+  const militaryVesselClusters: MilitaryVesselCluster[] = [
+    {
+      id: 'e2e-mil-vessel-cluster-1',
+      name: 'Harness Naval Group',
+      lat: 26.1,
+      lon: 56.3,
+      vesselCount: 4,
+      vessels: militaryVessels,
+      activityType: 'deployment',
+    },
+  ];
+
+  const naturalEvents: NaturalEvent[] = [
+    {
+      id: 'e2e-natural-1',
+      title: '🔴 Harness Volcano Activity',
+      category: 'volcanoes',
+      categoryTitle: 'Volcano',
+      lat: 14.7,
+      lon: -90.9,
+      date: new Date('2026-02-01T06:00:00.000Z'),
+      closed: false,
+    },
+  ];
+
+  map.setRenderPaused(true);
+  map.setLayers(allLayersEnabled);
+  map.setZoom(5);
+  map.setEarthquakes(earthquakes);
+  map.setWeatherAlerts(weather);
+  map.setOutages(outages);
+  map.setCyberThreats(cyberThreats);
+  map.setAisData(aisDisruptions, aisDensity);
+  map.setCableActivity(cableAdvisories, repairShips);
+  map.setProtests(buildProtests('alpha'));
+  map.setFlightDelays(flightDelays);
+  map.setMilitaryFlights(militaryFlights, militaryFlightClusters);
+  map.setMilitaryVessels(militaryVessels, militaryVesselClusters);
+  map.setNaturalEvents(naturalEvents);
+  map.setFires([
+    {
+      lat: -5.4,
+      lon: -60.1,
+      brightness: 420,
+      frp: 180,
+      confidence: 0.95,
+      region: 'Harness Fire Region',
+      acq_date: '2026-02-01',
+      daynight: 'D',
+    },
+  ]);
+  map.setTechEvents([
+    {
+      id: 'e2e-tech-event-1',
+      title: 'Harness Summit Alpha',
+      location: 'Harness City',
+      lat: 37.77,
+      lng: -122.42,
+      country: 'US',
+      startDate: '2026-03-10',
+      endDate: '2026-03-12',
+      url: 'https://example.com/alpha',
+      daysUntil: 20,
+    },
+    {
+      id: 'e2e-tech-event-2',
+      title: 'Harness Summit Beta',
+      location: 'Harness City',
+      lat: 37.77,
+      lng: -122.42,
+      country: 'US',
+      startDate: '2026-04-01',
+      endDate: '2026-04-02',
+      url: 'https://example.com/beta',
+      daysUntil: 42,
+    },
+  ]);
+  map.setNewsLocations(SEEDED_NEWS_LOCATIONS);
+  map.setRenderPaused(false);
+  map.render();
+};
+
+const makeNewsLocationsNonRecent = (): void => {
+  const now = Date.now();
+  if (internals.newsLocationFirstSeen) {
+    for (const key of internals.newsLocationFirstSeen.keys()) {
+      internals.newsLocationFirstSeen.set(key, now - 120_000);
+    }
+  }
+  internals.stopPulseAnimation?.();
+};
+
+const setNewsPulseScenario = (scenario: NewsPulseScenario): void => {
+  if (scenario === 'none') {
+    internals.newsLocationFirstSeen?.clear();
+    map.setNewsLocations([]);
+    return;
+  }
+
+  if (scenario === 'recent') {
+    map.setNewsLocations([
+      {
+        lat: 48.85,
+        lon: 2.35,
+        title: `Harness Pulse News ${Date.now()}`,
+        threatLevel: 'high',
+      },
+    ]);
+    return;
+  }
+
+  map.setNewsLocations(SEEDED_NEWS_LOCATIONS);
+  makeNewsLocationsNonRecent();
+};
+
+let deterministicVisualModeEnabled = false;
+const DETERMINISTIC_STYLE_ID = 'e2e-deterministic-style';
+
+const ensureDeterministicStyles = (): void => {
+  if (document.getElementById(DETERMINISTIC_STYLE_ID)) return;
+
+  const style = document.createElement('style');
+  style.id = DETERMINISTIC_STYLE_ID;
+  style.textContent = `
+    body.${DETERMINISTIC_BODY_CLASS} *,
+    body.${DETERMINISTIC_BODY_CLASS} *::before,
+    body.${DETERMINISTIC_BODY_CLASS} *::after {
+      animation: none !important;
+      transition: none !important;
+    }
+
+    body.${DETERMINISTIC_BODY_CLASS} .deckgl-controls,
+    body.${DETERMINISTIC_BODY_CLASS} .deckgl-time-slider,
+    body.${DETERMINISTIC_BODY_CLASS} .deckgl-layer-toggles,
+    body.${DETERMINISTIC_BODY_CLASS} .deckgl-legend,
+    body.${DETERMINISTIC_BODY_CLASS} .deckgl-timestamp,
+    body.${DETERMINISTIC_BODY_CLASS} .maplibregl-ctrl-bottom-right,
+    body.${DETERMINISTIC_BODY_CLASS} .maplibregl-ctrl-bottom-left {
+      display: none !important;
+    }
+  `;
+  document.head.appendChild(style);
+};
+
+const hideRasterBasemap = (): void => {
+  const maplibreMap = internals.maplibreMap;
+  if (!maplibreMap) return;
+
+  try {
+    if (maplibreMap.getLayer('carto-dark-layer')) {
+      maplibreMap.setPaintProperty('carto-dark-layer', 'raster-opacity', 0);
+    }
+  } catch {
+    // No-op for harness stability.
+  }
+};
+
+const enableDeterministicVisualMode = (): void => {
+  document.body.classList.add(DETERMINISTIC_BODY_CLASS);
+  ensureDeterministicStyles();
+  hideRasterBasemap();
+  makeNewsLocationsNonRecent();
+  map.render();
+  deterministicVisualModeEnabled = true;
+};
+
+const prepareVisualScenario = (scenarioId: string): boolean => {
+  const scenario = visualScenarioMap.get(scenarioId);
+  if (!scenario) return false;
+
+  enableDeterministicVisualMode();
+
+  map.setRenderPaused(true);
+  setLayersForSnapshot(scenario.enabledLayers);
+  map.setNewsLocations(scenario.includeNewsLocation ? SEEDED_NEWS_LOCATIONS : []);
+  if (!scenario.includeNewsLocation) {
+    makeNewsLocationsNonRecent();
+  }
+  setCamera(scenario.camera);
+  map.setRenderPaused(false);
+  map.render();
+
+  return true;
+};
+
+const isVisualScenarioReady = (scenarioId: string): boolean => {
+  const scenario = visualScenarioMap.get(scenarioId);
+  if (!scenario) return false;
+
+  const layersById = new Map<string, number>(
+    getDeckLayerSnapshot().map((layer) => [layer.id, layer.dataCount])
+  );
+
+  for (const expectedLayerId of scenario.expectedDeckLayers) {
+    if ((layersById.get(expectedLayerId) ?? 0) <= 0) {
+      return false;
+    }
+  }
+
+  for (const selector of scenario.expectedSelectors) {
+    if (document.querySelectorAll(selector).length <= 0) {
+      return false;
+    }
+  }
+
+  return true;
+};
+
+const getCyberTooltipHtml = (indicator: string): string => {
+  const tooltip = internals.getTooltip?.({
+    object: {
+      indicator,
+      severity: 'high',
+      source: 'feodo',
+    },
+    layer: { id: 'cyber-threats-layer' },
+  });
+  return typeof tooltip?.html === 'string' ? tooltip.html : '';
+};
+
+seedAllDynamicData();
+
+let ready = false;
+const pollReady = (): void => {
+  const hasCanvas = Boolean(document.querySelector('#deckgl-basemap canvas'));
+  const maplibreMap = internals.maplibreMap;
+
+  if (hasCanvas && maplibreMap?.isStyleLoaded()) {
+    if (!deterministicVisualModeEnabled) {
+      enableDeterministicVisualMode();
+    }
+    ready = true;
+    return;
+  }
+
+  requestAnimationFrame(pollReady);
+};
+pollReady();
+
+window.__mapHarness = {
+  get ready() {
+    return ready;
+  },
+  variant: SITE_VARIANT === 'tech' ? 'tech' : 'full',
+  seedAllDynamicData,
+  setProtestsScenario: (scenario: Scenario): void => {
+    map.setProtests(buildProtests(scenario));
+  },
+  setPulseProtestsScenario: (scenario: PulseProtestScenario): void => {
+    map.setProtests(buildPulseProtests(scenario));
+  },
+  setNewsPulseScenario,
+  setHotspotActivityScenario: (scenario: 'none' | 'breaking'): void => {
+    map.updateHotspotActivity(buildHotspotActivityNews(scenario));
+  },
+  forcePulseStartupElapsed: (): void => {
+    internals.startupTime = Date.now() - 61_000;
+  },
+  resetPulseStartupTime: (): void => {
+    internals.startupTime = Date.now();
+  },
+  isPulseAnimationRunning: (): boolean => {
+    return internals.newsPulseIntervalId != null;
+  },
+  setZoom: (zoom: number): void => {
+    map.setZoom(zoom);
+    map.render();
+  },
+  setLayersForSnapshot,
+  setCamera,
+  enableDeterministicVisualMode,
+  getVisualScenarios: (): VisualScenarioSummary[] => {
+    const variant = SITE_VARIANT === 'tech' ? 'tech' : 'full';
+    return filterScenariosForVariant(variant).map((scenario) => ({
+      id: scenario.id,
+      variant: scenario.variant,
+    }));
+  },
+  prepareVisualScenario,
+  isVisualScenarioReady,
+  getDeckLayerSnapshot,
+  getOverlaySnapshot,
+  getCyberTooltipHtml,
+  getClusterStateSize: (): number => {
+    return internals.lastClusterState?.size ?? -1;
+  },
+  destroy: (): void => {
+    map.destroy();
+  },
+};
diff --git a/src/main.ts b/src/main.ts
index 5d7c92aa3..93ecf8cfe 100644
--- a/src/main.ts
+++ b/src/main.ts
@@ -1,5 +1,46 @@
 import './styles/main.css';
+import 'maplibre-gl/dist/maplibre-gl.css';
+import { inject } from '@vercel/analytics';
 import { App } from './App';
+import { debugInjectTestEvents, debugGetCells, getCellCount } from '@/services/geo-convergence';
+import { initMetaTags } from '@/services/meta-tags';
+import { installRuntimeFetchPatch } from '@/services/runtime';
+import { loadDesktopSecrets } from '@/services/runtime-config';
+
+// Initialize Vercel Analytics
+inject();
+
+// Initialize dynamic meta tags for sharing
+initMetaTags();
+
+// In desktop mode, route /api/* calls to the local Tauri sidecar backend.
+installRuntimeFetchPatch();
+void loadDesktopSecrets();
 
 const app = new App('app');
 app.init().catch(console.error);
+
+// Debug helpers for geo-convergence testing (remove in production)
+(window as unknown as Record<string, unknown>).geoDebug = {
+  inject: debugInjectTestEvents,
+  cells: debugGetCells,
+  count: getCellCount,
+};
+
+if (!('__TAURI_INTERNALS__' in window) && !('__TAURI__' in window)) {
+  import('virtual:pwa-register').then(({ registerSW }) => {
+    registerSW({
+      onRegisteredSW(_swUrl, registration) {
+        if (registration) {
+          setInterval(async () => {
+            if (!navigator.onLine) return;
+            try { await registration.update(); } catch {}
+          }, 60 * 60 * 1000);
+        }
+      },
+      onOfflineReady() {
+        console.log('[PWA] App ready for offline use');
+      },
+    });
+  });
+}
diff --git a/src/pwa.d.ts b/src/pwa.d.ts
new file mode 100644
index 000000000..8a8e44092
--- /dev/null
+++ b/src/pwa.d.ts
@@ -0,0 +1,8 @@
+declare module 'virtual:pwa-register' {
+  export interface RegisterSWOptions {
+    onRegisteredSW?: (swUrl: string, registration: ServiceWorkerRegistration | undefined) => void;
+    onOfflineReady?: () => void;
+    onNeedRefresh?: () => void;
+  }
+  export function registerSW(options?: RegisterSWOptions): (reloadPage?: boolean) => Promise<void>;
+}
diff --git a/src/services/activity-tracker.ts b/src/services/activity-tracker.ts
new file mode 100644
index 000000000..36e0af0b3
--- /dev/null
+++ b/src/services/activity-tracker.ts
@@ -0,0 +1,227 @@
+/**
+ * Activity Tracker Service
+ * Tracks new items in panels to show "new" badges and highlights.
+ */
+
+export interface ActivityState {
+  /** IDs of items the user has "seen" (panel was visible or scrolled to) */
+  seenIds: Set<string>;
+  /** When items were first observed (for fading "NEW" tags) */
+  firstSeenTime: Map<string, number>;
+  /** Count of new items since last panel focus */
+  newCount: number;
+  /** Timestamp of last user interaction with this panel */
+  lastInteraction: number;
+}
+
+/** Duration to show "NEW" tag on items (2 minutes) */
+export const NEW_TAG_DURATION_MS = 2 * 60 * 1000;
+
+/** Duration for highlight glow effect (30 seconds) */
+export const HIGHLIGHT_DURATION_MS = 30 * 1000;
+
+class ActivityTracker {
+  private panels: Map<string, ActivityState> = new Map();
+  private observers: Map<string, IntersectionObserver> = new Map();
+  private onChangeCallbacks: Map<string, (newCount: number) => void> = new Map();
+
+  /**
+   * Initialize tracking for a panel
+   */
+  register(panelId: string): void {
+    if (!this.panels.has(panelId)) {
+      this.panels.set(panelId, {
+        seenIds: new Set(),
+        firstSeenTime: new Map(),
+        newCount: 0,
+        lastInteraction: Date.now(),
+      });
+    }
+  }
+
+  /**
+   * Update items for a panel and compute new item count
+   * @returns Array of new item IDs (items not seen before)
+   */
+  updateItems(panelId: string, itemIds: string[]): string[] {
+    this.register(panelId);
+    const state = this.panels.get(panelId)!;
+    const now = Date.now();
+    const newItems: string[] = [];
+
+    for (const id of itemIds) {
+      // Track when we first saw this item
+      if (!state.firstSeenTime.has(id)) {
+        state.firstSeenTime.set(id, now);
+      }
+
+      // If not in seenIds, it's "new" to the user
+      if (!state.seenIds.has(id)) {
+        newItems.push(id);
+      }
+    }
+
+    // Update new count (items present but not seen)
+    state.newCount = newItems.length;
+
+    // Notify listeners of change
+    const callback = this.onChangeCallbacks.get(panelId);
+    if (callback) {
+      callback(state.newCount);
+    }
+
+    // Clean up old entries (items no longer present)
+    const currentIds = new Set(itemIds);
+    for (const id of state.firstSeenTime.keys()) {
+      if (!currentIds.has(id)) {
+        state.firstSeenTime.delete(id);
+        state.seenIds.delete(id);
+      }
+    }
+
+    return newItems;
+  }
+
+  /**
+   * Mark all current items as "seen" (user interacted with panel)
+   */
+  markAsSeen(panelId: string): void {
+    const state = this.panels.get(panelId);
+    if (!state) return;
+
+    // Add all currently tracked items to seen set
+    for (const id of state.firstSeenTime.keys()) {
+      state.seenIds.add(id);
+    }
+
+    state.newCount = 0;
+    state.lastInteraction = Date.now();
+
+    // Notify listeners
+    const callback = this.onChangeCallbacks.get(panelId);
+    if (callback) {
+      callback(0);
+    }
+  }
+
+  /**
+   * Get new item count for a panel
+   */
+  getNewCount(panelId: string): number {
+    return this.panels.get(panelId)?.newCount ?? 0;
+  }
+
+  /**
+   * Check if an item should show the "NEW" tag (within NEW_TAG_DURATION_MS of first seen)
+   */
+  isNewItem(panelId: string, itemId: string): boolean {
+    const state = this.panels.get(panelId);
+    if (!state) return false;
+
+    const firstSeen = state.firstSeenTime.get(itemId);
+    if (!firstSeen) return false;
+
+    return Date.now() - firstSeen < NEW_TAG_DURATION_MS;
+  }
+
+  /**
+   * Check if an item should show highlight glow (within HIGHLIGHT_DURATION_MS)
+   */
+  shouldHighlight(panelId: string, itemId: string): boolean {
+    const state = this.panels.get(panelId);
+    if (!state) return false;
+
+    // Only highlight if not yet seen by user
+    if (state.seenIds.has(itemId)) return false;
+
+    const firstSeen = state.firstSeenTime.get(itemId);
+    if (!firstSeen) return false;
+
+    return Date.now() - firstSeen < HIGHLIGHT_DURATION_MS;
+  }
+
+  /**
+   * Get relative time string for when an item was first seen
+   */
+  getRelativeTime(panelId: string, itemId: string): string {
+    const state = this.panels.get(panelId);
+    if (!state) return '';
+
+    const firstSeen = state.firstSeenTime.get(itemId);
+    if (!firstSeen) return '';
+
+    const elapsed = Date.now() - firstSeen;
+
+    if (elapsed < 60000) {
+      return 'just now';
+    } else if (elapsed < 3600000) {
+      const mins = Math.floor(elapsed / 60000);
+      return `${mins}m ago`;
+    } else {
+      const hours = Math.floor(elapsed / 3600000);
+      return `${hours}h ago`;
+    }
+  }
+
+  /**
+   * Register a callback for when new count changes
+   */
+  onChange(panelId: string, callback: (newCount: number) => void): void {
+    this.onChangeCallbacks.set(panelId, callback);
+  }
+
+  /**
+   * Set up IntersectionObserver to auto-mark panel as seen when visible
+   */
+  observePanel(panelId: string, element: HTMLElement): void {
+    // Clean up existing observer
+    this.observers.get(panelId)?.disconnect();
+
+    const observer = new IntersectionObserver(
+      (entries) => {
+        for (const entry of entries) {
+          if (entry.isIntersecting && entry.intersectionRatio > 0.5) {
+            // Panel is more than 50% visible - mark as seen
+            this.markAsSeen(panelId);
+          }
+        }
+      },
+      { threshold: 0.5 }
+    );
+
+    observer.observe(element);
+    this.observers.set(panelId, observer);
+  }
+
+  /**
+   * Stop observing a panel
+   */
+  unobservePanel(panelId: string): void {
+    this.observers.get(panelId)?.disconnect();
+    this.observers.delete(panelId);
+  }
+
+  /**
+   * Unregister a panel completely (cleanup for component destruction)
+   */
+  unregister(panelId: string): void {
+    this.unobservePanel(panelId);
+    this.onChangeCallbacks.delete(panelId);
+    this.panels.delete(panelId);
+  }
+
+  /**
+   * Clear all tracking data
+   */
+  clear(): void {
+    for (const observer of this.observers.values()) {
+      observer.disconnect();
+    }
+    this.observers.clear();
+    this.panels.clear();
+    this.onChangeCallbacks.clear();
+  }
+}
+
+// Singleton instance
+export const activityTracker = new ActivityTracker();
diff --git a/src/services/ais.ts b/src/services/ais.ts
index 8bdabef3e..73a92bf27 100644
--- a/src/services/ais.ts
+++ b/src/services/ais.ts
@@ -1,349 +1,288 @@
 import type { AisDisruptionEvent, AisDensityZone } from '@/types';
+import { dataFreshness } from './data-freshness';
+import { isFeatureAvailable } from './runtime-config';
+
+const wsRelayUrl = import.meta.env.VITE_WS_RELAY_URL || '';
+const RAILWAY_SNAPSHOT_URL = wsRelayUrl
+  ? wsRelayUrl.replace('wss://', 'https://').replace('ws://', 'http://').replace(/\/$/, '') + '/ais/snapshot'
+  : '';
+const VERCEL_SNAPSHOT_API = '/api/ais-snapshot';
+const LOCAL_SNAPSHOT_FALLBACK = 'http://localhost:3004/ais/snapshot';
+const SNAPSHOT_POLL_INTERVAL_MS = 10 * 1000;
+const SNAPSHOT_STALE_MS = 20 * 1000;
+const CALLBACK_RETENTION_MS = 2 * 60 * 60 * 1000; // 2 hours
+const MAX_CALLBACK_TRACKED_VESSELS = 20000;
+
+const isClientRuntime = typeof window !== 'undefined';
+const isLocalhost = isClientRuntime && window.location.hostname === 'localhost';
+// Snapshot polling no longer requires exposing relay URL to the browser.
+// Use VITE_ENABLE_AIS=false to disable the AIS feature client-side.
+const aisConfigured = isClientRuntime && import.meta.env.VITE_ENABLE_AIS !== 'false';
+
+export function isAisConfigured(): boolean {
+  return aisConfigured && isFeatureAvailable('aisRelay');
+}
 
-const AISSTREAM_URL = 'wss://stream.aisstream.io/v0/stream';
-
-// Grid cell size for density aggregation (degrees)
-const GRID_SIZE = 2;
-// Time window for density calculation (ms)
-const DENSITY_WINDOW = 30 * 60 * 1000; // 30 minutes
-// Gap threshold for disruption detection (ms)
-const GAP_THRESHOLD = 60 * 60 * 1000; // 1 hour without signal = potential dark ship
-
-interface VesselPosition {
+export interface AisPositionData {
   mmsi: string;
   name: string;
   lat: number;
   lon: number;
-  timestamp: number;
   shipType?: number;
+  heading?: number;
+  speed?: number;
+  course?: number;
 }
 
-interface GridCell {
-  lat: number;
-  lon: number;
-  vessels: Set<string>;
-  lastUpdate: number;
-  previousCount: number;
+interface SnapshotStatus {
+  connected: boolean;
+  vessels: number;
+  messages: number;
 }
 
-// In-memory vessel tracking
-const vessels = new Map<string, VesselPosition>();
-const densityGrid = new Map<string, GridCell>();
-const vesselHistory = new Map<string, number[]>(); // MMSI -> last seen timestamps
-
-let socket: WebSocket | null = null;
-let reconnectTimeout: ReturnType<typeof setTimeout> | null = null;
-let apiKey: string | null = null;
-let isConnected = false;
-let messageCount = 0;
-
-// Regions of interest for monitoring
-const CHOKEPOINTS = [
-  { name: 'Strait of Hormuz', lat: 26.5, lon: 56.5, radius: 2 },
-  { name: 'Suez Canal', lat: 30.0, lon: 32.5, radius: 1 },
-  { name: 'Strait of Malacca', lat: 2.5, lon: 101.5, radius: 2 },
-  { name: 'Bab el-Mandeb', lat: 12.5, lon: 43.5, radius: 1.5 },
-  { name: 'Panama Canal', lat: 9.0, lon: -79.5, radius: 1 },
-  { name: 'Taiwan Strait', lat: 24.5, lon: 119.5, radius: 2 },
-  { name: 'South China Sea', lat: 15.0, lon: 115.0, radius: 5 },
-  { name: 'Black Sea', lat: 43.5, lon: 34.0, radius: 3 },
-];
-
-function getGridKey(lat: number, lon: number): string {
-  const gridLat = Math.floor(lat / GRID_SIZE) * GRID_SIZE;
-  const gridLon = Math.floor(lon / GRID_SIZE) * GRID_SIZE;
-  return `${gridLat},${gridLon}`;
+interface SnapshotCandidateReport extends AisPositionData {
+  timestamp: number;
 }
 
-function processPositionReport(data: {
-  MetaData: { MMSI: number; ShipName: string; latitude: number; longitude: number; time_utc: string };
-  Message: { PositionReport?: { Latitude: number; Longitude: number } };
-}): void {
-  const meta = data.MetaData;
-  const pos = data.Message.PositionReport;
+interface AisSnapshotResponse {
+  sequence?: number;
+  timestamp?: string;
+  status?: {
+    connected?: boolean;
+    vessels?: number;
+    messages?: number;
+  };
+  disruptions?: AisDisruptionEvent[];
+  density?: AisDensityZone[];
+  candidateReports?: SnapshotCandidateReport[];
+}
 
-  if (!meta || !pos) return;
+type AisCallback = (data: AisPositionData) => void;
+const positionCallbacks = new Set<AisCallback>();
+const lastCallbackTimestampByMmsi = new Map<string, number>();
+
+let pollInterval: ReturnType<typeof setInterval> | null = null;
+let inFlight = false;
+let isPolling = false;
+let lastPollAt = 0;
+let lastSequence = 0;
+
+let latestDisruptions: AisDisruptionEvent[] = [];
+let latestDensity: AisDensityZone[] = [];
+let latestStatus: SnapshotStatus = {
+  connected: false,
+  vessels: 0,
+  messages: 0,
+};
+
+function shouldIncludeCandidates(): boolean {
+  return positionCallbacks.size > 0;
+}
 
-  const mmsi = String(meta.MMSI);
-  const lat = pos.Latitude ?? meta.latitude;
-  const lon = pos.Longitude ?? meta.longitude;
-  const now = Date.now();
+function parseSnapshot(data: unknown): {
+  sequence: number;
+  status: SnapshotStatus;
+  disruptions: AisDisruptionEvent[];
+  density: AisDensityZone[];
+  candidateReports: SnapshotCandidateReport[];
+} | null {
+  if (!data || typeof data !== 'object') return null;
+  const raw = data as AisSnapshotResponse;
 
-  if (!Number.isFinite(lat) || !Number.isFinite(lon)) return;
-
-  // Update vessel position
-  vessels.set(mmsi, {
-    mmsi,
-    name: meta.ShipName || `Vessel ${mmsi}`,
-    lat,
-    lon,
-    timestamp: now,
-  });
-
-  // Track vessel history for gap detection
-  const history = vesselHistory.get(mmsi) || [];
-  history.push(now);
-  if (history.length > 10) history.shift();
-  vesselHistory.set(mmsi, history);
-
-  // Update density grid
-  const gridKey = getGridKey(lat, lon);
-  let cell = densityGrid.get(gridKey);
-  if (!cell) {
-    cell = {
-      lat: Math.floor(lat / GRID_SIZE) * GRID_SIZE + GRID_SIZE / 2,
-      lon: Math.floor(lon / GRID_SIZE) * GRID_SIZE + GRID_SIZE / 2,
-      vessels: new Set(),
-      lastUpdate: now,
-      previousCount: 0,
-    };
-    densityGrid.set(gridKey, cell);
-  }
-  cell.vessels.add(mmsi);
-  cell.lastUpdate = now;
+  if (!Array.isArray(raw.disruptions) || !Array.isArray(raw.density)) return null;
 
-  messageCount++;
+  const status = raw.status || {};
+  return {
+    sequence: Number.isFinite(raw.sequence as number) ? Number(raw.sequence) : 0,
+    status: {
+      connected: Boolean(status.connected),
+      vessels: Number.isFinite(status.vessels as number) ? Number(status.vessels) : 0,
+      messages: Number.isFinite(status.messages as number) ? Number(status.messages) : 0,
+    },
+    disruptions: raw.disruptions,
+    density: raw.density,
+    candidateReports: Array.isArray(raw.candidateReports) ? raw.candidateReports : [],
+  };
 }
 
-function handleMessage(event: MessageEvent): void {
-  try {
-    const data = JSON.parse(event.data);
+async function fetchSnapshotPayload(includeCandidates: boolean): Promise<unknown> {
+  const query = `?candidates=${includeCandidates ? 'true' : 'false'}`;
 
-    if (data.MessageType === 'PositionReport') {
-      processPositionReport(data);
-    }
-  } catch (e) {
-    // Ignore parse errors
-  }
-}
-
-function connect(): void {
-  if (!apiKey) {
-    console.warn('[AIS] No API key configured. Set VITE_AISSTREAM_API_KEY to enable live AIS data.');
-    return;
+  if (RAILWAY_SNAPSHOT_URL) {
+    try {
+      const railway = await fetch(`${RAILWAY_SNAPSHOT_URL}${query}`, { headers: { Accept: 'application/json' } });
+      if (railway.ok) return railway.json();
+    } catch { /* Railway unavailable — fall through */ }
   }
 
-  if (socket?.readyState === WebSocket.OPEN) return;
+  const primary = await fetch(`${VERCEL_SNAPSHOT_API}${query}`, { headers: { Accept: 'application/json' } });
+  if (primary.ok) return primary.json();
 
-  try {
-    socket = new WebSocket(AISSTREAM_URL);
-
-    socket.onopen = () => {
-      console.log('[AIS] Connected to aisstream.io');
-      isConnected = true;
-
-      // Subscribe to global position reports (all vessels)
-      const subscription = {
-        APIKey: apiKey,
-        BoundingBoxes: [[[-90, -180], [90, 180]]],
-        FilterMessageTypes: ['PositionReport'],
-      };
-      socket?.send(JSON.stringify(subscription));
-    };
-
-    socket.onmessage = handleMessage;
-
-    socket.onclose = () => {
-      console.log('[AIS] Disconnected from aisstream.io');
-      isConnected = false;
-      scheduleReconnect();
-    };
-
-    socket.onerror = (error) => {
-      console.warn('[AIS] WebSocket error:', error);
-      isConnected = false;
-    };
-  } catch (e) {
-    console.warn('[AIS] Failed to connect:', e);
-    scheduleReconnect();
+  if (isLocalhost) {
+    const local = await fetch(`${LOCAL_SNAPSHOT_FALLBACK}${query}`, { headers: { Accept: 'application/json' } });
+    if (local.ok) return local.json();
   }
-}
 
-function scheduleReconnect(): void {
-  if (reconnectTimeout) return;
-  reconnectTimeout = setTimeout(() => {
-    reconnectTimeout = null;
-    connect();
-  }, 30000); // Reconnect after 30s
+  throw new Error(`AIS snapshot HTTP ${primary.status}`);
 }
 
-function cleanupOldData(): void {
-  const now = Date.now();
-  const cutoff = now - DENSITY_WINDOW;
+function pruneCallbackTimestampIndex(now: number): void {
+  if (lastCallbackTimestampByMmsi.size <= MAX_CALLBACK_TRACKED_VESSELS) {
+    return;
+  }
 
-  // Remove old vessel positions
-  for (const [mmsi, vessel] of vessels) {
-    if (vessel.timestamp < cutoff) {
-      vessels.delete(mmsi);
+  const threshold = now - CALLBACK_RETENTION_MS;
+  for (const [mmsi, ts] of lastCallbackTimestampByMmsi) {
+    if (ts < threshold) {
+      lastCallbackTimestampByMmsi.delete(mmsi);
     }
   }
 
-  // Update grid cells
-  for (const [key, cell] of densityGrid) {
-    cell.previousCount = cell.vessels.size;
-
-    // Remove vessels not seen recently from this cell
-    for (const mmsi of cell.vessels) {
-      const vessel = vessels.get(mmsi);
-      if (!vessel || vessel.timestamp < cutoff) {
-        cell.vessels.delete(mmsi);
-      }
-    }
+  if (lastCallbackTimestampByMmsi.size <= MAX_CALLBACK_TRACKED_VESSELS) {
+    return;
+  }
 
-    // Remove empty cells
-    if (cell.vessels.size === 0 && now - cell.lastUpdate > DENSITY_WINDOW * 2) {
-      densityGrid.delete(key);
-    }
+  const oldest = Array.from(lastCallbackTimestampByMmsi.entries())
+    .sort((a, b) => a[1] - b[1]);
+  const toDelete = lastCallbackTimestampByMmsi.size - MAX_CALLBACK_TRACKED_VESSELS;
+  for (let i = 0; i < toDelete; i++) {
+    const entry = oldest[i];
+    if (!entry) break;
+    lastCallbackTimestampByMmsi.delete(entry[0]);
   }
 }
 
-function detectDisruptions(): AisDisruptionEvent[] {
-  const disruptions: AisDisruptionEvent[] = [];
+function emitCandidateReports(reports: SnapshotCandidateReport[]): void {
+  if (positionCallbacks.size === 0 || reports.length === 0) return;
   const now = Date.now();
 
-  // Check chokepoints for congestion
-  for (const chokepoint of CHOKEPOINTS) {
-    let vesselCount = 0;
-    const nearbyVessels: string[] = [];
-
-    for (const vessel of vessels.values()) {
-      const distance = Math.sqrt(
-        Math.pow(vessel.lat - chokepoint.lat, 2) +
-        Math.pow(vessel.lon - chokepoint.lon, 2)
-      );
-      if (distance <= chokepoint.radius) {
-        vesselCount++;
-        nearbyVessels.push(vessel.mmsi);
-      }
-    }
+  for (const report of reports) {
+    if (!report?.mmsi || !Number.isFinite(report.lat) || !Number.isFinite(report.lon)) continue;
+
+    const reportTs = Number.isFinite(report.timestamp) ? Number(report.timestamp) : now;
+    const lastTs = lastCallbackTimestampByMmsi.get(report.mmsi) || 0;
+    if (reportTs <= lastTs) continue;
+
+    lastCallbackTimestampByMmsi.set(report.mmsi, reportTs);
+    const callbackData: AisPositionData = {
+      mmsi: report.mmsi,
+      name: report.name || '',
+      lat: report.lat,
+      lon: report.lon,
+      shipType: report.shipType,
+      heading: report.heading,
+      speed: report.speed,
+      course: report.course,
+    };
 
-    // Detect congestion (threshold varies by chokepoint)
-    const baseThreshold = chokepoint.radius * 20;
-    if (vesselCount > baseThreshold) {
-      const severity = vesselCount > baseThreshold * 2 ? 'high' :
-                       vesselCount > baseThreshold * 1.5 ? 'elevated' : 'low';
-
-      disruptions.push({
-        id: `chokepoint-${chokepoint.name.toLowerCase().replace(/\s+/g, '-')}`,
-        name: chokepoint.name,
-        type: 'chokepoint_congestion',
-        lat: chokepoint.lat,
-        lon: chokepoint.lon,
-        severity,
-        changePct: Math.round((vesselCount / baseThreshold - 1) * 100),
-        windowHours: 1,
-        vesselCount,
-        region: chokepoint.name,
-        description: `${vesselCount} vessels detected in ${chokepoint.name} region`,
-      });
+    for (const callback of positionCallbacks) {
+      try {
+        callback(callbackData);
+      } catch {
+        // Ignore callback errors
+      }
     }
   }
 
-  // Check for AIS gap spikes (dark ships)
-  let darkShipCount = 0;
-  for (const [, history] of vesselHistory) {
-    if (history.length >= 2) {
-      const lastSeen = history[history.length - 1]!;
-      const secondLast = history[history.length - 2]!;
+  pruneCallbackTimestampIndex(now);
+}
+
+async function pollSnapshot(force = false): Promise<void> {
+  if (!isAisConfigured()) return;
+  if (inFlight && !force) return;
 
-      // If there was a long gap and vessel just reappeared
-      if (lastSeen - secondLast > GAP_THRESHOLD && now - lastSeen < 10 * 60 * 1000) {
-        darkShipCount++;
+  inFlight = true;
+  try {
+    const includeCandidates = shouldIncludeCandidates();
+    const payload = await fetchSnapshotPayload(includeCandidates);
+    const snapshot = parseSnapshot(payload);
+    if (!snapshot) throw new Error('Invalid snapshot payload');
+
+    latestDisruptions = snapshot.disruptions;
+    latestDensity = snapshot.density;
+    latestStatus = snapshot.status;
+    lastPollAt = Date.now();
+
+    if (includeCandidates) {
+      if (snapshot.sequence > lastSequence) {
+        emitCandidateReports(snapshot.candidateReports);
+        lastSequence = snapshot.sequence;
+      } else if (lastSequence === 0) {
+        emitCandidateReports(snapshot.candidateReports);
+        lastSequence = snapshot.sequence;
       }
+    } else {
+      lastSequence = snapshot.sequence;
     }
-  }
 
-  if (darkShipCount > 5) {
-    disruptions.push({
-      id: 'global-gap-spike',
-      name: 'AIS Gap Spike Detected',
-      type: 'gap_spike',
-      lat: 0,
-      lon: 0,
-      severity: darkShipCount > 20 ? 'high' : darkShipCount > 10 ? 'elevated' : 'low',
-      changePct: darkShipCount * 10,
-      windowHours: 1,
-      darkShips: darkShipCount,
-      description: `${darkShipCount} vessels returned after extended AIS silence`,
-    });
+    const itemCount = latestDisruptions.length + latestDensity.length;
+    if (itemCount > 0 || latestStatus.vessels > 0) {
+      dataFreshness.recordUpdate('ais', itemCount > 0 ? itemCount : latestStatus.vessels);
+    }
+  } catch {
+    latestStatus.connected = false;
+  } finally {
+    inFlight = false;
   }
-
-  return disruptions;
 }
 
-function calculateDensityZones(): AisDensityZone[] {
-  const zones: AisDensityZone[] = [];
-  const maxVessels = Math.max(1, ...Array.from(densityGrid.values()).map(c => c.vessels.size));
-
-  for (const [key, cell] of densityGrid) {
-    if (cell.vessels.size < 3) continue; // Skip sparse cells
-
-    const intensity = cell.vessels.size / maxVessels;
-    const deltaPct = cell.previousCount > 0
-      ? Math.round(((cell.vessels.size - cell.previousCount) / cell.previousCount) * 100)
-      : 0;
-
-    zones.push({
-      id: `density-${key}`,
-      name: `Zone ${key}`,
-      lat: cell.lat,
-      lon: cell.lon,
-      intensity,
-      deltaPct,
-      shipsPerDay: cell.vessels.size * 48, // Extrapolate from 30min window
-      note: cell.vessels.size >= 10 ? 'High traffic area' : undefined,
-    });
-  }
-
-  // Sort by intensity and return top zones
-  return zones.sort((a, b) => b.intensity - a.intensity).slice(0, 50);
+function startPolling(): void {
+  if (isPolling || !isAisConfigured()) return;
+  isPolling = true;
+  void pollSnapshot(true);
+  pollInterval = setInterval(() => {
+    void pollSnapshot(false);
+  }, SNAPSHOT_POLL_INTERVAL_MS);
 }
 
-export function initAisStream(key?: string): void {
-  apiKey = key || import.meta.env.VITE_AISSTREAM_API_KEY || null;
+export function registerAisCallback(callback: AisCallback): void {
+  positionCallbacks.add(callback);
+  startPolling();
+}
 
-  if (!apiKey) {
-    console.warn('[AIS] No API key provided. Get a free key at https://aisstream.io');
-    return;
+export function unregisterAisCallback(callback: AisCallback): void {
+  positionCallbacks.delete(callback);
+  if (positionCallbacks.size === 0) {
+    lastCallbackTimestampByMmsi.clear();
   }
+}
 
-  connect();
-
-  // Cleanup old data periodically
-  setInterval(cleanupOldData, 60 * 1000);
+export function initAisStream(): void {
+  startPolling();
 }
 
 export function disconnectAisStream(): void {
-  if (socket) {
-    socket.close();
-    socket = null;
-  }
-  if (reconnectTimeout) {
-    clearTimeout(reconnectTimeout);
-    reconnectTimeout = null;
+  if (pollInterval) {
+    clearInterval(pollInterval);
+    pollInterval = null;
   }
-  isConnected = false;
+  isPolling = false;
+  inFlight = false;
+  latestStatus.connected = false;
 }
 
 export function getAisStatus(): { connected: boolean; vessels: number; messages: number } {
+  const isFresh = Date.now() - lastPollAt <= SNAPSHOT_STALE_MS;
   return {
-    connected: isConnected,
-    vessels: vessels.size,
-    messages: messageCount,
+    connected: latestStatus.connected && isFresh,
+    vessels: latestStatus.vessels,
+    messages: latestStatus.messages,
   };
 }
 
 export async function fetchAisSignals(): Promise<{ disruptions: AisDisruptionEvent[]; density: AisDensityZone[] }> {
-  // Initialize stream if not already running
-  if (!socket && apiKey) {
-    connect();
+  if (!aisConfigured) {
+    return { disruptions: [], density: [] };
   }
 
-  // Return aggregated data from in-memory tracking
-  cleanupOldData();
+  startPolling();
+  const shouldRefresh = Date.now() - lastPollAt > SNAPSHOT_STALE_MS;
+  if (shouldRefresh) {
+    await pollSnapshot(true);
+  }
 
   return {
-    disruptions: detectDisruptions(),
-    density: calculateDensityZones(),
+    disruptions: latestDisruptions,
+    density: latestDensity,
   };
 }
diff --git a/src/services/analysis-core.ts b/src/services/analysis-core.ts
new file mode 100644
index 000000000..7ca8624bc
--- /dev/null
+++ b/src/services/analysis-core.ts
@@ -0,0 +1,687 @@
+/**
+ * Core analysis functions shared between main thread and worker.
+ * All functions here are PURE (no side effects, no external state).
+ *
+ * This module is the single source of truth for:
+ * - News clustering algorithm
+ * - Correlation signal detection algorithms
+ *
+ * Both the main-thread services and the Web Worker import from here.
+ */
+
+import {
+  SIMILARITY_THRESHOLD,
+  PREDICTION_SHIFT_THRESHOLD,
+  MARKET_MOVE_THRESHOLD,
+  NEWS_VELOCITY_THRESHOLD,
+  FLOW_PRICE_THRESHOLD,
+  ENERGY_COMMODITY_SYMBOLS,
+  PIPELINE_KEYWORDS,
+  FLOW_DROP_KEYWORDS,
+  TOPIC_KEYWORDS,
+  SUPPRESSED_TRENDING_TERMS,
+  tokenize,
+  jaccardSimilarity,
+  includesKeyword,
+  containsTopicKeyword,
+  findRelatedTopics,
+  generateSignalId,
+  generateDedupeKey,
+} from '@/utils/analysis-constants';
+
+import {
+  extractEntitiesFromClusters,
+  findNewsForMarketSymbol,
+} from './entity-extraction';
+import { getEntityIndex } from './entity-index';
+import { aggregateThreats } from './threat-classifier';
+
+const TOPIC_BASELINE_WINDOW_MS = 7 * 24 * 60 * 60 * 1000;
+const TOPIC_BASELINE_SPIKE_MULTIPLIER = 3;
+const TOPIC_HISTORY_MAX_POINTS = 1000;
+
+interface TopicVelocityPoint {
+  timestamp: number;
+  velocity: number;
+}
+
+// Re-export for convenience
+export {
+  SIMILARITY_THRESHOLD,
+  tokenize,
+  jaccardSimilarity,
+  generateSignalId,
+  generateDedupeKey,
+};
+
+// ============================================================================
+// TYPES
+// ============================================================================
+
+export interface NewsItemCore {
+  source: string;
+  title: string;
+  link: string;
+  pubDate: Date;
+  isAlert: boolean;
+  monitorColor?: string;
+  tier?: number;
+  threat?: import('./threat-classifier').ThreatClassification;
+  lat?: number;
+  lon?: number;
+  locationName?: string;
+}
+
+export type NewsItemWithTier = NewsItemCore & { tier: number };
+
+export interface ClusteredEventCore {
+  id: string;
+  primaryTitle: string;
+  primarySource: string;
+  primaryLink: string;
+  sourceCount: number;
+  topSources: Array<{ name: string; tier: number; url: string }>;
+  allItems: NewsItemCore[];
+  firstSeen: Date;
+  lastUpdated: Date;
+  isAlert: boolean;
+  monitorColor?: string;
+  velocity?: { sourcesPerHour?: number };
+  threat?: import('./threat-classifier').ThreatClassification;
+  lat?: number;
+  lon?: number;
+}
+
+export interface PredictionMarketCore {
+  title: string;
+  yesPrice: number;
+  volume?: number;
+}
+
+export interface MarketDataCore {
+  symbol: string;
+  name: string;
+  display: string;
+  price: number | null;
+  change: number | null;
+}
+
+export type SignalType =
+  | 'prediction_leads_news'
+  | 'news_leads_markets'
+  | 'silent_divergence'
+  | 'velocity_spike'
+  | 'keyword_spike'
+  | 'convergence'
+  | 'triangulation'
+  | 'flow_drop'
+  | 'flow_price_divergence'
+  | 'geo_convergence'
+  | 'explained_market_move'
+  | 'hotspot_escalation'
+  | 'sector_cascade'
+  | 'military_surge';
+
+export interface CorrelationSignalCore {
+  id: string;
+  type: SignalType;
+  title: string;
+  description: string;
+  confidence: number;
+  timestamp: Date;
+  data: {
+    newsVelocity?: number;
+    marketChange?: number;
+    predictionShift?: number;
+    relatedTopics?: string[];
+    correlatedEntities?: string[];
+    correlatedNews?: string[];
+    explanation?: string;
+    term?: string;
+    baseline?: number;
+    multiplier?: number;
+    sourceCount?: number;
+  };
+}
+
+export type SourceType = 'wire' | 'gov' | 'intel' | 'mainstream' | 'market' | 'tech' | 'other';
+
+export interface StreamSnapshot {
+  newsVelocity: Map<string, number>;
+  marketChanges: Map<string, number>;
+  predictionChanges: Map<string, number>;
+  topicVelocityHistory: Map<string, TopicVelocityPoint[]>;
+  timestamp: number;
+}
+
+// ============================================================================
+// CLUSTERING FUNCTIONS
+// ============================================================================
+
+function generateClusterId(items: NewsItemWithTier[]): string {
+  const sorted = [...items].sort((a, b) => a.pubDate.getTime() - b.pubDate.getTime());
+  const first = sorted[0]!;
+  return `${first.pubDate.getTime()}-${first.title.slice(0, 20).replace(/\W/g, '')}`;
+}
+
+/**
+ * Cluster news items by title similarity using Jaccard index.
+ * Pure function - no side effects.
+ */
+export function clusterNewsCore(
+  items: NewsItemCore[],
+  getSourceTier: (source: string) => number
+): ClusteredEventCore[] {
+  if (items.length === 0) return [];
+
+  const itemsWithTier: NewsItemWithTier[] = items.map(item => ({
+    ...item,
+    tier: item.tier ?? getSourceTier(item.source),
+  }));
+
+  const tokenCache = new Map<string, Set<string>>();
+  const tokenList: Set<string>[] = [];
+  const invertedIndex = new Map<string, number[]>();
+  for (const item of itemsWithTier) {
+    const tokens = tokenize(item.title);
+    tokenCache.set(item.title, tokens);
+    tokenList.push(tokens);
+  }
+
+  for (let index = 0; index < tokenList.length; index++) {
+    const tokens = tokenList[index]!;
+    for (const token of tokens) {
+      const bucket = invertedIndex.get(token);
+      if (bucket) {
+        bucket.push(index);
+      } else {
+        invertedIndex.set(token, [index]);
+      }
+    }
+  }
+
+  const clusters: NewsItemWithTier[][] = [];
+  const assigned = new Set<number>();
+
+  for (let i = 0; i < itemsWithTier.length; i++) {
+    if (assigned.has(i)) continue;
+
+    const currentItem = itemsWithTier[i]!;
+    const cluster: NewsItemWithTier[] = [currentItem];
+    assigned.add(i);
+    const tokensI = tokenList[i]!;
+
+    const candidateIndices = new Set<number>();
+    for (const token of tokensI) {
+      const bucket = invertedIndex.get(token);
+      if (!bucket) continue;
+      for (const idx of bucket) {
+        if (idx > i) {
+          candidateIndices.add(idx);
+        }
+      }
+    }
+
+    const sortedCandidates = Array.from(candidateIndices).sort((a, b) => a - b);
+    for (const j of sortedCandidates) {
+      if (assigned.has(j)) {
+        continue;
+      }
+
+      const otherItem = itemsWithTier[j]!;
+      const tokensJ = tokenList[j]!;
+      const similarity = jaccardSimilarity(tokensI, tokensJ);
+
+      if (similarity >= SIMILARITY_THRESHOLD) {
+        cluster.push(otherItem);
+        assigned.add(j);
+      }
+    }
+
+    clusters.push(cluster);
+  }
+
+  return clusters.map(cluster => {
+    const sorted = [...cluster].sort((a, b) => {
+      const tierDiff = a.tier - b.tier;
+      if (tierDiff !== 0) return tierDiff;
+      return b.pubDate.getTime() - a.pubDate.getTime();
+    });
+
+    const primary = sorted[0]!;
+    const dates = cluster.map(i => i.pubDate.getTime());
+
+    const topSources = sorted
+      .slice(0, 3)
+      .map(item => ({
+        name: item.source,
+        tier: item.tier,
+        url: item.link,
+      }));
+
+    const threat = aggregateThreats(cluster);
+
+    // Pick most common geo location across items
+    const locItems = cluster.filter((i): i is NewsItemWithTier & { lat: number; lon: number } => i.lat != null && i.lon != null);
+    let clusterLat: number | undefined;
+    let clusterLon: number | undefined;
+    if (locItems.length > 0) {
+      const locCounts = new Map<string, { lat: number; lon: number; count: number }>();
+      for (const li of locItems) {
+        const key = `${li.lat},${li.lon}`;
+        const entry = locCounts.get(key) || { lat: li.lat, lon: li.lon, count: 0 };
+        entry.count++;
+        locCounts.set(key, entry);
+      }
+      const best = Array.from(locCounts.values()).sort((a, b) => b.count - a.count)[0]!;
+      clusterLat = best.lat;
+      clusterLon = best.lon;
+    }
+
+    return {
+      id: generateClusterId(cluster),
+      primaryTitle: primary.title,
+      primarySource: primary.source,
+      primaryLink: primary.link,
+      sourceCount: cluster.length,
+      topSources,
+      allItems: cluster,
+      firstSeen: new Date(Math.min(...dates)),
+      lastUpdated: new Date(Math.max(...dates)),
+      isAlert: cluster.some(i => i.isAlert),
+      monitorColor: cluster.find(i => i.monitorColor)?.monitorColor,
+      threat,
+      ...(clusterLat != null && { lat: clusterLat, lon: clusterLon }),
+    };
+  }).sort((a, b) => b.lastUpdated.getTime() - a.lastUpdated.getTime());
+}
+
+// ============================================================================
+// CORRELATION FUNCTIONS
+// ============================================================================
+
+function extractTopics(events: ClusteredEventCore[]): Map<string, number> {
+  const topics = new Map<string, number>();
+
+  for (const event of events) {
+    const title = event.primaryTitle.toLowerCase();
+    for (const kw of TOPIC_KEYWORDS) {
+      if (SUPPRESSED_TRENDING_TERMS.has(kw)) continue;
+      if (!containsTopicKeyword(title, kw)) continue;
+      const velocity = event.velocity?.sourcesPerHour ?? 0;
+      topics.set(kw, (topics.get(kw) ?? 0) + velocity + event.sourceCount);
+    }
+  }
+
+  return topics;
+}
+
+function pruneVelocityHistory(history: TopicVelocityPoint[], now: number): TopicVelocityPoint[] {
+  return history.filter(point => now - point.timestamp <= TOPIC_BASELINE_WINDOW_MS);
+}
+
+function averageVelocity(history: TopicVelocityPoint[]): number {
+  if (history.length === 0) return 0;
+  const total = history.reduce((sum, point) => sum + point.velocity, 0);
+  return total / history.length;
+}
+
+export function detectPipelineFlowDrops(
+  events: ClusteredEventCore[],
+  isRecentDuplicate: (key: string) => boolean,
+  markSignalSeen: (key: string) => void
+): CorrelationSignalCore[] {
+  const signals: CorrelationSignalCore[] = [];
+
+  for (const event of events) {
+    const titles = [
+      event.primaryTitle,
+      ...(event.allItems?.map(item => item.title) ?? []),
+    ]
+      .map(title => title.toLowerCase())
+      .filter(Boolean);
+
+    const hasPipeline = titles.some(title => includesKeyword(title, PIPELINE_KEYWORDS));
+    const hasFlowDrop = titles.some(title => includesKeyword(title, FLOW_DROP_KEYWORDS));
+
+    if (hasPipeline && hasFlowDrop) {
+      const dedupeKey = generateDedupeKey('flow_drop', event.id, event.sourceCount);
+      if (!isRecentDuplicate(dedupeKey)) {
+        markSignalSeen(dedupeKey);
+        signals.push({
+          id: generateSignalId(),
+          type: 'flow_drop',
+          title: 'Pipeline Flow Drop',
+          description: `"${event.primaryTitle.slice(0, 70)}..." indicates reduced flow or disruption`,
+          confidence: Math.min(0.9, 0.4 + event.sourceCount / 10),
+          timestamp: new Date(),
+          data: {
+            newsVelocity: event.sourceCount,
+            relatedTopics: ['pipeline', 'flow'],
+          },
+        });
+      }
+    }
+  }
+
+  return signals;
+}
+
+export function detectConvergence(
+  events: ClusteredEventCore[],
+  getSourceType: (source: string) => SourceType,
+  isRecentDuplicate: (key: string) => boolean,
+  markSignalSeen: (key: string) => void
+): CorrelationSignalCore[] {
+  const signals: CorrelationSignalCore[] = [];
+  const WINDOW_MS = 60 * 60 * 1000;
+  const now = Date.now();
+
+  for (const event of events) {
+    if (!event.allItems || event.allItems.length < 3) continue;
+
+    const recentItems = event.allItems.filter(
+      item => now - item.pubDate.getTime() < WINDOW_MS
+    );
+    if (recentItems.length < 3) continue;
+
+    const sourceTypes = new Set<SourceType>();
+    for (const item of recentItems) {
+      const type = getSourceType(item.source);
+      sourceTypes.add(type);
+    }
+
+    if (sourceTypes.size >= 3) {
+      const types = Array.from(sourceTypes).filter(t => t !== 'other');
+      const dedupeKey = generateDedupeKey('convergence', event.id, sourceTypes.size);
+
+      if (!isRecentDuplicate(dedupeKey) && types.length >= 3) {
+        markSignalSeen(dedupeKey);
+        signals.push({
+          id: generateSignalId(),
+          type: 'convergence',
+          title: 'Source Convergence',
+          description: `"${event.primaryTitle.slice(0, 50)}..." reported by ${types.join(', ')} (${recentItems.length} sources in 30m)`,
+          confidence: Math.min(0.95, 0.6 + sourceTypes.size * 0.1),
+          timestamp: new Date(),
+          data: {
+            newsVelocity: recentItems.length,
+            relatedTopics: types,
+          },
+        });
+      }
+    }
+  }
+
+  return signals;
+}
+
+export function detectTriangulation(
+  events: ClusteredEventCore[],
+  getSourceType: (source: string) => SourceType,
+  isRecentDuplicate: (key: string) => boolean,
+  markSignalSeen: (key: string) => void
+): CorrelationSignalCore[] {
+  const signals: CorrelationSignalCore[] = [];
+  const CRITICAL_TYPES: SourceType[] = ['wire', 'gov', 'intel'];
+
+  for (const event of events) {
+    if (!event.allItems || event.allItems.length < 3) continue;
+
+    const typePresent = new Set<SourceType>();
+    for (const item of event.allItems) {
+      const t = getSourceType(item.source);
+      if (CRITICAL_TYPES.includes(t)) {
+        typePresent.add(t);
+      }
+    }
+
+    if (typePresent.size === 3) {
+      const dedupeKey = generateDedupeKey('triangulation', event.id, 3);
+
+      if (!isRecentDuplicate(dedupeKey)) {
+        markSignalSeen(dedupeKey);
+        signals.push({
+          id: generateSignalId(),
+          type: 'triangulation',
+          title: 'Intel Triangulation',
+          description: `Wire + Gov + Intel aligned: "${event.primaryTitle.slice(0, 45)}..."`,
+          confidence: 0.9,
+          timestamp: new Date(),
+          data: {
+            newsVelocity: event.sourceCount,
+            relatedTopics: Array.from(typePresent),
+          },
+        });
+      }
+    }
+  }
+
+  return signals;
+}
+
+/**
+ * Analyze correlations between news, predictions, and markets.
+ * Pure function - state management (snapshots, deduplication) handled by caller.
+ */
+export function analyzeCorrelationsCore(
+  events: ClusteredEventCore[],
+  predictions: PredictionMarketCore[],
+  markets: MarketDataCore[],
+  previousSnapshot: StreamSnapshot | null,
+  getSourceType: (source: string) => SourceType,
+  isRecentDuplicate: (key: string) => boolean,
+  markSignalSeen: (key: string) => void
+): { signals: CorrelationSignalCore[]; snapshot: StreamSnapshot } {
+  const signals: CorrelationSignalCore[] = [];
+  const now = Date.now();
+
+  const newsTopics = extractTopics(events);
+  const pipelineFlowSignals = detectPipelineFlowDrops(events, isRecentDuplicate, markSignalSeen);
+  const pipelineFlowMentions = pipelineFlowSignals.length;
+
+  const entityIndex = getEntityIndex();
+  const newsEntityContexts = extractEntitiesFromClusters(events);
+
+  const previousHistory = previousSnapshot?.topicVelocityHistory ?? new Map<string, TopicVelocityPoint[]>();
+  const currentHistory = new Map<string, TopicVelocityPoint[]>();
+  const topicUniverse = new Set<string>([
+    ...previousHistory.keys(),
+    ...newsTopics.keys(),
+  ]);
+
+  for (const topic of topicUniverse) {
+    const prior = pruneVelocityHistory(previousHistory.get(topic) ?? [], now);
+    const updated = [...prior, { timestamp: now, velocity: newsTopics.get(topic) ?? 0 }];
+    if (updated.length > TOPIC_HISTORY_MAX_POINTS) {
+      updated.splice(0, updated.length - TOPIC_HISTORY_MAX_POINTS);
+    }
+    currentHistory.set(topic, updated);
+  }
+
+  const currentSnapshot: StreamSnapshot = {
+    newsVelocity: newsTopics,
+    marketChanges: new Map(markets.map(m => [m.symbol, m.change ?? 0])),
+    predictionChanges: new Map(predictions.map(p => [p.title.slice(0, 50), p.yesPrice])),
+    topicVelocityHistory: currentHistory,
+    timestamp: now,
+  };
+
+  if (!previousSnapshot) {
+    return { signals: [], snapshot: currentSnapshot };
+  }
+
+  // Detect prediction shifts
+  for (const pred of predictions) {
+    const key = pred.title.slice(0, 50);
+    const prev = previousSnapshot.predictionChanges.get(key);
+    if (prev !== undefined) {
+      const shift = Math.abs(pred.yesPrice - prev);
+      if (shift >= PREDICTION_SHIFT_THRESHOLD) {
+        const related = findRelatedTopics(pred.title);
+        const newsActivity = related.reduce((sum, t) => sum + (newsTopics.get(t) ?? 0), 0);
+
+        const dedupeKey = generateDedupeKey('prediction_leads_news', key, shift);
+        if (newsActivity < NEWS_VELOCITY_THRESHOLD && !isRecentDuplicate(dedupeKey)) {
+          markSignalSeen(dedupeKey);
+          signals.push({
+            id: generateSignalId(),
+            type: 'prediction_leads_news',
+            title: 'Prediction Market Shift',
+            description: `"${pred.title.slice(0, 60)}..." moved ${shift > 0 ? '+' : ''}${shift.toFixed(1)}% with low news coverage`,
+            confidence: Math.min(0.9, 0.5 + shift / 20),
+            timestamp: new Date(),
+            data: {
+              predictionShift: shift,
+              newsVelocity: newsActivity,
+              relatedTopics: related,
+            },
+          });
+        }
+      }
+    }
+  }
+
+  // Detect news velocity spikes
+  for (const [topic, velocity] of newsTopics) {
+    if (SUPPRESSED_TRENDING_TERMS.has(topic)) continue;
+    const baselineHistory = pruneVelocityHistory(previousHistory.get(topic) ?? [], now);
+    const baseline = averageVelocity(baselineHistory);
+    const exceedsAbsoluteThreshold = velocity > NEWS_VELOCITY_THRESHOLD * 2;
+    const exceedsBaseline = baseline > 0
+      ? velocity > baseline * TOPIC_BASELINE_SPIKE_MULTIPLIER
+      : exceedsAbsoluteThreshold;
+
+    if (!exceedsAbsoluteThreshold || !exceedsBaseline) continue;
+
+    const multiplier = baseline > 0 ? velocity / baseline : 0;
+    const dedupeKey = generateDedupeKey('velocity_spike', topic, velocity);
+    if (!isRecentDuplicate(dedupeKey)) {
+      markSignalSeen(dedupeKey);
+      const baselineText = baseline > 0
+        ? `${baseline.toFixed(1)} baseline (${multiplier.toFixed(1)}x)`
+        : 'cold-start baseline';
+      signals.push({
+        id: generateSignalId(),
+        type: 'velocity_spike',
+        title: 'News Velocity Spike',
+        description: `"${topic}" coverage surging: ${velocity.toFixed(1)} activity score vs ${baselineText}`,
+        confidence: Math.min(0.9, 0.45 + (multiplier > 0 ? multiplier / 8 : velocity / 18)),
+        timestamp: new Date(),
+        data: {
+          newsVelocity: velocity,
+          relatedTopics: [topic],
+          baseline,
+          multiplier: baseline > 0 ? multiplier : undefined,
+          explanation: baseline > 0
+            ? `Velocity ${velocity.toFixed(1)} is ${multiplier.toFixed(1)}x above baseline ${baseline.toFixed(1)}`
+            : `Velocity ${velocity.toFixed(1)} exceeded cold-start threshold`,
+        },
+      });
+    }
+  }
+
+  // Detect market moves with entity-aware news correlation
+  for (const market of markets) {
+    const change = Math.abs(market.change ?? 0);
+    if (change < MARKET_MOVE_THRESHOLD) continue;
+
+    const entity = entityIndex.byId.get(market.symbol);
+    const relatedNews = findNewsForMarketSymbol(market.symbol, newsEntityContexts);
+
+    if (relatedNews.length > 0) {
+      const topNews = relatedNews[0]!;
+      const dedupeKey = generateDedupeKey('explained_market_move', market.symbol, change);
+      if (!isRecentDuplicate(dedupeKey)) {
+        markSignalSeen(dedupeKey);
+        const direction = market.change! > 0 ? '+' : '';
+        signals.push({
+          id: generateSignalId(),
+          type: 'explained_market_move',
+          title: 'Market Move Explained',
+          description: `${market.name} ${direction}${market.change!.toFixed(2)}% correlates with: "${topNews.title.slice(0, 60)}..."`,
+          confidence: Math.min(0.9, 0.5 + (relatedNews.length * 0.1) + (change / 20)),
+          timestamp: new Date(),
+          data: {
+            marketChange: market.change!,
+            newsVelocity: relatedNews.length,
+            correlatedEntities: [market.symbol],
+            correlatedNews: relatedNews.map(n => n.clusterId),
+            explanation: `${relatedNews.length} related news item${relatedNews.length > 1 ? 's' : ''} found`,
+          },
+        });
+      }
+    } else {
+      const oldRelatedNews = Array.from(newsTopics.entries())
+        .filter(([k]) => market.name.toLowerCase().includes(k) || k.includes(market.symbol.toLowerCase()))
+        .reduce((sum, [, v]) => sum + v, 0);
+
+      const dedupeKey = generateDedupeKey('silent_divergence', market.symbol, change);
+      if (oldRelatedNews < 2 && !isRecentDuplicate(dedupeKey)) {
+        markSignalSeen(dedupeKey);
+        const searchedTerms = entity
+          ? [market.symbol, market.name, ...(entity.keywords?.slice(0, 2) ?? [])].join(', ')
+          : market.symbol;
+        signals.push({
+          id: generateSignalId(),
+          type: 'silent_divergence',
+          title: 'Silent Divergence',
+          description: `${market.name} moved ${market.change! > 0 ? '+' : ''}${market.change!.toFixed(2)}% - no news found for: ${searchedTerms}`,
+          confidence: Math.min(0.8, 0.4 + change / 10),
+          timestamp: new Date(),
+          data: {
+            marketChange: market.change!,
+            newsVelocity: oldRelatedNews,
+            explanation: `Searched: ${searchedTerms}`,
+          },
+        });
+      }
+    }
+  }
+
+  // Detect flow/price divergence for energy commodities
+  for (const market of markets) {
+    if (!ENERGY_COMMODITY_SYMBOLS.has(market.symbol)) continue;
+
+    const change = market.change ?? 0;
+    if (change >= FLOW_PRICE_THRESHOLD) {
+      const relatedNews = Array.from(newsTopics.entries())
+        .filter(([k]) => market.name.toLowerCase().includes(k) || k.includes(market.symbol.toLowerCase()))
+        .reduce((sum, [, v]) => sum + v, 0);
+
+      const dedupeKey = generateDedupeKey('flow_price_divergence', market.symbol, change);
+      if (relatedNews < 2 && pipelineFlowMentions === 0 && !isRecentDuplicate(dedupeKey)) {
+        markSignalSeen(dedupeKey);
+        signals.push({
+          id: generateSignalId(),
+          type: 'flow_price_divergence',
+          title: 'Flow/Price Divergence',
+          description: `${market.name} up ${change.toFixed(2)}% without pipeline flow news`,
+          confidence: Math.min(0.85, 0.4 + change / 8),
+          timestamp: new Date(),
+          data: {
+            marketChange: change,
+            newsVelocity: relatedNews,
+            relatedTopics: ['pipeline', market.display],
+          },
+        });
+      }
+    }
+  }
+
+  // Add convergence and triangulation signals
+  signals.push(...detectConvergence(events, getSourceType, isRecentDuplicate, markSignalSeen));
+  signals.push(...detectTriangulation(events, getSourceType, isRecentDuplicate, markSignalSeen));
+  signals.push(...pipelineFlowSignals);
+
+  // Dedupe by type to avoid spam
+  const uniqueSignals = signals.filter((sig, idx) =>
+    signals.findIndex(s => s.type === sig.type) === idx
+  );
+
+  // Only return high-confidence signals
+  return {
+    signals: uniqueSignals.filter(s => s.confidence >= 0.6),
+    snapshot: currentSnapshot,
+  };
+}
diff --git a/src/services/analysis-worker.ts b/src/services/analysis-worker.ts
new file mode 100644
index 000000000..ddbe1bb9e
--- /dev/null
+++ b/src/services/analysis-worker.ts
@@ -0,0 +1,280 @@
+/**
+ * Worker Manager for heavy computational tasks.
+ * Provides typed async interface to the analysis Web Worker.
+ */
+
+import type { NewsItem, ClusteredEvent, PredictionMarket, MarketData } from '@/types';
+import type { CorrelationSignal } from './correlation';
+import { SOURCE_TIERS, SOURCE_TYPES, type SourceType } from '@/config/feeds';
+
+// Import worker using Vite's worker syntax
+import AnalysisWorker from '@/workers/analysis.worker?worker';
+
+interface PendingRequest<T> {
+  resolve: (value: T) => void;
+  reject: (error: Error) => void;
+  timeout: ReturnType<typeof setTimeout>;
+}
+
+interface ClusterResult {
+  type: 'cluster-result';
+  id: string;
+  clusters: ClusteredEvent[];
+}
+
+interface CorrelationResult {
+  type: 'correlation-result';
+  id: string;
+  signals: CorrelationSignal[];
+}
+
+type WorkerResult = ClusterResult | CorrelationResult | { type: 'ready' };
+
+class AnalysisWorkerManager {
+  private worker: Worker | null = null;
+  private pendingRequests: Map<string, PendingRequest<unknown>> = new Map();
+  private requestIdCounter = 0;
+  private isReady = false;
+  private readyPromise: Promise<void> | null = null;
+  private readyResolve: (() => void) | null = null;
+  private readyReject: ((error: Error) => void) | null = null;
+  private readyTimeout: ReturnType<typeof setTimeout> | null = null;
+
+  private static readonly READY_TIMEOUT_MS = 10000; // 10 seconds to become ready
+
+  /**
+   * Initialize the worker. Called lazily on first use.
+   */
+  private initWorker(): void {
+    if (this.worker) return;
+
+    this.readyPromise = new Promise((resolve, reject) => {
+      this.readyResolve = resolve;
+      this.readyReject = reject;
+    });
+
+    // Set ready timeout - reject if worker doesn't become ready in time
+    this.readyTimeout = setTimeout(() => {
+      if (!this.isReady) {
+        const error = new Error('Worker failed to become ready within timeout');
+        console.error('[AnalysisWorker]', error.message);
+        this.readyReject?.(error);
+        this.cleanup();
+      }
+    }, AnalysisWorkerManager.READY_TIMEOUT_MS);
+
+    try {
+      this.worker = new AnalysisWorker();
+    } catch (error) {
+      console.error('[AnalysisWorker] Failed to create worker:', error);
+      this.readyReject?.(error instanceof Error ? error : new Error(String(error)));
+      this.cleanup();
+      return;
+    }
+
+    this.worker.onmessage = (event: MessageEvent<WorkerResult>) => {
+      const data = event.data;
+
+      if (data.type === 'ready') {
+        this.isReady = true;
+        if (this.readyTimeout) {
+          clearTimeout(this.readyTimeout);
+          this.readyTimeout = null;
+        }
+        this.readyResolve?.();
+        return;
+      }
+
+      if ('id' in data) {
+        const pending = this.pendingRequests.get(data.id);
+        if (pending) {
+          clearTimeout(pending.timeout);
+          this.pendingRequests.delete(data.id);
+
+          if (data.type === 'cluster-result') {
+            // Deserialize dates
+            const clusters = data.clusters.map(cluster => ({
+              ...cluster,
+              firstSeen: new Date(cluster.firstSeen),
+              lastUpdated: new Date(cluster.lastUpdated),
+              allItems: cluster.allItems.map(item => ({
+                ...item,
+                pubDate: new Date(item.pubDate),
+              })),
+            }));
+            pending.resolve(clusters);
+          } else if (data.type === 'correlation-result') {
+            // Deserialize dates
+            const signals = data.signals.map(signal => ({
+              ...signal,
+              timestamp: new Date(signal.timestamp),
+            }));
+            pending.resolve(signals);
+          }
+        }
+      }
+    };
+
+    this.worker.onerror = (error) => {
+      console.error('[AnalysisWorker] Error:', error);
+
+      // If not ready yet, reject the ready promise
+      if (!this.isReady) {
+        this.readyReject?.(new Error(`Worker failed to initialize: ${error.message}`));
+        this.cleanup();
+        return;
+      }
+
+      // Reject all pending requests
+      for (const [id, pending] of this.pendingRequests) {
+        clearTimeout(pending.timeout);
+        pending.reject(new Error(`Worker error: ${error.message}`));
+        this.pendingRequests.delete(id);
+      }
+    };
+  }
+
+  /**
+   * Cleanup worker state (for re-initialization)
+   */
+  private cleanup(): void {
+    if (this.readyTimeout) {
+      clearTimeout(this.readyTimeout);
+      this.readyTimeout = null;
+    }
+    if (this.worker) {
+      this.worker.terminate();
+      this.worker = null;
+    }
+    this.isReady = false;
+    this.readyPromise = null;
+    this.readyResolve = null;
+    this.readyReject = null;
+  }
+
+  /**
+   * Wait for worker to be ready
+   */
+  private async waitForReady(): Promise<void> {
+    this.initWorker();
+    if (this.isReady) return;
+    await this.readyPromise;
+  }
+
+  /**
+   * Generate unique request ID
+   */
+  private generateId(): string {
+    return `req-${++this.requestIdCounter}-${Date.now()}`;
+  }
+
+  /**
+   * Cluster news articles using Web Worker.
+   * Runs O(n²) Jaccard similarity off the main thread.
+   */
+  async clusterNews(items: NewsItem[]): Promise<ClusteredEvent[]> {
+    await this.waitForReady();
+
+    return new Promise((resolve, reject) => {
+      const id = this.generateId();
+
+      // Set timeout (30 seconds - clustering can take a while for large datasets)
+      const timeout = setTimeout(() => {
+        this.pendingRequests.delete(id);
+        reject(new Error('Clustering request timed out'));
+      }, 30000);
+
+      this.pendingRequests.set(id, {
+        resolve: resolve as (value: unknown) => void,
+        reject,
+        timeout,
+      });
+
+      this.worker!.postMessage({
+        type: 'cluster',
+        id,
+        items,
+        sourceTiers: SOURCE_TIERS,
+      });
+    });
+  }
+
+  /**
+   * Run correlation analysis using Web Worker.
+   * Detects signal patterns across news, markets, and predictions.
+   */
+  async analyzeCorrelations(
+    clusters: ClusteredEvent[],
+    predictions: PredictionMarket[],
+    markets: MarketData[]
+  ): Promise<CorrelationSignal[]> {
+    await this.waitForReady();
+
+    return new Promise((resolve, reject) => {
+      const id = this.generateId();
+
+      // Set timeout (10 seconds should be plenty for correlation)
+      const timeout = setTimeout(() => {
+        this.pendingRequests.delete(id);
+        reject(new Error('Correlation analysis request timed out'));
+      }, 10000);
+
+      this.pendingRequests.set(id, {
+        resolve: resolve as (value: unknown) => void,
+        reject,
+        timeout,
+      });
+
+      this.worker!.postMessage({
+        type: 'correlation',
+        id,
+        clusters,
+        predictions,
+        markets,
+        sourceTypes: SOURCE_TYPES as Record<string, SourceType>,
+      });
+    });
+  }
+
+  /**
+   * Reset worker state (useful for testing)
+   */
+  reset(): void {
+    // Reject all pending requests - reset worker won't answer old queries
+    for (const pending of this.pendingRequests.values()) {
+      clearTimeout(pending.timeout);
+      pending.reject(new Error('Worker reset'));
+    }
+    this.pendingRequests.clear();
+
+    if (this.worker) {
+      this.worker.postMessage({ type: 'reset' });
+    }
+  }
+
+  /**
+   * Terminate worker (cleanup)
+   */
+  terminate(): void {
+    // Reject all pending requests
+    for (const [id, pending] of this.pendingRequests) {
+      clearTimeout(pending.timeout);
+      pending.reject(new Error('Worker terminated'));
+      this.pendingRequests.delete(id);
+    }
+    this.cleanup();
+  }
+
+  /**
+   * Check if worker is available and ready
+   */
+  get ready(): boolean {
+    return this.isReady;
+  }
+}
+
+// Singleton instance
+export const analysisWorker = new AnalysisWorkerManager();
+
+// Export types for consumers
+export type { CorrelationSignal };
diff --git a/src/services/arxiv.ts b/src/services/arxiv.ts
new file mode 100644
index 000000000..ed6114ff8
--- /dev/null
+++ b/src/services/arxiv.ts
@@ -0,0 +1,113 @@
+import { API_URLS } from '@/config';
+import { createCircuitBreaker } from '@/utils';
+
+export interface ArxivPaper {
+  id: string;
+  title: string;
+  summary: string;
+  authors: string[];
+  published: Date;
+  updated: Date;
+  categories: string[];
+  link: string;
+  pdfLink: string;
+}
+
+const breaker = createCircuitBreaker<ArxivPaper[]>({ name: 'ArXiv Papers' });
+
+// Parse ArXiv Atom XML response
+function parseArxivXML(xmlText: string): ArxivPaper[] {
+  const parser = new DOMParser();
+  const xmlDoc = parser.parseFromString(xmlText, 'text/xml');
+
+  const entries = xmlDoc.querySelectorAll('entry');
+  const papers: ArxivPaper[] = [];
+
+  entries.forEach((entry) => {
+    const id = entry.querySelector('id')?.textContent || '';
+    const title = entry.querySelector('title')?.textContent?.trim() || '';
+    const summary = entry.querySelector('summary')?.textContent?.trim() || '';
+
+    const authors: string[] = [];
+    entry.querySelectorAll('author name').forEach((authorEl) => {
+      const name = authorEl.textContent?.trim();
+      if (name) authors.push(name);
+    });
+
+    const published = entry.querySelector('published')?.textContent || '';
+    const updated = entry.querySelector('updated')?.textContent || '';
+
+    const categories: string[] = [];
+    entry.querySelectorAll('category').forEach((catEl) => {
+      const term = catEl.getAttribute('term');
+      if (term) categories.push(term);
+    });
+
+    // Find links
+    let link = id;
+    let pdfLink = id.replace('/abs/', '/pdf/') + '.pdf';
+
+    entry.querySelectorAll('link').forEach((linkEl) => {
+      const rel = linkEl.getAttribute('rel');
+      const href = linkEl.getAttribute('href');
+      if (href) {
+        if (rel === 'alternate') link = href;
+        if (linkEl.getAttribute('title') === 'pdf') pdfLink = href;
+      }
+    });
+
+    papers.push({
+      id: id.split('/').pop() || id,
+      title,
+      summary,
+      authors,
+      published: new Date(published),
+      updated: new Date(updated),
+      categories,
+      link,
+      pdfLink,
+    });
+  });
+
+  return papers;
+}
+
+export async function fetchArxivPapers(
+  category: string = 'cs.AI',
+  maxResults: number = 50
+): Promise<ArxivPaper[]> {
+  return breaker.execute(async () => {
+    const response = await fetch(API_URLS.arxiv(category, maxResults));
+    if (!response.ok) throw new Error(`HTTP ${response.status}`);
+
+    const xmlText = await response.text();
+    return parseArxivXML(xmlText);
+  }, []);
+}
+
+// Fetch papers from multiple AI/ML categories
+export async function fetchAllAIPapers(): Promise<ArxivPaper[]> {
+  const categories = ['cs.AI', 'cs.LG', 'cs.CL']; // AI, Machine Learning, Computation & Language
+
+  const results = await Promise.allSettled(
+    categories.map(cat => fetchArxivPapers(cat, 20))
+  );
+
+  const allPapers: ArxivPaper[] = [];
+  results.forEach((result) => {
+    if (result.status === 'fulfilled') {
+      allPapers.push(...result.value);
+    }
+  });
+
+  // Remove duplicates by ID and sort by published date
+  const uniquePapers = Array.from(
+    new Map(allPapers.map(p => [p.id, p])).values()
+  ).sort((a, b) => b.published.getTime() - a.published.getTime());
+
+  return uniquePapers.slice(0, 50); // Return top 50 most recent
+}
+
+export function getArxivStatus(): string {
+  return breaker.getStatus();
+}
diff --git a/src/services/cable-activity.ts b/src/services/cable-activity.ts
index 8881111b1..d77e72233 100644
--- a/src/services/cable-activity.ts
+++ b/src/services/cable-activity.ts
@@ -17,7 +17,7 @@ interface NgaWarning {
   authority: string;
 }
 
-const NGA_API_URL = '/api/nga-msi/api/publications/broadcast-warn?output=json&status=A';
+const NGA_API_URL = '/api/nga-warnings';
 
 const CABLE_KEYWORDS = [
   'CABLE',
@@ -256,7 +256,8 @@ export async function fetchCableActivity(): Promise<CableActivity> {
       throw new Error(`NGA API error: ${response.status}`);
     }
 
-    const warnings = await response.json() as NgaWarning[];
+    const data = await response.json();
+    const warnings: NgaWarning[] = Array.isArray(data) ? data : (data?.warnings ?? []);
     console.log(`[CableActivity] Fetched ${warnings.length} NGA warnings`);
 
     const activity = processWarnings(warnings);
diff --git a/src/services/cached-risk-scores.ts b/src/services/cached-risk-scores.ts
new file mode 100644
index 000000000..4800745b4
--- /dev/null
+++ b/src/services/cached-risk-scores.ts
@@ -0,0 +1,110 @@
+/**
+ * Cached Risk Scores Service
+ * Fetches pre-computed CII and Strategic Risk scores from backend
+ * Eliminates 15-minute learning mode for users
+ */
+
+import type { CountryScore, ComponentScores } from './country-instability';
+import { setHasCachedScores } from './country-instability';
+import { getPersistentCache, setPersistentCache } from './persistent-cache';
+
+export interface CachedCIIScore {
+  code: string;
+  name: string;
+  score: number;
+  level: 'low' | 'normal' | 'elevated' | 'high' | 'critical';
+  trend: 'rising' | 'stable' | 'falling';
+  change24h: number;
+  components: ComponentScores;
+  lastUpdated: string;
+}
+
+export interface CachedStrategicRisk {
+  score: number;
+  level: string;
+  trend: string;
+  lastUpdated: string;
+  contributors: Array<{
+    country: string;
+    code: string;
+    score: number;
+    level: string;
+  }>;
+}
+
+export interface CachedRiskScores {
+  cii: CachedCIIScore[];
+  strategicRisk: CachedStrategicRisk;
+  protestCount: number;
+  computedAt: string;
+  cached: boolean;
+}
+
+const RISK_CACHE_KEY = 'risk-scores:latest';
+let cachedScores: CachedRiskScores | null = null;
+let fetchPromise: Promise<CachedRiskScores | null> | null = null;
+let lastFetchTime = 0;
+const REFETCH_INTERVAL_MS = 5 * 60 * 1000; // 5 minutes
+
+async function loadPersistentRiskScores(): Promise<CachedRiskScores | null> {
+  const entry = await getPersistentCache<CachedRiskScores>(RISK_CACHE_KEY);
+  return entry?.data ?? null;
+}
+
+export async function fetchCachedRiskScores(): Promise<CachedRiskScores | null> {
+  const now = Date.now();
+
+  if (cachedScores && now - lastFetchTime < REFETCH_INTERVAL_MS) {
+    return cachedScores;
+  }
+
+  if (fetchPromise) {
+    return fetchPromise;
+  }
+
+  fetchPromise = (async () => {
+    try {
+      const response = await fetch('/api/risk-scores');
+      if (!response.ok) {
+        console.warn('[CachedRiskScores] API error:', response.status);
+        return cachedScores ?? await loadPersistentRiskScores();
+      }
+
+      const data = await response.json();
+      cachedScores = data;
+      lastFetchTime = now;
+      setHasCachedScores(true);
+      void setPersistentCache(RISK_CACHE_KEY, data);
+      console.log('[CachedRiskScores] Loaded', data.cached ? '(from Redis)' : '(computed)');
+      return cachedScores;
+    } catch (error) {
+      console.error('[CachedRiskScores] Fetch error:', error);
+      return cachedScores ?? await loadPersistentRiskScores();
+    } finally {
+      fetchPromise = null;
+    }
+  })();
+
+  return fetchPromise;
+}
+
+export function getCachedScores(): CachedRiskScores | null {
+  return cachedScores;
+}
+
+export function hasCachedScores(): boolean {
+  return cachedScores !== null;
+}
+
+export function toCountryScore(cached: CachedCIIScore): CountryScore {
+  return {
+    code: cached.code,
+    name: cached.name,
+    score: cached.score,
+    level: cached.level,
+    trend: cached.trend,
+    change24h: cached.change24h,
+    components: cached.components,
+    lastUpdated: new Date(cached.lastUpdated),
+  };
+}
diff --git a/src/services/cached-theater-posture.ts b/src/services/cached-theater-posture.ts
new file mode 100644
index 000000000..435b4a293
--- /dev/null
+++ b/src/services/cached-theater-posture.ts
@@ -0,0 +1,111 @@
+/**
+ * Cached Theater Posture Service
+ * Fetches pre-computed theater posture summaries from backend
+ * Shares calculation across all users via Redis cache
+ * Persists to localStorage so data shows instantly on reload
+ */
+
+import type { TheaterPostureSummary } from './military-surge';
+
+export interface CachedTheaterPosture {
+  postures: TheaterPostureSummary[];
+  totalFlights: number;
+  timestamp: string;
+  cached: boolean;
+  stale?: boolean;
+  error?: string;
+}
+
+const LS_KEY = 'wm:theater-posture';
+const LS_MAX_AGE_MS = 30 * 60 * 1000; // 30 min max staleness for localStorage
+
+let cachedPosture: CachedTheaterPosture | null = null;
+let fetchPromise: Promise<CachedTheaterPosture | null> | null = null;
+let lastFetchTime = 0;
+const REFETCH_INTERVAL_MS = 5 * 60 * 1000; // 5 minutes (matches server TTL)
+
+function loadFromStorage(): CachedTheaterPosture | null {
+  try {
+    const raw = localStorage.getItem(LS_KEY);
+    if (!raw) return null;
+    const { data, savedAt } = JSON.parse(raw);
+    if (Date.now() - savedAt > LS_MAX_AGE_MS) {
+      localStorage.removeItem(LS_KEY);
+      return null;
+    }
+    return { ...data, stale: true };
+  } catch {
+    return null;
+  }
+}
+
+function saveToStorage(data: CachedTheaterPosture): void {
+  try {
+    localStorage.setItem(LS_KEY, JSON.stringify({ data, savedAt: Date.now() }));
+  } catch { /* quota exceeded - ignore */ }
+}
+
+// Hydrate in-memory cache from localStorage on module load
+const stored = loadFromStorage();
+if (stored) {
+  cachedPosture = stored;
+  console.log('[CachedTheaterPosture] Restored from localStorage (stale)');
+}
+
+export async function fetchCachedTheaterPosture(): Promise<CachedTheaterPosture | null> {
+  const now = Date.now();
+
+  // Return cached if fresh
+  if (cachedPosture && !cachedPosture.stale && now - lastFetchTime < REFETCH_INTERVAL_MS) {
+    return cachedPosture;
+  }
+
+  // Deduplicate concurrent fetches
+  if (fetchPromise) {
+    return fetchPromise;
+  }
+
+  // If we have stale localStorage data, return it immediately but fetch in background
+  const hasStaleData = cachedPosture?.stale;
+
+  fetchPromise = (async () => {
+    try {
+      const response = await fetch('/api/theater-posture');
+      if (!response.ok) {
+        console.warn('[CachedTheaterPosture] API error:', response.status);
+        return cachedPosture; // Return stale cache on error
+      }
+
+      const data = await response.json();
+      cachedPosture = data;
+      lastFetchTime = Date.now();
+      saveToStorage(data);
+      console.log(
+        '[CachedTheaterPosture] Loaded',
+        data.cached ? '(from Redis)' : '(computed)',
+        `${data.postures?.length || 0} theaters, ${data.totalFlights || 0} flights`
+      );
+      return cachedPosture;
+    } catch (error) {
+      console.error('[CachedTheaterPosture] Fetch error:', error);
+      return cachedPosture; // Return stale cache on error
+    } finally {
+      fetchPromise = null;
+    }
+  })();
+
+  // If we have stale data, return it now — the fetch updates in background
+  if (hasStaleData) {
+    return cachedPosture;
+  }
+
+  return fetchPromise;
+}
+
+export function getCachedPosture(): CachedTheaterPosture | null {
+  return cachedPosture;
+}
+
+export function hasCachedPosture(): boolean {
+  return cachedPosture !== null;
+}
diff --git a/src/services/climate.ts b/src/services/climate.ts
new file mode 100644
index 000000000..0fcd11e69
--- /dev/null
+++ b/src/services/climate.ts
@@ -0,0 +1,59 @@
+import { createCircuitBreaker } from '@/utils';
+import type { ClimateAnomaly } from '@/types';
+
+interface ClimateResponse {
+  success: boolean;
+  anomalies: ClimateAnomaly[];
+  timestamp: string;
+}
+
+export interface ClimateFetchResult {
+  ok: boolean;
+  anomalies: ClimateAnomaly[];
+  timestamp: string;
+}
+
+const breaker = createCircuitBreaker<ClimateResponse>({ name: 'Climate Anomalies' });
+
+export async function fetchClimateAnomalies(): Promise<ClimateFetchResult> {
+  const result = await breaker.execute(async () => {
+    const response = await fetch('/api/climate-anomalies', {
+      headers: { Accept: 'application/json' },
+    });
+    if (!response.ok) throw new Error(`HTTP ${response.status}`);
+    return response.json();
+  }, { success: false, anomalies: [], timestamp: '' });
+
+  const anomalies = result.anomalies.filter((a: ClimateAnomaly) => a.severity !== 'normal');
+  return {
+    ok: result.success === true,
+    anomalies: result.success === true ? anomalies : [],
+    timestamp: result.timestamp,
+  };
+}
+
+export function getSeverityColor(anomaly: ClimateAnomaly): string {
+  if (anomaly.severity === 'extreme') {
+    return anomaly.type === 'cold' ? '#4488ff' : '#ff4444';
+  }
+  if (anomaly.severity === 'moderate') {
+    return anomaly.type === 'cold' ? '#6699ff' : '#ff8844';
+  }
+  return '#888888';
+}
+
+export function getSeverityIcon(anomaly: ClimateAnomaly): string {
+  switch (anomaly.type) {
+    case 'warm': return '🌡️';
+    case 'cold': return '❄️';
+    case 'wet': return '🌧️';
+    case 'dry': return '☀️';
+    case 'mixed': return '⚡';
+    default: return '🌡️';
+  }
+}
+
+export function formatDelta(value: number, unit: string): string {
+  const sign = value > 0 ? '+' : '';
+  return `${sign}${value.toFixed(1)}${unit}`;
+}
diff --git a/src/services/clustering.ts b/src/services/clustering.ts
index e3a4d433e..43be5323c 100644
--- a/src/services/clustering.ts
+++ b/src/services/clustering.ts
@@ -1,114 +1,148 @@
+/**
+ * News clustering service - main thread wrapper.
+ * Core logic is in analysis-core.ts (shared with worker).
+ * Hybrid clustering combines Jaccard + semantic similarity when ML is available.
+ */
+
 import type { NewsItem, ClusteredEvent } from '@/types';
 import { getSourceTier } from '@/config';
+import { clusterNewsCore } from './analysis-core';
+import { mlWorker } from './ml-worker';
+import { ML_THRESHOLDS } from '@/config/ml-config';
 
-const SIMILARITY_THRESHOLD = 0.5;
-
-const STOP_WORDS = new Set([
-  'the', 'a', 'an', 'and', 'or', 'but', 'in', 'on', 'at', 'to', 'for',
-  'of', 'with', 'by', 'from', 'as', 'is', 'was', 'are', 'were', 'been',
-  'be', 'have', 'has', 'had', 'do', 'does', 'did', 'will', 'would',
-  'could', 'should', 'may', 'might', 'must', 'shall', 'can', 'need',
-  'it', 'its', 'this', 'that', 'these', 'those', 'i', 'you', 'he',
-  'she', 'we', 'they', 'what', 'which', 'who', 'whom', 'how', 'when',
-  'where', 'why', 'all', 'each', 'every', 'both', 'few', 'more', 'most',
-  'other', 'some', 'such', 'no', 'not', 'only', 'same', 'so', 'than',
-  'too', 'very', 'just', 'also', 'now', 'new', 'says', 'said', 'after',
-]);
-
-type NewsItemWithTier = NewsItem & { tier: number };
-
-function tokenize(text: string): Set<string> {
-  const words = text
-    .toLowerCase()
-    .replace(/[^a-z0-9\s]/g, ' ')
-    .split(/\s+/)
-    .filter(w => w.length > 2 && !STOP_WORDS.has(w));
-  return new Set(words);
-}
-
-function jaccardSimilarity(a: Set<string>, b: Set<string>): number {
-  if (a.size === 0 && b.size === 0) return 0;
-  const intersection = new Set([...a].filter(x => b.has(x)));
-  const union = new Set([...a, ...b]);
-  return intersection.size / union.size;
-}
-
-function generateClusterId(items: NewsItemWithTier[]): string {
-  const sorted = [...items].sort((a, b) => a.pubDate.getTime() - b.pubDate.getTime());
-  const first = sorted[0]!;
-  return `${first.pubDate.getTime()}-${first.title.slice(0, 20).replace(/\W/g, '')}`;
+export function clusterNews(items: NewsItem[]): ClusteredEvent[] {
+  return clusterNewsCore(items, getSourceTier) as ClusteredEvent[];
 }
 
-export function clusterNews(items: NewsItem[]): ClusteredEvent[] {
-  if (items.length === 0) return [];
+/**
+ * Hybrid clustering: Jaccard first, then semantic refinement if ML available
+ */
+export async function clusterNewsHybrid(items: NewsItem[]): Promise<ClusteredEvent[]> {
+  // Step 1: Fast Jaccard clustering
+  const jaccardClusters = clusterNewsCore(items, getSourceTier) as ClusteredEvent[];
 
-  const itemsWithTier: NewsItemWithTier[] = items.map(item => ({
-    ...item,
-    tier: item.tier ?? getSourceTier(item.source),
-  }));
+  // Step 2: If ML unavailable or too few clusters, return Jaccard results
+  if (!mlWorker.isAvailable || jaccardClusters.length < ML_THRESHOLDS.minClustersForML) {
+    return jaccardClusters;
+  }
 
-  const tokenCache = new Map<string, Set<string>>();
-  for (const item of itemsWithTier) {
-    tokenCache.set(item.title, tokenize(item.title));
+  try {
+    // Get cluster primary titles for embedding
+    const clusterTexts = jaccardClusters.map(c => ({
+      id: c.id,
+      text: c.primaryTitle,
+    }));
+
+    // Get semantic groupings
+    const semanticGroups = await mlWorker.clusterBySemanticSimilarity(
+      clusterTexts,
+      ML_THRESHOLDS.semanticClusterThreshold
+    );
+
+    // Merge semantically similar clusters
+    return mergeSemanticallySimilarClusters(jaccardClusters, semanticGroups);
+  } catch (error) {
+    console.warn('[Clustering] Semantic clustering failed, using Jaccard only:', error);
+    return jaccardClusters;
   }
+}
 
-  const clusters: NewsItemWithTier[][] = [];
-  const assigned = new Set<number>();
+/**
+ * Merge clusters that are semantically similar
+ */
+function mergeSemanticallySimilarClusters(
+  clusters: ClusteredEvent[],
+  semanticGroups: string[][]
+): ClusteredEvent[] {
+  const clusterMap = new Map(clusters.map(c => [c.id, c]));
+  const merged: ClusteredEvent[] = [];
+  const usedIds = new Set<string>();
+
+  for (const group of semanticGroups) {
+    if (group.length === 0) continue;
+
+    // Get all clusters in this semantic group
+    const groupClusters = group
+      .map(id => clusterMap.get(id))
+      .filter((c): c is ClusteredEvent => c !== undefined && !usedIds.has(c.id));
+
+    if (groupClusters.length === 0) continue;
+
+    // Mark all as used
+    groupClusters.forEach(c => usedIds.add(c.id));
+
+    const firstCluster = groupClusters[0];
+    if (!firstCluster) continue;
+
+    if (groupClusters.length === 1) {
+      // No merging needed
+      merged.push(firstCluster);
+      continue;
+    }
 
-  for (let i = 0; i < itemsWithTier.length; i++) {
-    if (assigned.has(i)) continue;
+    // Merge multiple clusters into one
+    // Use the cluster with the highest-tier primary source as the base
+    const sortedByTier = [...groupClusters].sort((a, b) => {
+      const tierA = getSourceTier(a.primarySource);
+      const tierB = getSourceTier(b.primarySource);
+      if (tierA !== tierB) return tierA - tierB;
+      return b.lastUpdated.getTime() - a.lastUpdated.getTime();
+    });
 
-    const currentItem = itemsWithTier[i]!;
-    const cluster: NewsItemWithTier[] = [currentItem];
-    assigned.add(i);
-    const tokensI = tokenCache.get(currentItem.title)!;
+    const primary = sortedByTier[0];
+    if (!primary) continue;
 
-    for (let j = i + 1; j < itemsWithTier.length; j++) {
-      if (assigned.has(j)) continue;
+    const others = sortedByTier.slice(1);
 
-      const otherItem = itemsWithTier[j]!;
-      const tokensJ = tokenCache.get(otherItem.title)!;
-      const similarity = jaccardSimilarity(tokensI, tokensJ);
+    // Combine all items, sources, etc.
+    const allItems = [...primary.allItems];
+    const topSourcesSet = new Map(primary.topSources.map(s => [s.url, s]));
 
-      if (similarity >= SIMILARITY_THRESHOLD) {
-        cluster.push(otherItem);
-        assigned.add(j);
+    for (const other of others) {
+      allItems.push(...other.allItems);
+      for (const src of other.topSources) {
+        if (!topSourcesSet.has(src.url)) {
+          topSourcesSet.set(src.url, src);
+        }
       }
     }
 
-    clusters.push(cluster);
+    // Sort top sources by tier, keep top 5
+    const sortedTopSources = Array.from(topSourcesSet.values())
+      .sort((a, b) => a.tier - b.tier)
+      .slice(0, 5);
+
+    // Calculate merged timestamps
+    const allDates = allItems.map(i => i.pubDate.getTime());
+    const firstSeen = new Date(Math.min(...allDates));
+    const lastUpdated = new Date(Math.max(...allDates));
+
+    const mergedCluster: ClusteredEvent = {
+      id: primary.id,
+      primaryTitle: primary.primaryTitle,
+      primaryLink: primary.primaryLink,
+      primarySource: primary.primarySource,
+      sourceCount: allItems.length,
+      topSources: sortedTopSources,
+      allItems,
+      firstSeen,
+      lastUpdated,
+      isAlert: allItems.some(i => i.isAlert),
+      monitorColor: primary.monitorColor,
+      velocity: primary.velocity,
+    };
+    merged.push(mergedCluster);
   }
 
-  return clusters.map(cluster => {
-    const sorted = [...cluster].sort((a, b) => {
-      const tierDiff = a.tier - b.tier;
-      if (tierDiff !== 0) return tierDiff;
-      return b.pubDate.getTime() - a.pubDate.getTime();
-    });
+  // Add any clusters that weren't in any semantic group
+  for (const cluster of clusters) {
+    if (!usedIds.has(cluster.id)) {
+      merged.push(cluster);
+    }
+  }
 
-    const primary = sorted[0]!;
-    const dates = cluster.map(i => i.pubDate.getTime());
-
-    const topSources = sorted
-      .slice(0, 3)
-      .map(item => ({
-        name: item.source,
-        tier: item.tier,
-        url: item.link,
-      }));
-
-    return {
-      id: generateClusterId(cluster),
-      primaryTitle: primary.title,
-      primarySource: primary.source,
-      primaryLink: primary.link,
-      sourceCount: cluster.length,
-      topSources,
-      allItems: cluster,
-      firstSeen: new Date(Math.min(...dates)),
-      lastUpdated: new Date(Math.max(...dates)),
-      isAlert: cluster.some(i => i.isAlert),
-      monitorColor: cluster.find(i => i.monitorColor)?.monitorColor,
-    };
-  }).sort((a, b) => b.lastUpdated.getTime() - a.lastUpdated.getTime());
+  // Sort by last updated
+  merged.sort((a, b) => b.lastUpdated.getTime() - a.lastUpdated.getTime());
+
+  return merged;
 }
diff --git a/src/services/conflict-impact.ts b/src/services/conflict-impact.ts
new file mode 100644
index 000000000..2f834601e
--- /dev/null
+++ b/src/services/conflict-impact.ts
@@ -0,0 +1,72 @@
+import type { UcdpGeoEvent, CountryDisplacement, ClimateAnomaly, PopulationExposure } from '@/types';
+
+export interface ConflictImpactLink {
+  country: string;
+  conflictEvents: number;
+  totalDeaths: number;
+  displacementOutflow: number;
+  climateAnomaly: ClimateAnomaly | null;
+  populationExposed: number;
+  combinedSeverity: number;
+}
+
+export function correlateConflictImpact(
+  ucdpEvents: UcdpGeoEvent[],
+  displacementData: CountryDisplacement[],
+  anomalies: ClimateAnomaly[],
+  exposures: PopulationExposure[],
+): ConflictImpactLink[] {
+  const byCountry = new Map<string, { events: number; deaths: number }>();
+
+  for (const e of ucdpEvents) {
+    const country = e.country;
+    const current = byCountry.get(country) || { events: 0, deaths: 0 };
+    current.events++;
+    current.deaths += e.deaths_best;
+    byCountry.set(country, current);
+  }
+
+  const displacementMap = new Map<string, CountryDisplacement>();
+  for (const d of displacementData) {
+    displacementMap.set(d.name, d);
+    displacementMap.set(d.code, d);
+  }
+
+  const exposureByCountry = new Map<string, number>();
+  for (const exp of exposures) {
+    const current = exposureByCountry.get(exp.eventName) || 0;
+    exposureByCountry.set(exp.eventName, current + exp.exposedPopulation);
+  }
+
+  const links: ConflictImpactLink[] = [];
+
+  for (const [country, { events, deaths }] of byCountry) {
+    const displacement = displacementMap.get(country);
+    const displacementOutflow = displacement ? displacement.refugees + displacement.asylumSeekers : 0;
+
+    const climateAnomaly = anomalies.find(a => {
+      const zoneLower = a.zone.toLowerCase();
+      const countryLower = country.toLowerCase();
+      return zoneLower.includes(countryLower) || countryLower.includes(zoneLower);
+    }) || null;
+
+    const exposed = exposureByCountry.get(country) || 0;
+
+    const conflictScore = Math.min(40, events * 2 + Math.sqrt(deaths) * 3);
+    const displacementScore = Math.min(30, displacementOutflow > 1_000_000 ? 30 : displacementOutflow > 100_000 ? 15 : 0);
+    const climateScore = climateAnomaly?.severity === 'extreme' ? 20 : climateAnomaly?.severity === 'moderate' ? 10 : 0;
+    const popScore = Math.min(10, exposed > 1_000_000 ? 10 : exposed > 100_000 ? 5 : 0);
+
+    links.push({
+      country,
+      conflictEvents: events,
+      totalDeaths: deaths,
+      displacementOutflow,
+      climateAnomaly,
+      populationExposed: exposed,
+      combinedSeverity: Math.round(conflictScore + displacementScore + climateScore + popScore),
+    });
+  }
+
+  return links.sort((a, b) => b.combinedSeverity - a.combinedSeverity);
+}
diff --git a/src/services/conflicts.ts b/src/services/conflicts.ts
new file mode 100644
index 000000000..09552986a
--- /dev/null
+++ b/src/services/conflicts.ts
@@ -0,0 +1,109 @@
+import { createCircuitBreaker } from '@/utils';
+import { isFeatureAvailable } from './runtime-config';
+
+export type ConflictEventType = 'battle' | 'explosion' | 'remote_violence' | 'violence_against_civilians';
+
+export interface ConflictEvent {
+  id: string;
+  eventType: ConflictEventType;
+  subEventType: string;
+  country: string;
+  region?: string;
+  location: string;
+  lat: number;
+  lon: number;
+  time: Date;
+  fatalities: number;
+  actors: string[];
+  source: string;
+}
+
+export interface ConflictData {
+  events: ConflictEvent[];
+  byCountry: Map<string, ConflictEvent[]>;
+  totalFatalities: number;
+  count: number;
+}
+
+interface AcledConflictEvent {
+  event_id_cnty: string;
+  event_date: string;
+  event_type: string;
+  sub_event_type: string;
+  actor1: string;
+  actor2?: string;
+  country: string;
+  admin1?: string;
+  location: string;
+  latitude: string;
+  longitude: string;
+  fatalities: string;
+  notes: string;
+  source: string;
+}
+
+const conflictBreaker = createCircuitBreaker<ConflictEvent[]>({ name: 'ACLED Conflicts' });
+
+function mapEventType(eventType: string): ConflictEventType {
+  const lower = eventType.toLowerCase();
+  if (lower.includes('battle')) return 'battle';
+  if (lower.includes('explosion')) return 'explosion';
+  if (lower.includes('remote violence')) return 'remote_violence';
+  if (lower.includes('violence against')) return 'violence_against_civilians';
+  return 'battle';
+}
+
+async function fetchAcledConflictEvents(): Promise<ConflictEvent[]> {
+  if (!isFeatureAvailable('acledConflicts')) return [];
+
+  return conflictBreaker.execute(async () => {
+    const response = await fetch('/api/acled-conflict', {
+      headers: { Accept: 'application/json' },
+    });
+
+    if (!response.ok) throw new Error(`HTTP ${response.status}`);
+
+    const result = await response.json();
+    if (result.configured === false) throw new Error('ACLED not configured');
+
+    const events: AcledConflictEvent[] = result.data || [];
+
+    return events.map((e): ConflictEvent => ({
+      id: `conflict-${e.event_id_cnty}`,
+      eventType: mapEventType(e.event_type),
+      subEventType: e.sub_event_type || '',
+      country: e.country,
+      region: e.admin1,
+      location: e.location,
+      lat: parseFloat(e.latitude),
+      lon: parseFloat(e.longitude),
+      time: new Date(e.event_date),
+      fatalities: parseInt(e.fatalities, 10) || 0,
+      actors: [e.actor1, e.actor2].filter(Boolean) as string[],
+      source: e.source || '',
+    }));
+  }, []);
+}
+
+export async function fetchConflictEvents(): Promise<ConflictData> {
+  const events = await fetchAcledConflictEvents();
+
+  console.log(`[Conflicts] Fetched ${events.length} ACLED conflict events`);
+
+  const byCountry = new Map<string, ConflictEvent[]>();
+  let totalFatalities = 0;
+
+  for (const event of events) {
+    totalFatalities += event.fatalities;
+    const existing = byCountry.get(event.country) || [];
+    existing.push(event);
+    byCountry.set(event.country, existing);
+  }
+
+  return {
+    events,
+    byCountry,
+    totalFatalities,
+    count: events.length,
+  };
+}
diff --git a/src/services/correlation.ts b/src/services/correlation.ts
index 81a701528..eb0e90013 100644
--- a/src/services/correlation.ts
+++ b/src/services/correlation.ts
@@ -1,264 +1,55 @@
-import type { ClusteredEvent, PredictionMarket, MarketData } from '@/types';
-import { getSourceType, type SourceType } from '@/config/feeds';
-
-export type SignalType =
-  | 'prediction_leads_news'
-  | 'news_leads_markets'
-  | 'silent_divergence'
-  | 'velocity_spike'
-  | 'convergence'
-  | 'triangulation'
-  | 'flow_drop'
-  | 'flow_price_divergence';
-
-export interface CorrelationSignal {
-  id: string;
-  type: SignalType;
-  title: string;
-  description: string;
-  confidence: number;
-  timestamp: Date;
-  data: {
-    newsVelocity?: number;
-    marketChange?: number;
-    predictionShift?: number;
-    relatedTopics?: string[];
-  };
-}
-
-interface StreamSnapshot {
-  newsVelocity: Map<string, number>;
-  marketChanges: Map<string, number>;
-  predictionChanges: Map<string, number>;
-  timestamp: number;
-}
-
-const PREDICTION_SHIFT_THRESHOLD = 5;
-const MARKET_MOVE_THRESHOLD = 2;
-const NEWS_VELOCITY_THRESHOLD = 3;
-const FLOW_PRICE_THRESHOLD = 1.5;
-const ENERGY_COMMODITY_SYMBOLS = new Set(['CL=F', 'NG=F']);
-
-const PIPELINE_KEYWORDS = ['pipeline', 'pipelines', 'line', 'terminal'];
-const FLOW_DROP_KEYWORDS = [
-  'flow', 'throughput', 'capacity', 'outage', 'leak', 'rupture', 'shutdown',
-  'maintenance', 'curtailment', 'force majeure', 'halt', 'halted', 'reduced',
-  'reduction', 'drop', 'offline', 'suspend', 'suspended', 'stoppage',
-];
+/**
+ * Correlation analysis service - main thread wrapper.
+ * Core logic is in analysis-core.ts (shared with worker).
+ */
 
+import type { ClusteredEvent, PredictionMarket, MarketData } from '@/types';
+import { getSourceType } from '@/config/feeds';
+import {
+  analyzeCorrelationsCore,
+  type CorrelationSignalCore,
+  type StreamSnapshot,
+  type SourceType,
+} from './analysis-core';
+
+// Re-export types
+export type SignalType = CorrelationSignalCore['type'];
+export type CorrelationSignal = CorrelationSignalCore;
+
+// Main-thread state management
 let previousSnapshot: StreamSnapshot | null = null;
 const signalHistory: CorrelationSignal[] = [];
-const recentSignalKeys = new Set<string>();
-
-function generateSignalId(): string {
-  return `sig-${Date.now()}-${Math.random().toString(36).slice(2, 8)}`;
-}
-
-function generateDedupeKey(type: SignalType, identifier: string, value: number): string {
-  // Round value to avoid minor fluctuations creating new signals
-  const roundedValue = Math.round(value * 10) / 10;
-  return `${type}:${identifier}:${roundedValue}`;
+const recentSignalKeys = new Map<string, number>();
+
+const DEFAULT_DEDUPE_TTL = 30 * 60 * 1000;
+const DEDUPE_TTLS: Record<string, number> = {
+  silent_divergence: 6 * 60 * 60 * 1000,
+  flow_price_divergence: 6 * 60 * 60 * 1000,
+  explained_market_move: 6 * 60 * 60 * 1000,
+  prediction_leads_news: 2 * 60 * 60 * 1000,
+  keyword_spike: 30 * 60 * 1000,
+};
+
+function getDedupeType(key: string): string {
+  return key.split(':')[0] || 'default';
 }
 
 function isRecentDuplicate(key: string): boolean {
-  return recentSignalKeys.has(key);
+  const seen = recentSignalKeys.get(key);
+  if (!seen) return false;
+  const type = getDedupeType(key);
+  const ttl = DEDUPE_TTLS[type] ?? DEFAULT_DEDUPE_TTL;
+  return Date.now() - seen < ttl;
 }
 
 function markSignalSeen(key: string): void {
-  recentSignalKeys.add(key);
-  // Clean old keys after 30 minutes
-  setTimeout(() => recentSignalKeys.delete(key), 30 * 60 * 1000);
-}
-
-function extractTopics(events: ClusteredEvent[]): Map<string, number> {
-  const topics = new Map<string, number>();
-
-  const keywords = [
-    'iran', 'israel', 'ukraine', 'russia', 'china', 'taiwan', 'oil', 'crypto',
-    'fed', 'interest', 'inflation', 'recession', 'war', 'sanctions', 'tariff',
-    'ai', 'tech', 'layoff', 'trump', 'biden', 'election',
-  ];
-
-  for (const event of events) {
-    const title = event.primaryTitle.toLowerCase();
-    for (const kw of keywords) {
-      if (title.includes(kw)) {
-        const velocity = event.velocity?.sourcesPerHour ?? 0;
-        topics.set(kw, (topics.get(kw) ?? 0) + velocity + event.sourceCount);
-      }
-    }
-  }
-
-  return topics;
-}
-
-function findRelatedTopics(prediction: string): string[] {
-  const title = prediction.toLowerCase();
-  const related: string[] = [];
-
-  const mappings: Record<string, string[]> = {
-    'iran': ['iran', 'israel', 'oil', 'sanctions'],
-    'israel': ['israel', 'iran', 'war', 'gaza'],
-    'ukraine': ['ukraine', 'russia', 'war', 'nato'],
-    'russia': ['russia', 'ukraine', 'sanctions'],
-    'china': ['china', 'taiwan', 'tariff', 'trade'],
-    'taiwan': ['taiwan', 'china'],
-    'trump': ['trump', 'election', 'tariff'],
-    'fed': ['fed', 'interest', 'inflation', 'recession'],
-    'bitcoin': ['crypto', 'bitcoin'],
-    'recession': ['recession', 'fed', 'inflation'],
-  };
-
-  for (const [key, topics] of Object.entries(mappings)) {
-    if (title.includes(key)) {
-      related.push(...topics);
-    }
-  }
-
-  return [...new Set(related)];
-}
-
-function includesKeyword(text: string, keywords: string[]): boolean {
-  return keywords.some(keyword => text.includes(keyword));
-}
-
-function detectPipelineFlowDrops(events: ClusteredEvent[]): CorrelationSignal[] {
-  const signals: CorrelationSignal[] = [];
-
-  for (const event of events) {
-    const titles = [
-      event.primaryTitle,
-      ...(event.allItems?.map(item => item.title) ?? []),
-    ]
-      .map(title => title.toLowerCase())
-      .filter(Boolean);
-
-    const hasPipeline = titles.some(title => includesKeyword(title, PIPELINE_KEYWORDS));
-    const hasFlowDrop = titles.some(title => includesKeyword(title, FLOW_DROP_KEYWORDS));
-
-    if (hasPipeline && hasFlowDrop) {
-      const dedupeKey = generateDedupeKey('flow_drop', event.id, event.sourceCount);
-      if (!isRecentDuplicate(dedupeKey)) {
-        markSignalSeen(dedupeKey);
-        signals.push({
-          id: generateSignalId(),
-          type: 'flow_drop',
-          title: 'Pipeline Flow Drop',
-          description: `"${event.primaryTitle.slice(0, 70)}..." indicates reduced flow or disruption`,
-          confidence: Math.min(0.9, 0.4 + event.sourceCount / 10),
-          timestamp: new Date(),
-          data: {
-            newsVelocity: event.sourceCount,
-            relatedTopics: ['pipeline', 'flow'],
-          },
-        });
-      }
-    }
-  }
-
-  return signals;
-}
-
-// Convergence: Multiple diverse source types reporting same topic in short window
-function detectConvergence(events: ClusteredEvent[]): CorrelationSignal[] {
-  const signals: CorrelationSignal[] = [];
-  const WINDOW_MS = 60 * 60 * 1000; // 60 min window (relaxed from 30m)
-  const now = Date.now();
-
-  console.log(`[Convergence] Analyzing ${events.length} clusters`);
-
-  let clustersWithItems = 0;
-  let clustersWithEnoughItems = 0;
-
-  for (const event of events) {
-    if (event.allItems) clustersWithItems++;
-    if (!event.allItems || event.allItems.length < 3) continue;
-    clustersWithEnoughItems++;
-
-    // Only consider recent events
-    const recentItems = event.allItems.filter(
-      item => now - item.pubDate.getTime() < WINDOW_MS
-    );
-    if (recentItems.length < 3) continue;
-
-    // Count unique source types
-    const sourceTypes = new Set<SourceType>();
-    for (const item of recentItems) {
-      const type = getSourceType(item.source);
-      sourceTypes.add(type);
-    }
-
-    // Log clusters with multiple source types for debugging
-    if (sourceTypes.size >= 2) {
-      const types = Array.from(sourceTypes);
-      console.log(`[Convergence] Cluster "${event.primaryTitle.slice(0, 40)}..." has ${sourceTypes.size} types: ${types.join(', ')}`);
-    }
-
-    // Convergence = 3+ different source types on same story
-    if (sourceTypes.size >= 3) {
-      const types = Array.from(sourceTypes).filter(t => t !== 'other');
-      const dedupeKey = generateDedupeKey('convergence', event.id, sourceTypes.size);
-
-      if (!isRecentDuplicate(dedupeKey) && types.length >= 3) {
-        markSignalSeen(dedupeKey);
-        signals.push({
-          id: generateSignalId(),
-          type: 'convergence',
-          title: 'Source Convergence',
-          description: `"${event.primaryTitle.slice(0, 50)}..." reported by ${types.join(', ')} (${recentItems.length} sources in 30m)`,
-          confidence: Math.min(0.95, 0.6 + sourceTypes.size * 0.1),
-          timestamp: new Date(),
-          data: {
-            newsVelocity: recentItems.length,
-            relatedTopics: types,
-          },
-        });
-      }
-    }
-  }
-
-  return signals;
-}
-
-// Triangulation: Wire + Gov + Intel sources align on same topic
-function detectTriangulation(events: ClusteredEvent[]): CorrelationSignal[] {
-  const signals: CorrelationSignal[] = [];
-  const CRITICAL_TYPES: SourceType[] = ['wire', 'gov', 'intel'];
-
-  for (const event of events) {
-    if (!event.allItems || event.allItems.length < 3) continue;
-
-    const typePresent = new Set<SourceType>();
-    for (const item of event.allItems) {
-      const t = getSourceType(item.source);
-      if (CRITICAL_TYPES.includes(t)) {
-        typePresent.add(t);
-      }
-    }
-
-    // All 3 critical types present = triangulation
-    if (typePresent.size === 3) {
-      const dedupeKey = generateDedupeKey('triangulation', event.id, 3);
-
-      if (!isRecentDuplicate(dedupeKey)) {
-        markSignalSeen(dedupeKey);
-        signals.push({
-          id: generateSignalId(),
-          type: 'triangulation',
-          title: 'Intel Triangulation',
-          description: `Wire + Gov + Intel aligned: "${event.primaryTitle.slice(0, 45)}..."`,
-          confidence: 0.9,
-          timestamp: new Date(),
-          data: {
-            newsVelocity: event.sourceCount,
-            relatedTopics: Array.from(typePresent),
-          },
-        });
-      }
+  recentSignalKeys.set(key, Date.now());
+  if (recentSignalKeys.size > 500) {
+    const cutoff = Date.now() - 24 * 60 * 60 * 1000;
+    for (const [k, t] of recentSignalKeys) {
+      if (t < cutoff) recentSignalKeys.delete(k);
     }
   }
-
-  return signals;
 }
 
 export function analyzeCorrelations(
@@ -266,160 +57,29 @@ export function analyzeCorrelations(
   predictions: PredictionMarket[],
   markets: MarketData[]
 ): CorrelationSignal[] {
-  const signals: CorrelationSignal[] = [];
-  const now = Date.now();
-
-  const newsTopics = extractTopics(events);
-  const pipelineFlowSignals = detectPipelineFlowDrops(events);
-  const pipelineFlowMentions = pipelineFlowSignals.length;
-
-  const currentSnapshot: StreamSnapshot = {
-    newsVelocity: newsTopics,
-    marketChanges: new Map(markets.map(m => [m.symbol, m.change ?? 0])),
-    predictionChanges: new Map(predictions.map(p => [p.title.slice(0, 50), p.yesPrice])),
-    timestamp: now,
-  };
-
-  if (!previousSnapshot) {
-    previousSnapshot = currentSnapshot;
-    return signals;
-  }
-
-  // Detect prediction shifts
-  for (const pred of predictions) {
-    const key = pred.title.slice(0, 50);
-    const prev = previousSnapshot.predictionChanges.get(key);
-    if (prev !== undefined) {
-      const shift = Math.abs(pred.yesPrice - prev);
-      if (shift >= PREDICTION_SHIFT_THRESHOLD) {
-        const related = findRelatedTopics(pred.title);
-        const newsActivity = related.reduce((sum, t) => sum + (newsTopics.get(t) ?? 0), 0);
-
-        const dedupeKey = generateDedupeKey('prediction_leads_news', key, shift);
-        if (newsActivity < NEWS_VELOCITY_THRESHOLD && !isRecentDuplicate(dedupeKey)) {
-          markSignalSeen(dedupeKey);
-          signals.push({
-            id: generateSignalId(),
-            type: 'prediction_leads_news',
-            title: 'Prediction Market Shift',
-            description: `"${pred.title.slice(0, 60)}..." moved ${shift > 0 ? '+' : ''}${shift.toFixed(1)}% with low news coverage`,
-            confidence: Math.min(0.9, 0.5 + shift / 20),
-            timestamp: new Date(),
-            data: {
-              predictionShift: shift,
-              newsVelocity: newsActivity,
-              relatedTopics: related,
-            },
-          });
-        }
-      }
-    }
-  }
-
-  // Detect news velocity spikes without market reaction
-  for (const [topic, velocity] of newsTopics) {
-    const prevVelocity = previousSnapshot.newsVelocity.get(topic) ?? 0;
-    if (velocity > NEWS_VELOCITY_THRESHOLD * 2 && velocity > prevVelocity * 2) {
-      const dedupeKey = generateDedupeKey('velocity_spike', topic, velocity);
-      if (!isRecentDuplicate(dedupeKey)) {
-        markSignalSeen(dedupeKey);
-        signals.push({
-          id: generateSignalId(),
-          type: 'velocity_spike',
-          title: 'News Velocity Spike',
-          description: `"${topic}" coverage surging: ${velocity.toFixed(1)} activity score`,
-          confidence: Math.min(0.85, 0.4 + velocity / 20),
-          timestamp: new Date(),
-          data: {
-            newsVelocity: velocity,
-            relatedTopics: [topic],
-          },
-        });
-      }
-    }
-  }
-
-  // Detect silent market divergence
-  for (const market of markets) {
-    const change = Math.abs(market.change ?? 0);
-    if (change >= MARKET_MOVE_THRESHOLD) {
-      const relatedNews = Array.from(newsTopics.entries())
-        .filter(([k]) => market.name.toLowerCase().includes(k) || k.includes(market.symbol.toLowerCase()))
-        .reduce((sum, [, v]) => sum + v, 0);
-
-      const dedupeKey = generateDedupeKey('silent_divergence', market.symbol, change);
-      if (relatedNews < 2 && !isRecentDuplicate(dedupeKey)) {
-        markSignalSeen(dedupeKey);
-        signals.push({
-          id: generateSignalId(),
-          type: 'silent_divergence',
-          title: 'Unexplained Market Move',
-          description: `${market.name} moved ${market.change! > 0 ? '+' : ''}${market.change!.toFixed(2)}% with minimal news coverage`,
-          confidence: Math.min(0.8, 0.4 + change / 10),
-          timestamp: new Date(),
-          data: {
-            marketChange: market.change!,
-            newsVelocity: relatedNews,
-          },
-        });
-      }
-    }
-  }
-
-  // Detect flow/price divergence for energy commodities
-  for (const market of markets) {
-    if (!ENERGY_COMMODITY_SYMBOLS.has(market.symbol)) continue;
-
-    const change = market.change ?? 0;
-    if (change >= FLOW_PRICE_THRESHOLD) {
-      const relatedNews = Array.from(newsTopics.entries())
-        .filter(([k]) => market.name.toLowerCase().includes(k) || k.includes(market.symbol.toLowerCase()))
-        .reduce((sum, [, v]) => sum + v, 0);
-
-      const dedupeKey = generateDedupeKey('flow_price_divergence', market.symbol, change);
-      if (relatedNews < 2 && pipelineFlowMentions === 0 && !isRecentDuplicate(dedupeKey)) {
-        markSignalSeen(dedupeKey);
-        signals.push({
-          id: generateSignalId(),
-          type: 'flow_price_divergence',
-          title: 'Flow/Price Divergence',
-          description: `${market.name} up ${change.toFixed(2)}% without pipeline flow news`,
-          confidence: Math.min(0.85, 0.4 + change / 8),
-          timestamp: new Date(),
-          data: {
-            marketChange: change,
-            newsVelocity: relatedNews,
-            relatedTopics: ['pipeline', market.display],
-          },
-        });
-      }
-    }
-  }
-
-  previousSnapshot = currentSnapshot;
-
-  // Add convergence and triangulation signals
-  signals.push(...detectConvergence(events));
-  signals.push(...detectTriangulation(events));
-  signals.push(...pipelineFlowSignals);
-
-  // Dedupe by type to avoid spam
-  const uniqueSignals = signals.filter((sig, idx) =>
-    signals.findIndex(s => s.type === sig.type) === idx
+  const getSourceTypeFn = (source: string): SourceType => getSourceType(source) as SourceType;
+
+  const { signals, snapshot } = analyzeCorrelationsCore(
+    events,
+    predictions,
+    markets,
+    previousSnapshot,
+    getSourceTypeFn,
+    isRecentDuplicate,
+    markSignalSeen
   );
 
-  // Only return high-confidence signals
-  return uniqueSignals.filter(s => s.confidence >= 0.6);
+  previousSnapshot = snapshot;
+  return signals;
 }
 
 export function getRecentSignals(): CorrelationSignal[] {
-  const cutoff = Date.now() - 30 * 60 * 1000; // Last 30 mins
+  const cutoff = Date.now() - 30 * 60 * 1000;
   return signalHistory.filter(s => s.timestamp.getTime() > cutoff);
 }
 
 export function addToSignalHistory(signals: CorrelationSignal[]): void {
   signalHistory.push(...signals);
-  // Keep only last 100 signals
   while (signalHistory.length > 100) {
     signalHistory.shift();
   }
diff --git a/src/services/country-geometry.ts b/src/services/country-geometry.ts
new file mode 100644
index 000000000..b6717bdfb
--- /dev/null
+++ b/src/services/country-geometry.ts
@@ -0,0 +1,220 @@
+import type { FeatureCollection, Geometry, GeoJsonProperties, Position } from 'geojson';
+
+interface IndexedCountryGeometry {
+  code: string;
+  name: string;
+  bbox: [number, number, number, number]; // [minLon, minLat, maxLon, maxLat]
+  polygons: [number, number][][][]; // polygon -> ring -> [lon, lat]
+}
+
+interface CountryHit {
+  code: string;
+  name: string;
+}
+
+const COUNTRY_GEOJSON_URL = '/data/countries.geojson';
+
+let loadPromise: Promise<void> | null = null;
+let loadedGeoJson: FeatureCollection<Geometry> | null = null;
+const countryIndex = new Map<string, IndexedCountryGeometry>();
+let countryList: IndexedCountryGeometry[] = [];
+
+function normalizeCode(properties: GeoJsonProperties | null | undefined): string | null {
+  if (!properties) return null;
+  const rawCode = properties['ISO3166-1-Alpha-2'] ?? properties.ISO_A2 ?? properties.iso_a2;
+  if (typeof rawCode !== 'string') return null;
+  const code = rawCode.trim().toUpperCase();
+  return /^[A-Z]{2}$/.test(code) ? code : null;
+}
+
+function normalizeName(properties: GeoJsonProperties | null | undefined): string | null {
+  if (!properties) return null;
+  const rawName = properties.name ?? properties.NAME ?? properties.admin;
+  if (typeof rawName !== 'string') return null;
+  const name = rawName.trim();
+  return name.length > 0 ? name : null;
+}
+
+function toCoord(point: Position): [number, number] | null {
+  if (!Array.isArray(point) || point.length < 2) return null;
+  const lon = Number(point[0]);
+  const lat = Number(point[1]);
+  if (!Number.isFinite(lon) || !Number.isFinite(lat)) return null;
+  return [lon, lat];
+}
+
+function normalizePolygonRings(rings: Position[][]): [number, number][][] {
+  return rings
+    .map((ring) => ring.map(toCoord).filter((p): p is [number, number] => p !== null))
+    .filter((ring) => ring.length >= 3);
+}
+
+function normalizeGeometry(geometry: Geometry | null | undefined): [number, number][][][] {
+  if (!geometry) return [];
+  if (geometry.type === 'Polygon') {
+    const polygon = normalizePolygonRings(geometry.coordinates);
+    return polygon.length > 0 ? [polygon] : [];
+  }
+  if (geometry.type === 'MultiPolygon') {
+    return geometry.coordinates
+      .map((polygonCoords) => normalizePolygonRings(polygonCoords))
+      .filter((polygon) => polygon.length > 0);
+  }
+  return [];
+}
+
+function computeBbox(polygons: [number, number][][][]): [number, number, number, number] | null {
+  let minLon = Infinity;
+  let minLat = Infinity;
+  let maxLon = -Infinity;
+  let maxLat = -Infinity;
+  let hasPoint = false;
+
+  polygons.forEach((polygon) => {
+    polygon.forEach((ring) => {
+      ring.forEach(([lon, lat]) => {
+        hasPoint = true;
+        if (lon < minLon) minLon = lon;
+        if (lat < minLat) minLat = lat;
+        if (lon > maxLon) maxLon = lon;
+        if (lat > maxLat) maxLat = lat;
+      });
+    });
+  });
+
+  return hasPoint ? [minLon, minLat, maxLon, maxLat] : null;
+}
+
+function pointOnSegment(
+  px: number,
+  py: number,
+  x1: number,
+  y1: number,
+  x2: number,
+  y2: number
+): boolean {
+  const cross = (py - y1) * (x2 - x1) - (px - x1) * (y2 - y1);
+  if (Math.abs(cross) > 1e-9) return false;
+  const dot = (px - x1) * (px - x2) + (py - y1) * (py - y2);
+  return dot <= 0;
+}
+
+function pointInRing(lon: number, lat: number, ring: [number, number][]): boolean {
+  let inside = false;
+  for (let i = 0, j = ring.length - 1; i < ring.length; j = i++) {
+    const current = ring[i];
+    const previous = ring[j];
+    if (!current || !previous) continue;
+    const [xi, yi] = current;
+    const [xj, yj] = previous;
+    if (pointOnSegment(lon, lat, xi, yi, xj, yj)) return true;
+    const intersects = ((yi > lat) !== (yj > lat))
+      && (lon < ((xj - xi) * (lat - yi)) / ((yj - yi) || Number.EPSILON) + xi);
+    if (intersects) inside = !inside;
+  }
+  return inside;
+}
+
+function pointInCountryGeometry(country: IndexedCountryGeometry, lon: number, lat: number): boolean {
+  const [minLon, minLat, maxLon, maxLat] = country.bbox;
+  if (lon < minLon || lon > maxLon || lat < minLat || lat > maxLat) return false;
+
+  for (const polygon of country.polygons) {
+    const outer = polygon[0];
+    if (!outer || !pointInRing(lon, lat, outer)) continue;
+    let inHole = false;
+    for (let i = 1; i < polygon.length; i++) {
+      const hole = polygon[i];
+      if (hole && pointInRing(lon, lat, hole)) {
+        inHole = true;
+        break;
+      }
+    }
+    if (!inHole) return true;
+  }
+  return false;
+}
+
+async function ensureLoaded(): Promise<void> {
+  if (loadedGeoJson || loadPromise) {
+    await loadPromise;
+    return;
+  }
+
+  loadPromise = (async () => {
+    if (typeof fetch !== 'function') return;
+
+    try {
+      const response = await fetch(COUNTRY_GEOJSON_URL);
+      if (!response.ok) {
+        throw new Error(`HTTP ${response.status}`);
+      }
+
+      const data = await response.json() as FeatureCollection<Geometry>;
+      if (!data || data.type !== 'FeatureCollection' || !Array.isArray(data.features)) {
+        return;
+      }
+
+      loadedGeoJson = data;
+      countryIndex.clear();
+      countryList = [];
+
+      for (const feature of data.features) {
+        const code = normalizeCode(feature.properties);
+        const name = normalizeName(feature.properties);
+        if (!code || !name) continue;
+
+        const polygons = normalizeGeometry(feature.geometry);
+        const bbox = computeBbox(polygons);
+        if (!bbox || polygons.length === 0) continue;
+
+        const indexed: IndexedCountryGeometry = { code, name, polygons, bbox };
+        countryIndex.set(code, indexed);
+        countryList.push(indexed);
+      }
+    } catch (err) {
+      console.warn('[country-geometry] Failed to load countries.geojson:', err);
+    }
+  })();
+
+  await loadPromise;
+}
+
+export async function preloadCountryGeometry(): Promise<void> {
+  await ensureLoaded();
+}
+
+export async function getCountriesGeoJson(): Promise<FeatureCollection<Geometry> | null> {
+  await ensureLoaded();
+  return loadedGeoJson;
+}
+
+export function hasCountryGeometry(code: string): boolean {
+  // Synchronous API: caller should preload via preloadCountryGeometry().
+  return countryIndex.has(code.toUpperCase());
+}
+
+export function getCountryAtCoordinates(lat: number, lon: number, candidateCodes?: string[]): CountryHit | null {
+  // Synchronous API: return null until geometry is preloaded.
+  if (!loadedGeoJson) return null;
+  const candidates = Array.isArray(candidateCodes) && candidateCodes.length > 0
+    ? candidateCodes
+      .map((code) => countryIndex.get(code.toUpperCase()))
+      .filter((country): country is IndexedCountryGeometry => Boolean(country))
+    : countryList;
+
+  for (const country of candidates) {
+    if (pointInCountryGeometry(country, lon, lat)) {
+      return { code: country.code, name: country.name };
+    }
+  }
+  return null;
+}
+
+export function isCoordinateInCountry(lat: number, lon: number, code: string): boolean | null {
+  // Synchronous API: return null until geometry is preloaded.
+  if (!loadedGeoJson) return null;
+  const country = countryIndex.get(code.toUpperCase());
+  if (!country) return null;
+  return pointInCountryGeometry(country, lon, lat);
+}
diff --git a/src/services/country-instability.ts b/src/services/country-instability.ts
new file mode 100644
index 000000000..e63b4cb40
--- /dev/null
+++ b/src/services/country-instability.ts
@@ -0,0 +1,702 @@
+import type { SocialUnrestEvent, MilitaryFlight, MilitaryVessel, ClusteredEvent, InternetOutage } from '@/types';
+import { INTEL_HOTSPOTS, CONFLICT_ZONES, STRATEGIC_WATERWAYS } from '@/config/geo';
+import { TIER1_COUNTRIES } from '@/config/countries';
+import { focalPointDetector } from './focal-point-detector';
+import type { ConflictEvent } from './conflicts';
+import type { UcdpConflictStatus } from './ucdp';
+import type { HapiConflictSummary } from './hapi';
+import type { CountryDisplacement, ClimateAnomaly } from '@/types';
+import { getCountryAtCoordinates } from './country-geometry';
+
+export interface CountryScore {
+  code: string;
+  name: string;
+  score: number;
+  level: 'low' | 'normal' | 'elevated' | 'high' | 'critical';
+  trend: 'rising' | 'stable' | 'falling';
+  change24h: number;
+  components: ComponentScores;
+  lastUpdated: Date;
+}
+
+export interface ComponentScores {
+  unrest: number;
+  conflict: number;
+  security: number;
+  information: number;
+}
+
+interface CountryData {
+  protests: SocialUnrestEvent[];
+  conflicts: ConflictEvent[];
+  ucdpStatus: UcdpConflictStatus | null;
+  hapiSummary: HapiConflictSummary | null;
+  militaryFlights: MilitaryFlight[];
+  militaryVessels: MilitaryVessel[];
+  newsEvents: ClusteredEvent[];
+  outages: InternetOutage[];
+  displacementOutflow: number;
+  climateStress: number;
+}
+
+// Re-export for backwards compatibility
+export { TIER1_COUNTRIES } from '@/config/countries';
+
+// Learning Mode - warmup period for reliable data (bypassed when cached scores exist)
+const LEARNING_DURATION_MS = 15 * 60 * 1000; // 15 minutes
+let learningStartTime: number | null = null;
+let isLearningComplete = false;
+let hasCachedScoresAvailable = false;
+
+export function setHasCachedScores(hasScores: boolean): void {
+  hasCachedScoresAvailable = hasScores;
+  if (hasScores) {
+    isLearningComplete = true; // Skip learning when cached scores available
+  }
+}
+
+export function startLearning(): void {
+  if (learningStartTime === null) {
+    learningStartTime = Date.now();
+  }
+}
+
+export function isInLearningMode(): boolean {
+  if (hasCachedScoresAvailable) return false; // Bypass if backend has cached scores
+  if (isLearningComplete) return false;
+  if (learningStartTime === null) return true;
+
+  const elapsed = Date.now() - learningStartTime;
+  if (elapsed >= LEARNING_DURATION_MS) {
+    isLearningComplete = true;
+    return false;
+  }
+  return true;
+}
+
+export function getLearningProgress(): { inLearning: boolean; remainingMinutes: number; progress: number } {
+  if (hasCachedScoresAvailable || isLearningComplete) {
+    return { inLearning: false, remainingMinutes: 0, progress: 100 };
+  }
+  if (learningStartTime === null) {
+    return { inLearning: true, remainingMinutes: 15, progress: 0 };
+  }
+
+  const elapsed = Date.now() - learningStartTime;
+  const remaining = Math.max(0, LEARNING_DURATION_MS - elapsed);
+  const progress = Math.min(100, (elapsed / LEARNING_DURATION_MS) * 100);
+
+  return {
+    inLearning: remaining > 0,
+    remainingMinutes: Math.ceil(remaining / 60000),
+    progress: Math.round(progress),
+  };
+}
+
+const COUNTRY_KEYWORDS: Record<string, string[]> = {
+  US: ['united states', 'usa', 'america', 'washington', 'biden', 'trump', 'pentagon'],
+  RU: ['russia', 'moscow', 'kremlin', 'putin'],
+  CN: ['china', 'beijing', 'xi jinping', 'prc'],
+  UA: ['ukraine', 'kyiv', 'zelensky', 'donbas'],
+  IR: ['iran', 'tehran', 'khamenei', 'irgc'],
+  IL: ['israel', 'tel aviv', 'netanyahu', 'idf', 'gaza'],
+  TW: ['taiwan', 'taipei'],
+  KP: ['north korea', 'pyongyang', 'kim jong'],
+  SA: ['saudi arabia', 'riyadh', 'mbs'],
+  TR: ['turkey', 'ankara', 'erdogan'],
+  PL: ['poland', 'warsaw'],
+  DE: ['germany', 'berlin'],
+  FR: ['france', 'paris', 'macron'],
+  GB: ['britain', 'uk', 'london', 'starmer'],
+  IN: ['india', 'delhi', 'modi'],
+  PK: ['pakistan', 'islamabad'],
+  SY: ['syria', 'damascus', 'assad'],
+  YE: ['yemen', 'sanaa', 'houthi'],
+  MM: ['myanmar', 'burma', 'rangoon'],
+  VE: ['venezuela', 'caracas', 'maduro'],
+  BR: ['brazil', 'brasilia', 'lula', 'bolsonaro'],
+  AE: ['uae', 'emirates', 'dubai', 'abu dhabi'],
+};
+
+// Geopolitical baseline risk scores (0-50)
+// Reflects inherent instability regardless of current events
+const BASELINE_RISK: Record<string, number> = {
+  US: 5,    // Stable democracy, high media coverage inflates event counts
+  RU: 35,   // Authoritarian, active in Ukraine conflict
+  CN: 25,   // Authoritarian, Taiwan tensions, internal repression
+  UA: 50,   // Active war zone
+  IR: 40,   // Authoritarian, regional tensions, under-reported
+  IL: 45,   // Active conflict with Gaza/Lebanon
+  TW: 30,   // China tensions, invasion risk
+  KP: 45,   // Rogue state, nuclear threat, near-zero reporting
+  SA: 20,   // Regional tensions but relatively stable
+  TR: 25,   // Regional involvement, internal tensions
+  PL: 10,   // NATO frontline but stable
+  DE: 5,    // Stable democracy
+  FR: 10,   // Social tensions but stable
+  GB: 5,    // Stable democracy
+  IN: 20,   // Regional tensions, internal issues
+  PK: 35,   // Nuclear state, instability, terrorism
+  SY: 50,   // Active civil war
+  YE: 50,   // Active civil war
+  MM: 45,   // Military coup, civil conflict
+  VE: 40,   // Economic collapse, authoritarian
+  BR: 15,   // Large democracy, social tensions, Amazon deforestation
+  AE: 10,   // Stable, regional hub, low internal unrest
+};
+
+// Event significance multipliers
+// Higher = each event is more significant (authoritarian states where events are suppressed)
+// Lower = events are common/expected (open democracies with high media coverage)
+const EVENT_MULTIPLIER: Record<string, number> = {
+  US: 0.3,  // Many protests normal, over-reported
+  RU: 2.0,  // Protests rare and significant
+  CN: 2.5,  // Any protest is major (heavily suppressed)
+  UA: 0.8,  // War context, events expected
+  IR: 2.0,  // Protests suppressed, significant when occur
+  IL: 0.7,  // Frequent conflict, well-documented
+  TW: 1.5,  // Events significant
+  KP: 3.0,  // Almost no reporting, any event = major
+  SA: 2.0,  // Suppressed
+  TR: 1.2,  // Some suppression
+  PL: 0.8,  // Open democracy
+  DE: 0.5,  // Protests normal
+  FR: 0.6,  // Protests common
+  GB: 0.5,  // Open democracy
+  IN: 0.8,  // Large democracy, many events
+  PK: 1.5,  // Some suppression
+  SY: 0.7,  // War zone, events expected
+  YE: 0.7,  // War zone, events expected
+  MM: 1.8,  // Military suppression
+  VE: 1.8,  // Suppressed
+  BR: 0.6,  // Large democracy, many events
+  AE: 1.5,  // Events rare, significant when occur
+};
+
+const countryDataMap = new Map<string, CountryData>();
+const previousScores = new Map<string, number>();
+
+function initCountryData(): CountryData {
+  return { protests: [], conflicts: [], ucdpStatus: null, hapiSummary: null, militaryFlights: [], militaryVessels: [], newsEvents: [], outages: [], displacementOutflow: 0, climateStress: 0 };
+}
+
+export function clearCountryData(): void {
+  countryDataMap.clear();
+  hotspotActivityMap.clear();
+}
+
+export function getCountryData(code: string): CountryData | undefined {
+  return countryDataMap.get(code);
+}
+
+export function getPreviousScores(): Map<string, number> {
+  return previousScores;
+}
+
+export { COUNTRY_BOUNDS };
+export type { CountryData };
+
+function normalizeCountryName(name: string): string | null {
+  const lower = name.toLowerCase();
+  for (const [code, keywords] of Object.entries(COUNTRY_KEYWORDS)) {
+    if (keywords.some(kw => lower.includes(kw))) return code;
+  }
+  for (const [code, countryName] of Object.entries(TIER1_COUNTRIES)) {
+    if (lower.includes(countryName.toLowerCase())) return code;
+  }
+  return null;
+}
+
+export function ingestProtestsForCII(events: SocialUnrestEvent[]): void {
+  for (const e of events) {
+    const code = normalizeCountryName(e.country);
+    if (!code || !TIER1_COUNTRIES[code]) continue;
+    if (!countryDataMap.has(code)) countryDataMap.set(code, initCountryData());
+    countryDataMap.get(code)!.protests.push(e);
+    trackHotspotActivity(e.lat, e.lon, e.severity === 'high' ? 2 : 1);
+  }
+}
+
+export function ingestConflictsForCII(events: ConflictEvent[]): void {
+  for (const e of events) {
+    const code = normalizeCountryName(e.country);
+    if (!code || !TIER1_COUNTRIES[code]) continue;
+    if (!countryDataMap.has(code)) countryDataMap.set(code, initCountryData());
+    countryDataMap.get(code)!.conflicts.push(e);
+    trackHotspotActivity(e.lat, e.lon, e.fatalities > 0 ? 3 : 2);
+  }
+}
+
+export function ingestUcdpForCII(classifications: Map<string, UcdpConflictStatus>): void {
+  for (const [code, status] of classifications) {
+    if (!TIER1_COUNTRIES[code]) continue;
+    if (!countryDataMap.has(code)) countryDataMap.set(code, initCountryData());
+    countryDataMap.get(code)!.ucdpStatus = status;
+  }
+}
+
+export function ingestHapiForCII(summaries: Map<string, HapiConflictSummary>): void {
+  for (const [code, summary] of summaries) {
+    if (!TIER1_COUNTRIES[code]) continue;
+    if (!countryDataMap.has(code)) countryDataMap.set(code, initCountryData());
+    countryDataMap.get(code)!.hapiSummary = summary;
+  }
+}
+
+const ISO3_TO_ISO2: Record<string, string> = {
+  AFG: 'AF', SYR: 'SY', UKR: 'UA', SDN: 'SD', SSD: 'SS', SOM: 'SO',
+  COD: 'CD', MMR: 'MM', YEM: 'YE', ETH: 'ET', VEN: 'VE', IRQ: 'IQ',
+  COL: 'CO', NGA: 'NG', PSE: 'PS', TUR: 'TR', PAK: 'PK', IRN: 'IR',
+  IND: 'IN', CHN: 'CN', RUS: 'RU', ISR: 'IL', SAU: 'SA', USA: 'US',
+  TWN: 'TW', PRK: 'KP', POL: 'PL', DEU: 'DE', FRA: 'FR', GBR: 'GB',
+};
+
+const COUNTRY_NAME_TO_ISO: Record<string, string> = {
+  'Afghanistan': 'AF', 'Syria': 'SY', 'Ukraine': 'UA', 'Sudan': 'SD',
+  'South Sudan': 'SS', 'Somalia': 'SO', 'DR Congo': 'CD', 'Myanmar': 'MM',
+  'Yemen': 'YE', 'Ethiopia': 'ET', 'Venezuela': 'VE', 'Iraq': 'IQ',
+  'Colombia': 'CO', 'Nigeria': 'NG', 'Palestine': 'PS', 'Turkey': 'TR',
+  'Pakistan': 'PK', 'Iran': 'IR', 'India': 'IN', 'China': 'CN',
+  'Russia': 'RU', 'Israel': 'IL', 'Saudi Arabia': 'SA',
+};
+
+export function ingestDisplacementForCII(countries: CountryDisplacement[]): void {
+  for (const data of countryDataMap.values()) {
+    data.displacementOutflow = 0;
+  }
+
+  for (const c of countries) {
+    const code = c.code?.length === 3
+      ? ISO3_TO_ISO2[c.code] || c.code.substring(0, 2)
+      : COUNTRY_NAME_TO_ISO[c.name] || c.code;
+    if (!code || !TIER1_COUNTRIES[code]) continue;
+    if (!countryDataMap.has(code)) countryDataMap.set(code, initCountryData());
+    const outflow = c.refugees + c.asylumSeekers;
+    countryDataMap.get(code)!.displacementOutflow = outflow;
+  }
+}
+
+const ZONE_COUNTRY_MAP: Record<string, string[]> = {
+  'Ukraine': ['UA'], 'Middle East': ['IR', 'IL', 'SA', 'SY', 'YE'],
+  'South Asia': ['PK', 'IN'], 'Myanmar': ['MM'],
+};
+
+export function ingestClimateForCII(anomalies: ClimateAnomaly[]): void {
+  for (const data of countryDataMap.values()) {
+    data.climateStress = 0;
+  }
+
+  for (const a of anomalies) {
+    if (a.severity === 'normal') continue;
+    const codes = ZONE_COUNTRY_MAP[a.zone] || [];
+    for (const code of codes) {
+      if (!TIER1_COUNTRIES[code]) continue;
+      if (!countryDataMap.has(code)) countryDataMap.set(code, initCountryData());
+      const stress = a.severity === 'extreme' ? 15 : 8;
+      countryDataMap.get(code)!.climateStress = Math.max(countryDataMap.get(code)!.climateStress, stress);
+    }
+  }
+}
+
+// Country bounding boxes for location-based attribution [minLat, maxLat, minLon, maxLon]
+const COUNTRY_BOUNDS: Record<string, [number, number, number, number]> = {
+  IR: [25, 40, 44, 63],      // Iran
+  IL: [29, 34, 34, 36],      // Israel
+  UA: [44, 53, 22, 40],      // Ukraine
+  TW: [21, 26, 119, 122],    // Taiwan
+  KP: [37, 43, 124, 131],    // North Korea
+  SY: [32, 37, 35, 42],      // Syria
+  YE: [12, 19, 42, 54],      // Yemen
+  SA: [16, 32, 34, 56],      // Saudi Arabia
+  TR: [36, 42, 26, 45],      // Turkey
+  PK: [23, 37, 60, 77],      // Pakistan
+  IN: [6, 36, 68, 97],       // India
+  CN: [18, 54, 73, 135],     // China
+  RU: [41, 82, 19, 180],     // Russia (simplified)
+};
+const LOCATION_COUNTRY_CANDIDATES = Object.keys(TIER1_COUNTRIES);
+
+function getCountryFromLocation(lat: number, lon: number): string | null {
+  const precise = getCountryAtCoordinates(lat, lon, LOCATION_COUNTRY_CANDIDATES);
+  if (precise && TIER1_COUNTRIES[precise.code]) {
+    return precise.code;
+  }
+
+  for (const [code, [minLat, maxLat, minLon, maxLon]] of Object.entries(COUNTRY_BOUNDS)) {
+    if (lat >= minLat && lat <= maxLat && lon >= minLon && lon <= maxLon) {
+      return code;
+    }
+  }
+  return null;
+}
+
+function haversineKm(lat1: number, lon1: number, lat2: number, lon2: number): number {
+  const R = 6371;
+  const dLat = ((lat2 - lat1) * Math.PI) / 180;
+  const dLon = ((lon2 - lon1) * Math.PI) / 180;
+  const a = Math.sin(dLat / 2) ** 2 + Math.cos(lat1 * Math.PI / 180) * Math.cos(lat2 * Math.PI / 180) * Math.sin(dLon / 2) ** 2;
+  return R * 2 * Math.atan2(Math.sqrt(a), Math.sqrt(1 - a));
+}
+
+const HOTSPOT_COUNTRY_MAP: Record<string, string> = {
+  tehran: 'IR', moscow: 'RU', beijing: 'CN', kyiv: 'UA', taipei: 'TW',
+  telaviv: 'IL', pyongyang: 'KP', riyadh: 'SA', ankara: 'TR', damascus: 'SY',
+  sanaa: 'YE', caracas: 'VE', dc: 'US', london: 'GB', brussels: 'FR',
+  baghdad: 'IR', beirut: 'IR', doha: 'SA', abudhabi: 'SA',
+};
+
+const hotspotActivityMap = new Map<string, number>();
+
+function trackHotspotActivity(lat: number, lon: number, weight: number = 1): void {
+  for (const hotspot of INTEL_HOTSPOTS) {
+    const dist = haversineKm(lat, lon, hotspot.lat, hotspot.lon);
+    if (dist < 150) {
+      const countryCode = HOTSPOT_COUNTRY_MAP[hotspot.id];
+      if (countryCode && TIER1_COUNTRIES[countryCode]) {
+        const current = hotspotActivityMap.get(countryCode) || 0;
+        hotspotActivityMap.set(countryCode, current + weight);
+      }
+    }
+  }
+  for (const zone of CONFLICT_ZONES) {
+    const [zoneLon, zoneLat] = zone.center;
+    const dist = haversineKm(lat, lon, zoneLat, zoneLon);
+    if (dist < 300) {
+      const zoneCountries: Record<string, string[]> = {
+        ukraine: ['UA', 'RU'], gaza: ['IL', 'IR'], sudan: ['SA'], myanmar: ['MM'],
+      };
+      const countries = zoneCountries[zone.id] || [];
+      for (const code of countries) {
+        if (TIER1_COUNTRIES[code]) {
+          const current = hotspotActivityMap.get(code) || 0;
+          hotspotActivityMap.set(code, current + weight * 2);
+        }
+      }
+    }
+  }
+  for (const waterway of STRATEGIC_WATERWAYS) {
+    const dist = haversineKm(lat, lon, waterway.lat, waterway.lon);
+    if (dist < 200) {
+      const waterwayCountries: Record<string, string[]> = {
+        taiwan_strait: ['TW', 'CN'], hormuz_strait: ['IR', 'SA'],
+        bab_el_mandeb: ['YE', 'SA'], suez: ['IL'], bosphorus: ['TR'],
+      };
+      const countries = waterwayCountries[waterway.id] || [];
+      for (const code of countries) {
+        if (TIER1_COUNTRIES[code]) {
+          const current = hotspotActivityMap.get(code) || 0;
+          hotspotActivityMap.set(code, current + weight * 1.5);
+        }
+      }
+    }
+  }
+}
+
+function getHotspotBoost(countryCode: string): number {
+  const activity = hotspotActivityMap.get(countryCode) || 0;
+  return Math.min(10, activity * 1.5);  // Reduced from 30 max to 10 max
+}
+
+export function ingestMilitaryForCII(flights: MilitaryFlight[], vessels: MilitaryVessel[]): void {
+  // Track foreign military activity per country
+  const foreignMilitaryByCountry = new Map<string, { flights: number; vessels: number }>();
+
+  for (const f of flights) {
+    // 1. Credit operator country (their own military activity)
+    const operatorCode = normalizeCountryName(f.operatorCountry);
+    if (operatorCode && TIER1_COUNTRIES[operatorCode]) {
+      if (!countryDataMap.has(operatorCode)) countryDataMap.set(operatorCode, initCountryData());
+      countryDataMap.get(operatorCode)!.militaryFlights.push(f);
+    }
+
+    // 2. Credit LOCATION country if different (foreign military over their territory = threat)
+    const locationCode = getCountryFromLocation(f.lat, f.lon);
+    if (locationCode && TIER1_COUNTRIES[locationCode] && locationCode !== operatorCode) {
+      if (!foreignMilitaryByCountry.has(locationCode)) {
+        foreignMilitaryByCountry.set(locationCode, { flights: 0, vessels: 0 });
+      }
+      foreignMilitaryByCountry.get(locationCode)!.flights++;
+    }
+    trackHotspotActivity(f.lat, f.lon, 1.5);
+  }
+
+  for (const v of vessels) {
+    // 1. Credit operator country
+    const operatorCode = normalizeCountryName(v.operatorCountry);
+    if (operatorCode && TIER1_COUNTRIES[operatorCode]) {
+      if (!countryDataMap.has(operatorCode)) countryDataMap.set(operatorCode, initCountryData());
+      countryDataMap.get(operatorCode)!.militaryVessels.push(v);
+    }
+
+    // 2. Credit LOCATION country if different (foreign naval presence = threat)
+    const locationCode = getCountryFromLocation(v.lat, v.lon);
+    if (locationCode && TIER1_COUNTRIES[locationCode] && locationCode !== operatorCode) {
+      if (!foreignMilitaryByCountry.has(locationCode)) {
+        foreignMilitaryByCountry.set(locationCode, { flights: 0, vessels: 0 });
+      }
+      foreignMilitaryByCountry.get(locationCode)!.vessels++;
+    }
+    trackHotspotActivity(v.lat, v.lon, 2);
+  }
+
+  // Store foreign military counts for security calculation
+  for (const [code, counts] of foreignMilitaryByCountry) {
+    if (!countryDataMap.has(code)) countryDataMap.set(code, initCountryData());
+    const data = countryDataMap.get(code)!;
+    // Add synthetic entries to represent foreign military presence
+    // Each foreign flight/vessel counts MORE than own military (it's a threat)
+    for (let i = 0; i < counts.flights * 2; i++) {
+      data.militaryFlights.push({} as MilitaryFlight);
+    }
+    for (let i = 0; i < counts.vessels * 2; i++) {
+      data.militaryVessels.push({} as MilitaryVessel);
+    }
+  }
+}
+
+export function ingestNewsForCII(events: ClusteredEvent[]): void {
+  for (const e of events) {
+    const title = e.primaryTitle.toLowerCase();
+    for (const [code] of Object.entries(TIER1_COUNTRIES)) {
+      const keywords = COUNTRY_KEYWORDS[code] || [];
+      if (keywords.some(kw => title.includes(kw))) {
+        if (!countryDataMap.has(code)) countryDataMap.set(code, initCountryData());
+        countryDataMap.get(code)!.newsEvents.push(e);
+      }
+    }
+  }
+}
+
+export function ingestOutagesForCII(outages: InternetOutage[]): void {
+  for (const o of outages) {
+    const code = normalizeCountryName(o.country);
+    if (!code || !TIER1_COUNTRIES[code]) continue;
+    if (!countryDataMap.has(code)) countryDataMap.set(code, initCountryData());
+    countryDataMap.get(code)!.outages.push(o);
+  }
+}
+
+function calcUnrestScore(data: CountryData, countryCode: string): number {
+  const protestCount = data.protests.length;
+  const multiplier = EVENT_MULTIPLIER[countryCode] ?? 1.0;
+
+  let baseScore = 0;
+  let fatalityBoost = 0;
+  let severityBoost = 0;
+
+  if (protestCount > 0) {
+    const fatalities = data.protests.reduce((sum, p) => sum + (p.fatalities || 0), 0);
+    const highSeverity = data.protests.filter(p => p.severity === 'high').length;
+
+    // For democracies with frequent protests (low multiplier), use log scaling
+    // This prevents routine protests from triggering instability alerts
+    const isHighVolume = multiplier < 0.7;
+    const adjustedCount = isHighVolume
+      ? Math.log2(protestCount + 1) * multiplier * 5  // Log scale for democracies
+      : protestCount * multiplier;
+
+    baseScore = Math.min(50, adjustedCount * 8);
+
+    // Fatalities and high severity always matter, but scaled by multiplier
+    fatalityBoost = Math.min(30, fatalities * 5 * multiplier);
+    severityBoost = Math.min(20, highSeverity * 10 * multiplier);
+  }
+
+  // Internet outages are a MAJOR signal of instability
+  // Governments cut internet during crackdowns, conflicts, coups
+  let outageBoost = 0;
+  if (data.outages.length > 0) {
+    const totalOutages = data.outages.filter(o => o.severity === 'total').length;
+    const majorOutages = data.outages.filter(o => o.severity === 'major').length;
+    const partialOutages = data.outages.filter(o => o.severity === 'partial').length;
+
+    // Total blackout = major red flag (30 points)
+    // Major outage = significant (15 points)
+    // Partial = moderate (5 points)
+    outageBoost = Math.min(50, totalOutages * 30 + majorOutages * 15 + partialOutages * 5);
+  }
+
+  return Math.min(100, baseScore + fatalityBoost + severityBoost + outageBoost);
+}
+
+function calcConflictScore(data: CountryData, countryCode: string): number {
+  const events = data.conflicts;
+  const multiplier = EVENT_MULTIPLIER[countryCode] ?? 1.0;
+
+  if (events.length === 0 && !data.hapiSummary) return 0;
+
+  const battleCount = events.filter(e => e.eventType === 'battle').length;
+  const explosionCount = events.filter(e => e.eventType === 'explosion' || e.eventType === 'remote_violence').length;
+  const civilianCount = events.filter(e => e.eventType === 'violence_against_civilians').length;
+  const totalFatalities = events.reduce((sum, e) => sum + e.fatalities, 0);
+
+  const eventScore = Math.min(50, (battleCount * 3 + explosionCount * 4 + civilianCount * 5) * multiplier);
+  const fatalityScore = Math.min(40, Math.sqrt(totalFatalities) * 5 * multiplier);
+  const civilianBoost = civilianCount > 0 ? Math.min(10, civilianCount * 3) : 0;
+
+  // HAPI fallback: if no ACLED conflict events but HAPI shows political violence
+  let hapiFallback = 0;
+  if (events.length === 0 && data.hapiSummary) {
+    const h = data.hapiSummary;
+    hapiFallback = Math.min(60, (h.eventsPoliticalViolence * 2 + h.eventsCivilianTargeting * 3) * multiplier);
+  }
+
+  return Math.min(100, Math.max(eventScore + fatalityScore + civilianBoost, hapiFallback));
+}
+
+function getUcdpFloor(data: CountryData): number {
+  const status = data.ucdpStatus;
+  if (!status) return 0;
+  switch (status.intensity) {
+    case 'war': return 70;
+    case 'minor': return 50;
+    case 'none': return 0;
+  }
+}
+
+function calcSecurityScore(data: CountryData): number {
+  const flights = data.militaryFlights.length;
+  const vessels = data.militaryVessels.length;
+  const flightScore = Math.min(50, flights * 3);
+  const vesselScore = Math.min(30, vessels * 5);
+  return Math.min(100, flightScore + vesselScore);
+}
+
+function calcInformationScore(data: CountryData, countryCode: string): number {
+  const count = data.newsEvents.length;
+  if (count === 0) return 0;
+
+  const multiplier = EVENT_MULTIPLIER[countryCode] ?? 1.0;
+  const velocitySum = data.newsEvents.reduce((sum, e) => sum + (e.velocity?.sourcesPerHour || 0), 0);
+  const avgVelocity = velocitySum / count;
+
+  // For high-volume countries (US, UK, DE, FR), use logarithmic scaling
+  // This prevents routine news volume from triggering instability
+  const isHighVolume = multiplier < 0.7;
+  const adjustedCount = isHighVolume
+    ? Math.log2(count + 1) * multiplier * 3  // Log scale for media-saturated countries
+    : count * multiplier;
+
+  const baseScore = Math.min(40, adjustedCount * 5);
+
+  // Velocity only matters if it's actually high (breaking news style)
+  const velocityThreshold = isHighVolume ? 5 : 2;
+  const velocityBoost = avgVelocity > velocityThreshold
+    ? Math.min(40, (avgVelocity - velocityThreshold) * 10 * multiplier)
+    : 0;
+
+  // Alert boost also scaled by multiplier
+  const alertBoost = data.newsEvents.some(e => e.isAlert) ? 20 * multiplier : 0;
+
+  return Math.min(100, baseScore + velocityBoost + alertBoost);
+}
+
+function getLevel(score: number): CountryScore['level'] {
+  if (score >= 81) return 'critical';
+  if (score >= 66) return 'high';
+  if (score >= 51) return 'elevated';
+  if (score >= 31) return 'normal';
+  return 'low';
+}
+
+function getTrend(code: string, current: number): CountryScore['trend'] {
+  const prev = previousScores.get(code);
+  if (prev === undefined) return 'stable';
+  const diff = current - prev;
+  if (diff >= 5) return 'rising';
+  if (diff <= -5) return 'falling';
+  return 'stable';
+}
+
+export function calculateCII(): CountryScore[] {
+  const scores: CountryScore[] = [];
+  const focalUrgencies = focalPointDetector.getCountryUrgencyMap();
+
+  for (const [code, name] of Object.entries(TIER1_COUNTRIES)) {
+    const data = countryDataMap.get(code) || initCountryData();
+    const baselineRisk = BASELINE_RISK[code] ?? 20;
+
+    const components: ComponentScores = {
+      unrest: Math.round(calcUnrestScore(data, code)),
+      conflict: Math.round(calcConflictScore(data, code)),
+      security: Math.round(calcSecurityScore(data)),
+      information: Math.round(calcInformationScore(data, code)),
+    };
+
+    // Weighted components: conflict gets highest weight (armed conflict is strongest signal)
+    const eventScore = components.unrest * 0.25 + components.conflict * 0.30 + components.security * 0.20 + components.information * 0.25;
+
+    const hotspotBoost = getHotspotBoost(code);
+    const newsUrgencyBoost = components.information >= 70 ? 5
+      : components.information >= 50 ? 3
+      : 0;
+    const focalUrgency = focalUrgencies.get(code);
+    const focalBoost = focalUrgency === 'critical' ? 8
+      : focalUrgency === 'elevated' ? 4
+      : 0;
+
+    const displacementBoost = data.displacementOutflow >= 1_000_000 ? 8
+      : data.displacementOutflow >= 100_000 ? 4
+      : 0;
+    const climateBoost = data.climateStress;
+
+    const blendedScore = baselineRisk * 0.4 + eventScore * 0.6 + hotspotBoost + newsUrgencyBoost + focalBoost + displacementBoost + climateBoost;
+
+    // UCDP-derived conflict floor replaces hardcoded floors
+    // war (1000+ deaths/yr) → 70, minor (25-999) → 50, none → 0
+    const floor = getUcdpFloor(data);
+    const score = Math.round(Math.min(100, Math.max(floor, blendedScore)));
+
+    const prev = previousScores.get(code) ?? score;
+
+    scores.push({
+      code,
+      name,
+      score,
+      level: getLevel(score),
+      trend: getTrend(code, score),
+      change24h: score - prev,
+      components,
+      lastUpdated: new Date(),
+    });
+
+    previousScores.set(code, score);
+  }
+
+  return scores.sort((a, b) => b.score - a.score);
+}
+
+export function getTopUnstableCountries(limit = 10): CountryScore[] {
+  return calculateCII().slice(0, limit);
+}
+
+export function getCountryScore(code: string): number | null {
+  const data = countryDataMap.get(code);
+  if (!data) return null;
+
+  const baselineRisk = BASELINE_RISK[code] ?? 20;
+  const components: ComponentScores = {
+    unrest: calcUnrestScore(data, code),
+    conflict: calcConflictScore(data, code),
+    security: calcSecurityScore(data),
+    information: calcInformationScore(data, code),
+  };
+
+  const eventScore = components.unrest * 0.25 + components.conflict * 0.30 + components.security * 0.20 + components.information * 0.25;
+  const hotspotBoost = getHotspotBoost(code);
+  const newsUrgencyBoost = components.information >= 70 ? 5
+    : components.information >= 50 ? 3
+    : 0;
+  const focalUrgency = focalPointDetector.getCountryUrgency(code);
+  const focalBoost = focalUrgency === 'critical' ? 8
+    : focalUrgency === 'elevated' ? 4
+    : 0;
+  const displacementBoost = data.displacementOutflow >= 1_000_000 ? 8
+    : data.displacementOutflow >= 100_000 ? 4
+    : 0;
+  const climateBoost = data.climateStress;
+  const blendedScore = baselineRisk * 0.4 + eventScore * 0.6 + hotspotBoost + newsUrgencyBoost + focalBoost + displacementBoost + climateBoost;
+
+  const floor = getUcdpFloor(data);
+  return Math.round(Math.min(100, Math.max(floor, blendedScore)));
+}
diff --git a/src/services/cross-module-integration.ts b/src/services/cross-module-integration.ts
new file mode 100644
index 000000000..a0cc37d02
--- /dev/null
+++ b/src/services/cross-module-integration.ts
@@ -0,0 +1,547 @@
+import { getLocationName, type GeoConvergenceAlert } from './geo-convergence';
+import type { CountryScore } from './country-instability';
+import type { CascadeResult, CascadeImpactLevel } from '@/types';
+import { calculateCII, TIER1_COUNTRIES, isInLearningMode } from './country-instability';
+
+export type AlertPriority = 'critical' | 'high' | 'medium' | 'low';
+export type AlertType = 'convergence' | 'cii_spike' | 'cascade' | 'composite';
+
+export interface UnifiedAlert {
+  id: string;
+  type: AlertType;
+  priority: AlertPriority;
+  title: string;
+  summary: string;
+  components: {
+    convergence?: GeoConvergenceAlert;
+    ciiChange?: CIIChangeAlert;
+    cascade?: CascadeAlert;
+  };
+  location?: { lat: number; lon: number };
+  countries: string[];
+  timestamp: Date;
+}
+
+export interface CIIChangeAlert {
+  country: string;
+  countryName: string;
+  previousScore: number;
+  currentScore: number;
+  change: number;
+  level: CountryScore['level'];
+  driver: string;
+}
+
+export interface CascadeAlert {
+  sourceId: string;
+  sourceName: string;
+  sourceType: string;
+  countriesAffected: number;
+  highestImpact: CascadeImpactLevel;
+}
+
+export interface StrategicRiskOverview {
+  convergenceAlerts: number;
+  avgCIIDeviation: number;
+  infrastructureIncidents: number;
+  compositeScore: number;
+  trend: 'escalating' | 'stable' | 'de-escalating';
+  topRisks: string[];
+  topConvergenceZones: { cellId: string; lat: number; lon: number; score: number }[];
+  unstableCountries: CountryScore[];
+  timestamp: Date;
+}
+
+const alerts: UnifiedAlert[] = [];
+const previousCIIScores = new Map<string, number>();
+const ALERT_MERGE_WINDOW_MS = 2 * 60 * 60 * 1000;
+const ALERT_MERGE_DISTANCE_KM = 200;
+
+let alertIdCounter = 0;
+function generateAlertId(): string {
+  return `alert-${Date.now()}-${++alertIdCounter}`;
+}
+
+function haversineDistance(
+  lat1: number,
+  lon1: number,
+  lat2: number,
+  lon2: number
+): number {
+  const R = 6371;
+  const dLat = ((lat2 - lat1) * Math.PI) / 180;
+  const dLon = ((lon2 - lon1) * Math.PI) / 180;
+  const a =
+    Math.sin(dLat / 2) * Math.sin(dLat / 2) +
+    Math.cos((lat1 * Math.PI) / 180) *
+      Math.cos((lat2 * Math.PI) / 180) *
+      Math.sin(dLon / 2) *
+      Math.sin(dLon / 2);
+  const c = 2 * Math.atan2(Math.sqrt(a), Math.sqrt(1 - a));
+  return R * c;
+}
+
+function getPriorityFromCIIChange(change: number, level: CountryScore['level']): AlertPriority {
+  const absChange = Math.abs(change);
+  // Match CII thresholds: critical at 81+, high at 66+
+  if (level === 'critical') return 'critical';
+  if (level === 'high' || absChange >= 30) return 'high';
+  if (level === 'elevated' || absChange >= 15) return 'medium';
+  return 'low';
+}
+
+function getPriorityFromCascadeImpact(impact: CascadeImpactLevel, count: number): AlertPriority {
+  if (impact === 'critical' || (impact === 'high' && count >= 3)) return 'critical';
+  if (impact === 'high' || count >= 5) return 'high';
+  if (impact === 'medium' || count >= 3) return 'medium';
+  return 'low';
+}
+
+function getPriorityFromConvergence(score: number, typeCount: number): AlertPriority {
+  // Convergence: 4+ event types or score 90+ = critical, 3 types or 70+ = high
+  if (typeCount >= 4 || score >= 90) return 'critical';
+  if (typeCount >= 3 || score >= 70) return 'high';
+  if (score >= 50) return 'medium';
+  return 'low';
+}
+
+function buildConvergenceAlert(convergence: GeoConvergenceAlert, alertId: string): UnifiedAlert {
+  return {
+    id: alertId,
+    type: 'convergence',
+    priority: getPriorityFromConvergence(convergence.score, convergence.types.length),
+    title: `Geographic Alert: ${getCountriesNearLocation(convergence.lat, convergence.lon).join(', ') || 'Unknown'}`,
+    summary: `${convergence.totalEvents} events detected in region (${convergence.lat.toFixed(1)}°, ${convergence.lon.toFixed(1)}°)`,
+    components: { convergence },
+    location: { lat: convergence.lat, lon: convergence.lon },
+    countries: getCountriesNearLocation(convergence.lat, convergence.lon),
+    timestamp: new Date(),
+  };
+}
+
+export function createConvergenceAlert(convergence: GeoConvergenceAlert): UnifiedAlert {
+  const alertId = `conv-${convergence.cellId}`;
+  const alert = buildConvergenceAlert(convergence, alertId);
+  return addAndMergeAlert(alert);
+}
+
+export function createCIIAlert(
+  country: string,
+  countryName: string,
+  previousScore: number,
+  currentScore: number,
+  level: CountryScore['level'],
+  driver: string
+): UnifiedAlert | null {
+  const change = currentScore - previousScore;
+  if (Math.abs(change) < 10) return null;
+
+  const ciiChange: CIIChangeAlert = {
+    country,
+    countryName,
+    previousScore,
+    currentScore,
+    change,
+    level,
+    driver,
+  };
+
+  const direction = change > 0 ? 'rose' : 'fell';
+  const changeStr = change > 0 ? `+${change}` : String(change);
+
+  const alert: UnifiedAlert = {
+    id: `cii-${country}`, // Stable ID for deduplication by country
+    type: 'cii_spike',
+    priority: getPriorityFromCIIChange(change, level),
+    title: `${countryName} Instability ${change > 0 ? 'Rising' : 'Falling'}`,
+    summary: `Instability index ${direction} from ${previousScore} to ${currentScore} (${changeStr}). Driver: ${driver}`,
+    components: { ciiChange },
+    countries: [country],
+    timestamp: new Date(),
+  };
+
+  return addAndMergeAlert(alert);
+}
+
+export function createCascadeAlert(cascade: CascadeResult): UnifiedAlert | null {
+  if (cascade.countriesAffected.length === 0) return null;
+
+  const highestImpact = cascade.countriesAffected[0]?.impactLevel || 'low';
+  const cascadeAlert: CascadeAlert = {
+    sourceId: cascade.source.id,
+    sourceName: cascade.source.name,
+    sourceType: cascade.source.type,
+    countriesAffected: cascade.countriesAffected.length,
+    highestImpact,
+  };
+
+  const alert: UnifiedAlert = {
+    id: generateAlertId(),
+    type: 'cascade',
+    priority: getPriorityFromCascadeImpact(highestImpact, cascade.countriesAffected.length),
+    title: `Infrastructure Alert: ${cascade.source.name}`,
+    summary: `${cascade.countriesAffected.length} countries affected, highest impact: ${highestImpact}`,
+    components: { cascade: cascadeAlert },
+    location: cascade.source.coordinates
+      ? { lat: cascade.source.coordinates[1], lon: cascade.source.coordinates[0] }
+      : undefined,
+    countries: cascade.countriesAffected.map(c => c.country),
+    timestamp: new Date(),
+  };
+
+  return addAndMergeAlert(alert);
+}
+
+function shouldMergeAlerts(a: UnifiedAlert, b: UnifiedAlert): boolean {
+  const sameCountry = a.countries.some(c => b.countries.includes(c));
+  const sameTime =
+    Math.abs(a.timestamp.getTime() - b.timestamp.getTime()) < ALERT_MERGE_WINDOW_MS;
+  const sameLocation = !!(
+    a.location &&
+    b.location &&
+    haversineDistance(a.location.lat, a.location.lon, b.location.lat, b.location.lon) <
+      ALERT_MERGE_DISTANCE_KM
+  );
+
+  return (sameCountry || sameLocation) && sameTime;
+}
+
+function mergeAlerts(existing: UnifiedAlert, incoming: UnifiedAlert): UnifiedAlert {
+  const merged: UnifiedAlert = {
+    id: existing.id,
+    type: 'composite',
+    priority: getHigherPriority(existing.priority, incoming.priority),
+    title: generateCompositeTitle(existing, incoming),
+    summary: generateCompositeSummary(existing, incoming),
+    components: {
+      ...existing.components,
+      ...incoming.components,
+    },
+    location: existing.location || incoming.location,
+    countries: [...new Set([...existing.countries, ...incoming.countries])],
+    timestamp: new Date(Math.max(existing.timestamp.getTime(), incoming.timestamp.getTime())),
+  };
+
+  return merged;
+}
+
+function getHigherPriority(a: AlertPriority, b: AlertPriority): AlertPriority {
+  const order: AlertPriority[] = ['critical', 'high', 'medium', 'low'];
+  return order.indexOf(a) <= order.indexOf(b) ? a : b;
+}
+
+function getCountryDisplayName(code: string): string {
+  return TIER1_COUNTRIES[code] || code;
+}
+
+function generateCompositeTitle(a: UnifiedAlert, b: UnifiedAlert): string {
+  // Get country name from CII change component if available
+  const ciiChange = a.components.ciiChange || b.components.ciiChange;
+  if (ciiChange) {
+    const direction = (ciiChange.change > 0) ? 'Rising' : 'Falling';
+    return `${ciiChange.countryName} Instability ${direction}`;
+  }
+
+  // For convergence alerts
+  if (a.components.convergence || b.components.convergence) {
+    const countryCode = a.countries[0] || b.countries[0];
+    const location = countryCode ? getCountryDisplayName(countryCode) : 'Multiple Regions';
+    return `Geographic Alert: ${location}`;
+  }
+
+  // For cascade alerts
+  if (a.components.cascade || b.components.cascade) {
+    return 'Infrastructure Cascade Alert';
+  }
+
+  const countryCode = a.countries[0] || b.countries[0];
+  const location = countryCode ? getCountryDisplayName(countryCode) : 'Multiple Regions';
+  return `Alert: ${location}`;
+}
+
+function generateCompositeSummary(a: UnifiedAlert, b: UnifiedAlert): string {
+  // For CII alerts, combine into a single narrative
+  const ciiA = a.components.ciiChange;
+  const ciiB = b.components.ciiChange;
+
+  if (ciiA && ciiB && ciiA.country === ciiB.country) {
+    // Same country, multiple updates - show the progression
+    const latest = ciiB.currentScore > ciiA.currentScore ? ciiB : ciiA;
+    const earliest = ciiB.currentScore > ciiA.currentScore ? ciiA : ciiB;
+    const totalChange = latest.currentScore - earliest.previousScore;
+    const direction = totalChange > 0 ? 'rose' : 'fell';
+    const changeStr = totalChange > 0 ? `+${totalChange}` : `${totalChange}`;
+    return `Instability index ${direction} from ${earliest.previousScore} to ${latest.currentScore} (${changeStr}). Driver: ${latest.driver}`;
+  }
+
+  // Otherwise combine summaries — limit to avoid unbounded growth
+  // Extract unique bullet segments from both summaries (they may already contain ' • ' from prior merges)
+  const seen = new Set<string>();
+  const parts: string[] = [];
+  for (const s of [a.summary, b.summary]) {
+    if (!s) continue;
+    for (const seg of s.split(' • ')) {
+      const trimmed = seg.trim();
+      if (trimmed && !seen.has(trimmed)) {
+        seen.add(trimmed);
+        parts.push(trimmed);
+      }
+    }
+  }
+  // Cap at 3 evidence items to prevent wall-of-text
+  if (parts.length > 3) {
+    const extra = parts.length - 3;
+    return parts.slice(0, 3).join(' • ') + ` (+${extra} more)`;
+  }
+  return parts.join(' • ');
+}
+
+function addAndMergeAlert(alert: UnifiedAlert): UnifiedAlert {
+  // First check for existing alert with same ID (stable deduplication)
+  const existingByIdIndex = alerts.findIndex(a => a.id === alert.id);
+  if (existingByIdIndex !== -1) {
+    const existing = alerts[existingByIdIndex]!;
+    // Update existing alert with new data, keeping higher priority
+    const updated: UnifiedAlert = {
+      ...alert,
+      priority: getHigherPriority(existing.priority, alert.priority),
+      timestamp: new Date(Math.max(existing.timestamp.getTime(), alert.timestamp.getTime())),
+    };
+    alerts[existingByIdIndex] = updated;
+    return updated;
+  }
+
+  // Then check for merge candidates based on location/country
+  for (let i = 0; i < alerts.length; i++) {
+    const existing = alerts[i];
+    if (existing && shouldMergeAlerts(existing, alert)) {
+      const merged = mergeAlerts(existing, alert);
+      alerts[i] = merged;
+      return merged;
+    }
+  }
+
+  alerts.unshift(alert);
+  if (alerts.length > 50) alerts.pop();
+  return alert;
+}
+
+function getCountriesNearLocation(lat: number, lon: number): string[] {
+  const countries: string[] = [];
+
+  const regionCountries = {
+    europe: ['DE', 'FR', 'GB', 'PL', 'UA'],
+    middle_east: ['IR', 'IL', 'SA', 'TR', 'SY', 'YE'],
+    east_asia: ['CN', 'TW', 'KP'],
+    south_asia: ['IN', 'PK', 'MM'],
+    americas: ['US', 'VE'],
+  } as const;
+
+  if (lat > 35 && lat < 70 && lon > -10 && lon < 40) {
+    countries.push(...regionCountries.europe);
+  } else if (lat > 15 && lat < 45 && lon > 25 && lon < 65) {
+    countries.push(...regionCountries.middle_east);
+  } else if (lat > 15 && lat < 55 && lon > 100 && lon < 145) {
+    countries.push(...regionCountries.east_asia);
+  } else if (lat > 5 && lat < 40 && lon > 65 && lon < 100) {
+    countries.push(...regionCountries.south_asia);
+  } else if (lat > -60 && lat < 70 && lon > -130 && lon < -30) {
+    countries.push(...regionCountries.americas);
+  }
+
+  return countries.filter(c => TIER1_COUNTRIES[c]);
+}
+
+export function checkCIIChanges(): UnifiedAlert[] {
+  const newAlerts: UnifiedAlert[] = [];
+  const scores = calculateCII();
+
+  // Skip alerting during learning mode - data not yet reliable
+  const inLearning = isInLearningMode();
+
+  for (const score of scores) {
+    const previous = previousCIIScores.get(score.code) ?? score.score;
+    const change = score.score - previous;
+
+    // Only emit alerts after learning period completes
+    if (!inLearning && Math.abs(change) >= 10) {
+      const driver = getHighestComponent(score);
+      const alert = createCIIAlert(
+        score.code,
+        score.name,
+        previous,
+        score.score,
+        score.level,
+        driver
+      );
+      if (alert) newAlerts.push(alert);
+    }
+
+    previousCIIScores.set(score.code, score.score);
+  }
+
+  return newAlerts;
+}
+
+function getHighestComponent(score: CountryScore): string {
+  const { unrest, security, information } = score.components;
+  if (unrest >= security && unrest >= information) return 'Civil Unrest';
+  if (security >= information) return 'Security Activity';
+  return 'Information Velocity';
+}
+
+// Populate alerts from convergence and CII data
+function updateAlerts(convergenceAlerts: GeoConvergenceAlert[]): void {
+  // Prune old alerts (older than 24 hours)
+  const cutoff = Date.now() - 24 * 60 * 60 * 1000;
+  while (alerts.length > 0 && alerts[0]!.timestamp.getTime() < cutoff) {
+    alerts.shift();
+  }
+
+  // Add convergence alerts (addAndMergeAlert handles deduplication by stable ID)
+  for (const conv of convergenceAlerts) {
+    createConvergenceAlert(conv);
+  }
+
+  // Check for CII changes (alerts are added internally via addAndMergeAlert)
+  checkCIIChanges();
+
+  // Sort by timestamp (newest first) and limit to 100
+  alerts.sort((a, b) => b.timestamp.getTime() - a.timestamp.getTime());
+  if (alerts.length > 100) {
+    alerts.length = 100;
+  }
+}
+
+export function calculateStrategicRiskOverview(
+  convergenceAlerts: GeoConvergenceAlert[]
+): StrategicRiskOverview {
+  const ciiScores = calculateCII();
+
+  // Update the alerts array with current data
+  updateAlerts(convergenceAlerts);
+
+  const ciiRiskScore = calculateCIIRiskScore(ciiScores);
+
+  // Weights for composite score
+  const convergenceWeight = 0.3;  // Geo convergence of multiple event types
+  const ciiWeight = 0.5;          // Country instability (main driver)
+  const infraWeight = 0.2;        // Infrastructure incidents
+
+  const convergenceScore = Math.min(100, convergenceAlerts.length * 25);
+  const infraScore = Math.min(100, countInfrastructureIncidents() * 25);
+
+  // CII score is already 0-100 from calculateCIIRiskScore
+  const composite = Math.round(
+    convergenceScore * convergenceWeight +
+    ciiRiskScore * ciiWeight +
+    infraScore * infraWeight
+  );
+
+  const trend = determineTrend(composite);
+
+  // Top country score for display
+  const topCountry = ciiScores[0];
+  const topCIIScore = topCountry ? topCountry.score : 0;
+
+  return {
+    convergenceAlerts: convergenceAlerts.length,
+    avgCIIDeviation: topCIIScore,  // Now shows top country score
+    infrastructureIncidents: countInfrastructureIncidents(),
+    compositeScore: composite,
+    trend,
+    topRisks: identifyTopRisks(convergenceAlerts, ciiScores),
+    topConvergenceZones: convergenceAlerts
+      .slice(0, 3)
+      .map(a => ({ cellId: a.cellId, lat: a.lat, lon: a.lon, score: a.score })),
+    unstableCountries: ciiScores.filter(s => s.score >= 50).slice(0, 5),
+    timestamp: new Date(),
+  };
+}
+
+function calculateCIIRiskScore(scores: CountryScore[]): number {
+  if (scores.length === 0) return 0;
+
+  // Use top 5 highest-scoring countries to determine risk
+  // Don't dilute with stable countries
+  const sorted = [...scores].sort((a, b) => b.score - a.score);
+  const top5 = sorted.slice(0, 5);
+
+  // Weighted: highest country contributes most
+  // Top country: 40%, 2nd: 25%, 3rd: 20%, 4th: 10%, 5th: 5%
+  const weights = [0.4, 0.25, 0.2, 0.1, 0.05];
+  let weightedScore = 0;
+
+  for (let i = 0; i < top5.length; i++) {
+    const country = top5[i];
+    const weight = weights[i];
+    if (country && weight !== undefined) {
+      weightedScore += country.score * weight;
+    }
+  }
+
+  // Count of elevated countries (score >= 50) adds bonus
+  const elevatedCount = scores.filter(s => s.score >= 50).length;
+  const elevatedBonus = Math.min(20, elevatedCount * 5);
+
+  return Math.min(100, weightedScore + elevatedBonus);
+}
+
+let previousCompositeScore: number | null = null;
+function determineTrend(current: number): 'escalating' | 'stable' | 'de-escalating' {
+  if (previousCompositeScore === null) {
+    previousCompositeScore = current;
+    return 'stable';
+  }
+  const diff = current - previousCompositeScore;
+  previousCompositeScore = current;
+  if (diff >= 5) return 'escalating';
+  if (diff <= -5) return 'de-escalating';
+  return 'stable';
+}
+
+function countInfrastructureIncidents(): number {
+  return alerts.filter(a => a.components.cascade).length;
+}
+
+function identifyTopRisks(
+  convergence: GeoConvergenceAlert[],
+  cii: CountryScore[]
+): string[] {
+  const risks: string[] = [];
+
+  const top = convergence[0];
+  if (top) {
+    const location = getLocationName(top.lat, top.lon);
+    risks.push(`Convergence: ${location} (score: ${top.score})`);
+  }
+
+  const critical = cii.filter(s => s.level === 'critical' || s.level === 'high');
+  for (const c of critical.slice(0, 2)) {
+    risks.push(`${c.name} instability: ${c.score} (${c.level})`);
+  }
+
+  return risks.slice(0, 3);
+}
+
+export function getAlerts(): UnifiedAlert[] {
+  return [...alerts];
+}
+
+export function getRecentAlerts(hours: number = 24): UnifiedAlert[] {
+  const cutoff = Date.now() - hours * 60 * 60 * 1000;
+  return alerts.filter(a => a.timestamp.getTime() > cutoff);
+}
+
+export function clearAlerts(): void {
+  alerts.length = 0;
+}
+
+export function getAlertCount(): { critical: number; high: number; medium: number; low: number } {
+  return {
+    critical: alerts.filter(a => a.priority === 'critical').length,
+    high: alerts.filter(a => a.priority === 'high').length,
+    medium: alerts.filter(a => a.priority === 'medium').length,
+    low: alerts.filter(a => a.priority === 'low').length,
+  };
+}
diff --git a/src/services/cyber-threats.ts b/src/services/cyber-threats.ts
new file mode 100644
index 000000000..29d9a2ddb
--- /dev/null
+++ b/src/services/cyber-threats.ts
@@ -0,0 +1,196 @@
+import type { CyberThreat, CyberThreatIndicatorType, CyberThreatSeverity, CyberThreatSource, CyberThreatType } from '@/types';
+import { createCircuitBreaker } from '@/utils';
+
+const API_URL = '/api/cyber-threats';
+const DEFAULT_LIMIT = 500;
+const MAX_LIMIT = 1000;
+const DEFAULT_DAYS = 14;
+const MAX_DAYS = 90;
+
+export interface CyberThreatSourceStatus {
+  ok: boolean;
+  count: number;
+  reason?: string;
+}
+
+export interface CyberThreatsMeta {
+  partial: boolean;
+  sources: {
+    feodo: CyberThreatSourceStatus;
+    urlhaus: CyberThreatSourceStatus;
+    c2intel: CyberThreatSourceStatus;
+    otx: CyberThreatSourceStatus;
+    abuseipdb: CyberThreatSourceStatus;
+  };
+  cachedAt?: string;
+}
+
+const breaker = createCircuitBreaker<CyberThreat[]>({ name: 'Cyber Threats' });
+
+let lastMeta: CyberThreatsMeta = {
+  partial: false,
+  sources: {
+    feodo: { ok: false, count: 0 },
+    urlhaus: { ok: false, count: 0 },
+    c2intel: { ok: false, count: 0 },
+    otx: { ok: false, count: 0 },
+    abuseipdb: { ok: false, count: 0 },
+  },
+};
+
+function clampInt(rawValue: number | undefined, fallback: number, min: number, max: number): number {
+  if (!Number.isFinite(rawValue)) return fallback;
+  return Math.max(min, Math.min(max, Math.floor(rawValue as number)));
+}
+
+function asSeverity(value: unknown): CyberThreatSeverity {
+  const normalized = String(value ?? '').toLowerCase();
+  if (normalized === 'critical') return 'critical';
+  if (normalized === 'high') return 'high';
+  if (normalized === 'medium') return 'medium';
+  return 'low';
+}
+
+function asThreatType(value: unknown): CyberThreatType {
+  const normalized = String(value ?? '').toLowerCase();
+  if (normalized === 'c2_server') return 'c2_server';
+  if (normalized === 'malware_host') return 'malware_host';
+  if (normalized === 'phishing') return 'phishing';
+  return 'malicious_url';
+}
+
+function asIndicatorType(value: unknown): CyberThreatIndicatorType {
+  const normalized = String(value ?? '').toLowerCase();
+  if (normalized === 'domain') return 'domain';
+  if (normalized === 'url') return 'url';
+  return 'ip';
+}
+
+function asSource(value: unknown): CyberThreatSource {
+  const normalized = String(value ?? '').toLowerCase();
+  if (normalized === 'urlhaus') return 'urlhaus';
+  if (normalized === 'c2intel') return 'c2intel';
+  if (normalized === 'otx') return 'otx';
+  if (normalized === 'abuseipdb') return 'abuseipdb';
+  return 'feodo';
+}
+
+function hasValidCoordinates(lat: number, lon: number): boolean {
+  return Number.isFinite(lat)
+    && Number.isFinite(lon)
+    && lat >= -90
+    && lat <= 90
+    && lon >= -180
+    && lon <= 180;
+}
+
+function sanitizeThreat(threat: unknown): CyberThreat | null {
+  if (!threat || typeof threat !== 'object') return null;
+
+  const record = threat as Partial<CyberThreat>;
+  const indicator = String(record.indicator ?? '').trim();
+  if (!indicator) return null;
+
+  const lat = Number(record.lat);
+  const lon = Number(record.lon);
+  if (!hasValidCoordinates(lat, lon)) return null;
+
+  const tags = Array.isArray(record.tags)
+    ? record.tags
+      .map((tag) => String(tag ?? '').trim().slice(0, 40).toLowerCase())
+      .filter(Boolean)
+      .slice(0, 8)
+    : [];
+
+  return {
+    id: String(record.id ?? `${record.source || 'feodo'}:${record.indicatorType || 'ip'}:${indicator}`).slice(0, 255),
+    type: asThreatType(record.type),
+    source: asSource(record.source),
+    indicator: indicator.slice(0, 255),
+    indicatorType: asIndicatorType(record.indicatorType),
+    lat,
+    lon,
+    country: record.country ? String(record.country).slice(0, 64) : undefined,
+    severity: asSeverity(record.severity),
+    malwareFamily: record.malwareFamily ? String(record.malwareFamily).slice(0, 80) : undefined,
+    tags,
+    firstSeen: record.firstSeen ? String(record.firstSeen) : undefined,
+    lastSeen: record.lastSeen ? String(record.lastSeen) : undefined,
+  };
+}
+
+function sanitizeSourceStatus(value: unknown): CyberThreatSourceStatus {
+  if (!value || typeof value !== 'object') {
+    return { ok: false, count: 0 };
+  }
+
+  const source = value as Partial<CyberThreatSourceStatus>;
+  return {
+    ok: Boolean(source.ok),
+    count: Number.isFinite(Number(source.count)) ? Number(source.count) : 0,
+    reason: source.reason ? String(source.reason).slice(0, 200) : undefined,
+  };
+}
+
+export async function fetchCyberThreats(options: { limit?: number; days?: number } = {}): Promise<CyberThreat[]> {
+  const limit = clampInt(options.limit, DEFAULT_LIMIT, 1, MAX_LIMIT);
+  const days = clampInt(options.days, DEFAULT_DAYS, 1, MAX_DAYS);
+
+  return breaker.execute(async () => {
+    const response = await fetch(`${API_URL}?limit=${limit}&days=${days}`, {
+      headers: { Accept: 'application/json' },
+    });
+
+    if (!response.ok) {
+      throw new Error(`HTTP ${response.status}`);
+    }
+
+    const payload = await response.json() as {
+      success?: boolean;
+      partial?: boolean;
+      data?: unknown[];
+      sources?: { feodo?: unknown; urlhaus?: unknown; c2intel?: unknown; otx?: unknown; abuseipdb?: unknown };
+      cachedAt?: string;
+    };
+
+    if (payload.success === false) {
+      throw new Error('Cyber threat endpoint returned success=false');
+    }
+
+    const threats = Array.isArray(payload.data)
+      ? payload.data.map(sanitizeThreat).filter((item): item is CyberThreat => Boolean(item))
+      : [];
+
+    lastMeta = {
+      partial: Boolean(payload.partial),
+      sources: {
+        feodo: sanitizeSourceStatus(payload.sources?.feodo),
+        urlhaus: sanitizeSourceStatus(payload.sources?.urlhaus),
+        c2intel: sanitizeSourceStatus(payload.sources?.c2intel),
+        otx: sanitizeSourceStatus(payload.sources?.otx),
+        abuseipdb: sanitizeSourceStatus(payload.sources?.abuseipdb),
+      },
+      cachedAt: payload.cachedAt,
+    };
+
+    return threats;
+  }, []);
+}
+
+export function getCyberThreatsMeta(): CyberThreatsMeta {
+  return {
+    partial: lastMeta.partial,
+    sources: {
+      feodo: { ...lastMeta.sources.feodo },
+      urlhaus: { ...lastMeta.sources.urlhaus },
+      c2intel: { ...lastMeta.sources.c2intel },
+      otx: { ...lastMeta.sources.otx },
+      abuseipdb: { ...lastMeta.sources.abuseipdb },
+    },
+    cachedAt: lastMeta.cachedAt,
+  };
+}
+
+export function getCyberThreatsStatus(): string {
+  return breaker.getStatus();
+}
diff --git a/src/services/data-freshness.ts b/src/services/data-freshness.ts
new file mode 100644
index 000000000..0bf7323ca
--- /dev/null
+++ b/src/services/data-freshness.ts
@@ -0,0 +1,379 @@
+/**
+ * Data Freshness Tracker
+ * Tracks when each data source was last updated to prevent
+ * showing misleading "all clear" when we actually have no data.
+ */
+
+export type DataSourceId =
+  | 'acled'      // Protests/conflicts
+  | 'opensky'    // Military flights
+  | 'wingbits'   // Aircraft enrichment
+  | 'ais'        // Vessel tracking
+  | 'usgs'       // Earthquakes
+  | 'gdelt'      // News velocity
+  | 'rss'        // RSS feeds
+  | 'polymarket' // Prediction markets
+  | 'outages'    // Internet outages
+  | 'cyber_threats' // Cyber threat IOC layer
+  | 'weather'    // Weather alerts
+  | 'economic'   // Economic indicators (FRED)
+  | 'oil'        // EIA oil analytics
+  | 'spending'        // USASpending.gov
+  | 'firms'          // NASA FIRMS satellite fires
+  | 'acled_conflict' // ACLED battles/explosions/violence
+  | 'ucdp'           // UCDP conflict classification
+  | 'hapi'           // HDX HAPI aggregated conflict data
+  | 'ucdp_events'    // UCDP georeferenced conflict events
+  | 'unhcr'          // UNHCR displacement data
+  | 'climate'        // Climate anomaly data (Open-Meteo)
+  | 'worldpop';      // WorldPop population exposure
+
+export type FreshnessStatus = 'fresh' | 'stale' | 'very_stale' | 'no_data' | 'disabled' | 'error';
+
+export interface DataSourceState {
+  id: DataSourceId;
+  name: string;
+  lastUpdate: Date | null;
+  lastError: string | null;
+  itemCount: number;
+  enabled: boolean;
+  status: FreshnessStatus;
+  requiredForRisk: boolean; // Is this source important for risk assessment?
+}
+
+export interface DataFreshnessSummary {
+  totalSources: number;
+  activeSources: number;
+  staleSources: number;
+  disabledSources: number;
+  errorSources: number;
+  overallStatus: 'sufficient' | 'limited' | 'insufficient';
+  coveragePercent: number;
+  oldestUpdate: Date | null;
+  newestUpdate: Date | null;
+}
+
+// Thresholds in milliseconds
+const FRESH_THRESHOLD = 15 * 60 * 1000;      // 15 minutes
+const STALE_THRESHOLD = 2 * 60 * 60 * 1000;  // 2 hours
+const VERY_STALE_THRESHOLD = 6 * 60 * 60 * 1000; // 6 hours
+
+// Core sources needed for meaningful risk assessment
+// Note: ACLED is optional since GDELT provides protest data as fallback
+const CORE_SOURCES: DataSourceId[] = ['gdelt', 'rss'];
+
+const SOURCE_METADATA: Record<DataSourceId, { name: string; requiredForRisk: boolean; panelId?: string }> = {
+  acled: { name: 'Protests & Conflicts', requiredForRisk: false, panelId: 'protests' },
+  opensky: { name: 'Military Flights', requiredForRisk: false, panelId: 'military' },
+  wingbits: { name: 'Aircraft Enrichment', requiredForRisk: false, panelId: 'military' },
+  ais: { name: 'Vessel Tracking', requiredForRisk: false, panelId: 'shipping' },
+  usgs: { name: 'Earthquakes', requiredForRisk: false, panelId: 'natural' },
+  gdelt: { name: 'News Intelligence', requiredForRisk: true, panelId: 'intel' },
+  rss: { name: 'Live News Feeds', requiredForRisk: true, panelId: 'live-news' },
+  polymarket: { name: 'Prediction Markets', requiredForRisk: false, panelId: 'polymarket' },
+  outages: { name: 'Internet Outages', requiredForRisk: false, panelId: 'outages' },
+  cyber_threats: { name: 'Cyber Threat IOCs', requiredForRisk: false, panelId: 'map' },
+  weather: { name: 'Weather Alerts', requiredForRisk: false, panelId: 'weather' },
+  economic: { name: 'Economic Data (FRED)', requiredForRisk: false, panelId: 'economic' },
+  oil: { name: 'Oil Analytics (EIA)', requiredForRisk: false, panelId: 'economic' },
+  spending: { name: 'Gov Spending', requiredForRisk: false, panelId: 'economic' },
+  firms: { name: 'FIRMS Satellite Fires', requiredForRisk: false, panelId: 'map' },
+  acled_conflict: { name: 'Armed Conflicts (ACLED)', requiredForRisk: false, panelId: 'protests' },
+  ucdp: { name: 'Conflict Classification (UCDP)', requiredForRisk: false, panelId: 'protests' },
+  hapi: { name: 'Conflict Aggregates (HDX)', requiredForRisk: false, panelId: 'protests' },
+  ucdp_events: { name: 'UCDP Conflict Events', requiredForRisk: false, panelId: 'ucdp-events' },
+  unhcr: { name: 'UNHCR Displacement', requiredForRisk: false, panelId: 'displacement' },
+  climate: { name: 'Climate Anomalies', requiredForRisk: false, panelId: 'climate' },
+  worldpop: { name: 'Population Exposure', requiredForRisk: false, panelId: 'population-exposure' },
+};
+
+class DataFreshnessTracker {
+  private sources: Map<DataSourceId, DataSourceState> = new Map();
+  private listeners: Set<() => void> = new Set();
+
+  constructor() {
+    // Initialize all sources
+    for (const [id, meta] of Object.entries(SOURCE_METADATA)) {
+      this.sources.set(id as DataSourceId, {
+        id: id as DataSourceId,
+        name: meta.name,
+        lastUpdate: null,
+        lastError: null,
+        itemCount: 0,
+        enabled: true, // Assume enabled by default
+        status: 'no_data',
+        requiredForRisk: meta.requiredForRisk,
+      });
+    }
+  }
+
+  /**
+   * Record that a data source received new data
+   */
+  recordUpdate(sourceId: DataSourceId, itemCount: number = 1): void {
+    const source = this.sources.get(sourceId);
+    if (source) {
+      source.lastUpdate = new Date();
+      source.itemCount += itemCount;
+      source.lastError = null;
+      source.status = this.calculateStatus(source);
+      this.notifyListeners();
+    }
+  }
+
+  /**
+   * Record an error for a data source
+   */
+  recordError(sourceId: DataSourceId, error: string): void {
+    const source = this.sources.get(sourceId);
+    if (source) {
+      source.lastError = error;
+      source.status = 'error';
+      this.notifyListeners();
+    }
+  }
+
+  /**
+   * Set whether a source is enabled/disabled
+   */
+  setEnabled(sourceId: DataSourceId, enabled: boolean): void {
+    const source = this.sources.get(sourceId);
+    if (source) {
+      source.enabled = enabled;
+      source.status = enabled ? this.calculateStatus(source) : 'disabled';
+      this.notifyListeners();
+    }
+  }
+
+  /**
+   * Get the state of a specific source
+   */
+  getSource(sourceId: DataSourceId): DataSourceState | undefined {
+    const source = this.sources.get(sourceId);
+    if (source) {
+      // Recalculate status in case time has passed
+      source.status = source.enabled ? this.calculateStatus(source) : 'disabled';
+    }
+    return source;
+  }
+
+  /**
+   * Get all source states
+   */
+  getAllSources(): DataSourceState[] {
+    return Array.from(this.sources.values()).map(source => ({
+      ...source,
+      status: source.enabled ? this.calculateStatus(source) : 'disabled',
+    }));
+  }
+
+  /**
+   * Get sources required for risk assessment
+   */
+  getRiskSources(): DataSourceState[] {
+    return this.getAllSources().filter(s => s.requiredForRisk);
+  }
+
+  /**
+   * Get overall data freshness summary
+   */
+  getSummary(): DataFreshnessSummary {
+    const sources = this.getAllSources();
+    const riskSources = sources.filter(s => s.requiredForRisk);
+
+    const activeSources = sources.filter(s => s.status === 'fresh' || s.status === 'stale' || s.status === 'very_stale');
+    const activeRiskSources = riskSources.filter(s => s.status === 'fresh' || s.status === 'stale' || s.status === 'very_stale');
+    const staleSources = sources.filter(s => s.status === 'stale' || s.status === 'very_stale');
+    const disabledSources = sources.filter(s => s.status === 'disabled');
+    const errorSources = sources.filter(s => s.status === 'error');
+
+    const updates = sources
+      .filter(s => s.lastUpdate)
+      .map(s => s.lastUpdate!.getTime());
+
+    // Coverage is based on risk-required sources
+    const coveragePercent = riskSources.length > 0
+      ? Math.round((activeRiskSources.length / riskSources.length) * 100)
+      : 0;
+
+    // Overall status
+    let overallStatus: 'sufficient' | 'limited' | 'insufficient';
+    if (activeRiskSources.length >= CORE_SOURCES.length && coveragePercent >= 66) {
+      overallStatus = 'sufficient';
+    } else if (activeRiskSources.length >= 1) {
+      overallStatus = 'limited';
+    } else {
+      overallStatus = 'insufficient';
+    }
+
+    return {
+      totalSources: sources.length,
+      activeSources: activeSources.length,
+      staleSources: staleSources.length,
+      disabledSources: disabledSources.length,
+      errorSources: errorSources.length,
+      overallStatus,
+      coveragePercent,
+      oldestUpdate: updates.length > 0 ? new Date(Math.min(...updates)) : null,
+      newestUpdate: updates.length > 0 ? new Date(Math.max(...updates)) : null,
+    };
+  }
+
+  /**
+   * Check if we have enough data for risk assessment
+   */
+  hasSufficientData(): boolean {
+    return this.getSummary().overallStatus === 'sufficient';
+  }
+
+  /**
+   * Check if we have any data at all
+   */
+  hasAnyData(): boolean {
+    return this.getSummary().activeSources > 0;
+  }
+
+  /**
+   * Get panel ID for a source (to enable it)
+   */
+  getPanelIdForSource(sourceId: DataSourceId): string | undefined {
+    return SOURCE_METADATA[sourceId]?.panelId;
+  }
+
+  /**
+   * Subscribe to changes
+   */
+  subscribe(listener: () => void): () => void {
+    this.listeners.add(listener);
+    return () => this.listeners.delete(listener);
+  }
+
+  private calculateStatus(source: DataSourceState): FreshnessStatus {
+    if (!source.enabled) return 'disabled';
+    if (source.lastError) return 'error';
+    if (!source.lastUpdate) return 'no_data';
+
+    const age = Date.now() - source.lastUpdate.getTime();
+    if (age < FRESH_THRESHOLD) return 'fresh';
+    if (age < STALE_THRESHOLD) return 'stale';
+    if (age < VERY_STALE_THRESHOLD) return 'very_stale';
+    return 'no_data'; // Too old, treat as no data
+  }
+
+  private notifyListeners(): void {
+    for (const listener of this.listeners) {
+      try {
+        listener();
+      } catch (e) {
+        console.error('[DataFreshness] Listener error:', e);
+      }
+    }
+  }
+
+  /**
+   * Get human-readable time since last update
+   */
+  getTimeSince(sourceId: DataSourceId): string {
+    const source = this.sources.get(sourceId);
+    if (!source?.lastUpdate) return 'never';
+
+    const ms = Date.now() - source.lastUpdate.getTime();
+    if (ms < 60000) return 'just now';
+    if (ms < 3600000) return `${Math.floor(ms / 60000)}m ago`;
+    if (ms < 86400000) return `${Math.floor(ms / 3600000)}h ago`;
+    return `${Math.floor(ms / 86400000)}d ago`;
+  }
+}
+
+// Singleton instance
+export const dataFreshness = new DataFreshnessTracker();
+
+// Helper to get status color
+export function getStatusColor(status: FreshnessStatus): string {
+  switch (status) {
+    case 'fresh': return '#44aa44';
+    case 'stale': return '#ffaa00';
+    case 'very_stale': return '#ff8800';
+    case 'error': return '#ff4444';
+    case 'disabled': return '#666666';
+    case 'no_data': return '#888888';
+  }
+}
+
+// Helper to get status icon
+export function getStatusIcon(status: FreshnessStatus): string {
+  switch (status) {
+    case 'fresh': return '●';
+    case 'stale': return '◐';
+    case 'very_stale': return '○';
+    case 'error': return '✕';
+    case 'disabled': return '○';
+    case 'no_data': return '○';
+  }
+}
+
+// Intelligence gap messages - explains what analysts CAN'T see (Quick Win #1)
+const INTELLIGENCE_GAP_MESSAGES: Record<DataSourceId, string> = {
+  acled: 'Protest/conflict events may be missed—ACLED data unavailable',
+  opensky: 'Military aircraft positions unknown—flight tracking offline',
+  wingbits: 'Aircraft identification limited—enrichment service unavailable',
+  ais: 'Vessel positions outdated—possible dark shipping or AIS transponder-off activity undetected',
+  usgs: 'Recent earthquakes may not be shown—seismic data unavailable',
+  gdelt: 'News event velocity unknown—GDELT intelligence feed offline',
+  rss: 'Breaking news may be missed—RSS feeds not updating',
+  polymarket: 'Prediction market signals unavailable—early warning capability degraded',
+  outages: 'Internet disruptions may be unreported—outage monitoring offline',
+  cyber_threats: 'Cyber IOC map points unavailable—malicious infrastructure visibility reduced',
+  weather: 'Severe weather warnings may be missed—weather alerts unavailable',
+  economic: 'Economic indicators stale—Fed/Treasury data not updating',
+  oil: 'Oil market analytics unavailable—EIA data not updating',
+  spending: 'Government spending data unavailable',
+  firms: 'Satellite fire detection unavailable—NASA FIRMS data not updating',
+  acled_conflict: 'Armed conflict events may be missed—ACLED conflict data unavailable',
+  ucdp: 'Conflict classification unavailable—UCDP data not loading',
+  hapi: 'Aggregated conflict data unavailable—HDX HAPI not responding',
+  ucdp_events: 'UCDP event-level conflict data unavailable',
+  unhcr: 'UNHCR displacement data unavailable—refugee flows unknown',
+  climate: 'Climate anomaly data unavailable—extreme weather patterns undetected',
+  worldpop: 'Population exposure data unavailable—affected population unknown',
+};
+
+/**
+ * Get intelligence gap warnings for stale or unavailable data sources.
+ * These warnings help analysts understand what they CANNOT see.
+ */
+export function getIntelligenceGaps(): { source: DataSourceId; message: string; severity: 'warning' | 'critical' }[] {
+  const gaps: { source: DataSourceId; message: string; severity: 'warning' | 'critical' }[] = [];
+
+  for (const source of dataFreshness.getAllSources()) {
+    if (source.status === 'no_data' || source.status === 'very_stale' || source.status === 'error') {
+      const message = INTELLIGENCE_GAP_MESSAGES[source.id] || `${source.name} data unavailable`;
+      const severity = source.requiredForRisk || source.status === 'error' ? 'critical' : 'warning';
+      gaps.push({ source: source.id, message, severity });
+    }
+  }
+
+  return gaps.sort((a, b) => {
+    // Critical first
+    if (a.severity !== b.severity) return a.severity === 'critical' ? -1 : 1;
+    return 0;
+  });
+}
+
+/**
+ * Get a formatted intelligence gap summary for display.
+ */
+export function getIntelligenceGapSummary(): string[] {
+  const gaps = getIntelligenceGaps();
+  return gaps.map(gap => {
+    const icon = gap.severity === 'critical' ? '⚠️ CRITICAL' : '⚡';
+    return `${icon}: ${gap.message}`;
+  });
+}
+
+/**
+ * Check if there are any critical intelligence gaps.
+ */
+export function hasCriticalGaps(): boolean {
+  return getIntelligenceGaps().some(gap => gap.severity === 'critical');
+}
diff --git a/src/services/desktop-readiness.ts b/src/services/desktop-readiness.ts
new file mode 100644
index 000000000..8fed37c63
--- /dev/null
+++ b/src/services/desktop-readiness.ts
@@ -0,0 +1,140 @@
+import { isFeatureAvailable, type RuntimeFeatureId } from './runtime-config';
+
+export type LocalityClass = 'fully-local' | 'api-key' | 'cloud-fallback';
+
+export interface DesktopParityFeature {
+  id: string;
+  panel: string;
+  serviceFiles: string[];
+  apiRoutes: string[];
+  apiHandlers: string[];
+  locality: LocalityClass;
+  fallback: string;
+  priority: 1 | 2 | 3;
+}
+
+export interface DesktopReadinessCheck {
+  id: string;
+  label: string;
+  ready: boolean;
+}
+
+const keyBackedFeatures: RuntimeFeatureId[] = [
+  'aiGroq',
+  'aiOpenRouter',
+  'economicFred',
+  'internetOutages',
+  'acledConflicts',
+  'abuseChThreatIntel',
+  'alienvaultOtxThreatIntel',
+  'abuseIpdbThreatIntel',
+  'aisRelay',
+  'openskyRelay',
+  'wingbitsEnrichment',
+  'energyEia',
+];
+
+export const DESKTOP_PARITY_FEATURES: DesktopParityFeature[] = [
+  {
+    id: 'live-news',
+    panel: 'LiveNewsPanel',
+    serviceFiles: ['src/services/live-news.ts'],
+    apiRoutes: ['/api/youtube/live'],
+    apiHandlers: ['api/youtube/live.js'],
+    locality: 'fully-local',
+    fallback: 'Channel fallback video IDs are used when live detection fails.',
+    priority: 1,
+  },
+  {
+    id: 'monitor',
+    panel: 'MonitorPanel',
+    serviceFiles: [],
+    apiRoutes: [],
+    apiHandlers: [],
+    locality: 'fully-local',
+    fallback: 'Keyword monitoring runs fully client-side on loaded news corpus.',
+    priority: 1,
+  },
+  {
+    id: 'strategic-risk',
+    panel: 'StrategicRiskPanel',
+    serviceFiles: ['src/services/cached-risk-scores.ts'],
+    apiRoutes: ['/api/risk-scores'],
+    apiHandlers: ['api/risk-scores.js'],
+    locality: 'api-key',
+    fallback: 'Panel stays available with local aggregate scoring when cached backend scores are unavailable.',
+    priority: 1,
+  },
+  {
+    id: 'map-layers-core',
+    panel: 'Map layers (conflicts/outages/cyber/ais/flights)',
+    serviceFiles: ['src/services/conflicts.ts', 'src/services/outages.ts', 'src/services/cyber-threats.ts', 'src/services/ais.ts', 'src/services/military-flights.ts'],
+    apiRoutes: ['/api/acled-conflict', '/api/cloudflare-outages', '/api/cyber-threats', '/api/ais-snapshot', '/api/opensky'],
+    apiHandlers: ['api/acled-conflict.js', 'api/cloudflare-outages.js', 'api/cyber-threats.js', 'api/ais-snapshot.js', 'api/opensky.js'],
+    locality: 'api-key',
+    fallback: 'Unavailable feeds are disabled while map rendering remains active for local/static layers.',
+    priority: 1,
+  },
+  {
+    id: 'summaries',
+    panel: 'Summaries',
+    serviceFiles: ['src/services/summarization.ts'],
+    apiRoutes: ['/api/groq-summarize', '/api/openrouter-summarize'],
+    apiHandlers: ['api/groq-summarize.js', 'api/openrouter-summarize.js'],
+    locality: 'api-key',
+    fallback: 'Browser summarizer executes when hosted LLM providers are unavailable.',
+    priority: 2,
+  },
+  {
+    id: 'market-panel',
+    panel: 'MarketPanel',
+    serviceFiles: ['src/services/markets.ts', 'src/services/polymarket.ts'],
+    apiRoutes: ['/api/coingecko', '/api/polymarket', '/api/finnhub', '/api/yahoo-finance'],
+    apiHandlers: ['api/coingecko.js', 'api/polymarket.js', 'api/finnhub.js', 'api/yahoo-finance.js'],
+    locality: 'fully-local',
+    fallback: 'Multi-source market fetchers degrade to remaining providers and cached values.',
+    priority: 2,
+  },
+  {
+    id: 'wingbits-enrichment',
+    panel: 'Map layers (flight enrichment)',
+    serviceFiles: ['src/services/wingbits.ts'],
+    apiRoutes: ['/api/wingbits'],
+    apiHandlers: ['api/wingbits/[[...path]].js'],
+    locality: 'api-key',
+    fallback: 'Flight tracks continue with heuristic classification when Wingbits credentials are unavailable.',
+    priority: 3,
+  },
+  {
+    id: 'opensky-relay-cloud',
+    panel: 'Map layers (military flights relay)',
+    serviceFiles: ['src/services/military-flights.ts'],
+    apiRoutes: ['/api/opensky'],
+    apiHandlers: ['api/opensky.js'],
+    locality: 'cloud-fallback',
+    fallback: 'If relay is unreachable, service falls back to Vercel proxy path and then no-data mode.',
+    priority: 3,
+  },
+];
+
+export function getNonParityFeatures(): DesktopParityFeature[] {
+  return DESKTOP_PARITY_FEATURES.filter(feature => feature.locality !== 'fully-local');
+}
+
+export function getDesktopReadinessChecks(localBackendEnabled: boolean): DesktopReadinessCheck[] {
+  const liveTrackingReady = isFeatureAvailable('aisRelay') || isFeatureAvailable('openskyRelay');
+
+  return [
+    { id: 'startup', label: 'Desktop startup + sidecar API health', ready: localBackendEnabled },
+    { id: 'map', label: 'Map rendering (local layers + static geo assets)', ready: true },
+    { id: 'core-intel', label: 'Core intelligence panels (Live News, Monitor, Strategic Risk)', ready: true },
+    { id: 'summaries', label: 'Summaries (provider-backed or browser fallback)', ready: isFeatureAvailable('aiGroq') || isFeatureAvailable('aiOpenRouter') },
+    { id: 'market', label: 'Market panel live data paths', ready: true },
+    { id: 'live-tracking', label: 'At least one live-tracking mode (AIS or OpenSky)', ready: liveTrackingReady },
+  ];
+}
+
+export function getKeyBackedAvailabilitySummary(): { available: number; total: number } {
+  const available = keyBackedFeatures.filter(featureId => isFeatureAvailable(featureId)).length;
+  return { available, total: keyBackedFeatures.length };
+}
diff --git a/src/services/earthquakes.ts b/src/services/earthquakes.ts
index 900f6e1b1..eb4fc089f 100644
--- a/src/services/earthquakes.ts
+++ b/src/services/earthquakes.ts
@@ -1,5 +1,7 @@
 import type { Earthquake } from '@/types';
 import { API_URLS } from '@/config';
+import { createCircuitBreaker } from '@/utils';
+import { getPersistentCache, setPersistentCache } from './persistent-cache';
 
 interface USGSFeature {
   id: string;
@@ -18,58 +20,22 @@ interface USGSResponse {
   features: USGSFeature[];
 }
 
-const CORS_PROXY = 'https://corsproxy.io/?';
-const DIRECT_USGS_URL = 'https://earthquake.usgs.gov/earthquakes/feed/v1.0/summary/4.5_day.geojson';
+const OVERLAY_CACHE_KEY = 'map-overlay:earthquakes';
+const breaker = createCircuitBreaker<Earthquake[]>({ name: 'USGS Earthquakes' });
 
-async function fetchWithTimeout(url: string, timeoutMs: number = 10000): Promise<Response> {
-  const controller = new AbortController();
-  const timeoutId = setTimeout(() => controller.abort(), timeoutMs);
-  try {
-    const response = await fetch(url, { signal: controller.signal });
-    clearTimeout(timeoutId);
-    return response;
-  } catch (e) {
-    clearTimeout(timeoutId);
-    throw e;
-  }
-}
-
-async function fetchWithRetry(url: string, retries = 2): Promise<Response> {
-  for (let i = 0; i < retries; i++) {
-    try {
-      const proxiedUrl = import.meta.env.DEV ? url : (CORS_PROXY + encodeURIComponent(DIRECT_USGS_URL));
-      const response = await fetchWithTimeout(proxiedUrl, 8000);
-      if (response.ok) return response;
-      console.warn(`[Earthquakes] Attempt ${i + 1} failed with status ${response.status}`);
-    } catch (e) {
-      console.warn(`[Earthquakes] Attempt ${i + 1} failed:`, e);
-      if (i === retries - 1) {
-        if (import.meta.env.DEV) {
-          console.log('[Earthquakes] Trying CORS proxy fallback...');
-          try {
-            const corsResponse = await fetchWithTimeout(CORS_PROXY + encodeURIComponent(DIRECT_USGS_URL), 10000);
-            if (corsResponse.ok) return corsResponse;
-          } catch (corsErr) {
-            console.error('[Earthquakes] CORS proxy also failed:', corsErr);
-          }
-        }
-        throw e;
-      }
-      await new Promise((r) => setTimeout(r, 500 * (i + 1)));
-    }
-  }
-  throw new Error('All retries failed');
+async function getFallbackEarthquakes(): Promise<Earthquake[]> {
+  const entry = await getPersistentCache<Array<Omit<Earthquake, 'time'> & { time: string }>>(OVERLAY_CACHE_KEY);
+  if (!entry?.data) return [];
+  return entry.data.map(item => ({ ...item, time: new Date(item.time) }));
 }
 
 export async function fetchEarthquakes(): Promise<Earthquake[]> {
-  console.log('[Earthquakes] Fetching from:', API_URLS.earthquakes);
-  try {
-    const response = await fetchWithRetry(API_URLS.earthquakes);
-    console.log('[Earthquakes] Response status:', response.status);
-    const data: USGSResponse = await response.json();
-    console.log('[Earthquakes] Got', data.features?.length ?? 0, 'features');
+  const live = await breaker.execute(async () => {
+    const response = await fetch(API_URLS.earthquakes);
+    if (!response.ok) throw new Error(`HTTP ${response.status}`);
 
-    const earthquakes = data.features.map((feature) => ({
+    const data: USGSResponse = await response.json();
+    return data.features.map((feature) => ({
       id: feature.id,
       place: feature.properties.place || 'Unknown',
       magnitude: feature.properties.mag,
@@ -79,11 +45,23 @@ export async function fetchEarthquakes(): Promise<Earthquake[]> {
       time: new Date(feature.properties.time),
       url: feature.properties.url,
     }));
+  }, []);
 
-    console.log('[Earthquakes] Mapped', earthquakes.length, 'earthquakes');
-    return earthquakes;
-  } catch (e) {
-    console.error('[Earthquakes] Failed to fetch after retries:', e);
-    return [];
+  if (live.length > 0) {
+    void setPersistentCache(
+      OVERLAY_CACHE_KEY,
+      live.map(item => ({ ...item, time: item.time.toISOString() }))
+    );
+    return live;
   }
+
+  return getFallbackEarthquakes();
+}
+
+export function getEarthquakesStatus(): string {
+  return breaker.getStatus();
+}
+
+export function getEarthquakesDataState() {
+  return breaker.getDataState();
 }
diff --git a/src/services/entity-extraction.ts b/src/services/entity-extraction.ts
new file mode 100644
index 000000000..21a33dc00
--- /dev/null
+++ b/src/services/entity-extraction.ts
@@ -0,0 +1,161 @@
+import type { ClusteredEventCore } from './analysis-core';
+import {
+  findEntitiesInText,
+  getEntityIndex,
+  getEntityDisplayName,
+  findRelatedEntities,
+} from './entity-index';
+
+export interface ExtractedEntity {
+  entityId: string;
+  name: string;
+  matchedText: string;
+  matchType: 'alias' | 'keyword' | 'name';
+  confidence: number;
+}
+
+export interface NewsEntityContext {
+  clusterId: string;
+  title: string;
+  entities: ExtractedEntity[];
+  primaryEntity?: string;
+  relatedEntityIds: string[];
+}
+
+export function extractEntitiesFromTitle(title: string): ExtractedEntity[] {
+  const matches = findEntitiesInText(title);
+
+  return matches.map(match => ({
+    entityId: match.entityId,
+    name: getEntityDisplayName(match.entityId),
+    matchedText: match.matchedText,
+    matchType: match.matchType,
+    confidence: match.confidence,
+  }));
+}
+
+export function extractEntitiesFromCluster(cluster: ClusteredEventCore): NewsEntityContext {
+  const primaryEntities = extractEntitiesFromTitle(cluster.primaryTitle);
+  const entityMap = new Map<string, ExtractedEntity>();
+
+  for (const entity of primaryEntities) {
+    if (!entityMap.has(entity.entityId)) {
+      entityMap.set(entity.entityId, entity);
+    }
+  }
+
+  if (cluster.allItems && cluster.allItems.length > 1) {
+    for (const item of cluster.allItems.slice(0, 5)) {
+      const itemEntities = extractEntitiesFromTitle(item.title);
+      for (const entity of itemEntities) {
+        if (!entityMap.has(entity.entityId)) {
+          entity.confidence *= 0.9;
+          entityMap.set(entity.entityId, entity);
+        }
+      }
+    }
+  }
+
+  const entities = Array.from(entityMap.values())
+    .sort((a, b) => b.confidence - a.confidence);
+
+  const primaryEntity = entities[0]?.entityId;
+
+  const relatedEntityIds = new Set<string>();
+  for (const entity of entities) {
+    const related = findRelatedEntities(entity.entityId);
+    for (const rel of related) {
+      relatedEntityIds.add(rel.id);
+    }
+  }
+
+  return {
+    clusterId: cluster.id,
+    title: cluster.primaryTitle,
+    entities,
+    primaryEntity,
+    relatedEntityIds: Array.from(relatedEntityIds),
+  };
+}
+
+export function extractEntitiesFromClusters(
+  clusters: ClusteredEventCore[]
+): Map<string, NewsEntityContext> {
+  const contextMap = new Map<string, NewsEntityContext>();
+
+  for (const cluster of clusters) {
+    const context = extractEntitiesFromCluster(cluster);
+    contextMap.set(cluster.id, context);
+  }
+
+  return contextMap;
+}
+
+export function findNewsForEntity(
+  entityId: string,
+  newsContexts: Map<string, NewsEntityContext>
+): Array<{ clusterId: string; title: string; confidence: number }> {
+  const index = getEntityIndex();
+  const entity = index.byId.get(entityId);
+  if (!entity) return [];
+
+  const relatedIds = new Set<string>([entityId, ...(entity.related ?? [])]);
+
+  const matches: Array<{ clusterId: string; title: string; confidence: number }> = [];
+
+  for (const [clusterId, context] of newsContexts) {
+    const directMatch = context.entities.find(e => e.entityId === entityId);
+    if (directMatch) {
+      matches.push({
+        clusterId,
+        title: context.title,
+        confidence: directMatch.confidence,
+      });
+      continue;
+    }
+
+    const relatedMatch = context.entities.find(e => relatedIds.has(e.entityId));
+    if (relatedMatch) {
+      matches.push({
+        clusterId,
+        title: context.title,
+        confidence: relatedMatch.confidence * 0.8,
+      });
+    }
+  }
+
+  return matches.sort((a, b) => b.confidence - a.confidence);
+}
+
+export function findNewsForMarketSymbol(
+  symbol: string,
+  newsContexts: Map<string, NewsEntityContext>
+): Array<{ clusterId: string; title: string; confidence: number }> {
+  return findNewsForEntity(symbol, newsContexts);
+}
+
+export function getTopEntitiesFromNews(
+  newsContexts: Map<string, NewsEntityContext>,
+  limit = 10
+): Array<{ entityId: string; name: string; mentionCount: number; avgConfidence: number }> {
+  const entityStats = new Map<string, { count: number; totalConfidence: number }>();
+
+  for (const context of newsContexts.values()) {
+    for (const entity of context.entities) {
+      const stats = entityStats.get(entity.entityId) ?? { count: 0, totalConfidence: 0 };
+      stats.count++;
+      stats.totalConfidence += entity.confidence;
+      entityStats.set(entity.entityId, stats);
+    }
+  }
+
+  return Array.from(entityStats.entries())
+    .map(([entityId, stats]) => ({
+      entityId,
+      name: getEntityDisplayName(entityId),
+      mentionCount: stats.count,
+      avgConfidence: stats.totalConfidence / stats.count,
+    }))
+    .sort((a, b) => b.mentionCount - a.mentionCount)
+    .slice(0, limit);
+}
diff --git a/src/services/entity-index.ts b/src/services/entity-index.ts
new file mode 100644
index 000000000..e6765a701
--- /dev/null
+++ b/src/services/entity-index.ts
@@ -0,0 +1,150 @@
+import { ENTITY_REGISTRY, type EntityEntry } from '@/config/entities';
+
+export interface EntityIndex {
+  byId: Map<string, EntityEntry>;
+  byAlias: Map<string, string>;
+  byKeyword: Map<string, Set<string>>;
+  bySector: Map<string, Set<string>>;
+  byType: Map<string, Set<string>>;
+}
+
+function escapeRegex(str: string): string {
+  return str.replace(/[.*+?^${}()|[\]\\]/g, '\\$&');
+}
+
+export function buildEntityIndex(entities: EntityEntry[]): EntityIndex {
+  const byId = new Map<string, EntityEntry>();
+  const byAlias = new Map<string, string>();
+  const byKeyword = new Map<string, Set<string>>();
+  const bySector = new Map<string, Set<string>>();
+  const byType = new Map<string, Set<string>>();
+
+  for (const entity of entities) {
+    byId.set(entity.id, entity);
+
+    for (const alias of entity.aliases) {
+      byAlias.set(alias.toLowerCase(), entity.id);
+    }
+    byAlias.set(entity.id.toLowerCase(), entity.id);
+    byAlias.set(entity.name.toLowerCase(), entity.id);
+
+    for (const keyword of entity.keywords) {
+      const kw = keyword.toLowerCase();
+      if (!byKeyword.has(kw)) byKeyword.set(kw, new Set());
+      byKeyword.get(kw)!.add(entity.id);
+    }
+
+    if (entity.sector) {
+      const sector = entity.sector.toLowerCase();
+      if (!bySector.has(sector)) bySector.set(sector, new Set());
+      bySector.get(sector)!.add(entity.id);
+    }
+
+    if (!byType.has(entity.type)) byType.set(entity.type, new Set());
+    byType.get(entity.type)!.add(entity.id);
+  }
+
+  return { byId, byAlias, byKeyword, bySector, byType };
+}
+
+let cachedIndex: EntityIndex | null = null;
+
+export function getEntityIndex(): EntityIndex {
+  if (!cachedIndex) {
+    cachedIndex = buildEntityIndex(ENTITY_REGISTRY);
+  }
+  return cachedIndex;
+}
+
+export function lookupEntityByAlias(alias: string): EntityEntry | undefined {
+  const index = getEntityIndex();
+  const id = index.byAlias.get(alias.toLowerCase());
+  return id ? index.byId.get(id) : undefined;
+}
+
+export function lookupEntitiesByKeyword(keyword: string): EntityEntry[] {
+  const index = getEntityIndex();
+  const ids = index.byKeyword.get(keyword.toLowerCase());
+  if (!ids) return [];
+  return Array.from(ids)
+    .map(id => index.byId.get(id))
+    .filter((e): e is EntityEntry => e !== undefined);
+}
+
+export function lookupEntitiesBySector(sector: string): EntityEntry[] {
+  const index = getEntityIndex();
+  const ids = index.bySector.get(sector.toLowerCase());
+  if (!ids) return [];
+  return Array.from(ids)
+    .map(id => index.byId.get(id))
+    .filter((e): e is EntityEntry => e !== undefined);
+}
+
+export function findRelatedEntities(entityId: string): EntityEntry[] {
+  const index = getEntityIndex();
+  const entity = index.byId.get(entityId);
+  if (!entity?.related) return [];
+  return entity.related.map(id => index.byId.get(id)).filter((e): e is EntityEntry => !!e);
+}
+
+export interface EntityMatch {
+  entityId: string;
+  matchedText: string;
+  matchType: 'alias' | 'keyword' | 'name';
+  confidence: number;
+  position: number;
+}
+
+export function findEntitiesInText(text: string): EntityMatch[] {
+  const index = getEntityIndex();
+  const matches: EntityMatch[] = [];
+  const seen = new Set<string>();
+  const textLower = text.toLowerCase();
+
+  for (const [alias, entityId] of index.byAlias) {
+    if (alias.length < 3) continue;
+
+    const regex = new RegExp(`\\b${escapeRegex(alias)}\\b`, 'gi');
+    let match: RegExpExecArray | null;
+    while ((match = regex.exec(text)) !== null) {
+      if (!seen.has(entityId)) {
+        matches.push({
+          entityId,
+          matchedText: match[0],
+          matchType: 'alias',
+          confidence: alias.length > 4 ? 0.95 : 0.85,
+          position: match.index,
+        });
+        seen.add(entityId);
+        break;
+      }
+    }
+  }
+
+  for (const [keyword, entityIds] of index.byKeyword) {
+    if (keyword.length < 3) continue;
+    if (!textLower.includes(keyword)) continue;
+
+    for (const entityId of entityIds) {
+      if (seen.has(entityId)) continue;
+
+      const pos = textLower.indexOf(keyword);
+      matches.push({
+        entityId,
+        matchedText: keyword,
+        matchType: 'keyword',
+        confidence: 0.7,
+        position: pos,
+      });
+      seen.add(entityId);
+    }
+  }
+
+  return matches.sort((a, b) => b.confidence - a.confidence || a.position - b.position);
+}
+
+export function getEntityDisplayName(entityId: string): string {
+  const index = getEntityIndex();
+  const entity = index.byId.get(entityId);
+  return entity?.name ?? entityId;
+}
diff --git a/src/services/eonet.ts b/src/services/eonet.ts
new file mode 100644
index 000000000..a870f25f5
--- /dev/null
+++ b/src/services/eonet.ts
@@ -0,0 +1,173 @@
+import type { NaturalEvent, NaturalEventCategory } from '@/types';
+import { fetchGDACSEvents, type GDACSEvent } from './gdacs';
+
+interface EonetGeometry {
+  magnitudeValue?: number;
+  magnitudeUnit?: string;
+  date: string;
+  type: string;
+  coordinates: [number, number];
+}
+
+interface EonetSource {
+  id: string;
+  url: string;
+}
+
+interface EonetCategory {
+  id: string;
+  title: string;
+}
+
+interface EonetEvent {
+  id: string;
+  title: string;
+  description: string | null;
+  closed: string | null;
+  categories: EonetCategory[];
+  sources: EonetSource[];
+  geometry: EonetGeometry[];
+}
+
+interface EonetResponse {
+  title: string;
+  events: EonetEvent[];
+}
+
+const EONET_API_URL = 'https://eonet.gsfc.nasa.gov/api/v3/events';
+
+const CATEGORY_ICONS: Record<NaturalEventCategory, string> = {
+  severeStorms: '🌀',
+  wildfires: '🔥',
+  volcanoes: '🌋',
+  earthquakes: '🔴',
+  floods: '🌊',
+  landslides: '⛰️',
+  drought: '☀️',
+  dustHaze: '🌫️',
+  snow: '❄️',
+  tempExtremes: '🌡️',
+  seaLakeIce: '🧊',
+  waterColor: '🦠',
+  manmade: '⚠️',
+};
+
+export function getNaturalEventIcon(category: NaturalEventCategory): string {
+  return CATEGORY_ICONS[category] || '⚠️';
+}
+
+// Wildfires older than 48 hours are filtered out (stale data)
+const WILDFIRE_MAX_AGE_MS = 48 * 60 * 60 * 1000;
+
+const GDACS_TO_CATEGORY: Record<string, NaturalEventCategory> = {
+  EQ: 'earthquakes',
+  FL: 'floods',
+  TC: 'severeStorms',
+  VO: 'volcanoes',
+  WF: 'wildfires',
+  DR: 'drought',
+};
+
+function convertGDACSToNaturalEvent(gdacs: GDACSEvent): NaturalEvent {
+  const category = GDACS_TO_CATEGORY[gdacs.eventType] || 'manmade';
+  return {
+    id: gdacs.id,
+    title: `${gdacs.alertLevel === 'Red' ? '🔴 ' : gdacs.alertLevel === 'Orange' ? '🟠 ' : ''}${gdacs.name}`,
+    description: `${gdacs.description}${gdacs.severity ? ` - ${gdacs.severity}` : ''}`,
+    category,
+    categoryTitle: gdacs.description,
+    lat: gdacs.coordinates[1],
+    lon: gdacs.coordinates[0],
+    date: gdacs.fromDate,
+    sourceUrl: gdacs.url,
+    sourceName: 'GDACS',
+    closed: false,
+  };
+}
+
+export async function fetchNaturalEvents(days = 30): Promise<NaturalEvent[]> {
+  const [eonetEvents, gdacsEvents] = await Promise.all([
+    fetchEonetEvents(days),
+    fetchGDACSEvents(),
+  ]);
+
+  console.log(`[NaturalEvents] EONET: ${eonetEvents.length}, GDACS: ${gdacsEvents.length}`);
+  const gdacsConverted = gdacsEvents.map(convertGDACSToNaturalEvent);
+  const seenLocations = new Set<string>();
+  const merged: NaturalEvent[] = [];
+
+  for (const event of gdacsConverted) {
+    const key = `${event.lat.toFixed(1)}-${event.lon.toFixed(1)}-${event.category}`;
+    if (!seenLocations.has(key)) {
+      seenLocations.add(key);
+      merged.push(event);
+    }
+  }
+
+  for (const event of eonetEvents) {
+    const key = `${event.lat.toFixed(1)}-${event.lon.toFixed(1)}-${event.category}`;
+    if (!seenLocations.has(key)) {
+      seenLocations.add(key);
+      merged.push(event);
+    }
+  }
+
+  return merged;
+}
+
+async function fetchEonetEvents(days: number): Promise<NaturalEvent[]> {
+  try {
+    const url = `${EONET_API_URL}?status=open&days=${days}`;
+    const response = await fetch(url);
+
+    if (!response.ok) {
+      throw new Error(`EONET API error: ${response.status}`);
+    }
+
+    const data: EonetResponse = await response.json();
+    const events: NaturalEvent[] = [];
+    const now = Date.now();
+
+    for (const event of data.events) {
+      const category = event.categories[0];
+      if (!category) continue;
+
+      // Skip earthquakes - USGS provides better data for seismic events
+      if (category.id === 'earthquakes') continue;
+
+      // Get most recent geometry point
+      const latestGeo = event.geometry[event.geometry.length - 1];
+      if (!latestGeo || latestGeo.type !== 'Point') continue;
+
+      const eventDate = new Date(latestGeo.date);
+      const [lon, lat] = latestGeo.coordinates;
+      const source = event.sources[0];
+
+      // Filter out wildfires older than 48 hours
+      if (category.id === 'wildfires' && now - eventDate.getTime() > WILDFIRE_MAX_AGE_MS) {
+        continue;
+      }
+
+      events.push({
+        id: event.id,
+        title: event.title,
+        description: event.description || undefined,
+        category: category.id as NaturalEventCategory,
+        categoryTitle: category.title,
+        lat,
+        lon,
+        date: eventDate,
+        magnitude: latestGeo.magnitudeValue,
+        magnitudeUnit: latestGeo.magnitudeUnit,
+        sourceUrl: source?.url,
+        sourceName: source?.id,
+        closed: event.closed !== null,
+      });
+    }
+
+    return events;
+  } catch (error) {
+    console.error('[EONET] Failed to fetch natural events:', error);
+    return [];
+  }
+}
diff --git a/src/services/firms-satellite.ts b/src/services/firms-satellite.ts
new file mode 100644
index 000000000..226f08f83
--- /dev/null
+++ b/src/services/firms-satellite.ts
@@ -0,0 +1,89 @@
+// NASA FIRMS Satellite Fire Data Service
+// Fetches active fire detections via /api/firms-fires edge function
+// Detects thermal anomalies in monitored conflict regions
+
+export interface FireDataPoint {
+  lat: number;
+  lon: number;
+  brightness: number;  // Kelvin (bright_ti4)
+  scan: number;
+  track: number;
+  acq_date: string;
+  acq_time: string;
+  satellite: string;
+  confidence: number;  // 0-100
+  bright_t31: number;
+  frp: number;  // Fire Radiative Power (MW)
+  daynight: string;  // "D" or "N"
+}
+
+export interface FireRegionStats {
+  region: string;
+  fires: FireDataPoint[];
+  fireCount: number;
+  totalFrp: number;  // MW
+  highIntensityCount: number;
+}
+
+const FIRMS_API = '/api/firms-fires';
+
+// Fetch fires for all monitored regions
+export async function fetchAllFires(days: number = 1): Promise<{
+  regions: Record<string, FireDataPoint[]>;
+  totalCount: number;
+}> {
+  try {
+    const res = await fetch(`${FIRMS_API}?days=${days}`);
+    if (!res.ok) {
+      console.warn(`[FIRMS] API returned ${res.status}`);
+      return { regions: {}, totalCount: 0 };
+    }
+    const data = await res.json();
+    return { regions: data.regions || {}, totalCount: data.totalCount || 0 };
+  } catch (e) {
+    console.warn('[FIRMS] Fetch failed:', e);
+    return { regions: {}, totalCount: 0 };
+  }
+}
+
+// Fetch fires for a single region
+export async function fetchFiresForRegion(region: string, days: number = 1): Promise<FireDataPoint[]> {
+  try {
+    const res = await fetch(`${FIRMS_API}?region=${encodeURIComponent(region)}&days=${days}`);
+    if (!res.ok) return [];
+    const data = await res.json();
+    return data.regions?.[region] || [];
+  } catch (e) {
+    console.warn(`[FIRMS] Fetch failed for ${region}:`, e);
+    return [];
+  }
+}
+
+// Get stats for all regions
+export function computeRegionStats(regions: Record<string, FireDataPoint[]>): FireRegionStats[] {
+  const stats: FireRegionStats[] = [];
+
+  for (const [region, fires] of Object.entries(regions)) {
+    const highIntensity = fires.filter(f => f.brightness > 360 && f.confidence > 80);
+    stats.push({
+      region,
+      fires,
+      fireCount: fires.length,
+      totalFrp: fires.reduce((sum, f) => sum + (f.frp || 0), 0),
+      highIntensityCount: highIntensity.length,
+    });
+  }
+
+  return stats.sort((a, b) => b.fireCount - a.fireCount);
+}
+
+// Flatten all regions into a single array with region tag
+export function flattenFires(regions: Record<string, FireDataPoint[]>): Array<FireDataPoint & { region: string }> {
+  const all: Array<FireDataPoint & { region: string }> = [];
+  for (const [region, fires] of Object.entries(regions)) {
+    for (const f of fires) {
+      all.push({ ...f, region });
+    }
+  }
+  return all;
+}
diff --git a/src/services/flights.ts b/src/services/flights.ts
new file mode 100644
index 000000000..01db73aac
--- /dev/null
+++ b/src/services/flights.ts
@@ -0,0 +1,267 @@
+import type { AirportDelayAlert, FlightDelaySeverity, FlightDelayType, MonitoredAirport } from '@/types';
+import { MONITORED_AIRPORTS, FAA_AIRPORTS, DELAY_SEVERITY_THRESHOLDS } from '@/config/airports';
+import { createCircuitBreaker } from '@/utils';
+
+interface FAADelayInfo {
+  airport: string;
+  reason: string;
+  avgDelay?: number;
+  type: FlightDelayType;
+}
+
+const breaker = createCircuitBreaker<AirportDelayAlert[]>({ name: 'FAA Flight Delays' });
+let faaCache: { data: Map<string, FAADelayInfo>; timestamp: number } | null = null;
+const CACHE_TTL = 5 * 60 * 1000; // 5 minutes
+
+function determineSeverity(avgDelayMinutes: number, delayedPct?: number): FlightDelaySeverity {
+  const t = DELAY_SEVERITY_THRESHOLDS;
+  if (avgDelayMinutes >= t.severe.avgDelayMinutes || (delayedPct && delayedPct >= t.severe.delayedPct)) {
+    return 'severe';
+  }
+  if (avgDelayMinutes >= t.major.avgDelayMinutes || (delayedPct && delayedPct >= t.major.delayedPct)) {
+    return 'major';
+  }
+  if (avgDelayMinutes >= t.moderate.avgDelayMinutes || (delayedPct && delayedPct >= t.moderate.delayedPct)) {
+    return 'moderate';
+  }
+  if (avgDelayMinutes >= t.minor.avgDelayMinutes || (delayedPct && delayedPct >= t.minor.delayedPct)) {
+    return 'minor';
+  }
+  return 'normal';
+}
+
+function parseDelayTypeFromReason(reason: string): FlightDelayType {
+  const r = reason.toLowerCase();
+  if (r.includes('ground stop')) return 'ground_stop';
+  if (r.includes('ground delay') || r.includes('gdp')) return 'ground_delay';
+  if (r.includes('departure')) return 'departure_delay';
+  if (r.includes('arrival')) return 'arrival_delay';
+  if (r.includes('clos')) return 'ground_stop';
+  return 'general';
+}
+
+function parseXMLDelays(xml: string): Map<string, FAADelayInfo> {
+  const delays = new Map<string, FAADelayInfo>();
+  const parser = new DOMParser();
+  const doc = parser.parseFromString(xml, 'text/xml');
+
+  // Parse ground delays
+  const groundDelays = doc.querySelectorAll('Ground_Delay_List Ground_Delay');
+  groundDelays.forEach((node) => {
+    const arpt = node.querySelector('ARPT')?.textContent;
+    const reason = node.querySelector('Reason')?.textContent || 'Ground delay';
+    const avgDelay = node.querySelector('Avg')?.textContent;
+    if (arpt) {
+      delays.set(arpt, {
+        airport: arpt,
+        reason,
+        avgDelay: avgDelay ? parseInt(avgDelay, 10) : 30,
+        type: 'ground_delay',
+      });
+    }
+  });
+
+  // Parse ground stops
+  const groundStops = doc.querySelectorAll('Ground_Stop_List Ground_Stop');
+  groundStops.forEach((node) => {
+    const arpt = node.querySelector('ARPT')?.textContent;
+    const reason = node.querySelector('Reason')?.textContent || 'Ground stop';
+    if (arpt) {
+      delays.set(arpt, {
+        airport: arpt,
+        reason,
+        avgDelay: 60,
+        type: 'ground_stop',
+      });
+    }
+  });
+
+  // Parse arrival/departure delays
+  const arrDepDelays = doc.querySelectorAll('Arrival_Departure_Delay_List Delay');
+  arrDepDelays.forEach((node) => {
+    const arpt = node.querySelector('ARPT')?.textContent;
+    const reason = node.querySelector('Reason')?.textContent || 'Delays';
+    const minDelay = node.querySelector('Arrival_Delay Min')?.textContent || node.querySelector('Departure_Delay Min')?.textContent;
+    const maxDelay = node.querySelector('Arrival_Delay Max')?.textContent || node.querySelector('Departure_Delay Max')?.textContent;
+    if (arpt) {
+      const min = minDelay ? parseInt(minDelay, 10) : 15;
+      const max = maxDelay ? parseInt(maxDelay, 10) : 30;
+      const existing = delays.get(arpt);
+      if (!existing || existing.type !== 'ground_stop') {
+        delays.set(arpt, {
+          airport: arpt,
+          reason,
+          avgDelay: Math.round((min + max) / 2),
+          type: parseDelayTypeFromReason(reason),
+        });
+      }
+    }
+  });
+
+  // Parse closures
+  const closures = doc.querySelectorAll('Airport_Closure_List Airport');
+  closures.forEach((node) => {
+    const arpt = node.querySelector('ARPT')?.textContent;
+    if (arpt && FAA_AIRPORTS.includes(arpt)) {
+      delays.set(arpt, {
+        airport: arpt,
+        reason: 'Airport closure',
+        avgDelay: 120,
+        type: 'ground_stop',
+      });
+    }
+  });
+
+  return delays;
+}
+
+async function fetchFAADelays(): Promise<Map<string, FAADelayInfo>> {
+  if (faaCache && Date.now() - faaCache.timestamp < CACHE_TTL) {
+    return faaCache.data;
+  }
+
+  try {
+    const url = '/api/faa-status';
+
+    const response = await fetch(url, {
+      headers: { Accept: 'application/xml' },
+    });
+
+    if (!response.ok) {
+      console.warn(`[Flights] FAA NASSTATUS error: ${response.status}`);
+      return new Map();
+    }
+
+    const xml = await response.text();
+    const delays = parseXMLDelays(xml);
+
+    faaCache = { data: delays, timestamp: Date.now() };
+    console.log(`[Flights] FAA reports ${delays.size} airports with delays`);
+    return delays;
+  } catch (error) {
+    console.error('[Flights] Failed to fetch FAA NASSTATUS:', error);
+    return new Map();
+  }
+}
+
+function generateSimulatedDelay(airport: MonitoredAirport): AirportDelayAlert {
+  // Simulated delays based on typical patterns
+  // In production, this would be replaced with real API data
+  const hour = new Date().getUTCHours();
+  const isRushHour = (hour >= 6 && hour <= 10) || (hour >= 16 && hour <= 20);
+
+  // Higher chance of delays during rush hours and at busier airports
+  const busyAirports = ['LHR', 'CDG', 'FRA', 'JFK', 'LAX', 'ORD', 'PEK', 'HND', 'DXB', 'SIN'];
+  const isBusy = busyAirports.includes(airport.iata);
+
+  // Random factor with weighted probability
+  const random = Math.random();
+  const delayChance = isRushHour ? 0.35 : 0.15;
+  const hasDelay = random < (isBusy ? delayChance * 1.5 : delayChance);
+
+  let avgDelayMinutes = 0;
+  let delayType: FlightDelayType = 'general';
+  let reason: string | undefined;
+
+  if (hasDelay) {
+    // Generate realistic delay values
+    const severityRoll = Math.random();
+    if (severityRoll < 0.05) {
+      // Severe (5% of delays)
+      avgDelayMinutes = 60 + Math.floor(Math.random() * 60);
+      delayType = Math.random() < 0.3 ? 'ground_stop' : 'ground_delay';
+      reason = Math.random() < 0.5 ? 'Weather conditions' : 'Air traffic volume';
+    } else if (severityRoll < 0.2) {
+      // Major (15% of delays)
+      avgDelayMinutes = 45 + Math.floor(Math.random() * 20);
+      delayType = 'ground_delay';
+      reason = Math.random() < 0.5 ? 'Weather' : 'High traffic volume';
+    } else if (severityRoll < 0.5) {
+      // Moderate (30% of delays)
+      avgDelayMinutes = 25 + Math.floor(Math.random() * 20);
+      delayType = Math.random() < 0.5 ? 'departure_delay' : 'arrival_delay';
+      reason = 'Congestion';
+    } else {
+      // Minor (50% of delays)
+      avgDelayMinutes = 15 + Math.floor(Math.random() * 15);
+      delayType = 'general';
+      reason = 'Minor delays';
+    }
+  }
+
+  return {
+    id: `sim-${airport.iata}`,
+    iata: airport.iata,
+    icao: airport.icao,
+    name: airport.name,
+    city: airport.city,
+    country: airport.country,
+    lat: airport.lat,
+    lon: airport.lon,
+    region: airport.region,
+    delayType,
+    severity: determineSeverity(avgDelayMinutes),
+    avgDelayMinutes,
+    reason,
+    source: 'computed',
+    updatedAt: new Date(),
+  };
+}
+
+export async function fetchFlightDelays(): Promise<AirportDelayAlert[]> {
+  return breaker.execute(async () => {
+    const alerts: AirportDelayAlert[] = [];
+    const faaDelays = await fetchFAADelays();
+
+    for (const iata of FAA_AIRPORTS) {
+      const airport = MONITORED_AIRPORTS.find((a) => a.iata === iata);
+      if (!airport) continue;
+
+      const faaDelay = faaDelays.get(iata);
+      if (faaDelay) {
+        alerts.push({
+          id: `faa-${iata}`,
+          iata,
+          icao: airport.icao,
+          name: airport.name,
+          city: airport.city,
+          country: airport.country,
+          lat: airport.lat,
+          lon: airport.lon,
+          region: airport.region,
+          delayType: faaDelay.type,
+          severity: determineSeverity(faaDelay.avgDelay || 30),
+          avgDelayMinutes: faaDelay.avgDelay || 30,
+          reason: faaDelay.reason,
+          source: 'faa',
+          updatedAt: new Date(),
+        });
+      }
+    }
+
+    // For non-US airports, generate simulated data
+    const nonUsAirports = MONITORED_AIRPORTS.filter((a) => a.country !== 'USA');
+    for (const airport of nonUsAirports) {
+      const simulated = generateSimulatedDelay(airport);
+      if (simulated.severity !== 'normal') {
+        alerts.push(simulated);
+      }
+    }
+
+    return alerts;
+  }, []);
+}
+
+export function getFlightsStatus(): string {
+  return breaker.getStatus();
+}
+
+export function getAirportByCode(code: string): MonitoredAirport | undefined {
+  return MONITORED_AIRPORTS.find(
+    (a) => a.iata === code.toUpperCase() || a.icao === code.toUpperCase()
+  );
+}
+
+export function getAllMonitoredAirports(): MonitoredAirport[] {
+  return MONITORED_AIRPORTS;
+}
diff --git a/src/services/focal-point-detector.ts b/src/services/focal-point-detector.ts
new file mode 100644
index 000000000..af3c28c95
--- /dev/null
+++ b/src/services/focal-point-detector.ts
@@ -0,0 +1,491 @@
+/**
+ * Focal Point Detector - Intelligence Synthesis Layer
+ *
+ * Correlates news entities with map signals to identify "main characters"
+ * that appear across multiple intelligence streams.
+ *
+ * Example: IRAN mentioned in 12 news clusters + 5 military flights + internet outage
+ * = CRITICAL focal point with rich narrative for AI
+ */
+
+import type { ClusteredEvent, FocalPoint, FocalPointSummary, EntityMention } from '@/types';
+import type { SignalSummary, CountrySignalCluster, SignalType } from './signal-aggregator';
+import { extractEntitiesFromClusters, type NewsEntityContext } from './entity-extraction';
+import { getEntityIndex, type EntityIndex } from './entity-index';
+
+const SIGNAL_TYPE_LABELS: Record<SignalType, string> = {
+  internet_outage: 'internet outage',
+  military_flight: 'military flights',
+  military_vessel: 'naval vessels',
+  protest: 'protests',
+  ais_disruption: 'shipping disruption',
+  satellite_fire: 'satellite fires',
+  temporal_anomaly: 'anomaly detection',
+};
+
+const SIGNAL_TYPE_ICONS: Record<SignalType, string> = {
+  internet_outage: '🌐',
+  military_flight: '✈️',
+  military_vessel: '⚓',
+  protest: '📢',
+  ais_disruption: '🚢',
+  satellite_fire: '🔥',
+  temporal_anomaly: '📊',
+};
+
+class FocalPointDetector {
+  private lastSummary: FocalPointSummary | null = null;
+
+  /**
+   * Check if entity name/alias appears in headline title (case-insensitive)
+   * This ensures we only show headlines that are actually ABOUT the entity
+   */
+  private entityAppearsInTitle(entityId: string, title: string, index: EntityIndex): boolean {
+    const entity = index.byId.get(entityId);
+    if (!entity) return false;
+
+    const titleLower = title.toLowerCase();
+
+    // Check entity name
+    if (titleLower.includes(entity.name.toLowerCase())) return true;
+
+    // Check aliases
+    for (const alias of entity.aliases) {
+      if (titleLower.includes(alias.toLowerCase())) return true;
+    }
+
+    return false;
+  }
+
+  /**
+   * Main analysis entry point - correlates news clusters with map signals
+   */
+  analyze(clusters: ClusteredEvent[], signalSummary: SignalSummary): FocalPointSummary {
+    const entityContexts = extractEntitiesFromClusters(clusters);
+    const entityMentions = this.aggregateEntities(entityContexts, clusters);
+    const focalPoints = this.buildFocalPoints(entityMentions, signalSummary);
+    const aiContext = this.generateAIContext(focalPoints);
+
+    this.lastSummary = {
+      timestamp: new Date(),
+      focalPoints,
+      aiContext,
+      topCountries: focalPoints.filter(fp => fp.entityType === 'country').slice(0, 5),
+      topCompanies: focalPoints.filter(fp => fp.entityType === 'company').slice(0, 3),
+    };
+
+    return this.lastSummary;
+  }
+
+  /**
+   * Aggregate entity mentions across all news clusters
+   */
+  private aggregateEntities(
+    entityContexts: Map<string, NewsEntityContext>,
+    clusters: ClusteredEvent[]
+  ): Map<string, EntityMention> {
+    const mentions = new Map<string, EntityMention>();
+    const index = getEntityIndex();
+
+    for (const [clusterId, context] of entityContexts) {
+      const cluster = clusters.find(c => c.id === clusterId);
+      if (!cluster) continue;
+
+      for (const entity of context.entities) {
+        const entityEntry = index.byId.get(entity.entityId);
+        if (!entityEntry) continue;
+
+        // Only add headline if entity appears in the title (not just mentioned in body)
+        const titleHasEntity = this.entityAppearsInTitle(entity.entityId, cluster.primaryTitle, index);
+
+        const existing = mentions.get(entity.entityId);
+        if (existing) {
+          existing.mentionCount++;
+          existing.avgConfidence = (existing.avgConfidence * (existing.mentionCount - 1) + entity.confidence) / existing.mentionCount;
+          existing.clusterIds.push(clusterId);
+          // Only add headlines where entity is prominent in title
+          if (existing.topHeadlines.length < 3 && titleHasEntity) {
+            existing.topHeadlines.push({ title: cluster.primaryTitle, url: cluster.primaryLink });
+          }
+        } else {
+          mentions.set(entity.entityId, {
+            entityId: entity.entityId,
+            entityType: entityEntry.type,
+            displayName: entityEntry.name,
+            mentionCount: 1,
+            avgConfidence: entity.confidence,
+            clusterIds: [clusterId],
+            // Only include headline if entity appears in title
+            topHeadlines: titleHasEntity ? [{ title: cluster.primaryTitle, url: cluster.primaryLink }] : [],
+          });
+        }
+      }
+    }
+
+    return mentions;
+  }
+
+  /**
+   * Build focal points by correlating news entities with map signals
+   */
+  private buildFocalPoints(
+    entityMentions: Map<string, EntityMention>,
+    signalSummary: SignalSummary
+  ): FocalPoint[] {
+    const focalPoints: FocalPoint[] = [];
+    const index = getEntityIndex();
+    const countrySignals = new Map<string, CountrySignalCluster>();
+
+    for (const cluster of signalSummary.topCountries) {
+      countrySignals.set(cluster.country, cluster);
+    }
+
+    for (const [entityId, mention] of entityMentions) {
+      const entityEntry = index.byId.get(entityId);
+      if (!entityEntry) continue;
+
+      let signals: CountrySignalCluster | undefined;
+      let signalCountry: string | undefined;
+
+      if (entityEntry.type === 'country') {
+        signals = countrySignals.get(entityId);
+        signalCountry = entityId;
+      } else if (entityEntry.related) {
+        for (const relatedId of entityEntry.related) {
+          const relatedEntity = index.byId.get(relatedId);
+          if (relatedEntity?.type === 'country') {
+            signals = countrySignals.get(relatedId);
+            if (signals) {
+              signalCountry = relatedId;
+              break;
+            }
+          }
+        }
+      }
+
+      const focalPoint = this.createFocalPoint(mention, signals, signalCountry);
+      focalPoints.push(focalPoint);
+    }
+
+    for (const [countryCode, signals] of countrySignals) {
+      if (!entityMentions.has(countryCode)) {
+        const countryEntity = index.byId.get(countryCode);
+        if (countryEntity) {
+          const mention: EntityMention = {
+            entityId: countryCode,
+            entityType: 'country',
+            displayName: countryEntity.name,
+            mentionCount: 0,
+            avgConfidence: 0,
+            clusterIds: [],
+            topHeadlines: [],
+          };
+          const focalPoint = this.createFocalPoint(mention, signals, countryCode);
+          if (focalPoint.focalScore > 20) {
+            focalPoints.push(focalPoint);
+          }
+        }
+      }
+    }
+
+    return focalPoints.sort((a, b) => b.focalScore - a.focalScore);
+  }
+
+  /**
+   * Create a focal point with scoring and narrative
+   */
+  private createFocalPoint(
+    mention: EntityMention,
+    signals: CountrySignalCluster | undefined,
+    _signalCountry: string | undefined
+  ): FocalPoint {
+    const newsScore = this.calculateNewsScore(mention);
+    const signalScore = signals ? this.calculateSignalScore(signals) : 0;
+    const correlationBonus = this.calculateCorrelationBonus(mention, signals);
+    const rawScore = newsScore + signalScore + correlationBonus;
+
+    const signalTypes = signals ? Array.from(signals.signalTypes) : [];
+    const urgency = this.determineUrgency(rawScore, signalTypes.length);
+    const urgencyMultiplier = urgency === 'critical' ? 1.3 : urgency === 'elevated' ? 1.15 : 1.0;
+    const focalScore = Math.min(100, rawScore * urgencyMultiplier);
+
+    const signalDescriptions = signals
+      ? signalTypes.map(type => {
+          const count = signals.signals.filter(s => s.type === type).length;
+          return `${count} ${SIGNAL_TYPE_LABELS[type]}`;
+        })
+      : [];
+
+    const narrative = this.generateNarrative(mention, signals, signalTypes);
+    const correlationEvidence = this.getCorrelationEvidence(mention, signals);
+
+    return {
+      id: `fp-${mention.entityId}`,
+      entityId: mention.entityId,
+      entityType: mention.entityType,
+      displayName: mention.displayName,
+      newsMentions: mention.mentionCount,
+      newsVelocity: mention.mentionCount / 24,
+      topHeadlines: mention.topHeadlines,
+      signalTypes,
+      signalCount: signals?.totalCount || 0,
+      highSeverityCount: signals?.highSeverityCount || 0,
+      signalDescriptions,
+      focalScore,
+      urgency,
+      narrative,
+      correlationEvidence,
+    };
+  }
+
+  private calculateNewsScore(mention: EntityMention): number {
+    const base = Math.min(20, mention.mentionCount * 4);
+    const velocity = Math.min(10, (mention.mentionCount / 24) * 2);
+    const confidence = mention.avgConfidence * 10;
+    return base + velocity + confidence;
+  }
+
+  private calculateSignalScore(signals: CountrySignalCluster): number {
+    const typeBonus = signals.signalTypes.size * 10;
+    const countBonus = Math.min(15, signals.totalCount * 3);
+    const severityBonus = signals.highSeverityCount * 5;
+    return typeBonus + countBonus + severityBonus;
+  }
+
+  private calculateCorrelationBonus(
+    mention: EntityMention,
+    signals: CountrySignalCluster | undefined
+  ): number {
+    let bonus = 0;
+
+    if (mention.mentionCount > 0 && signals && signals.totalCount > 0) {
+      bonus += 10;
+    }
+
+    if (signals && mention.topHeadlines.some(h => {
+      const lower = h.title.toLowerCase();
+      return (signals.signalTypes.has('military_flight') && /military|troops|forces|army|air force/.test(lower)) ||
+             (signals.signalTypes.has('military_vessel') && /navy|naval|ships|fleet|carrier/.test(lower)) ||
+             (signals.signalTypes.has('protest') && /protest|demonstrat|unrest|riot/.test(lower)) ||
+             (signals.signalTypes.has('internet_outage') && /internet|blackout|outage|connectivity/.test(lower));
+    })) {
+      bonus += 5;
+    }
+
+    return bonus;
+  }
+
+  private determineUrgency(score: number, signalTypeCount: number): 'watch' | 'elevated' | 'critical' {
+    if (score > 70 || signalTypeCount >= 3) return 'critical';
+    if (score > 50 || signalTypeCount >= 2) return 'elevated';
+    return 'watch';
+  }
+
+  private generateNarrative(
+    mention: EntityMention,
+    signals: CountrySignalCluster | undefined,
+    signalTypes: SignalType[]
+  ): string {
+    const parts: string[] = [];
+
+    if (mention.mentionCount > 0) {
+      parts.push(`${mention.mentionCount} news mentions`);
+    }
+
+    if (signals && signalTypes.length > 0) {
+      const signalParts = signalTypes.map(type => {
+        const count = signals.signals.filter(s => s.type === type).length;
+        return `${count} ${SIGNAL_TYPE_LABELS[type]}`;
+      });
+      parts.push(signalParts.join(', '));
+    }
+
+    if (mention.topHeadlines.length > 0 && mention.topHeadlines[0]) {
+      const headline = mention.topHeadlines[0].title.slice(0, 60);
+      parts.push(`"${headline}..."`);
+    }
+
+    return parts.join(' | ');
+  }
+
+  private getCorrelationEvidence(
+    mention: EntityMention,
+    signals: CountrySignalCluster | undefined
+  ): string[] {
+    const evidence: string[] = [];
+
+    if (mention.mentionCount > 0 && signals && signals.totalCount > 0) {
+      evidence.push(`${mention.displayName} appears in both news (${mention.mentionCount}) and map signals (${signals.totalCount})`);
+    }
+
+    if (signals && signals.signalTypes.size >= 2) {
+      const types = Array.from(signals.signalTypes).map(t => SIGNAL_TYPE_LABELS[t]);
+      evidence.push(`Multiple signal convergence: ${types.join(' + ')}`);
+    }
+
+    if (signals && signals.highSeverityCount > 0) {
+      evidence.push(`${signals.highSeverityCount} high-severity signals detected`);
+    }
+
+    return evidence;
+  }
+
+  /**
+   * Generate rich AI context for summarization
+   */
+  private generateAIContext(focalPoints: FocalPoint[]): string {
+    if (focalPoints.length === 0) {
+      return '';
+    }
+
+    const lines: string[] = ['[INTELLIGENCE SYNTHESIS]'];
+
+    const critical = focalPoints.filter(fp => fp.urgency === 'critical').slice(0, 3);
+    const elevated = focalPoints.filter(fp => fp.urgency === 'elevated').slice(0, 3);
+    const correlatedFPs = focalPoints.filter(fp => fp.newsMentions > 0 && fp.signalCount > 0).slice(0, 5);
+
+    if (critical.length > 0) {
+      lines.push('');
+      lines.push('CRITICAL FOCAL POINTS:');
+      for (const fp of critical) {
+        const icons = fp.signalTypes.map(t => SIGNAL_TYPE_ICONS[t as SignalType]).join('');
+        lines.push(`- ${fp.displayName} [CRITICAL] ${icons}: ${fp.narrative}`);
+        if (fp.correlationEvidence.length > 0) {
+          lines.push(`  → ${fp.correlationEvidence[0]}`);
+        }
+      }
+    }
+
+    if (elevated.length > 0) {
+      lines.push('');
+      lines.push('ELEVATED WATCH:');
+      for (const fp of elevated) {
+        lines.push(`- ${fp.displayName}: ${fp.newsMentions} news, ${fp.signalCount} signals`);
+      }
+    }
+
+    if (correlatedFPs.length > 0) {
+      lines.push('');
+      lines.push('NEWS-SIGNAL CORRELATIONS:');
+      for (const fp of correlatedFPs) {
+        const signalDesc = fp.signalTypes.map(t => SIGNAL_TYPE_LABELS[t as SignalType]).join(', ');
+        lines.push(`- ${fp.displayName}: news coverage + ${signalDesc} detected`);
+      }
+    }
+
+    return lines.join('\n');
+  }
+
+  /**
+   * Get signal icons for UI display
+   */
+  getSignalIcons(signalTypes: string[]): string {
+    return signalTypes.map(t => SIGNAL_TYPE_ICONS[t as SignalType] || '').join(' ');
+  }
+
+  /**
+   * Get last computed summary
+   */
+  getLastSummary(): FocalPointSummary | null {
+    return this.lastSummary;
+  }
+
+  /**
+   * Get urgency level for a specific country (for CII integration)
+   * Returns the focal point urgency if found, null otherwise
+   */
+  getCountryUrgency(countryCode: string): 'watch' | 'elevated' | 'critical' | null {
+    if (!this.lastSummary) return null;
+    const fp = this.lastSummary.focalPoints.find(
+      fp => fp.entityType === 'country' && fp.entityId === countryCode
+    );
+    return fp?.urgency || null;
+  }
+
+  /**
+   * Get all country urgencies as a map (for batch CII calculation)
+   */
+  getCountryUrgencyMap(): Map<string, 'watch' | 'elevated' | 'critical'> {
+    const map = new Map<string, 'watch' | 'elevated' | 'critical'>();
+    if (!this.lastSummary) return map;
+    for (const fp of this.lastSummary.focalPoints) {
+      if (fp.entityType === 'country') {
+        map.set(fp.entityId, fp.urgency);
+      }
+    }
+    return map;
+  }
+
+  /**
+   * Get full focal point data for a country (for military surge integration)
+   * Returns focal point with news headlines and correlation evidence
+   */
+  getFocalPointForCountry(countryCode: string): FocalPoint | null {
+    if (!this.lastSummary) return null;
+    return this.lastSummary.focalPoints.find(
+      fp => fp.entityType === 'country' && fp.entityId === countryCode
+    ) || null;
+  }
+
+  /**
+   * Get news correlation context for multiple countries (for surge alerts)
+   * Returns formatted string describing news-signal correlations
+   */
+  getNewsCorrelationContext(countryCodes: string[]): string | null {
+    if (!this.lastSummary) return null;
+
+    const relevantFPs = this.lastSummary.focalPoints.filter(
+      fp => fp.entityType === 'country' && countryCodes.includes(fp.entityId) && fp.newsMentions > 0
+    );
+
+    if (relevantFPs.length === 0) return null;
+
+    const lines: string[] = [];
+    for (const fp of relevantFPs.slice(0, 3)) {
+      const headline = fp.topHeadlines[0];
+      if (headline) {
+        lines.push(`${fp.displayName}: "${headline.title.slice(0, 80)}..."`);
+      }
+      const evidence = fp.correlationEvidence[0];
+      if (evidence) {
+        lines.push(`  → ${evidence}`);
+      }
+    }
+
+    return lines.length > 0 ? lines.join('\n') : null;
+  }
+
+  /**
+   * Log focal point summary to console for debugging
+   */
+  logSummary(): void {
+    if (!this.lastSummary) {
+      console.log('[FocalPointDetector] No summary available');
+      return;
+    }
+
+    console.group('%c[FocalPointDetector]', 'color: #8b5cf6; font-weight: bold');
+    console.log(`Total focal points: ${this.lastSummary.focalPoints.length}`);
+
+    const critical = this.lastSummary.focalPoints.filter(fp => fp.urgency === 'critical');
+    const elevated = this.lastSummary.focalPoints.filter(fp => fp.urgency === 'elevated');
+
+    if (critical.length > 0) {
+      console.log('%cCritical:', 'color: #ef4444; font-weight: bold');
+      for (const fp of critical) {
+        console.log(`  ${fp.displayName}: score ${fp.focalScore.toFixed(0)}, ${fp.newsMentions} news, ${fp.signalCount} signals`);
+      }
+    }
+
+    if (elevated.length > 0) {
+      console.log('%cElevated:', 'color: #f59e0b; font-weight: bold');
+      for (const fp of elevated.slice(0, 5)) {
+        console.log(`  ${fp.displayName}: score ${fp.focalScore.toFixed(0)}`);
+      }
+    }
+
+    console.groupEnd();
+  }
+}
+
+export const focalPointDetector = new FocalPointDetector();
diff --git a/src/services/fred.ts b/src/services/fred.ts
index 234c744f9..1e5bf0719 100644
--- a/src/services/fred.ts
+++ b/src/services/fred.ts
@@ -1,3 +1,6 @@
+import { createCircuitBreaker } from '@/utils';
+import { isFeatureAvailable } from './runtime-config';
+
 export interface FredSeries {
   id: string;
   name: string;
@@ -16,6 +19,15 @@ interface FredConfig {
   precision: number;
 }
 
+interface FredObservation {
+  date: string;
+  value: string;
+}
+
+interface FredApiResponse {
+  observations: FredObservation[];
+}
+
 const FRED_SERIES: FredConfig[] = [
   { id: 'WALCL', name: 'Fed Total Assets', unit: '$B', precision: 0 },
   { id: 'FEDFUNDS', name: 'Fed Funds Rate', unit: '%', precision: 2 },
@@ -26,96 +38,88 @@ const FRED_SERIES: FredConfig[] = [
   { id: 'VIXCLS', name: 'VIX', unit: '', precision: 2 },
 ];
 
-const FRED_CSV_BASE = '/api/fred/graph/fredgraph.csv';
+const FRED_API_BASE = '/api/fred-data';
+const breaker = createCircuitBreaker<FredSeries[]>({ name: 'FRED Economic' });
 
 async function fetchSeriesData(seriesId: string): Promise<{ date: string; value: number }[]> {
-  try {
-    const endDate = new Date().toISOString().split('T')[0];
-    const startDate = new Date(Date.now() - 90 * 24 * 60 * 60 * 1000).toISOString().split('T')[0];
-
-    const url = `${FRED_CSV_BASE}?id=${seriesId}&cosd=${startDate}&coed=${endDate}`;
-    const response = await fetch(url, {
-      headers: {
-        'Accept': 'text/csv',
-        'User-Agent': 'WorldMonitor/1.0'
-      }
-    });
+  const endDate = new Date().toISOString().split('T')[0] as string;
+  const startDate = new Date(Date.now() - 90 * 24 * 60 * 60 * 1000).toISOString().split('T')[0] as string;
+
+  const params = new URLSearchParams();
+  params.set('series_id', seriesId);
+  params.set('observation_start', startDate);
+  params.set('observation_end', endDate);
 
-    if (!response.ok) {
-      console.warn(`FRED API returned ${response.status} for ${seriesId}`);
-      return [];
-    }
-
-    const csv = await response.text();
-    const lines = csv.trim().split('\n').slice(1);
-
-    return lines
-      .map(line => {
-        const parts = line.split(',');
-        const date = parts[0];
-        const valueStr = parts[1];
-        if (!date || !valueStr) return null;
-        const value = parseFloat(valueStr);
-        if (!isNaN(value)) {
-          return { date, value };
-        }
-        return null;
-      })
-      .filter((d): d is { date: string; value: number } => d !== null);
-  } catch (error) {
-    console.error(`Failed to fetch FRED series ${seriesId}:`, error);
-    return [];
-  }
+  const response = await fetch(`${FRED_API_BASE}?${params}`, {
+    headers: { Accept: 'application/json' },
+  });
+
+  if (!response.ok) throw new Error(`HTTP ${response.status}`);
+
+  const data: FredApiResponse = await response.json();
+
+  return (data.observations || [])
+    .map(obs => {
+      const value = parseFloat(obs.value);
+      if (isNaN(value) || obs.value === '.') return null;
+      return { date: obs.date, value };
+    })
+    .filter((d): d is { date: string; value: number } => d !== null)
+    .reverse();
 }
 
 export async function fetchFredData(): Promise<FredSeries[]> {
-  const fetchPromises = FRED_SERIES.map(async (config): Promise<FredSeries | null> => {
-    const data = await fetchSeriesData(config.id);
-
-    if (data.length >= 2) {
-      const latest = data[data.length - 1]!;
-      const previous = data[data.length - 2]!;
-      const change = latest.value - previous.value;
-      const changePercent = (change / previous.value) * 100;
-
-      let displayValue = latest.value;
-      if (config.id === 'WALCL') {
-        displayValue = latest.value / 1000;
-      }
-
-      return {
-        id: config.id,
-        name: config.name,
-        value: Number(displayValue.toFixed(config.precision)),
-        previousValue: Number(previous.value.toFixed(config.precision)),
-        change: Number(change.toFixed(config.precision)),
-        changePercent: Number(changePercent.toFixed(2)),
-        date: latest.date,
-        unit: config.unit,
-      };
-    } else if (data.length === 1) {
-      const latest = data[0]!;
-      let displayValue = latest.value;
-      if (config.id === 'WALCL') {
-        displayValue = latest.value / 1000;
+  if (!isFeatureAvailable('economicFred')) return [];
+
+  return breaker.execute(async () => {
+    const fetchPromises = FRED_SERIES.map(async (config): Promise<FredSeries | null> => {
+      const data = await fetchSeriesData(config.id);
+
+      if (data.length >= 2) {
+        const latest = data[data.length - 1]!;
+        const previous = data[data.length - 2]!;
+        const change = latest.value - previous.value;
+        const changePercent = (change / previous.value) * 100;
+
+        let displayValue = latest.value;
+        if (config.id === 'WALCL') displayValue = latest.value / 1000;
+
+        return {
+          id: config.id,
+          name: config.name,
+          value: Number(displayValue.toFixed(config.precision)),
+          previousValue: Number(previous.value.toFixed(config.precision)),
+          change: Number(change.toFixed(config.precision)),
+          changePercent: Number(changePercent.toFixed(2)),
+          date: latest.date,
+          unit: config.unit,
+        };
+      } else if (data.length === 1) {
+        const latest = data[0]!;
+        let displayValue = latest.value;
+        if (config.id === 'WALCL') displayValue = latest.value / 1000;
+
+        return {
+          id: config.id,
+          name: config.name,
+          value: Number(displayValue.toFixed(config.precision)),
+          previousValue: null,
+          change: null,
+          changePercent: null,
+          date: latest.date,
+          unit: config.unit,
+        };
       }
+      return null;
+    });
 
-      return {
-        id: config.id,
-        name: config.name,
-        value: Number(displayValue.toFixed(config.precision)),
-        previousValue: null,
-        change: null,
-        changePercent: null,
-        date: latest.date,
-        unit: config.unit,
-      };
-    }
-    return null;
-  });
+    const results = await Promise.all(fetchPromises);
+    return results.filter((r): r is FredSeries => r !== null);
+  }, []);
+}
 
-  const results = await Promise.all(fetchPromises);
-  return results.filter((r): r is FredSeries => r !== null);
+export function getFredStatus(): string {
+  return breaker.getStatus();
 }
 
 export function getChangeClass(change: number | null): string {
diff --git a/src/services/gdacs.ts b/src/services/gdacs.ts
new file mode 100644
index 000000000..28f52106c
--- /dev/null
+++ b/src/services/gdacs.ts
@@ -0,0 +1,114 @@
+import { createCircuitBreaker } from '@/utils';
+
+export interface GDACSEvent {
+  id: string;
+  eventType: 'EQ' | 'FL' | 'TC' | 'VO' | 'WF' | 'DR';
+  name: string;
+  description: string;
+  alertLevel: 'Green' | 'Orange' | 'Red';
+  country: string;
+  coordinates: [number, number];
+  fromDate: Date;
+  severity: string;
+  url: string;
+}
+
+interface GDACSFeature {
+  geometry: {
+    type: string;
+    coordinates: [number, number];
+  };
+  properties: {
+    eventtype: string;
+    eventid: number;
+    name: string;
+    description: string;
+    alertlevel: string;
+    country: string;
+    fromdate: string;
+    severitydata?: {
+      severity: number;
+      severitytext: string;
+      severityunit: string;
+    };
+    url: {
+      report: string;
+    };
+  };
+}
+
+interface GDACSResponse {
+  features: GDACSFeature[];
+}
+
+const GDACS_API = 'https://www.gdacs.org/gdacsapi/api/events/geteventlist/MAP';
+const breaker = createCircuitBreaker<GDACSEvent[]>({ name: 'GDACS' });
+
+const EVENT_TYPE_NAMES: Record<string, string> = {
+  EQ: 'Earthquake',
+  FL: 'Flood',
+  TC: 'Tropical Cyclone',
+  VO: 'Volcano',
+  WF: 'Wildfire',
+  DR: 'Drought',
+};
+
+export async function fetchGDACSEvents(): Promise<GDACSEvent[]> {
+  return breaker.execute(async () => {
+    const response = await fetch(GDACS_API, {
+      headers: { 'Accept': 'application/json' }
+    });
+
+    if (!response.ok) throw new Error(`HTTP ${response.status}`);
+
+    const data: GDACSResponse = await response.json();
+
+    const seen = new Set<string>();
+    return data.features
+      .filter(f => {
+        if (!f.geometry || f.geometry.type !== 'Point') return false;
+        const key = `${f.properties.eventtype}-${f.properties.eventid}`;
+        if (seen.has(key)) return false;
+        seen.add(key);
+        return true;
+      })
+      .filter(f => f.properties.alertlevel !== 'Green')
+      .slice(0, 100)
+      .map(f => ({
+        id: `gdacs-${f.properties.eventtype}-${f.properties.eventid}`,
+        eventType: f.properties.eventtype as GDACSEvent['eventType'],
+        name: f.properties.name,
+        description: f.properties.description || EVENT_TYPE_NAMES[f.properties.eventtype] || f.properties.eventtype,
+        alertLevel: f.properties.alertlevel as GDACSEvent['alertLevel'],
+        country: f.properties.country,
+        coordinates: f.geometry.coordinates,
+        fromDate: new Date(f.properties.fromdate),
+        severity: f.properties.severitydata?.severitytext || '',
+        url: f.properties.url?.report || '',
+      }));
+  }, []);
+}
+
+export function getGDACSStatus(): string {
+  return breaker.getStatus();
+}
+
+export function getEventTypeIcon(type: GDACSEvent['eventType']): string {
+  switch (type) {
+    case 'EQ': return '🌍';
+    case 'FL': return '🌊';
+    case 'TC': return '🌀';
+    case 'VO': return '🌋';
+    case 'WF': return '🔥';
+    case 'DR': return '☀️';
+    default: return '⚠️';
+  }
+}
+
+export function getAlertColor(level: GDACSEvent['alertLevel']): [number, number, number, number] {
+  switch (level) {
+    case 'Red': return [255, 0, 0, 200];
+    case 'Orange': return [255, 140, 0, 180];
+    default: return [255, 200, 0, 160];
+  }
+}
diff --git a/src/services/gdelt-intel.ts b/src/services/gdelt-intel.ts
new file mode 100644
index 000000000..575304b80
--- /dev/null
+++ b/src/services/gdelt-intel.ts
@@ -0,0 +1,167 @@
+import { fetchWithProxy } from '@/utils';
+import type { Hotspot } from '@/types';
+
+export interface GdeltArticle {
+  title: string;
+  url: string;
+  source: string;
+  date: string;
+  image?: string;
+  language?: string;
+  tone?: number;
+}
+
+export interface IntelTopic {
+  id: string;
+  name: string;
+  query: string;
+  icon: string;
+  description: string;
+}
+
+export interface TopicIntelligence {
+  topic: IntelTopic;
+  articles: GdeltArticle[];
+  fetchedAt: Date;
+}
+
+export const INTEL_TOPICS: IntelTopic[] = [
+  {
+    id: 'military',
+    name: 'Military Activity',
+    query: '(military exercise OR troop deployment OR airstrike OR "naval exercise") sourcelang:eng',
+    icon: '⚔️',
+    description: 'Military exercises, deployments, and operations',
+  },
+  {
+    id: 'cyber',
+    name: 'Cyber Threats',
+    query: '(cyberattack OR ransomware OR hacking OR "data breach" OR APT) sourcelang:eng',
+    icon: '🔓',
+    description: 'Cyber attacks, ransomware, and digital threats',
+  },
+  {
+    id: 'nuclear',
+    name: 'Nuclear',
+    query: '(nuclear OR uranium enrichment OR IAEA OR "nuclear weapon" OR plutonium) sourcelang:eng',
+    icon: '☢️',
+    description: 'Nuclear programs, IAEA inspections, proliferation',
+  },
+  {
+    id: 'sanctions',
+    name: 'Sanctions',
+    query: '(sanctions OR embargo OR "trade war" OR tariff OR "economic pressure") sourcelang:eng',
+    icon: '🚫',
+    description: 'Economic sanctions and trade restrictions',
+  },
+  {
+    id: 'intelligence',
+    name: 'Intelligence',
+    query: '(espionage OR spy OR intelligence agency OR covert OR surveillance) sourcelang:eng',
+    icon: '🕵️',
+    description: 'Espionage, intelligence operations, surveillance',
+  },
+  {
+    id: 'maritime',
+    name: 'Maritime Security',
+    query: '(naval blockade OR piracy OR "strait of hormuz" OR "south china sea" OR warship) sourcelang:eng',
+    icon: '🚢',
+    description: 'Naval operations, maritime chokepoints, sea lanes',
+  },
+];
+
+const CACHE_TTL = 5 * 60 * 1000;
+const articleCache = new Map<string, { articles: GdeltArticle[]; timestamp: number }>();
+
+function buildGdeltDocUrl(query: string, maxrecords = 10, timespan = '24h'): string {
+  return `/api/gdelt-doc?query=${encodeURIComponent(query)}&maxrecords=${maxrecords}&timespan=${timespan}`;
+}
+
+export async function fetchGdeltArticles(
+  query: string,
+  maxrecords = 10,
+  timespan = '24h'
+): Promise<GdeltArticle[]> {
+  const cacheKey = `${query}:${maxrecords}:${timespan}`;
+  const cached = articleCache.get(cacheKey);
+
+  if (cached && Date.now() - cached.timestamp < CACHE_TTL) {
+    return cached.articles;
+  }
+
+  try {
+    const url = buildGdeltDocUrl(query, maxrecords, timespan);
+    const response = await fetchWithProxy(url);
+
+    if (!response.ok) {
+      console.warn(`[GDELT-Intel] Failed to fetch: ${response.status}`);
+      return cached?.articles || [];
+    }
+
+    const data = await response.json();
+    const articles: GdeltArticle[] = data.articles || [];
+
+    articleCache.set(cacheKey, { articles, timestamp: Date.now() });
+    return articles;
+  } catch (error) {
+    console.error('[GDELT-Intel] Fetch error:', error);
+    return cached?.articles || [];
+  }
+}
+
+export async function fetchHotspotContext(hotspot: Hotspot): Promise<GdeltArticle[]> {
+  const query = hotspot.keywords.slice(0, 5).join(' OR ');
+  return fetchGdeltArticles(query, 8, '48h');
+}
+
+export async function fetchTopicIntelligence(topic: IntelTopic): Promise<TopicIntelligence> {
+  const articles = await fetchGdeltArticles(topic.query, 10, '24h');
+  return {
+    topic,
+    articles,
+    fetchedAt: new Date(),
+  };
+}
+
+export async function fetchAllTopicIntelligence(): Promise<TopicIntelligence[]> {
+  const results = await Promise.allSettled(
+    INTEL_TOPICS.map(topic => fetchTopicIntelligence(topic))
+  );
+
+  return results
+    .filter((r): r is PromiseFulfilledResult<TopicIntelligence> => r.status === 'fulfilled')
+    .map(r => r.value);
+}
+
+export function formatArticleDate(dateStr: string): string {
+  if (!dateStr) return '';
+  try {
+    // GDELT returns compact format: "20260111T093000Z"
+    const year = dateStr.slice(0, 4);
+    const month = dateStr.slice(4, 6);
+    const day = dateStr.slice(6, 8);
+    const hour = dateStr.slice(9, 11);
+    const min = dateStr.slice(11, 13);
+    const sec = dateStr.slice(13, 15);
+    const date = new Date(`${year}-${month}-${day}T${hour}:${min}:${sec}Z`);
+    if (isNaN(date.getTime())) return '';
+
+    const now = Date.now();
+    const diff = now - date.getTime();
+
+    if (diff < 0) return 'just now';
+    if (diff < 3600000) return `${Math.floor(diff / 60000)}m ago`;
+    if (diff < 86400000) return `${Math.floor(diff / 3600000)}h ago`;
+    return `${Math.floor(diff / 86400000)}d ago`;
+  } catch {
+    return '';
+  }
+}
+
+export function extractDomain(url: string): string {
+  try {
+    return new URL(url).hostname.replace('www.', '');
+  } catch {
+    return '';
+  }
+}
diff --git a/src/services/geo-activity.ts b/src/services/geo-activity.ts
new file mode 100644
index 000000000..8daf9a592
--- /dev/null
+++ b/src/services/geo-activity.ts
@@ -0,0 +1,156 @@
+import type { ClusteredEvent } from '@/types';
+import { inferGeoHubsFromTitle, type GeoHubLocation } from './geo-hub-index';
+
+export interface GeoHubActivity {
+  hubId: string;
+  name: string;
+  region: string;
+  country: string;
+  lat: number;
+  lon: number;
+  type: 'capital' | 'conflict' | 'strategic' | 'organization';
+  tier: 'critical' | 'major' | 'notable';
+  activityLevel: 'high' | 'elevated' | 'low';
+  score: number;
+  newsCount: number;
+  hasBreaking: boolean;
+  topStories: Array<{ title: string; link: string }>;
+  trend: 'rising' | 'stable' | 'falling';
+  matchedKeywords: string[];
+}
+
+interface HubAccumulator {
+  hub: GeoHubLocation;
+  clusters: ClusteredEvent[];
+  matchedKeywords: Set<string>;
+  totalVelocity: number;
+  hasBreaking: boolean;
+}
+
+const TIER_BONUS: Record<string, number> = {
+  critical: 20,
+  major: 10,
+  notable: 0,
+};
+
+const TYPE_BONUS: Record<string, number> = {
+  conflict: 15,
+  strategic: 10,
+  capital: 5,
+  organization: 5,
+};
+
+export function aggregateGeoActivity(clusters: ClusteredEvent[]): GeoHubActivity[] {
+  const hubAccumulators = new Map<string, HubAccumulator>();
+
+  for (const cluster of clusters) {
+    const matches = inferGeoHubsFromTitle(cluster.primaryTitle);
+
+    for (const match of matches) {
+      if (match.confidence < 0.5) continue;
+
+      let acc = hubAccumulators.get(match.hubId);
+      if (!acc) {
+        acc = {
+          hub: match.hub,
+          clusters: [],
+          matchedKeywords: new Set(),
+          totalVelocity: 0,
+          hasBreaking: false,
+        };
+        hubAccumulators.set(match.hubId, acc);
+      }
+
+      acc.clusters.push(cluster);
+      acc.matchedKeywords.add(match.matchedKeyword);
+
+      if (cluster.velocity?.sourcesPerHour) {
+        acc.totalVelocity += cluster.velocity.sourcesPerHour;
+      }
+
+      if (cluster.isAlert) {
+        acc.hasBreaking = true;
+      }
+    }
+  }
+
+  const rawScores: Array<{ hubId: string; acc: HubAccumulator; rawScore: number }> = [];
+  let maxRawScore = 0;
+
+  for (const [hubId, acc] of hubAccumulators) {
+    const newsCount = acc.clusters.length;
+    const tierBonus = TIER_BONUS[acc.hub.tier] || 0;
+    const typeBonus = TYPE_BONUS[acc.hub.type] || 0;
+
+    const rawScore =
+      newsCount * 10 +
+      (acc.hasBreaking ? 25 : 0) +
+      acc.totalVelocity * 3 +
+      tierBonus +
+      typeBonus;
+
+    rawScores.push({ hubId, acc, rawScore });
+    maxRawScore = Math.max(maxRawScore, rawScore);
+  }
+
+  const activities: GeoHubActivity[] = [];
+
+  for (const { hubId, acc, rawScore } of rawScores) {
+    const newsCount = acc.clusters.length;
+
+    const score = maxRawScore > 0
+      ? Math.round((rawScore / maxRawScore) * 100)
+      : 0;
+
+    let activityLevel: 'high' | 'elevated' | 'low';
+    if (score >= 70 || acc.hasBreaking) {
+      activityLevel = 'high';
+    } else if (score >= 40) {
+      activityLevel = 'elevated';
+    } else {
+      activityLevel = 'low';
+    }
+
+    const topStories = acc.clusters
+      .slice(0, 3)
+      .map(c => ({ title: c.primaryTitle, link: c.primaryLink }));
+
+    let trend: 'rising' | 'stable' | 'falling' = 'stable';
+    if (acc.totalVelocity > 2) {
+      trend = 'rising';
+    } else if (acc.totalVelocity < 0.5 && newsCount > 1) {
+      trend = 'falling';
+    }
+
+    activities.push({
+      hubId,
+      name: acc.hub.name,
+      region: acc.hub.region,
+      country: acc.hub.country,
+      lat: acc.hub.lat,
+      lon: acc.hub.lon,
+      type: acc.hub.type,
+      tier: acc.hub.tier,
+      activityLevel,
+      score,
+      newsCount,
+      hasBreaking: acc.hasBreaking,
+      topStories,
+      trend,
+      matchedKeywords: Array.from(acc.matchedKeywords),
+    });
+  }
+
+  activities.sort((a, b) => b.score - a.score);
+
+  return activities;
+}
+
+export function getTopActiveGeoHubs(clusters: ClusteredEvent[], limit = 10): GeoHubActivity[] {
+  return aggregateGeoActivity(clusters).slice(0, limit);
+}
+
+export function getGeoHubActivity(hubId: string, clusters: ClusteredEvent[]): GeoHubActivity | undefined {
+  const activities = aggregateGeoActivity(clusters);
+  return activities.find(a => a.hubId === hubId);
+}
diff --git a/src/services/geo-convergence.ts b/src/services/geo-convergence.ts
new file mode 100644
index 000000000..174f55a49
--- /dev/null
+++ b/src/services/geo-convergence.ts
@@ -0,0 +1,253 @@
+import type { SocialUnrestEvent, MilitaryFlight, MilitaryVessel, Earthquake } from '@/types';
+import { generateSignalId } from '@/utils/analysis-constants';
+import type { CorrelationSignalCore } from './analysis-core';
+import { INTEL_HOTSPOTS, CONFLICT_ZONES, STRATEGIC_WATERWAYS } from '@/config/geo';
+
+export type GeoEventType = 'protest' | 'military_flight' | 'military_vessel' | 'earthquake';
+
+interface GeoCell {
+  id: string;
+  lat: number;
+  lon: number;
+  events: Map<GeoEventType, { count: number; lastSeen: Date }>;
+  firstSeen: Date;
+}
+
+const cells = new Map<string, GeoCell>();
+const WINDOW_MS = 24 * 60 * 60 * 1000;
+const CONVERGENCE_THRESHOLD = 3;
+
+export function getCellId(lat: number, lon: number): string {
+  return `${Math.floor(lat)},${Math.floor(lon)}`;
+}
+
+export function ingestGeoEvent(
+  lat: number,
+  lon: number,
+  type: GeoEventType,
+  timestamp: Date = new Date()
+): void {
+  const cellId = getCellId(lat, lon);
+
+  let cell = cells.get(cellId);
+  if (!cell) {
+    cell = {
+      id: cellId,
+      lat: Math.floor(lat) + 0.5,
+      lon: Math.floor(lon) + 0.5,
+      events: new Map(),
+      firstSeen: timestamp,
+    };
+    cells.set(cellId, cell);
+  }
+
+  const existing = cell.events.get(type);
+  cell.events.set(type, {
+    count: (existing?.count ?? 0) + 1,
+    lastSeen: timestamp,
+  });
+}
+
+function pruneOldEvents(): void {
+  const cutoff = Date.now() - WINDOW_MS;
+
+  for (const [cellId, cell] of cells) {
+    for (const [type, data] of cell.events) {
+      if (data.lastSeen.getTime() < cutoff) {
+        cell.events.delete(type);
+      }
+    }
+    if (cell.events.size === 0) {
+      cells.delete(cellId);
+    }
+  }
+}
+
+export function ingestProtests(events: SocialUnrestEvent[]): void {
+  for (const e of events) {
+    ingestGeoEvent(e.lat, e.lon, 'protest', e.time);
+  }
+}
+
+export function ingestFlights(flights: MilitaryFlight[]): void {
+  for (const f of flights) {
+    ingestGeoEvent(f.lat, f.lon, 'military_flight', f.lastSeen);
+  }
+}
+
+export function ingestVessels(vessels: MilitaryVessel[]): void {
+  for (const v of vessels) {
+    ingestGeoEvent(v.lat, v.lon, 'military_vessel', v.lastAisUpdate);
+  }
+}
+
+export function ingestEarthquakes(quakes: Earthquake[]): void {
+  for (const q of quakes) {
+    ingestGeoEvent(q.lat, q.lon, 'earthquake', q.time);
+  }
+}
+
+export interface GeoConvergenceAlert {
+  cellId: string;
+  lat: number;
+  lon: number;
+  types: GeoEventType[];
+  totalEvents: number;
+  score: number;
+}
+
+export function detectGeoConvergence(seenAlerts: Set<string>): GeoConvergenceAlert[] {
+  pruneOldEvents();
+
+  const alerts: GeoConvergenceAlert[] = [];
+
+  for (const [cellId, cell] of cells) {
+    if (cell.events.size >= CONVERGENCE_THRESHOLD) {
+      if (seenAlerts.has(cellId)) continue;
+
+      const types = Array.from(cell.events.keys());
+      const totalEvents = Array.from(cell.events.values())
+        .reduce((sum, d) => sum + d.count, 0);
+
+      const typeScore = cell.events.size * 25;
+      const countBoost = Math.min(25, totalEvents * 2);
+      const score = Math.min(100, typeScore + countBoost);
+
+      alerts.push({ cellId, lat: cell.lat, lon: cell.lon, types, totalEvents, score });
+      seenAlerts.add(cellId);
+    }
+  }
+
+  return alerts.sort((a, b) => b.score - a.score);
+}
+
+const TYPE_LABELS: Record<GeoEventType, string> = {
+  protest: 'protests',
+  military_flight: 'military flights',
+  military_vessel: 'naval vessels',
+  earthquake: 'seismic activity',
+};
+
+// Haversine distance in km
+function haversineKm(lat1: number, lon1: number, lat2: number, lon2: number): number {
+  const R = 6371;
+  const dLat = ((lat2 - lat1) * Math.PI) / 180;
+  const dLon = ((lon2 - lon1) * Math.PI) / 180;
+  const a = Math.sin(dLat / 2) ** 2 + Math.cos(lat1 * Math.PI / 180) * Math.cos(lat2 * Math.PI / 180) * Math.sin(dLon / 2) ** 2;
+  return R * 2 * Math.atan2(Math.sqrt(a), Math.sqrt(1 - a));
+}
+
+// Reverse geocode coordinates to human-readable location
+export function getLocationName(lat: number, lon: number): string {
+  // Check conflict zones first (most relevant for convergence)
+  for (const zone of CONFLICT_ZONES) {
+    const [zoneLon, zoneLat] = zone.center;
+    const dist = haversineKm(lat, lon, zoneLat, zoneLon);
+    if (dist < 300) {
+      return zone.name.replace(' Conflict', '').replace(' Civil War', '');
+    }
+  }
+
+  // Check strategic waterways
+  for (const waterway of STRATEGIC_WATERWAYS) {
+    const dist = haversineKm(lat, lon, waterway.lat, waterway.lon);
+    if (dist < 200) {
+      return waterway.name;
+    }
+  }
+
+  // Check intel hotspots (major cities)
+  let nearestHotspot: { name: string; dist: number } | null = null;
+  for (const hotspot of INTEL_HOTSPOTS) {
+    const dist = haversineKm(lat, lon, hotspot.lat, hotspot.lon);
+    if (dist < 150 && (!nearestHotspot || dist < nearestHotspot.dist)) {
+      nearestHotspot = { name: hotspot.name, dist };
+    }
+  }
+  if (nearestHotspot) {
+    // Return just the name - caller adds "in" prefix
+    return nearestHotspot.name;
+  }
+
+  // Regional fallback based on lat/lon ranges
+  if (lat >= 25 && lat <= 40 && lon >= 25 && lon <= 75) return 'Middle East';
+  if (lat >= 30 && lat <= 45 && lon >= 100 && lon <= 145) return 'East Asia';
+  if (lat >= -10 && lat <= 25 && lon >= 90 && lon <= 130) return 'Southeast Asia';
+  if (lat >= 35 && lat <= 70 && lon >= -10 && lon <= 40) return 'Europe';
+  if (lat >= 44 && lat <= 75 && lon >= 20 && lon <= 180) return 'Russia';
+  if (lat >= -35 && lat <= 35 && lon >= -20 && lon <= 55) return 'Africa';
+  if (lat >= 25 && lat <= 50 && lon >= -125 && lon <= -65) return 'North America';
+  if (lat >= -60 && lat <= 15 && lon >= -80 && lon <= -30) return 'South America';
+
+  return `${lat.toFixed(1)}°, ${lon.toFixed(1)}°`;
+}
+
+export function geoConvergenceToSignal(alert: GeoConvergenceAlert): CorrelationSignalCore {
+  const typeDescriptions = alert.types.map(t => TYPE_LABELS[t]).join(', ');
+  const locationName = getLocationName(alert.lat, alert.lon);
+
+  return {
+    id: generateSignalId(),
+    type: 'geo_convergence',
+    title: `Geographic Convergence (${alert.types.length} types)`,
+    description: `${typeDescriptions} in ${locationName} - ${alert.totalEvents} events/24h`,
+    confidence: alert.score / 100,
+    timestamp: new Date(),
+    data: {
+      newsVelocity: alert.totalEvents,
+      relatedTopics: alert.types,
+    },
+  };
+}
+
+export function detectConvergence(): GeoConvergenceAlert[] {
+  return detectGeoConvergence(new Set());
+}
+
+export function clearCells(): void {
+  cells.clear();
+}
+
+export function getCellCount(): number {
+  return cells.size;
+}
+
+export function debugInjectTestEvents(): void {
+  const now = new Date();
+  const testLat = 25.5;
+  const testLon = 121.5;
+  ingestGeoEvent(testLat, testLon, 'protest', now);
+  ingestGeoEvent(testLat, testLon, 'military_flight', now);
+  ingestGeoEvent(testLat, testLon, 'military_vessel', now);
+  ingestGeoEvent(testLat + 0.3, testLon + 0.2, 'earthquake', now);
+  console.log('[GeoConvergence] Injected 4 test events at Taiwan Strait region');
+}
+
+export function debugGetCells(): Map<string, unknown> {
+  return new Map(cells);
+}
+
+export function getAlertsNearLocation(lat: number, lon: number, radiusKm: number): { score: number; types: number } | null {
+  pruneOldEvents();
+
+  let maxScore = 0;
+  let maxTypes = 0;
+
+  for (const cell of cells.values()) {
+    const dist = haversineKm(lat, lon, cell.lat, cell.lon);
+    if (dist <= radiusKm && cell.events.size >= 2) {
+      const types = cell.events.size;
+      const totalEvents = Array.from(cell.events.values()).reduce((sum, d) => sum + d.count, 0);
+      const typeScore = types * 25;
+      const countBoost = Math.min(25, totalEvents * 2);
+      const score = Math.min(100, typeScore + countBoost);
+
+      if (score > maxScore) {
+        maxScore = score;
+        maxTypes = types;
+      }
+    }
+  }
+
+  return maxScore > 0 ? { score: maxScore, types: maxTypes } : null;
+}
diff --git a/src/services/geo-hub-index.ts b/src/services/geo-hub-index.ts
new file mode 100644
index 000000000..80c1d75e1
--- /dev/null
+++ b/src/services/geo-hub-index.ts
@@ -0,0 +1,167 @@
+// Geopolitical Hub Index - aggregates news by strategic locations
+
+export interface GeoHubLocation {
+  id: string;
+  name: string;
+  region: string;
+  country: string;
+  lat: number;
+  lon: number;
+  type: 'capital' | 'conflict' | 'strategic' | 'organization';
+  tier: 'critical' | 'major' | 'notable';
+  keywords: string[];
+}
+
+interface GeoHubIndex {
+  hubs: Map<string, GeoHubLocation>;
+  byKeyword: Map<string, string[]>;
+}
+
+let cachedIndex: GeoHubIndex | null = null;
+
+// Strategic geopolitical locations
+const GEO_HUBS: GeoHubLocation[] = [
+  // Critical Capitals
+  { id: 'washington', name: 'Washington DC', region: 'North America', country: 'USA', lat: 38.9072, lon: -77.0369, type: 'capital', tier: 'critical', keywords: ['washington', 'white house', 'pentagon', 'state department', 'congress', 'capitol hill', 'biden', 'trump'] },
+  { id: 'moscow', name: 'Moscow', region: 'Europe', country: 'Russia', lat: 55.7558, lon: 37.6173, type: 'capital', tier: 'critical', keywords: ['moscow', 'kremlin', 'putin', 'russia', 'russian'] },
+  { id: 'beijing', name: 'Beijing', region: 'Asia', country: 'China', lat: 39.9042, lon: 116.4074, type: 'capital', tier: 'critical', keywords: ['beijing', 'xi jinping', 'china', 'chinese', 'ccp', 'prc'] },
+  { id: 'brussels', name: 'Brussels', region: 'Europe', country: 'Belgium', lat: 50.8503, lon: 4.3517, type: 'capital', tier: 'critical', keywords: ['brussels', 'eu', 'european union', 'nato', 'european commission'] },
+  { id: 'london', name: 'London', region: 'Europe', country: 'UK', lat: 51.5074, lon: -0.1278, type: 'capital', tier: 'critical', keywords: ['london', 'uk', 'britain', 'british', 'downing street', 'parliament'] },
+
+  // Major Capitals
+  { id: 'jerusalem', name: 'Jerusalem', region: 'Middle East', country: 'Israel', lat: 31.7683, lon: 35.2137, type: 'capital', tier: 'major', keywords: ['jerusalem', 'israel', 'israeli', 'knesset', 'netanyahu'] },
+  { id: 'telaviv', name: 'Tel Aviv', region: 'Middle East', country: 'Israel', lat: 32.0853, lon: 34.7818, type: 'capital', tier: 'major', keywords: ['tel aviv', 'idf', 'mossad'] },
+  { id: 'tehran', name: 'Tehran', region: 'Middle East', country: 'Iran', lat: 35.6892, lon: 51.3890, type: 'capital', tier: 'major', keywords: ['tehran', 'iran', 'iranian', 'khamenei', 'irgc', 'ayatollah'] },
+  { id: 'kyiv', name: 'Kyiv', region: 'Europe', country: 'Ukraine', lat: 50.4501, lon: 30.5234, type: 'capital', tier: 'major', keywords: ['kyiv', 'kiev', 'ukraine', 'ukrainian', 'zelensky', 'zelenskyy'] },
+  { id: 'taipei', name: 'Taipei', region: 'Asia', country: 'Taiwan', lat: 25.0330, lon: 121.5654, type: 'capital', tier: 'major', keywords: ['taipei', 'taiwan', 'taiwanese', 'tsmc'] },
+  { id: 'tokyo', name: 'Tokyo', region: 'Asia', country: 'Japan', lat: 35.6762, lon: 139.6503, type: 'capital', tier: 'major', keywords: ['tokyo', 'japan', 'japanese'] },
+  { id: 'seoul', name: 'Seoul', region: 'Asia', country: 'South Korea', lat: 37.5665, lon: 126.9780, type: 'capital', tier: 'major', keywords: ['seoul', 'south korea', 'korean'] },
+  { id: 'pyongyang', name: 'Pyongyang', region: 'Asia', country: 'North Korea', lat: 39.0392, lon: 125.7625, type: 'capital', tier: 'major', keywords: ['pyongyang', 'north korea', 'dprk', 'kim jong un'] },
+  { id: 'newdelhi', name: 'New Delhi', region: 'Asia', country: 'India', lat: 28.6139, lon: 77.2090, type: 'capital', tier: 'major', keywords: ['new delhi', 'delhi', 'india', 'indian', 'modi'] },
+  { id: 'riyadh', name: 'Riyadh', region: 'Middle East', country: 'Saudi Arabia', lat: 24.7136, lon: 46.6753, type: 'capital', tier: 'major', keywords: ['riyadh', 'saudi', 'saudi arabia', 'mbs', 'mohammed bin salman'] },
+  { id: 'ankara', name: 'Ankara', region: 'Middle East', country: 'Turkey', lat: 39.9334, lon: 32.8597, type: 'capital', tier: 'major', keywords: ['ankara', 'turkey', 'turkish', 'erdogan'] },
+  { id: 'paris', name: 'Paris', region: 'Europe', country: 'France', lat: 48.8566, lon: 2.3522, type: 'capital', tier: 'major', keywords: ['paris', 'france', 'french', 'macron', 'elysee'] },
+  { id: 'berlin', name: 'Berlin', region: 'Europe', country: 'Germany', lat: 52.5200, lon: 13.4050, type: 'capital', tier: 'major', keywords: ['berlin', 'germany', 'german', 'scholz', 'bundestag'] },
+  { id: 'cairo', name: 'Cairo', region: 'Middle East', country: 'Egypt', lat: 30.0444, lon: 31.2357, type: 'capital', tier: 'major', keywords: ['cairo', 'egypt', 'egyptian', 'sisi'] },
+  { id: 'islamabad', name: 'Islamabad', region: 'Asia', country: 'Pakistan', lat: 33.6844, lon: 73.0479, type: 'capital', tier: 'major', keywords: ['islamabad', 'pakistan', 'pakistani'] },
+
+  // Conflict Zones
+  { id: 'gaza', name: 'Gaza', region: 'Middle East', country: 'Palestine', lat: 31.5, lon: 34.47, type: 'conflict', tier: 'critical', keywords: ['gaza', 'hamas', 'palestinian', 'rafah', 'khan younis', 'gaza strip'] },
+  { id: 'westbank', name: 'West Bank', region: 'Middle East', country: 'Palestine', lat: 31.9, lon: 35.2, type: 'conflict', tier: 'major', keywords: ['west bank', 'ramallah', 'jenin', 'nablus', 'hebron'] },
+  { id: 'ukraine-front', name: 'Ukraine Front', region: 'Europe', country: 'Ukraine', lat: 48.5, lon: 37.5, type: 'conflict', tier: 'critical', keywords: ['donbas', 'donbass', 'donetsk', 'luhansk', 'kharkiv', 'bakhmut', 'avdiivka', 'zaporizhzhia', 'kherson', 'crimea'] },
+  { id: 'taiwan-strait', name: 'Taiwan Strait', region: 'Asia', country: 'International', lat: 24.5, lon: 119.5, type: 'conflict', tier: 'critical', keywords: ['taiwan strait', 'formosa', 'pla', 'chinese military'] },
+  { id: 'southchinasea', name: 'South China Sea', region: 'Asia', country: 'International', lat: 12.0, lon: 114.0, type: 'strategic', tier: 'critical', keywords: ['south china sea', 'spratlys', 'paracels', 'nine-dash line', 'scarborough'] },
+  { id: 'yemen', name: 'Yemen', region: 'Middle East', country: 'Yemen', lat: 15.5527, lon: 48.5164, type: 'conflict', tier: 'major', keywords: ['yemen', 'houthi', 'houthis', 'sanaa', 'aden'] },
+  { id: 'syria', name: 'Syria', region: 'Middle East', country: 'Syria', lat: 34.8, lon: 39.0, type: 'conflict', tier: 'major', keywords: ['syria', 'syrian', 'assad', 'damascus', 'idlib', 'aleppo'] },
+  { id: 'lebanon', name: 'Lebanon', region: 'Middle East', country: 'Lebanon', lat: 33.8547, lon: 35.8623, type: 'conflict', tier: 'major', keywords: ['lebanon', 'lebanese', 'hezbollah', 'beirut'] },
+  { id: 'sudan', name: 'Sudan', region: 'Africa', country: 'Sudan', lat: 15.5007, lon: 32.5599, type: 'conflict', tier: 'major', keywords: ['sudan', 'sudanese', 'khartoum', 'rsf', 'darfur'] },
+  { id: 'sahel', name: 'Sahel', region: 'Africa', country: 'International', lat: 15.0, lon: 0.0, type: 'conflict', tier: 'major', keywords: ['sahel', 'mali', 'niger', 'burkina faso', 'wagner', 'junta'] },
+  { id: 'ethiopia', name: 'Ethiopia', region: 'Africa', country: 'Ethiopia', lat: 9.1450, lon: 40.4897, type: 'conflict', tier: 'notable', keywords: ['ethiopia', 'ethiopian', 'tigray', 'addis ababa', 'abiy ahmed'] },
+  { id: 'myanmar', name: 'Myanmar', region: 'Asia', country: 'Myanmar', lat: 19.7633, lon: 96.0785, type: 'conflict', tier: 'notable', keywords: ['myanmar', 'burma', 'rohingya', 'junta', 'naypyidaw'] },
+
+  // Strategic Chokepoints & Regions
+  { id: 'hormuz', name: 'Strait of Hormuz', region: 'Middle East', country: 'International', lat: 26.5, lon: 56.5, type: 'strategic', tier: 'critical', keywords: ['hormuz', 'strait of hormuz', 'persian gulf', 'gulf'] },
+  { id: 'redsea', name: 'Red Sea', region: 'Middle East', country: 'International', lat: 20.0, lon: 38.0, type: 'strategic', tier: 'critical', keywords: ['red sea', 'bab el-mandeb', 'bab al-mandab'] },
+  { id: 'suez', name: 'Suez Canal', region: 'Middle East', country: 'Egypt', lat: 30.5, lon: 32.3, type: 'strategic', tier: 'critical', keywords: ['suez', 'suez canal'] },
+  { id: 'baltic', name: 'Baltic Sea', region: 'Europe', country: 'International', lat: 58.0, lon: 20.0, type: 'strategic', tier: 'major', keywords: ['baltic', 'baltic sea', 'kaliningrad', 'gotland'] },
+  { id: 'arctic', name: 'Arctic', region: 'Arctic', country: 'International', lat: 75.0, lon: 0.0, type: 'strategic', tier: 'major', keywords: ['arctic', 'northern sea route', 'svalbard'] },
+  { id: 'blacksea', name: 'Black Sea', region: 'Europe', country: 'International', lat: 43.0, lon: 35.0, type: 'strategic', tier: 'major', keywords: ['black sea', 'bosphorus', 'sevastopol', 'odesa', 'odessa'] },
+
+  // International Organizations (treat as "hubs")
+  { id: 'un-nyc', name: 'United Nations', region: 'North America', country: 'USA', lat: 40.7489, lon: -73.9680, type: 'organization', tier: 'critical', keywords: ['united nations', 'un', 'security council', 'general assembly', 'unsc'] },
+  { id: 'nato-hq', name: 'NATO HQ', region: 'Europe', country: 'Belgium', lat: 50.8796, lon: 4.4284, type: 'organization', tier: 'critical', keywords: ['nato', 'north atlantic', 'alliance', 'stoltenberg'] },
+  { id: 'iaea-vienna', name: 'IAEA', region: 'Europe', country: 'Austria', lat: 48.2352, lon: 16.4156, type: 'organization', tier: 'major', keywords: ['iaea', 'atomic energy', 'nuclear watchdog', 'grossi'] },
+];
+
+function buildGeoHubIndex(): GeoHubIndex {
+  if (cachedIndex) return cachedIndex;
+
+  const hubs = new Map<string, GeoHubLocation>();
+  const byKeyword = new Map<string, string[]>();
+
+  const addKeyword = (keyword: string, hubId: string) => {
+    const lower = keyword.toLowerCase();
+    const existing = byKeyword.get(lower) || [];
+    if (!existing.includes(hubId)) {
+      existing.push(hubId);
+      byKeyword.set(lower, existing);
+    }
+  };
+
+  for (const hub of GEO_HUBS) {
+    hubs.set(hub.id, hub);
+    for (const kw of hub.keywords) {
+      addKeyword(kw, hub.id);
+    }
+  }
+
+  cachedIndex = { hubs, byKeyword };
+  return cachedIndex;
+}
+
+export interface GeoHubMatch {
+  hubId: string;
+  hub: GeoHubLocation;
+  confidence: number;
+  matchedKeyword: string;
+}
+
+export function inferGeoHubsFromTitle(title: string): GeoHubMatch[] {
+  const index = buildGeoHubIndex();
+  const matches: GeoHubMatch[] = [];
+  const titleLower = title.toLowerCase();
+  const seenHubs = new Set<string>();
+
+  for (const [keyword, hubIds] of index.byKeyword) {
+    if (keyword.length < 2) continue;
+
+    // Word boundary check for short keywords to avoid false positives
+    const regex = keyword.length < 5
+      ? new RegExp(`\\b${keyword}\\b`, 'i')
+      : null;
+
+    const found = regex
+      ? regex.test(titleLower)
+      : titleLower.includes(keyword);
+
+    if (found) {
+      for (const hubId of hubIds) {
+        if (seenHubs.has(hubId)) continue;
+        seenHubs.add(hubId);
+
+        const hub = index.hubs.get(hubId);
+        if (!hub) continue;
+
+        let confidence = 0.5;
+        if (keyword.length >= 10) confidence = 0.9;
+        else if (keyword.length >= 6) confidence = 0.75;
+        else if (keyword.length >= 4) confidence = 0.6;
+
+        // Boost for conflict/strategic zones (more newsworthy)
+        if (hub.type === 'conflict' || hub.type === 'strategic') {
+          confidence = Math.min(1, confidence + 0.1);
+        }
+
+        // Boost for critical tier
+        if (hub.tier === 'critical') {
+          confidence = Math.min(1, confidence + 0.1);
+        }
+
+        matches.push({ hubId, hub, confidence, matchedKeyword: keyword });
+      }
+    }
+  }
+
+  matches.sort((a, b) => b.confidence - a.confidence);
+  return matches;
+}
+
+export function getGeoHubById(hubId: string): GeoHubLocation | undefined {
+  const index = buildGeoHubIndex();
+  return index.hubs.get(hubId);
+}
+
+export function getAllGeoHubs(): GeoHubLocation[] {
+  const index = buildGeoHubIndex();
+  return Array.from(index.hubs.values());
+}
diff --git a/src/services/github-trending.ts b/src/services/github-trending.ts
new file mode 100644
index 000000000..3499f62ee
--- /dev/null
+++ b/src/services/github-trending.ts
@@ -0,0 +1,88 @@
+import { API_URLS } from '@/config';
+import { createCircuitBreaker } from '@/utils';
+
+export interface GitHubRepo {
+  author: string;
+  name: string;
+  url: string;
+  description: string;
+  language: string;
+  languageColor?: string;
+  stars: number;
+  forks: number;
+  currentPeriodStars: number;
+  builtBy?: Array<{
+    username: string;
+    href: string;
+    avatar: string;
+  }>;
+}
+
+const breaker = createCircuitBreaker<GitHubRepo[]>({ name: 'GitHub Trending' });
+
+export async function fetchGitHubTrending(
+  language: string = 'python',
+  since: string = 'daily'
+): Promise<GitHubRepo[]> {
+  return breaker.execute(async () => {
+    const response = await fetch(API_URLS.githubTrending(language, since));
+    if (!response.ok) throw new Error(`HTTP ${response.status}`);
+
+    const data = await response.json();
+
+    // The API returns different structures depending on the endpoint
+    // Normalize the response
+    if (Array.isArray(data)) {
+      return data.map((repo: any) => ({
+        author: repo.author || repo.owner?.login || '',
+        name: repo.name || '',
+        url: repo.url || repo.html_url || `https://github.com/${repo.author}/${repo.name}`,
+        description: repo.description || '',
+        language: repo.language || language,
+        languageColor: repo.languageColor || repo.language_color,
+        stars: repo.stars || repo.stargazers_count || 0,
+        forks: repo.forks || repo.forks_count || 0,
+        currentPeriodStars: repo.currentPeriodStars || repo.stars_diff || 0,
+        builtBy: repo.builtBy || [],
+      }));
+    }
+
+    return [];
+  }, []);
+}
+
+// Fetch trending repos for multiple AI/ML languages
+export async function fetchAIMLTrending(): Promise<GitHubRepo[]> {
+  const languages = ['python', 'jupyter-notebook', 'typescript', 'javascript'];
+
+  const results = await Promise.allSettled(
+    languages.map(lang => fetchGitHubTrending(lang, 'daily'))
+  );
+
+  const allRepos: GitHubRepo[] = [];
+  results.forEach((result) => {
+    if (result.status === 'fulfilled') {
+      allRepos.push(...result.value);
+    }
+  });
+
+  // Filter for AI/ML related repos based on description and name
+  const aiKeywords = [
+    'ai', 'ml', 'machine learning', 'deep learning', 'neural', 'llm',
+    'gpt', 'transformer', 'model', 'pytorch', 'tensorflow', 'diffusion',
+    'stable diffusion', 'chatgpt', 'claude', 'anthropic', 'openai',
+    'langchain', 'embeddings', 'vector', 'rag', 'agent'
+  ];
+
+  const aiRepos = allRepos.filter(repo => {
+    const searchText = `${repo.name} ${repo.description}`.toLowerCase();
+    return aiKeywords.some(keyword => searchText.includes(keyword));
+  });
+
+  // Sort by current period stars
+  return aiRepos.sort((a, b) => b.currentPeriodStars - a.currentPeriodStars).slice(0, 30);
+}
+
+export function getGitHubTrendingStatus(): string {
+  return breaker.getStatus();
+}
diff --git a/src/services/hackernews.ts b/src/services/hackernews.ts
new file mode 100644
index 000000000..023af79fe
--- /dev/null
+++ b/src/services/hackernews.ts
@@ -0,0 +1,84 @@
+import { API_URLS } from '@/config';
+import { createCircuitBreaker } from '@/utils';
+
+export interface HackerNewsStory {
+  id: number;
+  title: string;
+  url?: string;
+  text?: string;
+  by: string;
+  score: number;
+  time: Date;
+  descendants: number; // comment count
+  type: 'story' | 'job' | 'poll' | 'comment';
+}
+
+interface HNApiResponse {
+  type: string;
+  stories: any[];
+  total: number;
+  timestamp: string;
+}
+
+const breaker = createCircuitBreaker<HackerNewsStory[]>({ name: 'Hacker News' });
+
+export async function fetchHackerNews(
+  type: string = 'top',
+  limit: number = 30
+): Promise<HackerNewsStory[]> {
+  return breaker.execute(async () => {
+    const response = await fetch(API_URLS.hackernews(type, limit));
+    if (!response.ok) throw new Error(`HTTP ${response.status}`);
+
+    const data: HNApiResponse = await response.json();
+
+    return data.stories.map((story: any) => ({
+      id: story.id || 0,
+      title: story.title || '',
+      url: story.url,
+      text: story.text,
+      by: story.by || 'unknown',
+      score: story.score || 0,
+      time: new Date((story.time || 0) * 1000), // HN uses Unix timestamps
+      descendants: story.descendants || 0,
+      type: story.type || 'story',
+    }));
+  }, []);
+}
+
+// Fetch top tech/AI stories from HN
+export async function fetchTopTechStories(): Promise<HackerNewsStory[]> {
+  const stories = await fetchHackerNews('top', 50);
+
+  // Filter for tech/AI related stories
+  const techKeywords = [
+    'ai', 'ml', 'llm', 'gpt', 'claude', 'openai', 'anthropic', 'google',
+    'microsoft', 'meta', 'apple', 'nvidia', 'chip', 'gpu', 'model',
+    'algorithm', 'data', 'cloud', 'aws', 'azure', 'serverless',
+    'startup', 'vc', 'funding', 'acquisition', 'ipo', 'tech', 'software',
+    'programming', 'code', 'github', 'open source', 'cybersecurity',
+    'blockchain', 'crypto', 'web3', 'developer', 'api', 'framework'
+  ];
+
+  const techStories = stories.filter(story => {
+    const searchText = `${story.title} ${story.text || ''}`.toLowerCase();
+    return techKeywords.some(keyword => searchText.includes(keyword));
+  });
+
+  return techStories.slice(0, 30);
+}
+
+// Fetch Show HN and Ask HN stories
+export async function fetchShowHN(): Promise<HackerNewsStory[]> {
+  const stories = await fetchHackerNews('top', 100);
+  return stories.filter(s => s.title.toLowerCase().startsWith('show hn')).slice(0, 20);
+}
+
+export async function fetchAskHN(): Promise<HackerNewsStory[]> {
+  const stories = await fetchHackerNews('top', 100);
+  return stories.filter(s => s.title.toLowerCase().startsWith('ask hn')).slice(0, 20);
+}
+
+export function getHackerNewsStatus(): string {
+  return breaker.getStatus();
+}
diff --git a/src/services/hapi.ts b/src/services/hapi.ts
new file mode 100644
index 000000000..a54560917
--- /dev/null
+++ b/src/services/hapi.ts
@@ -0,0 +1,47 @@
+import { createCircuitBreaker } from '@/utils';
+
+export interface HapiConflictSummary {
+  iso3: string;
+  locationName: string;
+  month: string;
+  eventsTotal: number;
+  eventsPoliticalViolence: number;
+  eventsCivilianTargeting: number;
+  eventsDemonstrations: number;
+  fatalitiesTotalPoliticalViolence: number;
+  fatalitiesTotalCivilianTargeting: number;
+}
+
+// ISO3 → ISO2 mapping for tier-1 countries
+const ISO3_TO_ISO2: Record<string, string> = {
+  USA: 'US', RUS: 'RU', CHN: 'CN', UKR: 'UA', IRN: 'IR',
+  ISR: 'IL', TWN: 'TW', PRK: 'KP', SAU: 'SA', TUR: 'TR',
+  POL: 'PL', DEU: 'DE', FRA: 'FR', GBR: 'GB', IND: 'IN',
+  PAK: 'PK', SYR: 'SY', YEM: 'YE', MMR: 'MM', VEN: 'VE',
+};
+
+const hapiBreaker = createCircuitBreaker<Map<string, HapiConflictSummary>>({ name: 'HDX HAPI' });
+
+export async function fetchHapiSummary(): Promise<Map<string, HapiConflictSummary>> {
+  return hapiBreaker.execute(async () => {
+    const response = await fetch('/api/hapi', {
+      headers: { Accept: 'application/json' },
+    });
+
+    if (!response.ok) throw new Error(`HTTP ${response.status}`);
+
+    const result = await response.json();
+    const countries: HapiConflictSummary[] = result.countries || [];
+
+    const byCode = new Map<string, HapiConflictSummary>();
+
+    for (const c of countries) {
+      const iso2 = ISO3_TO_ISO2[c.iso3];
+      if (!iso2) continue;
+      byCode.set(iso2, c);
+    }
+
+    console.log(`[HAPI] ${byCode.size} country summaries loaded`);
+    return byCode;
+  }, new Map());
+}
diff --git a/src/services/hotspot-escalation.ts b/src/services/hotspot-escalation.ts
new file mode 100644
index 000000000..bdea676d3
--- /dev/null
+++ b/src/services/hotspot-escalation.ts
@@ -0,0 +1,348 @@
+import type { Hotspot, EscalationTrend, MilitaryFlight, MilitaryVessel } from '@/types';
+import { INTEL_HOTSPOTS } from '@/config/geo';
+
+export interface DynamicEscalationScore {
+  hotspotId: string;
+  staticBaseline: number;
+  dynamicScore: number;
+  combinedScore: number;
+  trend: EscalationTrend;
+  components: {
+    newsActivity: number;
+    ciiContribution: number;
+    geoConvergence: number;
+    militaryActivity: number;
+  };
+  history: Array<{ timestamp: number; score: number }>;
+  lastUpdated: Date;
+}
+
+interface EscalationInputs {
+  newsMatches: number;
+  hasBreaking: boolean;
+  newsVelocity: number;
+  ciiScore: number | null;
+  geoAlertScore: number;
+  geoAlertTypes: number;
+  flightsNearby: number;
+  vesselsNearby: number;
+}
+
+const HOTSPOT_COUNTRY_MAP: Record<string, string | string[] | null> = {
+  tehran: 'IR',
+  moscow: 'RU',
+  beijing: 'CN',
+  kyiv: 'UA',
+  taipei: 'TW',
+  telaviv: 'IL',
+  pyongyang: 'KP',
+  sanaa: 'YE',
+  sahel: ['ML', 'NE', 'BF'],
+  haiti: 'HT',
+  horn_africa: ['ET', 'SO', 'SD'],
+  silicon_valley: 'US',
+  wall_street: 'US',
+  houston: 'US',
+  dc: 'US',
+  cairo: 'EG',
+  doha: 'QA',
+  beirut: 'LB',
+  riyadh: 'SA',
+  ankara: 'TR',
+  damascus: 'SY',
+  caracas: 'VE',
+};
+
+const COMPONENT_WEIGHTS = {
+  news: 0.35,
+  cii: 0.25,
+  geo: 0.25,
+  military: 0.15,
+};
+
+const scores = new Map<string, DynamicEscalationScore>();
+const lastSignalTime = new Map<string, number>();
+const SIGNAL_COOLDOWN_MS = 2 * 60 * 60 * 1000;
+const HISTORY_WINDOW_MS = 24 * 60 * 60 * 1000;
+const MAX_HISTORY_POINTS = 48;
+
+let ciiGetter: ((code: string) => number | null) | null = null;
+let geoAlertGetter: ((lat: number, lon: number, radiusKm: number) => { score: number; types: number } | null) | null = null;
+
+export function setCIIGetter(fn: (code: string) => number | null): void {
+  ciiGetter = fn;
+}
+
+export function setGeoAlertGetter(fn: (lat: number, lon: number, radiusKm: number) => { score: number; types: number } | null): void {
+  geoAlertGetter = fn;
+}
+
+function getStaticBaseline(hotspot: Hotspot): number {
+  return hotspot.escalationScore ?? 3;
+}
+
+function getCIIForHotspot(hotspotId: string): number | null {
+  if (!ciiGetter) return null;
+
+  const mapping = HOTSPOT_COUNTRY_MAP[hotspotId];
+  if (!mapping) return null;
+
+  if (Array.isArray(mapping)) {
+    const scores = mapping.map(code => ciiGetter!(code)).filter((s): s is number => s !== null);
+    return scores.length > 0 ? Math.max(...scores) : null;
+  }
+
+  return ciiGetter(mapping);
+}
+
+function getGeoAlertForHotspot(hotspot: Hotspot): { score: number; types: number } | null {
+  if (!geoAlertGetter) return null;
+  return geoAlertGetter(hotspot.lat, hotspot.lon, 150);
+}
+
+function normalizeNewsActivity(matches: number, hasBreaking: boolean, velocity: number): number {
+  return Math.min(100, matches * 15 + (hasBreaking ? 30 : 0) + velocity * 5);
+}
+
+function normalizeCII(score: number | null): number {
+  return score ?? 30;
+}
+
+function normalizeGeo(alertScore: number, alertTypes: number): number {
+  if (alertScore === 0) return 0;
+  return Math.min(100, alertScore + alertTypes * 10);
+}
+
+function normalizeMilitary(flights: number, vessels: number): number {
+  return Math.min(100, flights * 10 + vessels * 15);
+}
+
+function calculateDynamicRaw(components: DynamicEscalationScore['components']): number {
+  return (
+    components.newsActivity * COMPONENT_WEIGHTS.news +
+    components.ciiContribution * COMPONENT_WEIGHTS.cii +
+    components.geoConvergence * COMPONENT_WEIGHTS.geo +
+    components.militaryActivity * COMPONENT_WEIGHTS.military
+  );
+}
+
+function rawToScore(raw: number): number {
+  return 1 + (raw / 100) * 4;
+}
+
+function blendScores(staticBaseline: number, dynamicScore: number): number {
+  return staticBaseline * 0.3 + dynamicScore * 0.7;
+}
+
+function pruneHistory(history: Array<{ timestamp: number; score: number }>): Array<{ timestamp: number; score: number }> {
+  const cutoff = Date.now() - HISTORY_WINDOW_MS;
+  const pruned = history.filter(h => h.timestamp >= cutoff);
+  if (pruned.length > MAX_HISTORY_POINTS) {
+    return pruned.slice(-MAX_HISTORY_POINTS);
+  }
+  return pruned;
+}
+
+function detectTrend(history: Array<{ timestamp: number; score: number }>): EscalationTrend {
+  if (history.length < 3) return 'stable';
+
+  let sumX = 0, sumY = 0, sumXY = 0, sumX2 = 0;
+  let validCount = 0;
+
+  for (let i = 0; i < history.length; i++) {
+    const entry = history[i];
+    if (!entry) continue;
+    sumX += validCount;
+    sumY += entry.score;
+    sumXY += validCount * entry.score;
+    sumX2 += validCount * validCount;
+    validCount++;
+  }
+
+  if (validCount < 3) return 'stable';
+
+  const denominator = validCount * sumX2 - sumX * sumX;
+  if (denominator === 0) return 'stable';
+
+  const slope = (validCount * sumXY - sumX * sumY) / denominator;
+
+  if (slope > 0.1) return 'escalating';
+  if (slope < -0.1) return 'de-escalating';
+  return 'stable';
+}
+
+export function calculateDynamicScore(
+  hotspotId: string,
+  inputs: EscalationInputs
+): DynamicEscalationScore {
+  const hotspot = INTEL_HOTSPOTS.find(h => h.id === hotspotId);
+  if (!hotspot) {
+    throw new Error(`Hotspot not found: ${hotspotId}`);
+  }
+
+  const staticBaseline = getStaticBaseline(hotspot);
+  const existing = scores.get(hotspotId);
+  const now = Date.now();
+
+  const components = {
+    newsActivity: normalizeNewsActivity(inputs.newsMatches, inputs.hasBreaking, inputs.newsVelocity),
+    ciiContribution: normalizeCII(inputs.ciiScore),
+    geoConvergence: normalizeGeo(inputs.geoAlertScore, inputs.geoAlertTypes),
+    militaryActivity: normalizeMilitary(inputs.flightsNearby, inputs.vesselsNearby),
+  };
+
+  const dynamicRaw = calculateDynamicRaw(components);
+  const dynamicScore = rawToScore(dynamicRaw);
+  const combinedScore = blendScores(staticBaseline, dynamicScore);
+
+  let history = existing?.history ?? [];
+  history = pruneHistory(history);
+  history.push({ timestamp: now, score: combinedScore });
+
+  const trend = detectTrend(history);
+
+  const result: DynamicEscalationScore = {
+    hotspotId,
+    staticBaseline,
+    dynamicScore: Math.round(dynamicScore * 10) / 10,
+    combinedScore: Math.round(combinedScore * 10) / 10,
+    trend,
+    components,
+    history,
+    lastUpdated: new Date(),
+  };
+
+  scores.set(hotspotId, result);
+  return result;
+}
+
+export function getHotspotEscalation(hotspotId: string): DynamicEscalationScore | null {
+  return scores.get(hotspotId) ?? null;
+}
+
+export function getAllEscalationScores(): DynamicEscalationScore[] {
+  return Array.from(scores.values());
+}
+
+export interface EscalationSignalReason {
+  type: 'threshold_crossed' | 'rapid_increase' | 'critical_reached';
+  oldScore: number;
+  newScore: number;
+  threshold?: number;
+}
+
+export function shouldEmitSignal(hotspotId: string, oldScore: number | null, newScore: number): EscalationSignalReason | null {
+  const lastSignal = lastSignalTime.get(hotspotId) ?? 0;
+  if (Date.now() - lastSignal < SIGNAL_COOLDOWN_MS) return null;
+
+  if (oldScore === null) return null;
+
+  const oldInt = Math.floor(oldScore);
+  const newInt = Math.floor(newScore);
+  if (newInt > oldInt && newScore >= 2) {
+    return { type: 'threshold_crossed', oldScore, newScore, threshold: newInt };
+  }
+
+  if (newScore - oldScore >= 0.5) {
+    return { type: 'rapid_increase', oldScore, newScore };
+  }
+
+  if (newScore >= 4.5 && oldScore < 4.5) {
+    return { type: 'critical_reached', oldScore, newScore };
+  }
+
+  return null;
+}
+
+export function markSignalEmitted(hotspotId: string): void {
+  lastSignalTime.set(hotspotId, Date.now());
+}
+
+function haversineKm(lat1: number, lon1: number, lat2: number, lon2: number): number {
+  const R = 6371;
+  const dLat = ((lat2 - lat1) * Math.PI) / 180;
+  const dLon = ((lon2 - lon1) * Math.PI) / 180;
+  const a = Math.sin(dLat / 2) ** 2 + Math.cos(lat1 * Math.PI / 180) * Math.cos(lat2 * Math.PI / 180) * Math.sin(dLon / 2) ** 2;
+  return R * 2 * Math.atan2(Math.sqrt(a), Math.sqrt(1 - a));
+}
+
+export function countMilitaryNearHotspot(
+  hotspot: Hotspot,
+  flights: MilitaryFlight[],
+  vessels: MilitaryVessel[],
+  radiusKm: number = 200
+): { flights: number; vessels: number } {
+  let flightCount = 0;
+  let vesselCount = 0;
+
+  for (const f of flights) {
+    if (haversineKm(hotspot.lat, hotspot.lon, f.lat, f.lon) <= radiusKm) {
+      flightCount++;
+    }
+  }
+
+  for (const v of vessels) {
+    if (haversineKm(hotspot.lat, hotspot.lon, v.lat, v.lon) <= radiusKm) {
+      vesselCount++;
+    }
+  }
+
+  return { flights: flightCount, vessels: vesselCount };
+}
+
+let militaryData: { flights: MilitaryFlight[]; vessels: MilitaryVessel[] } = { flights: [], vessels: [] };
+
+export function setMilitaryData(flights: MilitaryFlight[], vessels: MilitaryVessel[]): void {
+  militaryData = { flights, vessels };
+}
+
+export function updateHotspotEscalation(
+  hotspotId: string,
+  newsMatches: number,
+  hasBreaking: boolean,
+  newsVelocity: number
+): DynamicEscalationScore | null {
+  const hotspot = INTEL_HOTSPOTS.find(h => h.id === hotspotId);
+  if (!hotspot) return null;
+
+  const ciiScore = getCIIForHotspot(hotspotId);
+  const geoAlert = getGeoAlertForHotspot(hotspot);
+  const military = countMilitaryNearHotspot(hotspot, militaryData.flights, militaryData.vessels);
+
+  const inputs: EscalationInputs = {
+    newsMatches,
+    hasBreaking,
+    newsVelocity,
+    ciiScore,
+    geoAlertScore: geoAlert?.score ?? 0,
+    geoAlertTypes: geoAlert?.types ?? 0,
+    flightsNearby: military.flights,
+    vesselsNearby: military.vessels,
+  };
+
+  return calculateDynamicScore(hotspotId, inputs);
+}
+
+export function getEscalationChange24h(hotspotId: string): { change: number; start: number; end: number } | null {
+  const score = scores.get(hotspotId);
+  if (!score || score.history.length < 2) return null;
+
+  const now = Date.now();
+  const h24Ago = now - HISTORY_WINDOW_MS;
+
+  const oldestInWindow = score.history.find(h => h.timestamp >= h24Ago);
+  const newest = score.history[score.history.length - 1];
+
+  if (!oldestInWindow || !newest) return null;
+
+  return {
+    change: Math.round((newest.score - oldestInWindow.score) * 10) / 10,
+    start: Math.round(oldestInWindow.score * 10) / 10,
+    end: Math.round(newest.score * 10) / 10,
+  };
+}
+
+export function clearEscalationData(): void {
+  scores.clear();
+  lastSignalTime.clear();
+}
diff --git a/src/services/index.ts b/src/services/index.ts
index 2ee0f9dfb..b21f54b7f 100644
--- a/src/services/index.ts
+++ b/src/services/index.ts
@@ -1,4 +1,5 @@
 export * from './rss';
+export * from './trending-keywords';
 export * from './markets';
 export * from './polymarket';
 export * from './earthquakes';
@@ -10,6 +11,23 @@ export * from './correlation';
 export * from './weather';
 export * from './fred';
 export * from './outages';
+export * from './cyber-threats';
 export * from './ais';
 export * from './cable-activity';
 export * from './protests';
+export * from './flights';
+export * from './military-flights';
+export * from './military-vessels';
+export * from './pizzint';
+export * from './eonet';
+export { analysisWorker } from './analysis-worker';
+export { activityTracker } from './activity-tracker';
+export * from './geo-convergence';
+export * from './country-instability';
+export * from './infrastructure-cascade';
+export * from './cross-module-integration';
+export * from './data-freshness';
+export * from './usa-spending';
+export * from './oil-analytics';
+export { generateSummary } from './summarization';
+export * from './cached-theater-posture';
diff --git a/src/services/infrastructure-cascade.ts b/src/services/infrastructure-cascade.ts
new file mode 100644
index 000000000..a01048794
--- /dev/null
+++ b/src/services/infrastructure-cascade.ts
@@ -0,0 +1,642 @@
+import type {
+  InfrastructureNode,
+  DependencyEdge,
+  CascadeResult,
+  CascadeAffectedNode,
+  CascadeCountryImpact,
+  CascadeImpactLevel,
+  UnderseaCable,
+  Pipeline,
+} from '@/types';
+import type { Port } from '@/config/ports';
+import { UNDERSEA_CABLES, STRATEGIC_WATERWAYS } from '@/config/geo';
+import { PIPELINES } from '@/config/pipelines';
+import { PORTS } from '@/config/ports';
+
+// Country name lookup
+const COUNTRY_NAMES: Record<string, string> = {
+  US: 'United States', GB: 'United Kingdom', ES: 'Spain', FR: 'France',
+  DE: 'Germany', IT: 'Italy', PT: 'Portugal', NO: 'Norway', DK: 'Denmark',
+  NL: 'Netherlands', BE: 'Belgium', SE: 'Sweden', FI: 'Finland', IE: 'Ireland',
+  AT: 'Austria', CH: 'Switzerland', GR: 'Greece', CZ: 'Czech Republic',
+  JP: 'Japan', CN: 'China', TW: 'Taiwan', HK: 'Hong Kong', SG: 'Singapore',
+  KR: 'South Korea', AU: 'Australia', NZ: 'New Zealand', IN: 'India', PK: 'Pakistan',
+  AE: 'UAE', SA: 'Saudi Arabia', EG: 'Egypt', KW: 'Kuwait', BH: 'Bahrain',
+  OM: 'Oman', QA: 'Qatar', IR: 'Iran', IQ: 'Iraq', TR: 'Turkey', IL: 'Israel',
+  JO: 'Jordan', LB: 'Lebanon', SY: 'Syria', YE: 'Yemen',
+  NG: 'Nigeria', ZA: 'South Africa', KE: 'Kenya', TZ: 'Tanzania',
+  MZ: 'Mozambique', MG: 'Madagascar', SN: 'Senegal', GH: 'Ghana',
+  CI: 'Ivory Coast', AO: 'Angola', ET: 'Ethiopia', UG: 'Uganda',
+  BR: 'Brazil', AR: 'Argentina', CL: 'Chile',
+  PE: 'Peru', CO: 'Colombia', MX: 'Mexico', PA: 'Panama', VE: 'Venezuela',
+  IS: 'Iceland', FO: 'Faroe Islands', FJ: 'Fiji', ID: 'Indonesia',
+  VN: 'Vietnam', TH: 'Thailand', MY: 'Malaysia', PH: 'Philippines',
+  RU: 'Russia', UA: 'Ukraine', PL: 'Poland', RO: 'Romania', HU: 'Hungary',
+  CA: 'Canada', DJ: 'Djibouti', BD: 'Bangladesh', LK: 'Sri Lanka', MM: 'Myanmar',
+};
+
+export interface DependencyGraph {
+  nodes: Map<string, InfrastructureNode>;
+  edges: DependencyEdge[];
+  outgoing: Map<string, DependencyEdge[]>;
+  incoming: Map<string, DependencyEdge[]>;
+}
+
+let cachedGraph: DependencyGraph | null = null;
+
+export function clearGraphCache(): void {
+  cachedGraph = null;
+}
+
+function addCablesAsNodes(graph: DependencyGraph): void {
+  for (const cable of UNDERSEA_CABLES) {
+    const firstPoint = cable.points?.[0];
+    graph.nodes.set(`cable:${cable.id}`, {
+      id: `cable:${cable.id}`,
+      type: 'cable',
+      name: cable.name,
+      coordinates: firstPoint ? [firstPoint[0], firstPoint[1]] : undefined,
+      metadata: {
+        capacityTbps: cable.capacityTbps,
+        rfsYear: cable.rfsYear,
+        owners: cable.owners,
+        landingPoints: cable.landingPoints,
+      },
+    });
+  }
+}
+
+function addPipelinesAsNodes(graph: DependencyGraph): void {
+  for (const pipeline of PIPELINES) {
+    const firstPoint = pipeline.points?.[0];
+    graph.nodes.set(`pipeline:${pipeline.id}`, {
+      id: `pipeline:${pipeline.id}`,
+      type: 'pipeline',
+      name: pipeline.name,
+      coordinates: firstPoint ? [firstPoint[0], firstPoint[1]] : undefined,
+      metadata: {
+        type: pipeline.type,
+        status: pipeline.status,
+        capacity: pipeline.capacity,
+        operator: pipeline.operator,
+        countries: pipeline.countries,
+      },
+    });
+  }
+}
+
+function addPortsAsNodes(graph: DependencyGraph): void {
+  for (const port of PORTS) {
+    graph.nodes.set(`port:${port.id}`, {
+      id: `port:${port.id}`,
+      type: 'port',
+      name: port.name,
+      coordinates: [port.lon, port.lat],
+      metadata: {
+        country: port.country,
+        type: port.type,
+        rank: port.rank,
+      },
+    });
+  }
+}
+
+function addChokepointsAsNodes(graph: DependencyGraph): void {
+  for (const waterway of STRATEGIC_WATERWAYS) {
+    graph.nodes.set(`chokepoint:${waterway.id}`, {
+      id: `chokepoint:${waterway.id}`,
+      type: 'chokepoint',
+      name: waterway.name,
+      coordinates: [waterway.lon, waterway.lat],
+      metadata: {
+        description: waterway.description,
+      },
+    });
+  }
+}
+
+function addCountriesAsNodes(graph: DependencyGraph): void {
+  const countries = new Set<string>();
+
+  for (const cable of UNDERSEA_CABLES) {
+    cable.countriesServed?.forEach(c => countries.add(c.country));
+    cable.landingPoints?.forEach(lp => countries.add(lp.country));
+  }
+
+  for (const pipeline of PIPELINES) {
+    pipeline.countries?.forEach(c => {
+      const code = c === 'USA' ? 'US' : c === 'Canada' ? 'CA' : c;
+      countries.add(code);
+    });
+  }
+
+  for (const code of countries) {
+    graph.nodes.set(`country:${code}`, {
+      id: `country:${code}`,
+      type: 'country',
+      name: COUNTRY_NAMES[code] || code,
+      metadata: { code },
+    });
+  }
+}
+
+function addEdge(graph: DependencyGraph, edge: DependencyEdge): void {
+  graph.edges.push(edge);
+
+  if (!graph.outgoing.has(edge.from)) graph.outgoing.set(edge.from, []);
+  graph.outgoing.get(edge.from)!.push(edge);
+
+  if (!graph.incoming.has(edge.to)) graph.incoming.set(edge.to, []);
+  graph.incoming.get(edge.to)!.push(edge);
+}
+
+function buildCableCountryEdges(graph: DependencyGraph): void {
+  for (const cable of UNDERSEA_CABLES) {
+    const cableId = `cable:${cable.id}`;
+
+    cable.countriesServed?.forEach(cs => {
+      const countryId = `country:${cs.country}`;
+      addEdge(graph, {
+        from: cableId,
+        to: countryId,
+        type: 'serves',
+        strength: cs.capacityShare,
+        redundancy: cs.isRedundant ? 0.5 : 0,
+        metadata: {
+          capacityShare: cs.capacityShare,
+          estimatedImpact: cs.isRedundant ? 'Medium - redundancy available' : 'High - limited redundancy',
+        },
+      });
+    });
+
+    cable.landingPoints?.forEach(lp => {
+      const countryId = `country:${lp.country}`;
+      addEdge(graph, {
+        from: cableId,
+        to: countryId,
+        type: 'lands_at',
+        strength: 0.3,
+        redundancy: 0.5,
+      });
+    });
+  }
+}
+
+function buildPipelineCountryEdges(graph: DependencyGraph): void {
+  for (const pipeline of PIPELINES) {
+    const pipelineId = `pipeline:${pipeline.id}`;
+
+    pipeline.countries?.forEach(country => {
+      const code = country === 'USA' ? 'US' : country === 'Canada' ? 'CA' : country;
+      const countryId = `country:${code}`;
+
+      if (graph.nodes.has(countryId)) {
+        addEdge(graph, {
+          from: pipelineId,
+          to: countryId,
+          type: 'serves',
+          strength: 0.2,
+          redundancy: 0.3,
+        });
+      }
+    });
+  }
+}
+
+// Country code normalization for ports
+function normalizeCountryCode(country: string): string {
+  const mappings: Record<string, string> = {
+    'USA': 'US', 'China': 'CN', 'China (SAR)': 'CN', 'Taiwan': 'TW',
+    'South Korea': 'KR', 'Netherlands': 'NL', 'Belgium': 'BE',
+    'Malaysia': 'MY', 'Thailand': 'TH', 'Greece': 'GR',
+    'Saudi Arabia': 'SA', 'Iran': 'IR', 'Qatar': 'QA', 'Russia': 'RU',
+    'Egypt': 'EG', 'UK (Gibraltar)': 'GB', 'Djibouti': 'DJ',
+    'Yemen': 'YE', 'Panama': 'PA', 'Spain': 'ES', 'Pakistan': 'PK',
+    'Sri Lanka': 'LK', 'Japan': 'JP', 'UK': 'GB', 'France': 'FR',
+    'Brazil': 'BR', 'India': 'IN', 'Singapore': 'SG', 'Germany': 'DE',
+    'UAE': 'AE',
+  };
+  return mappings[country] || country;
+}
+
+// Port importance by type for impact calculation
+function getPortImportance(port: Port): number {
+  const typeWeight: Record<string, number> = {
+    'oil': 0.9,     // Oil disruption = major
+    'lng': 0.85,    // LNG disruption = major
+    'container': 0.7,
+    'mixed': 0.6,
+    'bulk': 0.5,
+    'naval': 0.4,   // Naval = geopolitical but less economic
+  };
+  const baseWeight = typeWeight[port.type] || 0.5;
+  // Higher rank = more important (rank 1-10 get boost)
+  const rankBoost = port.rank ? Math.max(0, (20 - port.rank) / 20) * 0.3 : 0;
+  return Math.min(1, baseWeight + rankBoost);
+}
+
+function buildPortCountryEdges(graph: DependencyGraph): void {
+  for (const port of PORTS) {
+    const portId = `port:${port.id}`;
+    const countryCode = normalizeCountryCode(port.country);
+    const countryId = `country:${countryCode}`;
+
+    // Create country node if it doesn't exist
+    if (!graph.nodes.has(countryId)) {
+      graph.nodes.set(countryId, {
+        id: countryId,
+        type: 'country',
+        name: COUNTRY_NAMES[countryCode] || port.country,
+        metadata: { code: countryCode },
+      });
+    }
+
+    const importance = getPortImportance(port);
+
+    // Port → Country edge
+    addEdge(graph, {
+      from: portId,
+      to: countryId,
+      type: 'serves',
+      strength: importance,
+      redundancy: port.rank && port.rank <= 5 ? 0.2 : 0.4, // Major ports harder to replace
+      metadata: {
+        portType: port.type,
+        estimatedImpact: importance > 0.7 ? 'Critical port for country' : 'Regional port',
+      },
+    });
+
+    // Add dependencies for countries this port serves beyond its own
+    // Strategic ports affect multiple countries
+    const affectedCountries = getAffectedCountries(port);
+    for (const affected of affectedCountries) {
+      const affectedCountryId = `country:${affected.code}`;
+      if (!graph.nodes.has(affectedCountryId)) {
+        graph.nodes.set(affectedCountryId, {
+          id: affectedCountryId,
+          type: 'country',
+          name: COUNTRY_NAMES[affected.code] || affected.code,
+          metadata: { code: affected.code },
+        });
+      }
+      addEdge(graph, {
+        from: portId,
+        to: affectedCountryId,
+        type: 'trade_route',
+        strength: affected.strength,
+        redundancy: 0.5,
+        metadata: {
+          relationship: affected.reason,
+        },
+      });
+    }
+  }
+}
+
+// Strategic ports affect countries beyond their location
+function getAffectedCountries(port: Port): { code: string; strength: number; reason: string }[] {
+  const affected: { code: string; strength: number; reason: string }[] = [];
+
+  // Suez Canal ports affect Europe-Asia trade
+  if (port.id === 'port_said' || port.id === 'suez_port') {
+    affected.push(
+      { code: 'DE', strength: 0.6, reason: 'Major EU importer via Suez' },
+      { code: 'GB', strength: 0.5, reason: 'UK-Asia trade' },
+      { code: 'NL', strength: 0.5, reason: 'Rotterdam connection' },
+      { code: 'CN', strength: 0.4, reason: 'China-EU trade route' },
+      { code: 'IT', strength: 0.4, reason: 'Mediterranean trade' },
+    );
+  }
+
+  // Strait of Hormuz ports
+  if (port.id === 'bandar_abbas' || port.id === 'fujairah' || port.id === 'ras_tanura') {
+    affected.push(
+      { code: 'JP', strength: 0.7, reason: 'Oil import dependency' },
+      { code: 'KR', strength: 0.6, reason: 'Oil import dependency' },
+      { code: 'IN', strength: 0.5, reason: 'Oil imports' },
+      { code: 'CN', strength: 0.5, reason: 'Oil imports' },
+    );
+  }
+
+  // Malacca Strait ports
+  if (port.id === 'singapore' || port.id === 'klang' || port.id === 'tanjung_pelepas') {
+    affected.push(
+      { code: 'CN', strength: 0.6, reason: 'Trade route dependency' },
+      { code: 'JP', strength: 0.5, reason: 'Trade route' },
+      { code: 'KR', strength: 0.5, reason: 'Trade route' },
+    );
+  }
+
+  // Panama Canal ports
+  if (port.id === 'colon' || port.id === 'balboa') {
+    affected.push(
+      { code: 'US', strength: 0.5, reason: 'East-West coast shipping' },
+      { code: 'CN', strength: 0.4, reason: 'Trade route to US East Coast' },
+    );
+  }
+
+  // Red Sea/Aden ports (especially relevant with Houthi disruptions)
+  if (port.id === 'aden' || port.id === 'djibouti' || port.id === 'hodeidah') {
+    affected.push(
+      { code: 'DE', strength: 0.5, reason: 'Europe-Asia shipping route' },
+      { code: 'GB', strength: 0.5, reason: 'Shipping route' },
+      { code: 'IT', strength: 0.4, reason: 'Mediterranean access' },
+      { code: 'SA', strength: 0.4, reason: 'Regional trade' },
+    );
+  }
+
+  return affected;
+}
+
+function buildChokepointEdges(graph: DependencyGraph): void {
+  // Connect chokepoints to nearby ports and countries they affect
+  for (const waterway of STRATEGIC_WATERWAYS) {
+    const chokepointId = `chokepoint:${waterway.id}`;
+
+    // Find ports near this chokepoint
+    const nearbyPorts = PORTS.filter(port => {
+      const dist = haversineDistance(waterway.lat, waterway.lon, port.lat, port.lon);
+      return dist < 500; // Within 500km
+    });
+
+    for (const port of nearbyPorts) {
+      addEdge(graph, {
+        from: chokepointId,
+        to: `port:${port.id}`,
+        type: 'controls_access',
+        strength: 0.7,
+        redundancy: 0.2,
+        metadata: {
+          relationship: 'Access controlled by chokepoint',
+        },
+      });
+    }
+
+    // Add dependent countries based on chokepoint
+    const dependentCountries = getChokepointDependentCountries(waterway.id);
+    for (const dep of dependentCountries) {
+      const countryId = `country:${dep.code}`;
+      if (!graph.nodes.has(countryId)) {
+        graph.nodes.set(countryId, {
+          id: countryId,
+          type: 'country',
+          name: COUNTRY_NAMES[dep.code] || dep.code,
+          metadata: { code: dep.code },
+        });
+      }
+      addEdge(graph, {
+        from: chokepointId,
+        to: countryId,
+        type: 'trade_dependency',
+        strength: dep.strength,
+        redundancy: dep.redundancy,
+        metadata: {
+          relationship: dep.reason,
+        },
+      });
+    }
+  }
+}
+
+function getChokepointDependentCountries(chokepointId: string): { code: string; strength: number; redundancy: number; reason: string }[] {
+  // Map using actual IDs from STRATEGIC_WATERWAYS
+  const dependencies: Record<string, { code: string; strength: number; redundancy: number; reason: string }[]> = {
+    'suez': [
+      { code: 'DE', strength: 0.6, redundancy: 0.3, reason: 'EU-Asia trade' },
+      { code: 'IT', strength: 0.5, redundancy: 0.3, reason: 'Mediterranean' },
+      { code: 'GB', strength: 0.5, redundancy: 0.4, reason: 'UK-Asia trade' },
+      { code: 'CN', strength: 0.4, redundancy: 0.5, reason: 'China-EU exports' },
+    ],
+    'hormuz_strait': [
+      { code: 'JP', strength: 0.8, redundancy: 0.2, reason: '80% oil imports' },
+      { code: 'KR', strength: 0.7, redundancy: 0.2, reason: '70% oil imports' },
+      { code: 'IN', strength: 0.6, redundancy: 0.3, reason: '60% oil imports' },
+      { code: 'CN', strength: 0.5, redundancy: 0.4, reason: '40% oil imports' },
+    ],
+    'malacca_strait': [
+      { code: 'CN', strength: 0.7, redundancy: 0.3, reason: '80% oil imports transit' },
+      { code: 'JP', strength: 0.6, redundancy: 0.3, reason: 'Trade route' },
+      { code: 'KR', strength: 0.6, redundancy: 0.3, reason: 'Trade route' },
+    ],
+    'bab_el_mandeb': [
+      { code: 'DE', strength: 0.5, redundancy: 0.4, reason: 'EU shipping' },
+      { code: 'GB', strength: 0.5, redundancy: 0.4, reason: 'UK shipping' },
+      { code: 'SA', strength: 0.4, redundancy: 0.5, reason: 'Red Sea access' },
+    ],
+    'panama': [
+      { code: 'US', strength: 0.5, redundancy: 0.4, reason: 'Inter-coast shipping' },
+      { code: 'CN', strength: 0.4, redundancy: 0.5, reason: 'US East trade' },
+    ],
+    'gibraltar': [
+      { code: 'ES', strength: 0.4, redundancy: 0.5, reason: 'Med access' },
+      { code: 'IT', strength: 0.3, redundancy: 0.5, reason: 'Atlantic trade' },
+    ],
+    'bosphorus': [
+      { code: 'RU', strength: 0.6, redundancy: 0.3, reason: 'Black Sea access' },
+      { code: 'UA', strength: 0.6, redundancy: 0.3, reason: 'Grain exports' },
+      { code: 'RO', strength: 0.4, redundancy: 0.4, reason: 'Black Sea trade' },
+    ],
+    'dardanelles': [
+      { code: 'RU', strength: 0.5, redundancy: 0.3, reason: 'Black Sea access' },
+      { code: 'UA', strength: 0.5, redundancy: 0.3, reason: 'Grain exports' },
+    ],
+    'taiwan_strait': [
+      { code: 'TW', strength: 0.9, redundancy: 0.1, reason: 'Taiwan trade lifeline' },
+      { code: 'JP', strength: 0.5, redundancy: 0.4, reason: 'Trade route' },
+      { code: 'KR', strength: 0.4, redundancy: 0.4, reason: 'Trade route' },
+    ],
+  };
+  return dependencies[chokepointId] || [];
+}
+
+// Haversine distance for chokepoint proximity
+function haversineDistance(lat1: number, lon1: number, lat2: number, lon2: number): number {
+  const R = 6371;
+  const dLat = ((lat2 - lat1) * Math.PI) / 180;
+  const dLon = ((lon2 - lon1) * Math.PI) / 180;
+  const a = Math.sin(dLat / 2) ** 2 + Math.cos(lat1 * Math.PI / 180) * Math.cos(lat2 * Math.PI / 180) * Math.sin(dLon / 2) ** 2;
+  return R * 2 * Math.atan2(Math.sqrt(a), Math.sqrt(1 - a));
+}
+
+export function buildDependencyGraph(): DependencyGraph {
+  if (cachedGraph) return cachedGraph;
+
+  const graph: DependencyGraph = {
+    nodes: new Map(),
+    edges: [],
+    outgoing: new Map(),
+    incoming: new Map(),
+  };
+
+  // Add all infrastructure nodes
+  addCablesAsNodes(graph);
+  addPipelinesAsNodes(graph);
+  addPortsAsNodes(graph);
+  addChokepointsAsNodes(graph);
+  addCountriesAsNodes(graph);
+
+  // Build dependency edges
+  buildCableCountryEdges(graph);
+  buildPipelineCountryEdges(graph);
+  buildPortCountryEdges(graph);      // NEW: Port → Country dependencies
+  buildChokepointEdges(graph);       // NEW: Chokepoint → Port/Country dependencies
+
+  cachedGraph = graph;
+  return graph;
+}
+
+function categorizeImpact(strength: number): CascadeImpactLevel {
+  if (strength > 0.8) return 'critical';
+  if (strength > 0.5) return 'high';
+  if (strength > 0.2) return 'medium';
+  return 'low';
+}
+
+export function calculateCascade(
+  sourceId: string,
+  disruptionLevel: number = 1.0
+): CascadeResult | null {
+  const graph = buildDependencyGraph();
+  const source = graph.nodes.get(sourceId);
+
+  if (!source) return null;
+
+  const affected: Map<string, CascadeAffectedNode> = new Map();
+  const visited = new Set<string>();
+  visited.add(sourceId);
+
+  const queue: { nodeId: string; depth: number; path: string[] }[] = [
+    { nodeId: sourceId, depth: 0, path: [sourceId] },
+  ];
+
+  while (queue.length > 0) {
+    const { nodeId, depth, path } = queue.shift()!;
+    if (depth >= 3) continue;
+
+    const dependents = graph.outgoing.get(nodeId) || [];
+
+    for (const edge of dependents) {
+      if (visited.has(edge.to)) continue;
+      visited.add(edge.to);
+
+      const impactStrength = edge.strength * disruptionLevel * (1 - (edge.redundancy || 0));
+      const targetNode = graph.nodes.get(edge.to);
+
+      if (!targetNode || impactStrength < 0.05) continue;
+
+      affected.set(edge.to, {
+        node: targetNode,
+        impactLevel: categorizeImpact(impactStrength),
+        pathLength: depth + 1,
+        dependencyChain: [...path, edge.to],
+        redundancyAvailable: (edge.redundancy || 0) > 0.3,
+        estimatedRecovery: edge.metadata?.estimatedImpact,
+      });
+
+      queue.push({
+        nodeId: edge.to,
+        depth: depth + 1,
+        path: [...path, edge.to],
+      });
+    }
+  }
+
+  const countriesAffected: CascadeCountryImpact[] = [];
+  for (const [nodeId, affectedNode] of affected) {
+    if (affectedNode.node.type === 'country') {
+      const code = (affectedNode.node.metadata?.code as string) || nodeId.replace('country:', '');
+      countriesAffected.push({
+        country: code,
+        countryName: affectedNode.node.name,
+        impactLevel: affectedNode.impactLevel,
+        affectedCapacity: getCapacityForCountry(sourceId, code),
+      });
+    }
+  }
+
+  countriesAffected.sort((a, b) => {
+    const order = { critical: 0, high: 1, medium: 2, low: 3 };
+    return (order[a.impactLevel] - order[b.impactLevel]) || (b.affectedCapacity - a.affectedCapacity);
+  });
+
+  const redundancies = findRedundancies(sourceId);
+
+  return {
+    source,
+    affectedNodes: Array.from(affected.values()),
+    countriesAffected,
+    redundancies,
+  };
+}
+
+function getCapacityForCountry(sourceId: string, countryCode: string): number {
+  if (sourceId.startsWith('cable:')) {
+    const cableId = sourceId.replace('cable:', '');
+    const cable = UNDERSEA_CABLES.find(c => c.id === cableId);
+    const countryData = cable?.countriesServed?.find(cs => cs.country === countryCode);
+    return countryData?.capacityShare || 0;
+  }
+  return 0.1;
+}
+
+function findRedundancies(sourceId: string): CascadeResult['redundancies'] {
+  if (!sourceId.startsWith('cable:')) return [];
+
+  const cableId = sourceId.replace('cable:', '');
+  const sourceCable = UNDERSEA_CABLES.find(c => c.id === cableId);
+  if (!sourceCable) return [];
+
+  const sourceCountries = new Set(sourceCable.countriesServed?.map(c => c.country) || []);
+  const alternatives: CascadeResult['redundancies'] = [];
+
+  for (const cable of UNDERSEA_CABLES) {
+    if (cable.id === cableId) continue;
+
+    const sharedCountries = cable.countriesServed?.filter(c => sourceCountries.has(c.country)) || [];
+    if (sharedCountries.length > 0) {
+      const avgCapacity = sharedCountries.reduce((sum, c) => sum + c.capacityShare, 0) / sharedCountries.length;
+      alternatives.push({
+        id: cable.id,
+        name: cable.name,
+        capacityShare: avgCapacity,
+      });
+    }
+  }
+
+  return alternatives.slice(0, 5);
+}
+
+export function getCableById(id: string): UnderseaCable | undefined {
+  return UNDERSEA_CABLES.find(c => c.id === id);
+}
+
+export function getPipelineById(id: string): Pipeline | undefined {
+  return PIPELINES.find(p => p.id === id);
+}
+
+export function getPortById(id: string): Port | undefined {
+  return PORTS.find((p: Port) => p.id === id);
+}
+
+export function getGraphStats(): { nodes: number; edges: number; cables: number; pipelines: number; ports: number; chokepoints: number; countries: number } {
+  const graph = buildDependencyGraph();
+  let cables = 0, pipelines = 0, ports = 0, chokepoints = 0, countries = 0;
+
+  for (const node of graph.nodes.values()) {
+    if (node.type === 'cable') cables++;
+    else if (node.type === 'pipeline') pipelines++;
+    else if (node.type === 'port') ports++;
+    else if (node.type === 'chokepoint') chokepoints++;
+    else if (node.type === 'country') countries++;
+  }
+
+  return {
+    nodes: graph.nodes.size,
+    edges: graph.edges.length,
+    cables,
+    pipelines,
+    ports,
+    chokepoints,
+    countries,
+  };
+}
diff --git a/src/services/live-news.ts b/src/services/live-news.ts
new file mode 100644
index 000000000..473c09491
--- /dev/null
+++ b/src/services/live-news.ts
@@ -0,0 +1,25 @@
+import { isDesktopRuntime, getRemoteApiBaseUrl } from '@/services/runtime';
+
+const liveVideoCache = new Map<string, { videoId: string | null; timestamp: number }>();
+const CACHE_TTL = 5 * 60 * 1000; // 5 minutes
+
+export async function fetchLiveVideoId(channelHandle: string): Promise<string | null> {
+  const cached = liveVideoCache.get(channelHandle);
+  if (cached && Date.now() - cached.timestamp < CACHE_TTL) {
+    return cached.videoId;
+  }
+
+  try {
+    const baseUrl = isDesktopRuntime() ? getRemoteApiBaseUrl() : '';
+    const res = await fetch(`${baseUrl}/api/youtube/live?channel=${encodeURIComponent(channelHandle)}`);
+    if (!res.ok) throw new Error('API error');
+    const data = await res.json();
+    const videoId = data.videoId || null;
+    liveVideoCache.set(channelHandle, { videoId, timestamp: Date.now() });
+    return videoId;
+  } catch (error) {
+    console.warn(`[LiveNews] Failed to fetch live ID for ${channelHandle}:`, error);
+    return null;
+  }
+}
+
diff --git a/src/services/markets.ts b/src/services/markets.ts
index 8648c1c16..00a51552e 100644
--- a/src/services/markets.ts
+++ b/src/services/markets.ts
@@ -1,6 +1,24 @@
 import type { MarketData, CryptoData } from '@/types';
 import { API_URLS, CRYPTO_MAP } from '@/config';
-import { chunkArray, fetchWithProxy } from '@/utils';
+import { fetchWithProxy } from '@/utils';
+
+interface FinnhubQuote {
+  symbol: string;
+  price: number;
+  change: number;
+  changePercent: number;
+  high: number;
+  low: number;
+  open: number;
+  previousClose: number;
+  timestamp: number;
+  error?: string;
+}
+
+interface FinnhubResponse {
+  quotes: FinnhubQuote[];
+  error?: string;
+}
 
 interface YahooFinanceResponse {
   chart: {
@@ -10,6 +28,9 @@ interface YahooFinanceResponse {
         chartPreviousClose?: number;
         previousClose?: number;
       };
+      indicators?: {
+        quote?: Array<{ close?: (number | null)[] }>;
+      };
     }>;
   };
 }
@@ -21,84 +42,170 @@ interface CoinGeckoResponse {
   };
 }
 
-export async function fetchStockQuote(
+interface CoinGeckoMarketItem {
+  id: string;
+  current_price: number;
+  price_change_percentage_24h: number;
+  sparkline_in_7d?: { price: number[] };
+}
+
+// Symbols that need Yahoo Finance (indices and futures not supported by Finnhub free tier)
+const YAHOO_ONLY_SYMBOLS = new Set([
+  '^GSPC', '^DJI', '^IXIC', '^VIX',
+  'GC=F', 'CL=F', 'NG=F', 'SI=F', 'HG=F',
+]);
+
+let lastSuccessfulResults: MarketData[] = [];
+
+async function fetchFromFinnhub(
+  symbols: Array<{ symbol: string; name: string; display: string }>
+): Promise<MarketData[]> {
+  const symbolList = symbols.map(s => s.symbol);
+  const url = API_URLS.finnhub(symbolList);
+
+  try {
+    const response = await fetchWithProxy(url);
+
+    if (!response.ok) {
+      console.warn(`[Markets] Finnhub returned ${response.status}`);
+      return [];
+    }
+
+    const data: FinnhubResponse = await response.json();
+
+    if (data.error) {
+      console.warn(`[Markets] Finnhub error: ${data.error}`);
+      return [];
+    }
+
+    const symbolMap = new Map(symbols.map(s => [s.symbol, s]));
+
+    return data.quotes
+      .filter(q => !q.error && q.price > 0)
+      .map(q => {
+        const info = symbolMap.get(q.symbol);
+        return {
+          symbol: q.symbol,
+          name: info?.name || q.symbol,
+          display: info?.display || q.symbol,
+          price: q.price,
+          change: q.changePercent,
+        };
+      });
+  } catch (error) {
+    console.error('[Markets] Finnhub fetch failed:', error);
+    return [];
+  }
+}
+
+async function fetchFromYahoo(
   symbol: string,
   name: string,
   display: string
-): Promise<MarketData> {
+): Promise<MarketData | null> {
   try {
     const url = API_URLS.yahooFinance(symbol);
     const response = await fetchWithProxy(url);
-    if (!response.ok) throw new Error(`HTTP ${response.status}`);
+
+    if (!response.ok) return null;
     const data: YahooFinanceResponse = await response.json();
 
-    const meta = data.chart.result[0]?.meta;
-    if (!meta) {
-      return { symbol, name, display, price: null, change: null };
-    }
+    const result = data.chart.result[0];
+    const meta = result?.meta;
+    if (!meta) return null;
 
     const price = meta.regularMarketPrice;
     const prevClose = meta.chartPreviousClose || meta.previousClose || price;
     const change = ((price - prevClose) / prevClose) * 100;
 
-    return {
-      symbol,
-      name,
-      display,
-      price,
-      change,
-    };
-  } catch (e) {
-    console.error(`Failed to fetch ${symbol}:`, e);
-    return { symbol, name, display, price: null, change: null };
+    const closes = result.indicators?.quote?.[0]?.close;
+    const sparkline = closes?.filter((v): v is number => v != null);
+
+    return { symbol, name, display, price, change, sparkline };
+  } catch {
+    return null;
   }
 }
 
-const delay = (ms: number) => new Promise(resolve => setTimeout(resolve, ms));
-
 export async function fetchMultipleStocks(
   symbols: Array<{ symbol: string; name: string; display: string }>,
   options: {
-    batchSize?: number;
-    delayMs?: number;
     onBatch?: (results: MarketData[]) => void;
   } = {}
 ): Promise<MarketData[]> {
+  // Split symbols into Finnhub-compatible and Yahoo-only
+  const finnhubSymbols = symbols.filter(s => !YAHOO_ONLY_SYMBOLS.has(s.symbol));
+  const yahooSymbols = symbols.filter(s => YAHOO_ONLY_SYMBOLS.has(s.symbol));
+
   const results: MarketData[] = [];
-  const batchSize = options.batchSize ?? 5;
-  const delayMs = options.delayMs ?? 2500;
-  const batches = chunkArray(symbols, batchSize);
 
-  for (const [index, batch] of batches.entries()) {
-    const batchResults = await Promise.all(
-      batch.map((s) => fetchStockQuote(s.symbol, s.name, s.display))
+  // Fetch from Finnhub (batch request)
+  if (finnhubSymbols.length > 0) {
+    const finnhubResults = await fetchFromFinnhub(finnhubSymbols);
+    results.push(...finnhubResults);
+    options.onBatch?.(results);
+  }
+
+  // Fetch indices/commodities from Yahoo (parallel)
+  if (yahooSymbols.length > 0) {
+    const yahooResults = await Promise.all(
+      yahooSymbols.map(s => fetchFromYahoo(s.symbol, s.name, s.display))
     );
-    results.push(...batchResults);
+    results.push(...yahooResults.filter((r): r is MarketData => r !== null));
+    options.onBatch?.(results);
+  }
+
+  if (results.length > 0) {
+    lastSuccessfulResults = results;
+  }
 
-    const visibleResults = results.filter((r) => r.price !== null);
-    options.onBatch?.(visibleResults);
+  return results.length > 0 ? results : lastSuccessfulResults;
+}
 
-    if (delayMs > 0 && index < batches.length - 1) {
-      await delay(delayMs);
-    }
+// Legacy single-symbol function (still used by some components)
+export async function fetchStockQuote(
+  symbol: string,
+  name: string,
+  display: string
+): Promise<MarketData> {
+  if (YAHOO_ONLY_SYMBOLS.has(symbol)) {
+    const result = await fetchFromYahoo(symbol, name, display);
+    return result || { symbol, name, display, price: null, change: null };
   }
 
-  return results.filter((r) => r.price !== null);
+  const results = await fetchFromFinnhub([{ symbol, name, display }]);
+  return results[0] || { symbol, name, display, price: null, change: null };
 }
 
 export async function fetchCrypto(): Promise<CryptoData[]> {
   try {
-    const response = await fetchWithProxy(API_URLS.coingecko);
+    const ids = Object.keys(CRYPTO_MAP).join(',');
+    const marketsUrl = `/api/coingecko?ids=${ids}&vs_currencies=usd&endpoint=markets`;
+    const response = await fetchWithProxy(marketsUrl);
     if (!response.ok) throw new Error(`HTTP ${response.status}`);
-    const data: CoinGeckoResponse = await response.json();
+    const data: CoinGeckoMarketItem[] = await response.json();
+
+    if (!Array.isArray(data)) {
+      const fallback: CoinGeckoResponse = data;
+      return Object.entries(CRYPTO_MAP).map(([id, info]) => ({
+        name: info.name,
+        symbol: info.symbol,
+        price: fallback[id]?.usd ?? 0,
+        change: fallback[id]?.usd_24h_change ?? 0,
+      }));
+    }
 
+    const byId = new Map(data.map(c => [c.id, c]));
     return Object.entries(CRYPTO_MAP).map(([id, info]) => {
-      const coinData = data[id];
+      const coin = byId.get(id);
+      const prices = coin?.sparkline_in_7d?.price;
+      const sparkline = prices && prices.length > 24 ? prices.slice(-48) : prices;
       return {
         name: info.name,
         symbol: info.symbol,
-        price: coinData?.usd ?? 0,
-        change: coinData?.usd_24h_change ?? 0,
+        price: coin?.current_price ?? 0,
+        change: coin?.price_change_percentage_24h ?? 0,
+        sparkline,
       };
     });
   } catch (e) {
diff --git a/src/services/meta-tags.ts b/src/services/meta-tags.ts
new file mode 100644
index 000000000..938732466
--- /dev/null
+++ b/src/services/meta-tags.ts
@@ -0,0 +1,168 @@
+// Dynamic Meta Tags Service for World Monitor
+// Updates OG tags and Twitter Cards for shared stories
+
+interface StoryMeta {
+  countryCode: string;
+  countryName: string;
+  ciiScore?: number;
+  ciiLevel?: string;
+  trend?: string;
+  type: 'ciianalysis' | 'crisisalert' | 'dailybrief' | 'marketfocus';
+}
+
+const BASE_URL = 'https://worldmonitor.app';
+const DEFAULT_IMAGE = 'https://worldmonitor.app/favico/og-image.png';
+
+export function updateMetaTagsForStory(meta: StoryMeta): void {
+  const { countryCode, countryName, ciiScore, ciiLevel, trend, type } = meta;
+  
+  // Generate dynamic content
+  const title = `${countryName} Intelligence Brief | World Monitor`;
+  const description = generateDescription(ciiScore, ciiLevel, trend, type, countryName);
+  const storyUrl = `${BASE_URL}/api/story?c=${countryCode}&t=${type}`;
+  let imageUrl = `${BASE_URL}/api/og-story?c=${countryCode}&t=${type}`;
+  if (ciiScore !== undefined) imageUrl += `&s=${ciiScore}`;
+  if (ciiLevel) imageUrl += `&l=${ciiLevel}`;
+  
+  // Update standard meta tags
+  setMetaTag('title', title);
+  setMetaTag('description', description);
+  setCanonicalLink(storyUrl);
+  
+  // Update Open Graph
+  setMetaTag('og:title', title);
+  setMetaTag('og:description', description);
+  setMetaTag('og:url', storyUrl);
+  setMetaTag('og:image', imageUrl);
+  
+  // Update Twitter Cards
+  setMetaTag('twitter:title', title);
+  setMetaTag('twitter:description', description);
+  setMetaTag('twitter:url', storyUrl);
+  setMetaTag('twitter:image', imageUrl);
+  
+  // Store in session for og-image API
+  sessionStorage.setItem('storyMeta', JSON.stringify(meta));
+  
+  console.log('[MetaTags] Updated for story:', countryName);
+}
+
+export function resetMetaTags(): void {
+  const defaultTitle = 'World Monitor - Global Situation with AI Insights';
+  const defaultDesc = 'AI-powered real-time global intelligence dashboard with live news, markets, military tracking, and geopolitical data.';
+  
+  setMetaTag('title', defaultTitle);
+  setMetaTag('description', defaultDesc);
+  setCanonicalLink(BASE_URL);
+  setMetaTag('og:title', defaultTitle);
+  setMetaTag('og:description', defaultDesc);
+  setMetaTag('og:url', BASE_URL);
+  setMetaTag('og:image', DEFAULT_IMAGE);
+  setMetaTag('twitter:title', defaultTitle);
+  setMetaTag('twitter:description', defaultDesc);
+  setMetaTag('twitter:url', BASE_URL);
+  setMetaTag('twitter:image', DEFAULT_IMAGE);
+  
+  sessionStorage.removeItem('storyMeta');
+  console.log('[MetaTags] Reset to defaults');
+}
+
+function generateDescription(
+  score?: number,
+  level?: string,
+  trend?: string,
+  type?: string,
+  countryName?: string
+): string {
+  const parts: string[] = [];
+  
+  if (score !== undefined && level) {
+    parts.push(`${countryName} has an instability score of ${score}/100 (${level})`);
+  }
+  
+  if (trend) {
+    const trendText = trend === 'rising' ? 'trending upward' : trend === 'falling' ? 'trending downward' : 'stable';
+    parts.push(`Risk is ${trendText}`);
+  }
+  
+  const typeDescriptions: Record<string, string> = {
+    ciianalysis: 'Full intelligence analysis with military posture and prediction markets',
+    crisisalert: 'Crisis-focused briefing with convergence alerts',
+    dailybrief: 'AI-synthesized daily briefing of top stories',
+    marketfocus: 'Prediction market probabilities and market-moving events',
+  };
+  
+  if (type && typeDescriptions[type]) {
+    parts.push(typeDescriptions[type]);
+  }
+  
+  return `World Monitor ${parts.join('. ')}. Free, open-source geopolitical intelligence.`;
+}
+
+function setMetaTag(property: string, content: string): void {
+  // Remove existing tag
+  const existing = document.querySelector(`meta[property="${property}"], meta[name="${property}"]`);
+  if (existing) existing.remove();
+  
+  // Create new tag
+  const meta = document.createElement('meta');
+  if (property.startsWith('og:') || property.startsWith('twitter:')) {
+    meta.setAttribute('property', property);
+  } else {
+    meta.setAttribute('name', property);
+  }
+  meta.setAttribute('content', content);
+  document.head.appendChild(meta);
+}
+
+function setCanonicalLink(href: string): void {
+  let link = document.querySelector('link[rel="canonical"]') as HTMLLinkElement;
+  if (!link) {
+    link = document.createElement('link');
+    link.setAttribute('rel', 'canonical');
+    document.head.appendChild(link);
+  }
+  link.setAttribute('href', href);
+}
+
+// Parse URL params for story pages
+export function parseStoryParams(url: URL): StoryMeta | null {
+  const countryCode = url.searchParams.get('c');
+  const type = url.searchParams.get('t') || 'ciianalysis';
+
+  if (!countryCode || !/^[A-Z]{2,3}$/i.test(countryCode)) return null;
+
+  const validTypes: StoryMeta['type'][] = ['ciianalysis', 'crisisalert', 'dailybrief', 'marketfocus'];
+  const safeType: StoryMeta['type'] = validTypes.includes(type as StoryMeta['type'])
+    ? (type as StoryMeta['type'])
+    : 'ciianalysis';
+  
+  // Get country name from mapping (would normally come from data)
+  const countryNames: Record<string, string> = {
+    UA: 'Ukraine', RU: 'Russia', CN: 'China', US: 'United States',
+    IR: 'Iran', IL: 'Israel', TW: 'Taiwan', KP: 'North Korea',
+    SA: 'Saudi Arabia', TR: 'Turkey', PL: 'Poland', DE: 'Germany',
+    FR: 'France', GB: 'United Kingdom', IN: 'India', PK: 'Pakistan',
+    SY: 'Syria', YE: 'Yemen', MM: 'Myanmar', VE: 'Venezuela',
+  };
+  
+  return {
+    countryCode: countryCode.toUpperCase(),
+    countryName: countryNames[countryCode.toUpperCase()] || countryCode.toUpperCase(),
+    type: safeType,
+  };
+}
+
+// Initialize on page load
+export function initMetaTags(): void {
+  const url = new URL(window.location.href);
+  
+  if (url.pathname === '/story' || url.searchParams.has('c')) {
+    const params = parseStoryParams(url);
+    if (params) {
+      updateMetaTagsForStory(params);
+    }
+  } else {
+    resetMetaTags();
+  }
+}
diff --git a/src/services/military-flights.ts b/src/services/military-flights.ts
new file mode 100644
index 000000000..17bd0f960
--- /dev/null
+++ b/src/services/military-flights.ts
@@ -0,0 +1,560 @@
+import type { MilitaryFlight, MilitaryFlightCluster, MilitaryAircraftType, MilitaryOperator } from '@/types';
+import { createCircuitBreaker } from '@/utils';
+import {
+  identifyByCallsign,
+  identifyByAircraftType,
+  isKnownMilitaryHex,
+  getNearbyHotspot,
+  MILITARY_HOTSPOTS,
+} from '@/config/military';
+import {
+  getAircraftDetailsBatch,
+  analyzeAircraftDetails,
+  checkWingbitsStatus,
+} from './wingbits';
+import { isFeatureAvailable } from './runtime-config';
+
+// OpenSky Network API - use Railway relay (Vercel is blocked by OpenSky)
+// Convert WebSocket URL to HTTP URL for the same Railway server
+const wsRelayUrl = import.meta.env.VITE_WS_RELAY_URL || '';
+const OPENSKY_BASE_URL = wsRelayUrl
+  ? wsRelayUrl.replace('wss://', 'https://').replace('ws://', 'http://').replace(/\/$/, '') + '/opensky'
+  : '/api/opensky'; // Fallback to Vercel proxy for dev
+
+// Cache configuration
+const CACHE_TTL = 5 * 60 * 1000; // 5 minutes - match refresh interval
+let flightCache: { data: MilitaryFlight[]; timestamp: number } | null = null;
+
+// Track flight history for trails
+const flightHistory = new Map<string, { positions: [number, number][]; lastUpdate: number }>();
+const HISTORY_MAX_POINTS = 20;
+const HISTORY_CLEANUP_INTERVAL = 5 * 60 * 1000; // 5 minutes
+
+// Circuit breaker for API calls
+const breaker = createCircuitBreaker<{ flights: MilitaryFlight[]; clusters: MilitaryFlightCluster[] }>({
+  name: 'Military Flight Tracking',
+  maxFailures: 3,
+  cooldownMs: 5 * 60 * 1000, // 5 minute cooldown
+  cacheTtlMs: 5 * 60 * 1000, // 5 minute cache
+});
+
+// OpenSky API returns arrays in this order:
+// [0] icao24, [1] callsign, [2] origin_country, [3] time_position, [4] last_contact,
+// [5] longitude, [6] latitude, [7] baro_altitude, [8] on_ground, [9] velocity,
+// [10] true_track, [11] vertical_rate, [12] sensors, [13] geo_altitude, [14] squawk,
+// [15] spi, [16] position_source
+type OpenSkyStateArray = [
+  string,       // 0: icao24
+  string | null,// 1: callsign
+  string,       // 2: origin_country
+  number | null,// 3: time_position
+  number,       // 4: last_contact
+  number | null,// 5: longitude
+  number | null,// 6: latitude
+  number | null,// 7: baro_altitude (meters)
+  boolean,      // 8: on_ground
+  number | null,// 9: velocity (m/s)
+  number | null,// 10: true_track (degrees)
+  number | null,// 11: vertical_rate (m/s)
+  number[] | null, // 12: sensors
+  number | null,// 13: geo_altitude
+  string | null,// 14: squawk
+  boolean,      // 15: spi
+  number        // 16: position_source
+];
+
+interface OpenSkyResponse {
+  time: number;
+  states: OpenSkyStateArray[] | null;
+}
+
+/**
+ * Determine aircraft type based on callsign, type code, or hex
+ */
+function determineAircraftInfo(
+  callsign: string,
+  icao24: string,
+  originCountry?: string,
+  typeCode?: string
+): { type: MilitaryAircraftType; operator: MilitaryOperator; country: string; confidence: 'high' | 'medium' | 'low' } {
+  // Check callsign first (highest confidence)
+  const callsignMatch = identifyByCallsign(callsign, originCountry);
+  if (callsignMatch) {
+    return {
+      type: callsignMatch.aircraftType || 'unknown',
+      operator: callsignMatch.operator,
+      country: getCountryFromOperator(callsignMatch.operator),
+      confidence: 'high',
+    };
+  }
+
+  // Check hex code range
+  const hexMatch = isKnownMilitaryHex(icao24);
+  if (hexMatch) {
+    return {
+      type: 'unknown',
+      operator: hexMatch.operator,
+      country: hexMatch.country,
+      confidence: 'medium',
+    };
+  }
+
+  // Check typecode as fallback
+  if (typeCode) {
+    const typeMatch = identifyByAircraftType(typeCode);
+    if (typeMatch) {
+      return {
+        type: typeMatch.type,
+        operator: 'other',
+        country: 'Unknown',
+        confidence: 'low',
+      };
+    }
+  }
+
+  // Default for unknown military
+  return {
+    type: 'unknown',
+    operator: 'other',
+    country: 'Unknown',
+    confidence: 'low',
+  };
+}
+
+function getCountryFromOperator(operator: MilitaryOperator): string {
+  const countryMap: Record<MilitaryOperator, string> = {
+    usaf: 'USA',
+    usn: 'USA',
+    usmc: 'USA',
+    usa: 'USA',
+    raf: 'UK',
+    rn: 'UK',
+    faf: 'France',
+    gaf: 'Germany',
+    plaaf: 'China',
+    plan: 'China',
+    vks: 'Russia',
+    iaf: 'Israel',
+    nato: 'NATO',
+    other: 'Unknown',
+  };
+  return countryMap[operator];
+}
+
+/**
+ * Check if a flight looks like a military aircraft
+ */
+function isMilitaryFlight(state: OpenSkyStateArray): boolean {
+  const callsign = (state[1] || '').trim();
+  const icao24 = state[0];
+  const originCountry = state[2];
+
+  // Check for known military callsigns (covers all patterns from config)
+  if (callsign && identifyByCallsign(callsign, originCountry)) {
+    return true;
+  }
+
+  // Check for military hex code ranges (expanded list)
+  if (isKnownMilitaryHex(icao24)) {
+    return true;
+  }
+
+  // Extended list of countries with recognizable military patterns
+  const militaryCountries = [
+    'United States', 'United Kingdom', 'France', 'Germany', 'Israel',
+    'Turkey', 'Saudi Arabia', 'United Arab Emirates', 'Qatar', 'Kuwait',
+    'Japan', 'South Korea', 'Australia', 'Canada', 'Italy', 'Spain',
+    'Netherlands', 'Poland', 'Greece', 'Norway', 'Sweden', 'India',
+    'Pakistan', 'Egypt', 'Singapore', 'Taiwan'
+  ];
+
+  if (militaryCountries.includes(originCountry)) {
+    // Check for expanded military callsign patterns
+    const militaryPattern = /^(RCH|REACH|DUKE|KING|GOLD|NAVY|ARMY|MARINE|NATO|RAF|GAF|FAF|IAF|THK|TUR|RSAF|UAF|JPN|JASDF|ROKAF|KAF|RAAF|CANFORCE|CFC|AME|PLF|HAF|EGY|PAF|FORTE|HAWK|REAPER|COBRA|RIVET|OLIVE|SNTRY|DRAGN|BONE|DEATH|DOOM|TRIDENT|ASCOT|CNV|HMX|DUSTOFF|EVAC|MOOSE|HERKY)/i.test(callsign);
+    if (callsign && militaryPattern) {
+      return true;
+    }
+  }
+
+  return false;
+}
+
+/**
+ * Parse OpenSky response into MilitaryFlight objects
+ */
+function parseOpenSkyResponse(data: OpenSkyResponse): MilitaryFlight[] {
+  if (!data.states) return [];
+
+  const flights: MilitaryFlight[] = [];
+  const now = new Date();
+
+  for (const state of data.states) {
+    if (!isMilitaryFlight(state)) continue;
+
+    const icao24 = state[0];
+    const callsign = (state[1] || '').trim();
+    const lat = state[6];
+    const lon = state[5];
+
+    if (lat === null || lon === null) continue;
+
+    const info = determineAircraftInfo(callsign, icao24, state[2]);
+
+    // Update flight history for trails
+    const historyKey = icao24;
+    let history = flightHistory.get(historyKey);
+    if (!history) {
+      history = { positions: [], lastUpdate: Date.now() };
+      flightHistory.set(historyKey, history);
+    }
+
+    // Add position to history
+    history.positions.push([lat, lon]);
+    if (history.positions.length > HISTORY_MAX_POINTS) {
+      history.positions.shift();
+    }
+    history.lastUpdate = Date.now();
+
+    // Check if near interesting hotspot
+    const nearbyHotspot = getNearbyHotspot(lat, lon);
+    const isInteresting = nearbyHotspot?.priority === 'high' ||
+      info.type === 'bomber' ||
+      info.type === 'reconnaissance' ||
+      info.type === 'awacs';
+
+    const baroAlt = state[7];
+    const velocity = state[9];
+    const track = state[10];
+    const vertRate = state[11];
+
+    const flight: MilitaryFlight = {
+      id: `opensky-${icao24}`,
+      callsign: callsign || `UNKN-${icao24.substring(0, 4).toUpperCase()}`,
+      hexCode: icao24.toUpperCase(),
+      aircraftType: info.type,
+      operator: info.operator,
+      operatorCountry: info.country,
+      lat,
+      lon,
+      altitude: baroAlt ? Math.round(baroAlt * 3.28084) : 0, // Convert m to ft
+      heading: track || 0,
+      speed: velocity ? Math.round(velocity * 1.94384) : 0, // Convert m/s to knots
+      verticalRate: vertRate ? Math.round(vertRate * 196.85) : undefined, // Convert m/s to ft/min
+      onGround: state[8],
+      squawk: state[14] || undefined,
+      lastSeen: now,
+      track: history.positions.length > 1 ? [...history.positions] : undefined,
+      confidence: info.confidence,
+      isInteresting,
+      note: nearbyHotspot ? `Near ${nearbyHotspot.name}` : undefined,
+    };
+
+    flights.push(flight);
+  }
+
+  return flights;
+}
+
+/**
+ * Fetch flights for a single hotspot region
+ */
+async function fetchHotspotRegion(hotspot: typeof MILITARY_HOTSPOTS[number]): Promise<MilitaryFlight[]> {
+  try {
+    const lamin = hotspot.lat - hotspot.radius;
+    const lamax = hotspot.lat + hotspot.radius;
+    const lomin = hotspot.lon - hotspot.radius;
+    const lomax = hotspot.lon + hotspot.radius;
+
+    const response = await fetch(
+      `${OPENSKY_BASE_URL}?lamin=${lamin}&lamax=${lamax}&lomin=${lomin}&lomax=${lomax}`,
+      { headers: { 'Accept': 'application/json' } }
+    );
+
+    if (!response.ok) {
+      if (response.status === 429) {
+        console.warn(`[Military Flights] Rate limited for ${hotspot.name}`);
+      }
+      return [];
+    }
+
+    const data: OpenSkyResponse = await response.json();
+    return parseOpenSkyResponse(data);
+  } catch {
+    return [];
+  }
+}
+
+/**
+ * Fetch military flights from OpenSky Network
+ * Uses regional queries to reduce API usage and bandwidth
+ */
+async function fetchFromOpenSky(): Promise<MilitaryFlight[]> {
+  const allFlights: MilitaryFlight[] = [];
+  const seenHexCodes = new Set<string>();
+
+  // Execute in batches to avoid rate limiting
+  // Note: Requests are started when the batch executes, not when defined
+  const batchSize = 3;
+  for (let i = 0; i < MILITARY_HOTSPOTS.length; i += batchSize) {
+    const batch = MILITARY_HOTSPOTS.slice(i, i + batchSize);
+
+    // Start requests for this batch only
+    const results = await Promise.all(batch.map(hotspot => fetchHotspotRegion(hotspot)));
+
+    for (const flights of results) {
+      for (const flight of flights) {
+        if (!seenHexCodes.has(flight.hexCode)) {
+          seenHexCodes.add(flight.hexCode);
+          allFlights.push(flight);
+        }
+      }
+    }
+
+    // Small delay between batches to be respectful of rate limits
+    if (i + batchSize < MILITARY_HOTSPOTS.length) {
+      await new Promise((r) => setTimeout(r, 200));
+    }
+  }
+
+  console.log(`[Military Flights] Found ${allFlights.length} military aircraft from ${MILITARY_HOTSPOTS.length} regions`);
+  return allFlights;
+}
+
+
+/**
+ * Enrich flights with Wingbits aircraft details
+ * Updates confidence and adds owner/operator info
+ */
+async function enrichFlightsWithWingbits(flights: MilitaryFlight[]): Promise<MilitaryFlight[]> {
+  // Check if Wingbits is configured
+  const isConfigured = await checkWingbitsStatus();
+  if (!isConfigured) {
+    console.log('[Military Flights] Wingbits not configured, skipping enrichment');
+    return flights;
+  }
+
+  // Get hex codes for all flights
+  const hexCodes = flights.map(f => f.hexCode.toLowerCase());
+
+  // Batch fetch aircraft details
+  const detailsMap = await getAircraftDetailsBatch(hexCodes);
+
+  if (detailsMap.size === 0) {
+    return flights;
+  }
+
+  console.log(`[Military Flights] Enriching ${detailsMap.size} of ${flights.length} aircraft with Wingbits data`);
+
+  // Enrich each flight
+  return flights.map(flight => {
+    const details = detailsMap.get(flight.hexCode.toLowerCase());
+    if (!details) return flight;
+
+    const analysis = analyzeAircraftDetails(details);
+
+    // Update flight with enrichment data
+    const enrichedFlight = { ...flight };
+
+    // Add enrichment info
+    enrichedFlight.enriched = {
+      manufacturer: analysis.manufacturer || undefined,
+      owner: analysis.owner || undefined,
+      operatorName: analysis.operator || undefined,
+      typeCode: analysis.typecode || undefined,
+      builtYear: analysis.builtYear || undefined,
+      confirmedMilitary: analysis.isMilitary,
+      militaryBranch: analysis.militaryBranch || undefined,
+    };
+
+    // Add registration if not already set
+    if (!enrichedFlight.registration && analysis.registration) {
+      enrichedFlight.registration = analysis.registration;
+    }
+
+    // Add model if available
+    if (!enrichedFlight.aircraftModel && analysis.model) {
+      enrichedFlight.aircraftModel = analysis.model;
+    }
+
+    // Use typecode to refine type if still unknown
+    const wingbitsTypeCode = analysis.typecode || details.typecode;
+    if (wingbitsTypeCode && enrichedFlight.aircraftType === 'unknown') {
+      const typeMatch = identifyByAircraftType(wingbitsTypeCode);
+      if (typeMatch) {
+        enrichedFlight.aircraftType = typeMatch.type;
+        if (enrichedFlight.confidence === 'low') {
+          enrichedFlight.confidence = 'medium';
+        }
+      }
+    }
+
+    // Upgrade confidence if Wingbits confirms military
+    if (analysis.isMilitary) {
+      if (analysis.confidence === 'confirmed') {
+        enrichedFlight.confidence = 'high';
+      } else if (analysis.confidence === 'likely' && enrichedFlight.confidence === 'low') {
+        enrichedFlight.confidence = 'medium';
+      }
+
+      // Mark as interesting if confirmed military with known branch
+      if (analysis.militaryBranch) {
+        enrichedFlight.isInteresting = true;
+        if (!enrichedFlight.note) {
+          enrichedFlight.note = `${analysis.militaryBranch}${analysis.owner ? ` - ${analysis.owner}` : ''}`;
+        }
+      }
+    }
+
+    return enrichedFlight;
+  });
+}
+
+/**
+ * Cluster nearby flights for map display
+ */
+function clusterFlights(flights: MilitaryFlight[]): MilitaryFlightCluster[] {
+  const clusters: MilitaryFlightCluster[] = [];
+  const processed = new Set<string>();
+
+  // Check each hotspot for clusters
+  for (const hotspot of MILITARY_HOTSPOTS) {
+    const nearbyFlights = flights.filter((f) => {
+      if (processed.has(f.id)) return false;
+      const distance = Math.sqrt(Math.pow(f.lat - hotspot.lat, 2) + Math.pow(f.lon - hotspot.lon, 2));
+      return distance <= hotspot.radius;
+    });
+
+    if (nearbyFlights.length >= 2) {
+      // Mark as processed
+      nearbyFlights.forEach((f) => processed.add(f.id));
+
+      // Calculate cluster center
+      const avgLat = nearbyFlights.reduce((sum, f) => sum + f.lat, 0) / nearbyFlights.length;
+      const avgLon = nearbyFlights.reduce((sum, f) => sum + f.lon, 0) / nearbyFlights.length;
+
+      // Determine dominant operator
+      const operatorCounts = new Map<MilitaryOperator, number>();
+      for (const f of nearbyFlights) {
+        operatorCounts.set(f.operator, (operatorCounts.get(f.operator) || 0) + 1);
+      }
+      let dominantOperator: MilitaryOperator | undefined;
+      let maxCount = 0;
+      for (const [op, count] of operatorCounts) {
+        if (count > maxCount) {
+          maxCount = count;
+          dominantOperator = op;
+        }
+      }
+
+      // Determine activity type
+      const hasTransport = nearbyFlights.some((f) => f.aircraftType === 'transport' || f.aircraftType === 'tanker');
+      const hasFighters = nearbyFlights.some((f) => f.aircraftType === 'fighter');
+      const hasRecon = nearbyFlights.some((f) => f.aircraftType === 'reconnaissance' || f.aircraftType === 'awacs');
+
+      let activityType: 'exercise' | 'patrol' | 'transport' | 'unknown' = 'unknown';
+      if (hasFighters && hasRecon) activityType = 'exercise';
+      else if (hasFighters || hasRecon) activityType = 'patrol';
+      else if (hasTransport) activityType = 'transport';
+
+      clusters.push({
+        id: `cluster-${hotspot.name.toLowerCase().replace(/\s+/g, '-')}`,
+        name: hotspot.name,
+        lat: avgLat,
+        lon: avgLon,
+        flightCount: nearbyFlights.length,
+        flights: nearbyFlights,
+        dominantOperator,
+        activityType,
+      });
+    }
+  }
+
+  return clusters;
+}
+
+/**
+ * Clean up old flight history entries
+ */
+function cleanupFlightHistory(): void {
+  const cutoff = Date.now() - HISTORY_CLEANUP_INTERVAL;
+  for (const [key, history] of flightHistory) {
+    if (history.lastUpdate < cutoff) {
+      flightHistory.delete(key);
+    }
+  }
+}
+
+// Set up periodic cleanup
+if (typeof window !== 'undefined') {
+  setInterval(cleanupFlightHistory, HISTORY_CLEANUP_INTERVAL);
+}
+
+/**
+ * Main function to fetch military flights
+ */
+export async function fetchMilitaryFlights(): Promise<{
+  flights: MilitaryFlight[];
+  clusters: MilitaryFlightCluster[];
+}> {
+  if (!isFeatureAvailable('openskyRelay')) {
+    return { flights: [], clusters: [] };
+  }
+
+  return breaker.execute(async () => {
+    // Check cache
+    if (flightCache && Date.now() - flightCache.timestamp < CACHE_TTL) {
+      const clusters = clusterFlights(flightCache.data);
+      return { flights: flightCache.data, clusters };
+    }
+
+    // Fetch from OpenSky (regional queries for efficiency)
+    let flights = await fetchFromOpenSky();
+
+    if (flights.length === 0) {
+      throw new Error('No flights returned — upstream may be down');
+    }
+
+    // Enrich with Wingbits aircraft details (owner, operator, type)
+    flights = await enrichFlightsWithWingbits(flights);
+
+    // Update cache
+    flightCache = { data: flights, timestamp: Date.now() };
+
+    // Generate clusters
+    const clusters = clusterFlights(flights);
+
+    console.log(`[Military Flights] Total: ${flights.length} flights, ${clusters.length} clusters`);
+    return { flights, clusters };
+  }, { flights: [], clusters: [] });
+}
+
+/**
+ * Get status of military flights tracking
+ */
+export function getMilitaryFlightsStatus(): string {
+  return breaker.getStatus();
+}
+
+/**
+ * Get flight by hex code
+ */
+export function getFlightByHex(hexCode: string): MilitaryFlight | undefined {
+  if (!flightCache) return undefined;
+  return flightCache.data.find((f) => f.hexCode === hexCode.toUpperCase());
+}
+
+/**
+ * Get flights by operator
+ */
+export function getFlightsByOperator(operator: MilitaryOperator): MilitaryFlight[] {
+  if (!flightCache) return [];
+  return flightCache.data.filter((f) => f.operator === operator);
+}
+
+/**
+ * Get interesting flights (near hotspots, special types)
+ */
+export function getInterestingFlights(): MilitaryFlight[] {
+  if (!flightCache) return [];
+  return flightCache.data.filter((f) => f.isInteresting);
+}
diff --git a/src/services/military-surge.ts b/src/services/military-surge.ts
new file mode 100644
index 000000000..b878dedcf
--- /dev/null
+++ b/src/services/military-surge.ts
@@ -0,0 +1,990 @@
+import type { MilitaryFlight, MilitaryOperator } from '@/types';
+import type { SignalType } from '@/utils/analysis-constants';
+import { MILITARY_BASES_EXPANDED } from '@/config/bases-expanded';
+import { focalPointDetector } from './focal-point-detector';
+import { getCountryScore } from './country-instability';
+
+// Foreign military concentration detection - immediate alerts, no baseline needed
+interface GeoRegion {
+  id: string;
+  name: string;
+  lat: number;
+  lon: number;
+  radiusKm: number;
+}
+
+interface OperatorHomeRegions {
+  operator: MilitaryOperator;
+  country: string;
+  homeRegions: string[]; // region IDs where this operator's presence is "normal"
+  alertThreshold: number; // minimum aircraft to trigger alert when outside home
+}
+
+// Sensitive regions where foreign military concentration is notable
+const SENSITIVE_REGIONS: GeoRegion[] = [
+  // Middle East / Iran area
+  { id: 'persian-gulf', name: 'Persian Gulf', lat: 26.5, lon: 52.0, radiusKm: 600 },
+  { id: 'strait-hormuz', name: 'Strait of Hormuz', lat: 26.5, lon: 56.5, radiusKm: 300 },
+  { id: 'iran-border', name: 'Iran Border Region', lat: 33.0, lon: 47.0, radiusKm: 400 },
+  // Eastern Europe / Russia borders
+  { id: 'baltics', name: 'Baltic Region', lat: 56.0, lon: 24.0, radiusKm: 400 },
+  { id: 'poland-border', name: 'Poland-Belarus Border', lat: 52.5, lon: 23.5, radiusKm: 300 },
+  { id: 'black-sea', name: 'Black Sea', lat: 43.5, lon: 34.0, radiusKm: 500 },
+  { id: 'kaliningrad', name: 'Kaliningrad Region', lat: 54.7, lon: 20.5, radiusKm: 250 },
+  // Asia-Pacific
+  { id: 'taiwan-strait', name: 'Taiwan Strait', lat: 24.5, lon: 119.5, radiusKm: 400 },
+  { id: 'south-china-sea', name: 'South China Sea', lat: 14.0, lon: 114.0, radiusKm: 800 },
+  { id: 'korean-dmz', name: 'Korean DMZ', lat: 38.0, lon: 127.0, radiusKm: 300 },
+  { id: 'japan-sea', name: 'Sea of Japan', lat: 40.0, lon: 135.0, radiusKm: 500 },
+  // Arctic / Alaska
+  { id: 'alaska-adiz', name: 'Alaska ADIZ', lat: 62.0, lon: -165.0, radiusKm: 600 },
+  { id: 'arctic-russia', name: 'Arctic (Russian Side)', lat: 72.0, lon: 70.0, radiusKm: 800 },
+  // Mediterranean / Libya
+  { id: 'east-med', name: 'Eastern Mediterranean', lat: 34.5, lon: 33.0, radiusKm: 500 },
+  { id: 'libya-coast', name: 'Libya Coast', lat: 32.5, lon: 15.0, radiusKm: 400 },
+  // Africa
+  { id: 'horn-africa', name: 'Horn of Africa', lat: 10.0, lon: 45.0, radiusKm: 600 },
+  { id: 'sahel', name: 'Sahel Region', lat: 15.0, lon: 5.0, radiusKm: 800 },
+  // South America
+  { id: 'venezuela', name: 'Venezuela', lat: 8.0, lon: -66.0, radiusKm: 500 },
+];
+
+// Define home regions for major military operators
+const OPERATOR_HOMES: OperatorHomeRegions[] = [
+  { operator: 'usaf', country: 'USA', homeRegions: ['alaska-adiz'], alertThreshold: 2 },
+  { operator: 'usn', country: 'USA', homeRegions: ['alaska-adiz'], alertThreshold: 2 },
+  { operator: 'usmc', country: 'USA', homeRegions: ['alaska-adiz'], alertThreshold: 2 },
+  { operator: 'usa', country: 'USA', homeRegions: ['alaska-adiz'], alertThreshold: 2 },
+  { operator: 'vks', country: 'Russia', homeRegions: ['kaliningrad', 'arctic-russia', 'black-sea'], alertThreshold: 2 },
+  { operator: 'plaaf', country: 'China', homeRegions: ['taiwan-strait', 'south-china-sea'], alertThreshold: 2 },
+  { operator: 'plan', country: 'China', homeRegions: ['taiwan-strait', 'south-china-sea'], alertThreshold: 2 },
+  { operator: 'iaf', country: 'Israel', homeRegions: ['east-med', 'iran-border'], alertThreshold: 2 },
+  { operator: 'raf', country: 'UK', homeRegions: ['baltics', 'black-sea'], alertThreshold: 3 },
+  { operator: 'faf', country: 'France', homeRegions: ['sahel', 'east-med', 'libya-coast'], alertThreshold: 3 },
+  { operator: 'gaf', country: 'Germany', homeRegions: ['baltics'], alertThreshold: 3 },
+];
+
+export interface ForeignPresenceAlert {
+  id: string;
+  operator: MilitaryOperator;
+  operatorCountry: string;
+  region: GeoRegion;
+  aircraftCount: number;
+  flights: MilitaryFlight[];
+  firstDetected: Date;
+}
+
+const activeForeignPresence = new Map<string, ForeignPresenceAlert>();
+const seenForeignAlerts = new Set<string>();
+
+export interface MilitaryTheater {
+  id: string;
+  name: string;
+  baseIds: string[];
+  centerLat: number;
+  centerLon: number;
+}
+
+export interface SurgeAlert {
+  id: string;
+  theater: MilitaryTheater;
+  type: 'airlift' | 'fighter' | 'reconnaissance';
+  currentCount: number;
+  baselineCount: number;
+  surgeMultiple: number;
+  aircraftTypes: Map<string, number>;
+  nearbyBases: string[];
+  firstDetected: Date;
+  lastUpdated: Date;
+}
+
+export interface TheaterActivity {
+  theaterId: string;
+  timestamp: number;
+  transportCount: number;
+  fighterCount: number;
+  reconCount: number;
+  totalMilitary: number;
+  flightIds: string[];
+}
+
+const THEATERS: MilitaryTheater[] = [
+  {
+    id: 'middle-east',
+    name: 'Middle East / Persian Gulf',
+    baseIds: ['al_udeid', 'ali_al_salem_air_base', 'camp_arifjan', 'camp_buehring', 'kuwait_naval_base',
+              'naval_support_activity_bahrain', 'isa_air_base', 'masirah_aira_base', 'rafo_thumrait',
+              'al_dhafra_air_base', 'port_of_jebel_ali', 'fujairah_naval_base', 'prince_sultan_air_base',
+              'ain_assad_air_base', 'camp_victory', 'naval_support_facility_diego_garcia'],
+    centerLat: 27.0,
+    centerLon: 50.0,
+  },
+  {
+    id: 'europe-east',
+    name: 'Eastern Europe',
+    baseIds: ['camp_bondsteel', 'aitos_logistics_center', 'bezmer', 'graf_ignatievo'],
+    centerLat: 45.0,
+    centerLon: 25.0,
+  },
+  {
+    id: 'europe-west',
+    name: 'Western Europe',
+    baseIds: ['ramstein', 'spangdahlem', 'usag_stuttgart', 'raf_lakenheath', 'raf_mildenhall', 'aviano'],
+    centerLat: 50.0,
+    centerLon: 8.0,
+  },
+  {
+    id: 'pacific-west',
+    name: 'Western Pacific',
+    baseIds: ['kadena_air_base', 'camp_fuji', 'fleet_activities_okinawa', 'yokota', 'misawsa',
+              'osan_air_base', 'kunsan_ab', 'us_army_garrison_humphreys', 'andersen_air_force_base'],
+    centerLat: 30.0,
+    centerLon: 130.0,
+  },
+  {
+    id: 'africa-horn',
+    name: 'Horn of Africa',
+    baseIds: ['camp_lemonnier', 'contingency_location_garoua', 'niger_air_base_201'],
+    centerLat: 10.0,
+    centerLon: 40.0,
+  },
+];
+
+const SURGE_THRESHOLD = 2.0;
+const BASELINE_WINDOW_HOURS = 48;
+const BASELINE_MIN_SAMPLES = 6;
+const TRANSPORT_CALLSIGN_PATTERNS = [
+  /^RCH/i, /^REACH/i, /^MOOSE/i, /^HERKY/i, /^EVAC/i, /^DUSTOFF/i,
+];
+const PROXIMITY_RADIUS_KM = 150;
+
+const activityHistory = new Map<string, TheaterActivity[]>();
+const activeSurges = new Map<string, SurgeAlert>();
+let lastCleanup = Date.now();
+const CLEANUP_INTERVAL = 60 * 60 * 1000;
+const MAX_HISTORY_HOURS = 72;
+
+function getTheaterForBase(baseId: string): MilitaryTheater | null {
+  for (const theater of THEATERS) {
+    if (theater.baseIds.includes(baseId)) {
+      return theater;
+    }
+  }
+  return null;
+}
+
+function distanceKm(lat1: number, lon1: number, lat2: number, lon2: number): number {
+  const R = 6371;
+  const dLat = (lat2 - lat1) * Math.PI / 180;
+  const dLon = (lon2 - lon1) * Math.PI / 180;
+  const a = Math.sin(dLat / 2) ** 2 +
+    Math.cos(lat1 * Math.PI / 180) * Math.cos(lat2 * Math.PI / 180) *
+    Math.sin(dLon / 2) ** 2;
+  return R * 2 * Math.atan2(Math.sqrt(a), Math.sqrt(1 - a));
+}
+
+function findNearbyBases(lat: number, lon: number): { baseId: string; baseName: string; distance: number }[] {
+  const nearby: { baseId: string; baseName: string; distance: number }[] = [];
+  for (const base of MILITARY_BASES_EXPANDED) {
+    const dist = distanceKm(lat, lon, base.lat, base.lon);
+    if (dist <= PROXIMITY_RADIUS_KM) {
+      nearby.push({ baseId: base.id, baseName: base.name, distance: dist });
+    }
+  }
+  return nearby.sort((a, b) => a.distance - b.distance);
+}
+
+function isTransportFlight(flight: MilitaryFlight): boolean {
+  if (flight.aircraftType === 'transport' || flight.aircraftType === 'tanker') {
+    return true;
+  }
+  const callsign = flight.callsign.toUpperCase();
+  return TRANSPORT_CALLSIGN_PATTERNS.some(p => p.test(callsign));
+}
+
+function classifyFlight(flight: MilitaryFlight): 'transport' | 'fighter' | 'recon' | 'other' {
+  if (isTransportFlight(flight)) return 'transport';
+  if (flight.aircraftType === 'fighter') return 'fighter';
+  if (flight.aircraftType === 'reconnaissance' || flight.aircraftType === 'awacs') return 'recon';
+  return 'other';
+}
+
+function getTheaterForFlight(flight: MilitaryFlight): MilitaryTheater | null {
+  const nearbyBases = findNearbyBases(flight.lat, flight.lon);
+  for (const { baseId } of nearbyBases) {
+    const theater = getTheaterForBase(baseId);
+    if (theater) return theater;
+  }
+  for (const theater of THEATERS) {
+    const dist = distanceKm(flight.lat, flight.lon, theater.centerLat, theater.centerLon);
+    if (dist < 1500) return theater;
+  }
+  return null;
+}
+
+function calculateBaseline(theaterId: string): { transport: number; fighter: number; recon: number } {
+  const history = activityHistory.get(theaterId) || [];
+  const cutoff = Date.now() - BASELINE_WINDOW_HOURS * 60 * 60 * 1000;
+  const relevant = history.filter(h => h.timestamp >= cutoff);
+
+  if (relevant.length < BASELINE_MIN_SAMPLES) {
+    return { transport: 3, fighter: 2, recon: 1 };
+  }
+
+  const avgTransport = relevant.reduce((sum, h) => sum + h.transportCount, 0) / relevant.length;
+  const avgFighter = relevant.reduce((sum, h) => sum + h.fighterCount, 0) / relevant.length;
+  const avgRecon = relevant.reduce((sum, h) => sum + h.reconCount, 0) / relevant.length;
+
+  return {
+    transport: Math.max(2, avgTransport),
+    fighter: Math.max(1, avgFighter),
+    recon: Math.max(1, avgRecon),
+  };
+}
+
+function cleanupOldHistory(): void {
+  const now = Date.now();
+  if (now - lastCleanup < CLEANUP_INTERVAL) return;
+  lastCleanup = now;
+
+  const cutoff = now - MAX_HISTORY_HOURS * 60 * 60 * 1000;
+  for (const [theaterId, history] of activityHistory) {
+    const filtered = history.filter(h => h.timestamp >= cutoff);
+    if (filtered.length === 0) {
+      activityHistory.delete(theaterId);
+    } else {
+      activityHistory.set(theaterId, filtered);
+    }
+  }
+
+  for (const [surgeId, surge] of activeSurges) {
+    const age = now - surge.lastUpdated.getTime();
+    if (age > 2 * 60 * 60 * 1000) {
+      activeSurges.delete(surgeId);
+    }
+  }
+}
+
+export function analyzeFlightsForSurge(flights: MilitaryFlight[]): SurgeAlert[] {
+  cleanupOldHistory();
+
+  const theaterFlights = new Map<string, MilitaryFlight[]>();
+  for (const flight of flights) {
+    const theater = getTheaterForFlight(flight);
+    if (!theater) continue;
+    const existing = theaterFlights.get(theater.id) || [];
+    existing.push(flight);
+    theaterFlights.set(theater.id, existing);
+  }
+
+  const now = Date.now();
+  const newAlerts: SurgeAlert[] = [];
+
+  for (const [theaterId, theaterFlightList] of theaterFlights) {
+    const theater = THEATERS.find(t => t.id === theaterId);
+    if (!theater) continue;
+
+    let transportCount = 0;
+    let fighterCount = 0;
+    let reconCount = 0;
+    const aircraftTypes = new Map<string, number>();
+    const nearbyBasesSet = new Set<string>();
+
+    for (const flight of theaterFlightList) {
+      const classification = classifyFlight(flight);
+      if (classification === 'transport') transportCount++;
+      else if (classification === 'fighter') fighterCount++;
+      else if (classification === 'recon') reconCount++;
+
+      const typeKey = flight.aircraftModel || flight.aircraftType || 'unknown';
+      aircraftTypes.set(typeKey, (aircraftTypes.get(typeKey) || 0) + 1);
+
+      const nearby = findNearbyBases(flight.lat, flight.lon);
+      for (const { baseName } of nearby.slice(0, 3)) {
+        nearbyBasesSet.add(baseName);
+      }
+    }
+
+    const activity: TheaterActivity = {
+      theaterId,
+      timestamp: now,
+      transportCount,
+      fighterCount,
+      reconCount,
+      totalMilitary: theaterFlightList.length,
+      flightIds: theaterFlightList.map(f => f.id),
+    };
+
+    const history = activityHistory.get(theaterId) || [];
+    history.push(activity);
+    if (history.length > 200) history.shift();
+    activityHistory.set(theaterId, history);
+
+    const baseline = calculateBaseline(theaterId);
+
+    if (transportCount >= baseline.transport * SURGE_THRESHOLD && transportCount >= 5) {
+      const surgeId = `airlift-${theaterId}`;
+      const surgeMultiple = transportCount / baseline.transport;
+
+      const existing = activeSurges.get(surgeId);
+      if (existing) {
+        existing.currentCount = transportCount;
+        existing.surgeMultiple = surgeMultiple;
+        existing.aircraftTypes = aircraftTypes;
+        existing.nearbyBases = Array.from(nearbyBasesSet);
+        existing.lastUpdated = new Date();
+      } else {
+        const alert: SurgeAlert = {
+          id: surgeId,
+          theater,
+          type: 'airlift',
+          currentCount: transportCount,
+          baselineCount: Math.round(baseline.transport),
+          surgeMultiple,
+          aircraftTypes,
+          nearbyBases: Array.from(nearbyBasesSet),
+          firstDetected: new Date(),
+          lastUpdated: new Date(),
+        };
+        activeSurges.set(surgeId, alert);
+        newAlerts.push(alert);
+      }
+    }
+
+    if (fighterCount >= baseline.fighter * SURGE_THRESHOLD && fighterCount >= 4) {
+      const surgeId = `fighter-${theaterId}`;
+      const surgeMultiple = fighterCount / baseline.fighter;
+
+      if (!activeSurges.has(surgeId)) {
+        const alert: SurgeAlert = {
+          id: surgeId,
+          theater,
+          type: 'fighter',
+          currentCount: fighterCount,
+          baselineCount: Math.round(baseline.fighter),
+          surgeMultiple,
+          aircraftTypes,
+          nearbyBases: Array.from(nearbyBasesSet),
+          firstDetected: new Date(),
+          lastUpdated: new Date(),
+        };
+        activeSurges.set(surgeId, alert);
+        newAlerts.push(alert);
+      }
+    }
+  }
+
+  return newAlerts;
+}
+
+export function getActiveSurges(): SurgeAlert[] {
+  return Array.from(activeSurges.values());
+}
+
+export function getTheaterActivity(theaterId: string): TheaterActivity[] {
+  return activityHistory.get(theaterId) || [];
+}
+
+// ============ FOREIGN MILITARY CONCENTRATION DETECTION ============
+
+function getRegionForPosition(lat: number, lon: number): GeoRegion | null {
+  for (const region of SENSITIVE_REGIONS) {
+    const dist = distanceKm(lat, lon, region.lat, region.lon);
+    if (dist <= region.radiusKm) {
+      return region;
+    }
+  }
+  return null;
+}
+
+function isHomeRegion(operator: MilitaryOperator, regionId: string): boolean {
+  const config = OPERATOR_HOMES.find(o => o.operator === operator);
+  if (!config) return true; // Unknown operator - don't alert
+  return config.homeRegions.includes(regionId);
+}
+
+function getOperatorThreshold(operator: MilitaryOperator): number {
+  const config = OPERATOR_HOMES.find(o => o.operator === operator);
+  return config?.alertThreshold ?? 3;
+}
+
+function getOperatorCountry(operator: MilitaryOperator): string {
+  const config = OPERATOR_HOMES.find(o => o.operator === operator);
+  return config?.country ?? 'Unknown';
+}
+
+export function detectForeignMilitaryPresence(flights: MilitaryFlight[]): ForeignPresenceAlert[] {
+  const newAlerts: ForeignPresenceAlert[] = [];
+
+  // Group flights by operator and region
+  const presenceMap = new Map<string, { operator: MilitaryOperator; region: GeoRegion; flights: MilitaryFlight[] }>();
+
+  for (const flight of flights) {
+    const region = getRegionForPosition(flight.lat, flight.lon);
+    if (!region) continue;
+
+    // Skip if this is a home region for this operator
+    if (isHomeRegion(flight.operator, region.id)) continue;
+
+    const key = `${flight.operator}-${region.id}`;
+    const existing = presenceMap.get(key);
+    if (existing) {
+      existing.flights.push(flight);
+    } else {
+      presenceMap.set(key, { operator: flight.operator, region, flights: [flight] });
+    }
+  }
+
+  // Check for concentrations above threshold
+  for (const [key, presence] of presenceMap) {
+    const threshold = getOperatorThreshold(presence.operator);
+    if (presence.flights.length < threshold) continue;
+
+    // Check if we've already alerted on this (within last 2 hours)
+    const alertKey = `${key}-${Math.floor(Date.now() / (2 * 60 * 60 * 1000))}`;
+    if (seenForeignAlerts.has(alertKey)) continue;
+    seenForeignAlerts.add(alertKey);
+
+    const alert: ForeignPresenceAlert = {
+      id: key,
+      operator: presence.operator,
+      operatorCountry: getOperatorCountry(presence.operator),
+      region: presence.region,
+      aircraftCount: presence.flights.length,
+      flights: presence.flights,
+      firstDetected: new Date(),
+    };
+
+    activeForeignPresence.set(key, alert);
+    newAlerts.push(alert);
+  }
+
+  return newAlerts;
+}
+
+// Map operator country names to ISO codes for focal point lookup
+const COUNTRY_TO_ISO: Record<string, string> = {
+  'USA': 'US',
+  'Russia': 'RU',
+  'China': 'CN',
+  'Israel': 'IL',
+  'Iran': 'IR',
+  'UK': 'GB',
+  'France': 'FR',
+  'Germany': 'DE',
+  'Taiwan': 'TW',
+  'Ukraine': 'UA',
+  'Saudi Arabia': 'SA',
+};
+
+// Map regions to affected countries (for news correlation)
+const REGION_AFFECTED_COUNTRIES: Record<string, string[]> = {
+  'persian-gulf': ['IR', 'SA'],
+  'strait-hormuz': ['IR'],
+  'iran-border': ['IR', 'IL'],
+  'baltics': ['RU', 'UA'],
+  'poland-border': ['RU', 'UA'],
+  'black-sea': ['RU', 'UA'],
+  'taiwan-strait': ['TW', 'CN'],
+  'south-china-sea': ['CN', 'TW'],
+  'east-med': ['IL', 'IR'],
+  'alaska-adiz': ['RU'],
+};
+
+export function foreignPresenceToSignal(alert: ForeignPresenceAlert): {
+  id: string;
+  type: SignalType;
+  source: string;
+  title: string;
+  description: string;
+  severity: 'critical' | 'high' | 'medium' | 'low';
+  confidence: number;
+  category: string;
+  timestamp: Date;
+  location?: { lat: number; lon: number; name: string };
+  data: Record<string, unknown>;
+  metadata: Record<string, unknown>;
+} {
+  const aircraftTypes = new Map<string, number>();
+  const callsigns: string[] = [];
+
+  for (const flight of alert.flights) {
+    const typeKey = flight.aircraftModel || flight.aircraftType || 'unknown';
+    aircraftTypes.set(typeKey, (aircraftTypes.get(typeKey) || 0) + 1);
+    callsigns.push(flight.callsign);
+  }
+
+  const aircraftList = Array.from(aircraftTypes.entries())
+    .sort((a, b) => b[1] - a[1])
+    .slice(0, 3)
+    .map(([type, count]) => `${count}x ${type}`)
+    .join(', ');
+
+  // Severity based on operator and region sensitivity
+  const criticalCombos = [
+    ['vks', 'baltics'], ['vks', 'poland-border'], ['vks', 'alaska-adiz'],
+    ['plaaf', 'taiwan-strait'], ['plan', 'taiwan-strait'],
+    ['usaf', 'iran-border'], ['usn', 'persian-gulf'], ['iaf', 'iran-border'],
+  ];
+
+  const isCritical = criticalCombos.some(
+    ([op, reg]) => alert.operator === op && alert.region.id === reg
+  );
+
+  const severity = isCritical ? 'critical' :
+    alert.aircraftCount >= 5 ? 'high' : 'medium';
+
+  const confidence = Math.min(0.95, 0.7 + alert.aircraftCount * 0.05);
+
+  // Gather relevant countries for focal point lookup
+  const relevantCountries: string[] = [];
+  const operatorISO = COUNTRY_TO_ISO[alert.operatorCountry];
+  if (operatorISO) relevantCountries.push(operatorISO);
+
+  const affectedCountries = REGION_AFFECTED_COUNTRIES[alert.region.id] || [];
+  for (const iso of affectedCountries) {
+    if (!relevantCountries.includes(iso)) {
+      relevantCountries.push(iso);
+    }
+  }
+
+  // Get news correlation from focal point detector
+  const newsContext = focalPointDetector.getNewsCorrelationContext(relevantCountries);
+
+  // Build enhanced description with news correlation
+  let description = `${alert.aircraftCount} ${alert.operatorCountry} aircraft detected in ${alert.region.name}. ` +
+    `${aircraftList}. Callsigns: ${callsigns.slice(0, 4).join(', ')}${callsigns.length > 4 ? '...' : ''}`;
+
+  // Check for critical focal points in affected region
+  const focalPointContexts: string[] = [];
+  for (const iso of relevantCountries) {
+    const fp = focalPointDetector.getFocalPointForCountry(iso);
+    if (fp && fp.newsMentions > 0) {
+      focalPointContexts.push(`${fp.displayName}: ${fp.newsMentions} news mentions (${fp.urgency})`);
+    }
+  }
+
+  const metadata: Record<string, unknown> = {
+    operator: alert.operator,
+    operatorCountry: alert.operatorCountry,
+    regionId: alert.region.id,
+    regionName: alert.region.name,
+    lat: alert.region.lat,
+    lon: alert.region.lon,
+    aircraftCount: alert.aircraftCount,
+    aircraftTypes: Object.fromEntries(aircraftTypes),
+    callsigns,
+    relevantCountries,
+    newsCorrelation: newsContext,
+    focalPointContext: focalPointContexts.length > 0 ? focalPointContexts : null,
+  };
+
+  return {
+    id: `foreign-${alert.id}-${alert.firstDetected.getTime()}`,
+    type: 'military_surge',
+    source: 'Military Flight Tracking',
+    title: `🚨 ${alert.operatorCountry} Military in ${alert.region.name}`,
+    description,
+    severity,
+    confidence,
+    category: 'military',
+    timestamp: alert.firstDetected,
+    location: {
+      lat: alert.region.lat,
+      lon: alert.region.lon,
+      name: alert.region.name,
+    },
+    data: metadata,
+    metadata,
+  };
+}
+
+export function getActiveForeignPresence(): ForeignPresenceAlert[] {
+  return Array.from(activeForeignPresence.values());
+}
+
+// ============ SURGE DETECTION (baseline-based) ============
+
+export function surgeAlertToSignal(surge: SurgeAlert): {
+  id: string;
+  type: SignalType;
+  source: string;
+  title: string;
+  description: string;
+  severity: 'critical' | 'high' | 'medium' | 'low';
+  confidence: number;
+  category: string;
+  timestamp: Date;
+  location?: { lat: number; lon: number; name: string };
+  data: Record<string, unknown>;
+  metadata: Record<string, unknown>;
+} {
+  const typeLabels = {
+    airlift: '🛫 Military Airlift Surge',
+    fighter: '✈️ Fighter Deployment Surge',
+    reconnaissance: '🔭 Reconnaissance Surge',
+  };
+
+  const aircraftList = Array.from(surge.aircraftTypes.entries())
+    .sort((a, b) => b[1] - a[1])
+    .slice(0, 3)
+    .map(([type, count]) => `${count}x ${type}`)
+    .join(', ');
+
+  const severity = surge.surgeMultiple >= 4 ? 'critical' :
+    surge.surgeMultiple >= 3 ? 'high' : 'medium';
+
+  const confidence = Math.min(0.95, 0.6 + (surge.surgeMultiple - 2) * 0.1);
+
+  const metadata = {
+    theaterId: surge.theater.id,
+    surgeType: surge.type,
+    currentCount: surge.currentCount,
+    baselineCount: surge.baselineCount,
+    surgeMultiple: surge.surgeMultiple,
+    aircraftTypes: Object.fromEntries(surge.aircraftTypes),
+    nearbyBases: surge.nearbyBases,
+  };
+
+  return {
+    id: `surge-${surge.id}-${surge.firstDetected.getTime()}`,
+    type: 'military_surge',
+    source: 'Military Flight Tracking',
+    title: `${typeLabels[surge.type]} - ${surge.theater.name}`,
+    description: `${surge.currentCount} ${surge.type} aircraft detected (${surge.surgeMultiple.toFixed(1)}x baseline). ` +
+      `${aircraftList}. Near: ${surge.nearbyBases.slice(0, 3).join(', ')}`,
+    severity,
+    confidence,
+    category: 'military',
+    timestamp: surge.firstDetected,
+    location: {
+      lat: surge.theater.centerLat,
+      lon: surge.theater.centerLon,
+      name: surge.theater.name,
+    },
+    data: metadata,
+    metadata,
+  };
+}
+
+// ============ THEATER POSTURE AGGREGATION ============
+
+interface PostureTheater {
+  id: string;
+  name: string;
+  shortName: string;
+  targetNation: string | null;
+  regions: string[];
+  bounds: { north: number; south: number; east: number; west: number };
+  thresholds: { elevated: number; critical: number };
+  navalThresholds: { elevated: number; critical: number };
+  strikeIndicators: { minTankers: number; minAwacs: number; minFighters: number };
+}
+
+const POSTURE_THEATERS: PostureTheater[] = [
+  {
+    id: 'iran-theater',
+    name: 'Iran Theater',
+    shortName: 'IRAN',
+    targetNation: 'Iran',
+    regions: ['persian-gulf', 'strait-hormuz', 'iran-border'],
+    bounds: { north: 42, south: 20, east: 65, west: 30 },
+    thresholds: { elevated: 8, critical: 20 },
+    navalThresholds: { elevated: 2, critical: 5 },  // Low: AIS coverage poor in Persian Gulf, military vessels go dark
+    strikeIndicators: { minTankers: 2, minAwacs: 1, minFighters: 5 },
+  },
+  {
+    id: 'taiwan-theater',
+    name: 'Taiwan Strait',
+    shortName: 'TAIWAN',
+    targetNation: 'Taiwan',
+    regions: ['taiwan-strait', 'south-china-sea'],
+    bounds: { north: 30, south: 18, east: 130, west: 115 },
+    thresholds: { elevated: 6, critical: 15 },
+    navalThresholds: { elevated: 4, critical: 10 },
+    strikeIndicators: { minTankers: 1, minAwacs: 1, minFighters: 4 },
+  },
+  {
+    id: 'baltic-theater',
+    name: 'Baltic Theater',
+    shortName: 'BALTIC',
+    targetNation: null,
+    regions: ['baltics', 'poland-border', 'kaliningrad'],
+    bounds: { north: 65, south: 52, east: 32, west: 10 },
+    thresholds: { elevated: 5, critical: 12 },
+    navalThresholds: { elevated: 3, critical: 8 },
+    strikeIndicators: { minTankers: 1, minAwacs: 1, minFighters: 3 },
+  },
+  {
+    id: 'blacksea-theater',
+    name: 'Black Sea',
+    shortName: 'BLACK SEA',
+    targetNation: null,
+    regions: ['black-sea'],
+    bounds: { north: 48, south: 40, east: 42, west: 26 },
+    thresholds: { elevated: 4, critical: 10 },
+    navalThresholds: { elevated: 3, critical: 6 },
+    strikeIndicators: { minTankers: 1, minAwacs: 1, minFighters: 3 },
+  },
+  {
+    id: 'korea-theater',
+    name: 'Korean Peninsula',
+    shortName: 'KOREA',
+    targetNation: 'North Korea',
+    regions: ['korean-dmz', 'sea-of-japan'],
+    bounds: { north: 43, south: 33, east: 132, west: 124 },
+    thresholds: { elevated: 5, critical: 12 },
+    navalThresholds: { elevated: 3, critical: 8 },
+    strikeIndicators: { minTankers: 1, minAwacs: 1, minFighters: 3 },
+  },
+  {
+    id: 'south-china-sea',
+    name: 'South China Sea',
+    shortName: 'SCS',
+    targetNation: null,
+    regions: ['south-china-sea', 'spratly-islands'],
+    bounds: { north: 25, south: 5, east: 121, west: 105 },
+    thresholds: { elevated: 6, critical: 15 },
+    navalThresholds: { elevated: 4, critical: 10 },
+    strikeIndicators: { minTankers: 1, minAwacs: 1, minFighters: 4 },
+  },
+  {
+    id: 'east-med-theater',
+    name: 'Eastern Mediterranean',
+    shortName: 'E.MED',
+    targetNation: null,
+    regions: ['eastern-med', 'levant'],
+    bounds: { north: 37, south: 33, east: 37, west: 25 },
+    thresholds: { elevated: 4, critical: 10 },
+    navalThresholds: { elevated: 3, critical: 6 },
+    strikeIndicators: { minTankers: 1, minAwacs: 1, minFighters: 3 },
+  },
+  {
+    id: 'israel-gaza-theater',
+    name: 'Israel/Gaza',
+    shortName: 'GAZA',
+    targetNation: 'Gaza',
+    regions: ['israel', 'gaza', 'west-bank'],
+    bounds: { north: 33, south: 29, east: 36, west: 33 },
+    thresholds: { elevated: 3, critical: 8 },
+    navalThresholds: { elevated: 2, critical: 5 },
+    strikeIndicators: { minTankers: 1, minAwacs: 1, minFighters: 3 },
+  },
+  {
+    id: 'yemen-redsea-theater',
+    name: 'Yemen/Red Sea',
+    shortName: 'RED SEA',
+    targetNation: 'Yemen',
+    regions: ['yemen', 'red-sea', 'bab-el-mandeb'],
+    bounds: { north: 22, south: 11, east: 54, west: 32 },
+    thresholds: { elevated: 4, critical: 10 },
+    navalThresholds: { elevated: 3, critical: 8 },
+    strikeIndicators: { minTankers: 1, minAwacs: 1, minFighters: 3 },
+  },
+];
+
+export interface TheaterPostureSummary {
+  theaterId: string;
+  theaterName: string;
+  shortName: string;
+  targetNation: string | null;
+  // Aircraft counts
+  fighters: number;
+  tankers: number;
+  awacs: number;
+  reconnaissance: number;
+  transport: number;
+  bombers: number;
+  drones: number;
+  totalAircraft: number;
+  // Naval vessel counts (added client-side)
+  destroyers: number;
+  frigates: number;
+  carriers: number;
+  submarines: number;
+  patrol: number;
+  auxiliaryVessels: number;
+  totalVessels: number;
+  // Combined
+  byOperator: Record<string, number>;
+  postureLevel: 'normal' | 'elevated' | 'critical';
+  strikeCapable: boolean;
+  trend: 'increasing' | 'stable' | 'decreasing';
+  changePercent: number;
+  summary: string;
+  headline: string;
+  centerLat: number;
+  centerLon: number;
+  // Theater bounds for vessel matching
+  bounds?: { north: number; south: number; east: number; west: number };
+}
+
+export function getTheaterPostureSummaries(flights: MilitaryFlight[]): TheaterPostureSummary[] {
+  const summaries: TheaterPostureSummary[] = [];
+
+  for (const theater of POSTURE_THEATERS) {
+    const theaterFlights = flights.filter(
+      (f) =>
+        f.lat >= theater.bounds.south &&
+        f.lat <= theater.bounds.north &&
+        f.lon >= theater.bounds.west &&
+        f.lon <= theater.bounds.east
+    );
+
+    const byType = {
+      fighters: theaterFlights.filter((f) => f.aircraftType === 'fighter').length,
+      tankers: theaterFlights.filter((f) => f.aircraftType === 'tanker').length,
+      awacs: theaterFlights.filter((f) => f.aircraftType === 'awacs').length,
+      reconnaissance: theaterFlights.filter((f) => f.aircraftType === 'reconnaissance').length,
+      transport: theaterFlights.filter((f) => f.aircraftType === 'transport').length,
+      bombers: theaterFlights.filter((f) => f.aircraftType === 'bomber').length,
+      drones: theaterFlights.filter((f) => f.aircraftType === 'drone').length,
+    };
+
+    const total = Object.values(byType).reduce((a, b) => a + b, 0);
+
+    const byOperator: Record<string, number> = {};
+    for (const f of theaterFlights) {
+      byOperator[f.operator] = (byOperator[f.operator] || 0) + 1;
+    }
+
+    const postureLevel: 'normal' | 'elevated' | 'critical' =
+      total >= theater.thresholds.critical
+        ? 'critical'
+        : total >= theater.thresholds.elevated
+          ? 'elevated'
+          : 'normal';
+
+    const strikeCapable =
+      byType.tankers >= theater.strikeIndicators.minTankers &&
+      byType.awacs >= theater.strikeIndicators.minAwacs &&
+      byType.fighters >= theater.strikeIndicators.minFighters;
+
+    const history = activityHistory.get(theater.id) || [];
+    const recent = history.slice(-6);
+    const older = history.slice(-12, -6);
+    const recentAvg =
+      recent.length > 0 ? recent.reduce((a, b) => a + b.totalMilitary, 0) / recent.length : total;
+    const olderAvg =
+      older.length > 0 ? older.reduce((a, b) => a + b.totalMilitary, 0) / older.length : total;
+    const changePercent = olderAvg > 0 ? Math.round(((recentAvg - olderAvg) / olderAvg) * 100) : 0;
+    const trend: 'increasing' | 'stable' | 'decreasing' =
+      changePercent > 10 ? 'increasing' : changePercent < -10 ? 'decreasing' : 'stable';
+
+    const parts: string[] = [];
+    if (byType.fighters > 0) parts.push(`${byType.fighters} fighters`);
+    if (byType.tankers > 0) parts.push(`${byType.tankers} tankers`);
+    if (byType.awacs > 0) parts.push(`${byType.awacs} AWACS`);
+    if (byType.reconnaissance > 0) parts.push(`${byType.reconnaissance} recon`);
+    const summary = parts.join(', ') || 'No military aircraft';
+
+    const headline =
+      postureLevel === 'critical'
+        ? `Critical military buildup - ${theater.name}`
+        : postureLevel === 'elevated'
+          ? `Elevated military activity - ${theater.name}`
+          : `Normal activity - ${theater.name}`;
+
+    summaries.push({
+      theaterId: theater.id,
+      theaterName: theater.name,
+      shortName: theater.shortName,
+      targetNation: theater.targetNation,
+      // Aircraft
+      fighters: byType.fighters,
+      tankers: byType.tankers,
+      awacs: byType.awacs,
+      reconnaissance: byType.reconnaissance,
+      transport: byType.transport,
+      bombers: byType.bombers,
+      drones: byType.drones,
+      totalAircraft: total,
+      // Vessels (populated client-side)
+      destroyers: 0,
+      frigates: 0,
+      carriers: 0,
+      submarines: 0,
+      patrol: 0,
+      auxiliaryVessels: 0,
+      totalVessels: 0,
+      // Metadata
+      byOperator,
+      postureLevel,
+      strikeCapable,
+      trend,
+      changePercent,
+      summary,
+      headline,
+      centerLat: (theater.bounds.north + theater.bounds.south) / 2,
+      centerLon: (theater.bounds.east + theater.bounds.west) / 2,
+      bounds: theater.bounds,
+    });
+  }
+
+  return summaries;
+}
+
+/**
+ * Map theater target nations to ISO2 country codes for CII lookup.
+ */
+const TARGET_NATION_CODES: Record<string, string> = {
+  'Iran': 'IR',
+  'Taiwan': 'TW',
+  'North Korea': 'KP',
+  'Gaza': 'PS',
+  'Yemen': 'YE',
+};
+
+/**
+ * Recalculate posture level after vessels have been merged into summaries.
+ * Uses "either triggers" logic: if aircraft OR vessels exceed thresholds, level escalates.
+ * CII boost: theaters whose target nation has CII ≥ 70 get elevated, ≥ 85 get critical.
+ */
+export function recalcPostureWithVessels(postures: TheaterPostureSummary[]): void {
+  for (const p of postures) {
+    const theater = POSTURE_THEATERS.find((t) => t.id === p.theaterId);
+    if (!theater) continue;
+
+    const airLevel: 0 | 1 | 2 =
+      p.totalAircraft >= theater.thresholds.critical ? 2
+        : p.totalAircraft >= theater.thresholds.elevated ? 1 : 0;
+
+    const navalLevel: 0 | 1 | 2 =
+      p.totalVessels >= theater.navalThresholds.critical ? 2
+        : p.totalVessels >= theater.navalThresholds.elevated ? 1 : 0;
+
+    // CII boost: high instability in target nation elevates theater posture
+    let ciiLevel: 0 | 1 | 2 = 0;
+    if (theater.targetNation) {
+      const code = TARGET_NATION_CODES[theater.targetNation];
+      if (code) {
+        const cii = getCountryScore(code);
+        if (cii !== null) {
+          ciiLevel = cii >= 85 ? 2 : cii >= 70 ? 1 : 0;
+        }
+      }
+    }
+
+    const combined = Math.max(airLevel, navalLevel, ciiLevel) as 0 | 1 | 2;
+    p.postureLevel = combined === 2 ? 'critical' : combined === 1 ? 'elevated' : 'normal';
+
+    // Rebuild headline with combined context
+    const parts: string[] = [];
+    if (p.totalAircraft > 0) parts.push(`${p.totalAircraft} aircraft`);
+    if (p.totalVessels > 0) parts.push(`${p.totalVessels} vessels`);
+    const assetSummary = parts.join(' + ') || 'No assets';
+
+    p.headline =
+      p.postureLevel === 'critical'
+        ? `Critical military buildup - ${p.theaterName} (${assetSummary})`
+        : p.postureLevel === 'elevated'
+          ? `Elevated military activity - ${p.theaterName} (${assetSummary})`
+          : `Normal activity - ${p.theaterName}`;
+  }
+}
+
+export function getCriticalPostures(flights: MilitaryFlight[]): TheaterPostureSummary[] {
+  return getTheaterPostureSummaries(flights).filter(
+    (p) => p.postureLevel === 'critical' || (p.postureLevel === 'elevated' && p.strikeCapable)
+  );
+}
diff --git a/src/services/military-vessels.ts b/src/services/military-vessels.ts
new file mode 100644
index 000000000..af2a8739e
--- /dev/null
+++ b/src/services/military-vessels.ts
@@ -0,0 +1,628 @@
+import type { MilitaryVessel, MilitaryVesselCluster, MilitaryVesselType, MilitaryOperator } from '@/types';
+import { createCircuitBreaker } from '@/utils';
+import {
+  KNOWN_NAVAL_VESSELS,
+  MILITARY_VESSEL_PATTERNS,
+  getNearbyHotspot,
+  MILITARY_HOTSPOTS,
+} from '@/config/military';
+import {
+  registerAisCallback,
+  unregisterAisCallback,
+  isAisConfigured,
+  initAisStream,
+  type AisPositionData,
+} from './ais';
+
+// Cache for API responses
+let vesselCache: { data: MilitaryVessel[]; timestamp: number } | null = null;
+
+// In-memory vessel tracking
+const trackedVessels = new Map<string, MilitaryVessel>();
+const vesselHistory = new Map<string, { positions: [number, number][]; lastUpdate: number }>();
+const HISTORY_MAX_POINTS = 30;
+const HISTORY_CLEANUP_INTERVAL = 10 * 60 * 1000; // 10 minutes
+const VESSEL_STALE_TIME = 60 * 60 * 1000; // 1 hour - consider vessel stale
+
+// Tracking state
+let isTracking = false;
+let messageCount = 0;
+
+// Circuit breaker
+const breaker = createCircuitBreaker<{ vessels: MilitaryVessel[]; clusters: MilitaryVesselCluster[] }>({
+  name: 'Military Vessel Tracking',
+  maxFailures: 3,
+  cooldownMs: 5 * 60 * 1000,
+  cacheTtlMs: 5 * 60 * 1000,
+});
+
+// Strategic chokepoints for naval monitoring
+const NAVAL_CHOKEPOINTS = [
+  { name: 'Strait of Hormuz', lat: 26.5, lon: 56.5, radius: 2 },
+  { name: 'Suez Canal', lat: 30.0, lon: 32.5, radius: 1 },
+  { name: 'Strait of Malacca', lat: 2.5, lon: 101.5, radius: 2 },
+  { name: 'Bab el-Mandeb', lat: 12.5, lon: 43.5, radius: 1.5 },
+  { name: 'Panama Canal', lat: 9.0, lon: -79.5, radius: 1 },
+  { name: 'Taiwan Strait', lat: 24.5, lon: 119.5, radius: 2 },
+  { name: 'South China Sea', lat: 15.0, lon: 115.0, radius: 5 },
+  { name: 'Black Sea', lat: 43.5, lon: 34.0, radius: 3 },
+  { name: 'Baltic Sea', lat: 58.0, lon: 20.0, radius: 4 },
+  { name: 'Sea of Japan', lat: 40.0, lon: 135.0, radius: 4 },
+  { name: 'Persian Gulf', lat: 26.5, lon: 52.0, radius: 4 },
+  { name: 'Eastern Mediterranean', lat: 34.5, lon: 33.0, radius: 3 },
+];
+
+// Naval base locations for proximity detection
+const NAVAL_BASES = [
+  { name: 'Norfolk Naval Station', lat: 36.95, lon: -76.30, country: 'USA' },
+  { name: 'San Diego Naval Base', lat: 32.68, lon: -117.15, country: 'USA' },
+  { name: 'Pearl Harbor', lat: 21.35, lon: -157.95, country: 'USA' },
+  { name: 'Yokosuka Naval Base', lat: 35.29, lon: 139.67, country: 'Japan' },
+  { name: 'Qingdao Naval Base', lat: 36.07, lon: 120.38, country: 'China' },
+  { name: 'Sevastopol', lat: 44.62, lon: 33.53, country: 'Russia' },
+  { name: 'Portsmouth Naval Base', lat: 50.80, lon: -1.10, country: 'UK' },
+  { name: 'Toulon Naval Base', lat: 43.12, lon: 5.93, country: 'France' },
+  { name: 'Tartus Naval Base', lat: 34.89, lon: 35.87, country: 'Syria' },
+  { name: 'Zhanjiang Naval Base', lat: 21.20, lon: 110.40, country: 'China' },
+  { name: 'Vladivostok', lat: 43.12, lon: 131.90, country: 'Russia' },
+  { name: 'Diego Garcia', lat: -7.32, lon: 72.42, country: 'UK/USA' },
+];
+
+/**
+ * MMSI number analysis for military/government vessels
+ * MMSI format: MIDXXXXXX where MID = Maritime Identification Digits
+ * Ship type is indicated by AIS message, but MMSI can hint at special vessels
+ */
+function analyzeMmsi(mmsi: string): { isPotentialMilitary: boolean; country?: string } {
+  if (!mmsi || mmsi.length < 9) return { isPotentialMilitary: false };
+
+  const mid = mmsi.substring(0, 3);
+
+  // MIDs for countries with significant navies
+  const militaryMids: Record<string, string> = {
+    '201': 'Albania', '202': 'Andorra', '203': 'Austria',
+    '211': 'Germany', '212': 'Cyprus', '213': 'Georgia',
+    '214': 'Moldova', '215': 'Malta', '216': 'Armenia',
+    '218': 'Germany', '219': 'Denmark', '220': 'Denmark',
+    '224': 'Spain', '225': 'Spain', '226': 'France',
+    '227': 'France', '228': 'France', '229': 'Malta',
+    '230': 'Finland', '231': 'Faroe', '232': 'UK',
+    '233': 'UK', '234': 'UK', '235': 'UK',
+    '236': 'Gibraltar', '237': 'Greece', '238': 'Croatia',
+    '239': 'Greece', '240': 'Greece', '241': 'Greece',
+    '242': 'Morocco', '243': 'Hungary', '244': 'Netherlands',
+    '245': 'Netherlands', '246': 'Netherlands', '247': 'Italy',
+    '248': 'Malta', '249': 'Malta', '250': 'Ireland',
+    '255': 'Portugal', '256': 'Malta', '257': 'Norway',
+    '258': 'Norway', '259': 'Norway', '261': 'Poland',
+    '263': 'Portugal', '264': 'Romania', '265': 'Sweden',
+    '266': 'Sweden', '267': 'Slovakia', '268': 'San Marino',
+    '269': 'Switzerland', '270': 'Czechia', '271': 'Turkey',
+    '272': 'Ukraine', '273': 'Russia', '274': 'North Macedonia',
+    '275': 'Latvia', '276': 'Estonia', '277': 'Lithuania',
+    '278': 'Slovenia', '279': 'Serbia',
+    '301': 'Anguilla', '303': 'Alaska',
+    '304': 'Antigua', '305': 'Antigua', '306': 'Sint Maarten',
+    '307': 'Aruba', '308': 'Bahamas', '309': 'Bahamas',
+    '310': 'Bermuda', '311': 'Bahamas', '312': 'Belize',
+    '314': 'Barbados', '316': 'Canada',
+    '319': 'Cayman', '321': 'Costa Rica', '323': 'Cuba',
+    '325': 'Dominica', '327': 'Dominican Rep', '329': 'Guadeloupe',
+    '330': 'Grenada', '331': 'Greenland', '332': 'Guatemala',
+    '334': 'Honduras', '336': 'Haiti', '338': 'USA',
+    '339': 'Jamaica', '341': 'St Kitts', '343': 'St Lucia',
+    '345': 'Mexico', '347': 'Martinique', '348': 'Montserrat',
+    '350': 'Nicaragua', '351': 'Panama', '352': 'Panama',
+    '353': 'Panama', '354': 'Panama', '355': 'Panama',
+    '356': 'Panama', '357': 'Panama', '358': 'Puerto Rico',
+    '359': 'El Salvador', '361': 'St Pierre', '362': 'Trinidad',
+    '364': 'Turks Caicos', '366': 'USA', '367': 'USA',
+    '368': 'USA', '369': 'USA', '370': 'Panama',
+    '371': 'Panama', '372': 'Panama', '373': 'Panama',
+    '374': 'Panama', '375': 'St Vincent', '376': 'St Vincent',
+    '377': 'St Vincent', '378': 'BVI', '379': 'USVI',
+    '401': 'Afghanistan', '403': 'Saudi Arabia', '405': 'Bangladesh',
+    '408': 'Bahrain', '410': 'Bhutan', '412': 'China',
+    '413': 'China', '414': 'China', '416': 'Taiwan',
+    '417': 'Sri Lanka', '419': 'India', '422': 'Iran',
+    '423': 'Azerbaijan', '425': 'Iraq', '428': 'Israel',
+    '431': 'Japan', '432': 'Japan', '434': 'Turkmenistan',
+    '436': 'Kazakhstan', '437': 'Uzbekistan', '438': 'Jordan',
+    '440': 'South Korea', '441': 'South Korea', '443': 'Palestine',
+    '445': 'North Korea', '447': 'Kuwait', '450': 'Lebanon',
+    '451': 'Kyrgyzstan', '453': 'Macau', '455': 'Maldives',
+    '457': 'Mongolia', '459': 'Nepal', '461': 'Oman',
+    '463': 'Pakistan', '466': 'Qatar', '468': 'Syria',
+    '470': 'UAE', '472': 'Tajikistan', '473': 'Yemen',
+    '475': 'Yemen', '477': 'Hong Kong',
+    '501': 'France Adelie', '503': 'Australia',
+    '506': 'Myanmar', '508': 'Brunei', '510': 'Micronesia',
+    '511': 'Palau', '512': 'New Zealand', '514': 'Cambodia',
+    '515': 'Cambodia', '516': 'Christmas Is', '518': 'Cook Is',
+    '520': 'Fiji', '523': 'Cocos', '525': 'Indonesia',
+    '529': 'Kiribati', '531': 'Laos', '533': 'Malaysia',
+    '536': 'N Mariana', '538': 'Marshall Is', '540': 'New Caledonia',
+    '542': 'Niue', '544': 'Nauru', '546': 'French Polynesia',
+    '548': 'Philippines', '553': 'Papua NG', '555': 'Pitcairn',
+    '557': 'Solomon Is', '559': 'Am Samoa', '561': 'Samoa',
+    '563': 'Singapore', '564': 'Singapore', '565': 'Singapore',
+    '566': 'Singapore', '567': 'Thailand', '570': 'Tonga',
+    '572': 'Tuvalu', '574': 'Vietnam', '576': 'Vanuatu',
+    '577': 'Vanuatu', '578': 'Wallis',
+  };
+
+  const country = militaryMids[mid];
+
+  // Check for military vessel patterns
+  for (const pattern of MILITARY_VESSEL_PATTERNS) {
+    if (pattern.mmsiPrefix && mmsi.startsWith(pattern.mmsiPrefix)) {
+      return { isPotentialMilitary: true, country: pattern.country };
+    }
+  }
+
+  // Check last digits - some patterns indicate warships
+  // Government vessels often have specific MMSI patterns
+  const suffix = mmsi.substring(3);
+  if (suffix.startsWith('00') || suffix.startsWith('99')) {
+    return { isPotentialMilitary: true, country };
+  }
+
+  return { isPotentialMilitary: false, country };
+}
+
+/**
+ * Match vessel name against known military vessels
+ */
+function matchKnownVessel(name: string): typeof KNOWN_NAVAL_VESSELS[number] | undefined {
+  if (!name) return undefined;
+
+  const normalized = name.toUpperCase().trim();
+
+  for (const vessel of KNOWN_NAVAL_VESSELS) {
+    if (normalized.includes(vessel.name.toUpperCase()) ||
+        (vessel.hullNumber && normalized.includes(vessel.hullNumber))) {
+      return vessel;
+    }
+  }
+
+  // Check for common naval prefixes
+  const navalPrefixes = ['USS', 'HMS', 'HMCS', 'HMAS', 'INS', 'JS', 'ROKS', 'TCG'];
+  for (const prefix of navalPrefixes) {
+    if (normalized.startsWith(prefix + ' ')) {
+      // Known pattern but not in our database
+      return undefined;
+    }
+  }
+
+  return undefined;
+}
+
+/**
+ * Map AIS ship type code to human-readable name
+ */
+function getAisShipTypeName(shipType: number | undefined): string | undefined {
+  if (shipType === undefined || shipType === null) return undefined;
+
+  const aisTypeMap: Record<number, string> = {
+    0: 'Not Available',
+    20: 'Wing in Ground',
+    21: 'Wing in Ground (Hazardous A)',
+    22: 'Wing in Ground (Hazardous B)',
+    23: 'Wing in Ground (Hazardous C)',
+    24: 'Wing in Ground (Hazardous D)',
+    30: 'Fishing',
+    31: 'Towing',
+    32: 'Towing (Large)',
+    33: 'Dredging/Underwater Ops',
+    34: 'Diving Ops',
+    35: 'Military Ops',
+    36: 'Sailing',
+    37: 'Pleasure Craft',
+    40: 'High Speed Craft',
+    41: 'High Speed Craft (Hazardous A)',
+    42: 'High Speed Craft (Hazardous B)',
+    43: 'High Speed Craft (Hazardous C)',
+    44: 'High Speed Craft (Hazardous D)',
+    50: 'Pilot Vessel',
+    51: 'Search & Rescue',
+    52: 'Tug',
+    53: 'Port Tender',
+    54: 'Anti-Pollution',
+    55: 'Law Enforcement',
+    56: 'Local Vessel',
+    57: 'Local Vessel',
+    58: 'Medical Transport',
+    59: 'Special Craft',
+    60: 'Passenger',
+    61: 'Passenger (Hazardous A)',
+    62: 'Passenger (Hazardous B)',
+    63: 'Passenger (Hazardous C)',
+    64: 'Passenger (Hazardous D)',
+    69: 'Passenger',
+    70: 'Cargo',
+    71: 'Cargo (Hazardous A)',
+    72: 'Cargo (Hazardous B)',
+    73: 'Cargo (Hazardous C)',
+    74: 'Cargo (Hazardous D)',
+    79: 'Cargo',
+    80: 'Tanker',
+    81: 'Tanker (Hazardous A)',
+    82: 'Tanker (Hazardous B)',
+    83: 'Tanker (Hazardous C)',
+    84: 'Tanker (Hazardous D)',
+    89: 'Tanker',
+    90: 'Other',
+    91: 'Other (Hazardous A)',
+    92: 'Other (Hazardous B)',
+    93: 'Other (Hazardous C)',
+    94: 'Other (Hazardous D)',
+    99: 'Other',
+  };
+
+  // Direct match
+  if (aisTypeMap[shipType]) return aisTypeMap[shipType];
+
+  // Range-based fallbacks
+  if (shipType >= 20 && shipType <= 29) return 'Wing in Ground';
+  if (shipType >= 40 && shipType <= 49) return 'High Speed Craft';
+  if (shipType >= 60 && shipType <= 69) return 'Passenger';
+  if (shipType >= 70 && shipType <= 79) return 'Cargo';
+  if (shipType >= 80 && shipType <= 89) return 'Tanker';
+  if (shipType >= 90 && shipType <= 99) return 'Other';
+
+  return undefined;
+}
+
+/**
+ * Determine vessel type from AIS ship type code
+ */
+function getVesselTypeFromAis(shipType: number): MilitaryVesselType | undefined {
+  // AIS ship type codes
+  // 35 = Military ops
+  // 50-59 = Special craft
+  // 55 = Law enforcement
+
+  if (shipType === 35) return 'destroyer'; // Generic military
+  if (shipType === 55) return 'patrol'; // Law enforcement/coast guard
+  if (shipType >= 50 && shipType <= 59) return 'special';
+
+  return undefined;
+}
+
+/**
+ * Check if vessel is near a naval base
+ */
+function getNearbyBase(lat: number, lon: number): string | undefined {
+  for (const base of NAVAL_BASES) {
+    const distance = Math.sqrt(Math.pow(lat - base.lat, 2) + Math.pow(lon - base.lon, 2));
+    if (distance <= 0.5) { // Within ~50km
+      return base.name;
+    }
+  }
+  return undefined;
+}
+
+/**
+ * Check if vessel is near a chokepoint
+ */
+function getNearbyChokepoint(lat: number, lon: number): string | undefined {
+  for (const chokepoint of NAVAL_CHOKEPOINTS) {
+    const distance = Math.sqrt(Math.pow(lat - chokepoint.lat, 2) + Math.pow(lon - chokepoint.lon, 2));
+    if (distance <= chokepoint.radius) {
+      return chokepoint.name;
+    }
+  }
+  return undefined;
+}
+
+/**
+ * Process incoming AIS position report for military vessel detection
+ * Called via callback from shared AIS stream
+ */
+function processAisPosition(data: AisPositionData): void {
+  const mmsi = data.mmsi;
+  const name = data.name || '';
+  const lat = data.lat;
+  const lon = data.lon;
+  const now = Date.now();
+
+  if (!Number.isFinite(lat) || !Number.isFinite(lon)) return;
+
+  // Check if this is a military/government vessel
+  const mmsiAnalysis = analyzeMmsi(mmsi);
+  const knownVessel = matchKnownVessel(name);
+  const aisType = data.shipType ? getVesselTypeFromAis(data.shipType) : undefined;
+
+  // Determine if we should track this vessel
+  const isMilitary = knownVessel || mmsiAnalysis.isPotentialMilitary || aisType;
+
+  if (!isMilitary) return;
+
+  messageCount++;
+
+  // Check proximity to strategic locations
+  const nearChokepoint = getNearbyChokepoint(lat, lon);
+  const nearBase = getNearbyBase(lat, lon);
+  const nearHotspot = getNearbyHotspot(lat, lon);
+
+  // Update vessel history for trails
+  let history = vesselHistory.get(mmsi);
+  if (!history) {
+    history = { positions: [], lastUpdate: now };
+    vesselHistory.set(mmsi, history);
+  }
+  history.positions.push([lat, lon]);
+  if (history.positions.length > HISTORY_MAX_POINTS) {
+    history.positions.shift();
+  }
+  history.lastUpdate = now;
+
+  // Determine operator
+  let operator: MilitaryOperator | 'other' = 'other';
+  let operatorCountry = mmsiAnalysis.country || 'Unknown';
+
+  if (knownVessel) {
+    operator = knownVessel.operator;
+    operatorCountry = knownVessel.country;
+  }
+
+  // Check for AIS gap (dark ship detection)
+  const existingVessel = trackedVessels.get(mmsi);
+  let aisGapMinutes: number | undefined;
+  let isDark = false;
+
+  if (existingVessel) {
+    const timeSinceLastUpdate = now - existingVessel.lastAisUpdate.getTime();
+    aisGapMinutes = Math.round(timeSinceLastUpdate / (60 * 1000));
+    isDark = aisGapMinutes > 60; // 1 hour gap
+  }
+
+  // Create/update vessel record
+  const vessel: MilitaryVessel = {
+    id: `ais-${mmsi}`,
+    mmsi,
+    name: name || (knownVessel?.name || `Vessel ${mmsi}`),
+    vesselType: knownVessel?.vesselType || aisType || 'unknown',
+    aisShipType: getAisShipTypeName(data.shipType),
+    hullNumber: knownVessel?.hullNumber,
+    operator,
+    operatorCountry,
+    lat,
+    lon,
+    heading: data.heading || data.course || 0,
+    speed: data.speed || 0,
+    course: data.course,
+    lastAisUpdate: new Date(now),
+    aisGapMinutes,
+    isDark,
+    nearChokepoint,
+    nearBase,
+    track: history.positions.length > 1 ? [...history.positions] : undefined,
+    confidence: knownVessel ? 'high' : mmsiAnalysis.isPotentialMilitary ? 'medium' : 'low',
+    isInteresting: Boolean(nearHotspot?.priority === 'high' || isDark || nearChokepoint),
+    note: isDark ? 'Returned after AIS silence' : (nearChokepoint ? `Near ${nearChokepoint}` : undefined),
+  };
+
+  const previousSize = trackedVessels.size;
+  trackedVessels.set(mmsi, vessel);
+
+  // Clear stale caches when first vessels arrive or when we hit significant milestones
+  // This ensures cached empty results don't block fresh data
+  if (previousSize === 0 || (trackedVessels.size === 10 && previousSize < 10)) {
+    vesselCache = null;
+    breaker.clearCache();
+    console.log(`[Military Vessels] Cleared caches - first vessels arriving (count: ${trackedVessels.size})`);
+  }
+
+  if (messageCount % 50 === 0) {
+    console.log(`[Military Vessels] Tracking ${trackedVessels.size} military/gov vessels`);
+  }
+}
+
+
+/**
+ * Clean up stale vessels and old history
+ */
+function cleanup(): void {
+  const now = Date.now();
+  const staleCutoff = now - VESSEL_STALE_TIME;
+
+  // Remove stale vessels
+  for (const [mmsi, vessel] of trackedVessels) {
+    if (vessel.lastAisUpdate.getTime() < staleCutoff) {
+      trackedVessels.delete(mmsi);
+      vesselHistory.delete(mmsi);
+    }
+  }
+
+  // Clean up orphaned history entries
+  for (const [mmsi, history] of vesselHistory) {
+    if (history.lastUpdate < staleCutoff) {
+      vesselHistory.delete(mmsi);
+    }
+  }
+}
+
+/**
+ * Cluster nearby vessels
+ */
+function clusterVessels(vessels: MilitaryVessel[]): MilitaryVesselCluster[] {
+  const clusters: MilitaryVesselCluster[] = [];
+  const processed = new Set<string>();
+
+  for (const hotspot of MILITARY_HOTSPOTS) {
+    const nearbyVessels = vessels.filter((v) => {
+      if (processed.has(v.id)) return false;
+      const distance = Math.sqrt(Math.pow(v.lat - hotspot.lat, 2) + Math.pow(v.lon - hotspot.lon, 2));
+      return distance <= hotspot.radius;
+    });
+
+    if (nearbyVessels.length >= 2) {
+      nearbyVessels.forEach((v) => processed.add(v.id));
+
+      const avgLat = nearbyVessels.reduce((sum, v) => sum + v.lat, 0) / nearbyVessels.length;
+      const avgLon = nearbyVessels.reduce((sum, v) => sum + v.lon, 0) / nearbyVessels.length;
+
+      // Determine activity type
+      const hasCarrier = nearbyVessels.some((v) => v.vesselType === 'carrier');
+      const hasCombatants = nearbyVessels.some((v) =>
+        v.vesselType === 'destroyer' || v.vesselType === 'frigate'
+      );
+
+      let activityType: 'exercise' | 'deployment' | 'transit' | 'unknown' = 'unknown';
+      if (hasCarrier || nearbyVessels.length >= 5) activityType = 'deployment';
+      else if (hasCombatants) activityType = 'exercise';
+      else activityType = 'transit';
+
+      clusters.push({
+        id: `vessel-cluster-${hotspot.name.toLowerCase().replace(/\s+/g, '-')}`,
+        name: `${hotspot.name} Naval Activity`,
+        lat: avgLat,
+        lon: avgLon,
+        vesselCount: nearbyVessels.length,
+        vessels: nearbyVessels,
+        region: hotspot.name,
+        activityType,
+      });
+    }
+  }
+
+  return clusters;
+}
+
+// Initialize cleanup interval
+if (typeof window !== 'undefined') {
+  setInterval(cleanup, HISTORY_CLEANUP_INTERVAL);
+}
+
+/**
+ * Initialize military vessel tracking
+ * Uses shared AIS stream via callback system
+ */
+export function initMilitaryVesselStream(): void {
+  if (isTracking) return;
+
+  console.log('[Military Vessels] Initializing tracking via shared AIS stream...');
+
+  // Invalidate ALL caches when stream starts - fresh data should be read
+  vesselCache = null;
+  breaker.clearCache();  // Clear circuit breaker's 5-minute cache too!
+
+  // Register callback with shared AIS stream
+  registerAisCallback(processAisPosition);
+  isTracking = true;
+
+  // Ensure AIS stream is running
+  if (isAisConfigured()) {
+    initAisStream();
+  }
+}
+
+/**
+ * Disconnect from vessel stream
+ */
+export function disconnectMilitaryVesselStream(): void {
+  if (!isTracking) return;
+
+  unregisterAisCallback(processAisPosition);
+  isTracking = false;
+}
+
+/**
+ * Get current tracking status
+ */
+export function getMilitaryVesselStatus(): { connected: boolean; vessels: number; messages: number } {
+  return {
+    connected: isTracking,
+    vessels: trackedVessels.size,
+    messages: messageCount,
+  };
+}
+
+// Cache TTL
+const CACHE_TTL = 30 * 1000; // 30 seconds
+
+/**
+ * Main function to get military vessels
+ */
+export async function fetchMilitaryVessels(): Promise<{
+  vessels: MilitaryVessel[];
+  clusters: MilitaryVesselCluster[];
+}> {
+  // Debug: check state before calling breaker
+  console.log(`[Military Vessels] fetchMilitaryVessels called - isTracking: ${isTracking}, isAisConfigured: ${isAisConfigured()}, trackedVessels.size: ${trackedVessels.size}`);
+
+  return breaker.execute(async () => {
+    // Check cache first
+    if (vesselCache && Date.now() - vesselCache.timestamp < CACHE_TTL) {
+      console.log(`[Military Vessels] Returning cached: ${vesselCache.data.length} vessels`);
+      const clusters = clusterVessels(vesselCache.data);
+      return { vessels: vesselCache.data, clusters };
+    }
+
+    // Initialize stream if not running
+    if (!isTracking && isAisConfigured()) {
+      console.log('[Military Vessels] Initializing stream from fetchMilitaryVessels...');
+      initMilitaryVesselStream();
+    }
+
+    // Clean up old data
+    cleanup();
+
+    // Convert tracked vessels to array
+    const vessels = Array.from(trackedVessels.values());
+    console.log(`[Military Vessels] After cleanup, returning ${vessels.length} vessels (trackedVessels.size: ${trackedVessels.size})`);
+
+    // Only cache non-empty results - empty results due to timing shouldn't block future calls
+    if (vessels.length > 0) {
+      vesselCache = { data: vessels, timestamp: Date.now() };
+    }
+
+    // Generate clusters
+    const clusters = clusterVessels(vessels);
+
+    return { vessels, clusters };
+  }, { vessels: [], clusters: [] });
+}
+
+/**
+ * Get status string for circuit breaker
+ */
+export function getMilitaryVesselsStatus(): string {
+  return breaker.getStatus();
+}
+
+/**
+ * Get vessel by MMSI
+ */
+export function getVesselByMmsi(mmsi: string): MilitaryVessel | undefined {
+  return trackedVessels.get(mmsi);
+}
+
+/**
+ * Get vessels near a specific location
+ */
+export function getVesselsNearLocation(lat: number, lon: number, radiusDeg: number = 2): MilitaryVessel[] {
+  const result: MilitaryVessel[] = [];
+  for (const vessel of trackedVessels.values()) {
+    const distance = Math.sqrt(Math.pow(vessel.lat - lat, 2) + Math.pow(vessel.lon - lon, 2));
+    if (distance <= radiusDeg) {
+      result.push(vessel);
+    }
+  }
+  return result;
+}
+
+/**
+ * Get dark (AIS-disabled) vessels
+ */
+export function getDarkVessels(): MilitaryVessel[] {
+  return Array.from(trackedVessels.values()).filter((v) => v.isDark);
+}
+
+/**
+ * Check if AIS stream is configured
+ */
+export function isMilitaryVesselTrackingConfigured(): boolean {
+  return isAisConfigured();
+}
diff --git a/src/services/ml-capabilities.ts b/src/services/ml-capabilities.ts
new file mode 100644
index 000000000..43677203b
--- /dev/null
+++ b/src/services/ml-capabilities.ts
@@ -0,0 +1,124 @@
+/**
+ * ML Capabilities Detection
+ * Detects device capabilities for ONNX Runtime Web
+ */
+
+import { isMobileDevice } from '@/utils';
+import { ML_THRESHOLDS } from '@/config/ml-config';
+
+export interface MLCapabilities {
+  isSupported: boolean;
+  isDesktop: boolean;
+  hasWebGL: boolean;
+  hasWebGPU: boolean;
+  hasSIMD: boolean;
+  hasThreads: boolean;
+  estimatedMemoryMB: number;
+  recommendedExecutionProvider: 'webgpu' | 'webgl' | 'wasm';
+  recommendedThreads: number;
+}
+
+let cachedCapabilities: MLCapabilities | null = null;
+
+export async function detectMLCapabilities(): Promise<MLCapabilities> {
+  if (cachedCapabilities) return cachedCapabilities;
+
+  const isDesktop = !isMobileDevice();
+
+  const hasWebGL = checkWebGLSupport();
+  const hasWebGPU = await checkWebGPUSupport();
+  const hasSIMD = checkSIMDSupport();
+  const hasThreads = checkThreadsSupport();
+  const estimatedMemoryMB = estimateAvailableMemory();
+
+  const isSupported = isDesktop &&
+    (hasWebGL || hasWebGPU) &&
+    estimatedMemoryMB >= 100;
+
+  let recommendedExecutionProvider: 'webgpu' | 'webgl' | 'wasm';
+  if (hasWebGPU) {
+    recommendedExecutionProvider = 'webgpu';
+  } else if (hasWebGL) {
+    recommendedExecutionProvider = 'webgl';
+  } else {
+    recommendedExecutionProvider = 'wasm';
+  }
+
+  const recommendedThreads = hasThreads
+    ? Math.min(navigator.hardwareConcurrency || 4, 4)
+    : 1;
+
+  cachedCapabilities = {
+    isSupported,
+    isDesktop,
+    hasWebGL,
+    hasWebGPU,
+    hasSIMD,
+    hasThreads,
+    estimatedMemoryMB,
+    recommendedExecutionProvider,
+    recommendedThreads,
+  };
+
+  console.log('[MLCapabilities]', cachedCapabilities);
+  return cachedCapabilities;
+}
+
+function checkWebGLSupport(): boolean {
+  try {
+    const canvas = document.createElement('canvas');
+    const gl = canvas.getContext('webgl2') || canvas.getContext('webgl');
+    return !!gl;
+  } catch {
+    return false;
+  }
+}
+
+async function checkWebGPUSupport(): Promise<boolean> {
+  try {
+    if (!('gpu' in navigator)) return false;
+    const adapter = await (navigator as Navigator & { gpu?: { requestAdapter(): Promise<unknown> } }).gpu?.requestAdapter();
+    return adapter !== null && adapter !== undefined;
+  } catch {
+    return false;
+  }
+}
+
+function checkSIMDSupport(): boolean {
+  try {
+    return typeof WebAssembly.validate === 'function' &&
+      WebAssembly.validate(new Uint8Array([
+        0, 97, 115, 109, 1, 0, 0, 0, 1, 5, 1, 96, 0, 1, 123,
+        3, 2, 1, 0, 10, 10, 1, 8, 0, 65, 0, 253, 15, 253, 98, 11
+      ]));
+  } catch {
+    return false;
+  }
+}
+
+function checkThreadsSupport(): boolean {
+  return typeof SharedArrayBuffer !== 'undefined';
+}
+
+function estimateAvailableMemory(): number {
+  if (isMobileDevice()) return 0;
+
+  const deviceMemory = (navigator as Navigator & { deviceMemory?: number }).deviceMemory;
+  if (deviceMemory) {
+    return Math.min(deviceMemory * 256, ML_THRESHOLDS.memoryBudgetMB);
+  }
+
+  return 256;
+}
+
+export function shouldEnableMLFeatures(): boolean {
+  return cachedCapabilities?.isSupported ?? false;
+}
+
+export function getMLCapabilities(): MLCapabilities | null {
+  return cachedCapabilities;
+}
+
+export function clearCapabilitiesCache(): void {
+  cachedCapabilities = null;
+}
diff --git a/src/services/ml-worker.ts b/src/services/ml-worker.ts
new file mode 100644
index 000000000..c6176d782
--- /dev/null
+++ b/src/services/ml-worker.ts
@@ -0,0 +1,364 @@
+/**
+ * ML Worker Manager
+ * Provides typed async interface to the ML Web Worker for ONNX inference
+ */
+
+import { detectMLCapabilities, type MLCapabilities } from './ml-capabilities';
+import { ML_THRESHOLDS, MODEL_CONFIGS } from '@/config/ml-config';
+
+// Import worker using Vite's worker syntax
+import MLWorkerClass from '@/workers/ml.worker?worker';
+
+interface PendingRequest<T> {
+  resolve: (value: T) => void;
+  reject: (error: Error) => void;
+  timeout: ReturnType<typeof setTimeout>;
+}
+
+interface NEREntity {
+  text: string;
+  type: string;
+  confidence: number;
+  start: number;
+  end: number;
+}
+
+interface SentimentResult {
+  label: 'positive' | 'negative' | 'neutral';
+  score: number;
+}
+
+type WorkerResult =
+  | { type: 'worker-ready' }
+  | { type: 'ready'; id: string }
+  | { type: 'model-loaded'; id: string; modelId: string }
+  | { type: 'model-unloaded'; id: string; modelId: string }
+  | { type: 'model-progress'; modelId: string; progress: number }
+  | { type: 'embed-result'; id: string; embeddings: number[][] }
+  | { type: 'summarize-result'; id: string; summaries: string[] }
+  | { type: 'sentiment-result'; id: string; results: SentimentResult[] }
+  | { type: 'entities-result'; id: string; entities: NEREntity[][] }
+  | { type: 'cluster-semantic-result'; id: string; clusters: number[][] }
+  | { type: 'status-result'; id: string; loadedModels: string[] }
+  | { type: 'reset-complete' }
+  | { type: 'error'; id?: string; error: string };
+
+class MLWorkerManager {
+  private worker: Worker | null = null;
+  private pendingRequests: Map<string, PendingRequest<unknown>> = new Map();
+  private requestIdCounter = 0;
+  private isReady = false;
+  private capabilities: MLCapabilities | null = null;
+  private loadedModels = new Set<string>();
+  private readyResolve: (() => void) | null = null;
+  private modelProgressCallbacks: Map<string, (progress: number) => void> = new Map();
+
+  private static readonly READY_TIMEOUT_MS = 10000;
+
+  /**
+   * Initialize the ML worker. Returns false if ML is not supported.
+   */
+  async init(): Promise<boolean> {
+    if (this.isReady) return true;
+
+    // Detect capabilities
+    this.capabilities = await detectMLCapabilities();
+
+    if (!this.capabilities.isSupported) {
+      console.log('[MLWorker] ML features disabled (device not supported)');
+      return false;
+    }
+
+    return this.initWorker();
+  }
+
+  private initWorker(): Promise<boolean> {
+    if (this.worker) return Promise.resolve(this.isReady);
+
+    return new Promise((resolve) => {
+      const readyTimeout = setTimeout(() => {
+        if (!this.isReady) {
+          console.error('[MLWorker] Worker failed to become ready');
+          this.cleanup();
+          resolve(false);
+        }
+      }, MLWorkerManager.READY_TIMEOUT_MS);
+
+      try {
+        this.worker = new MLWorkerClass();
+      } catch (error) {
+        console.error('[MLWorker] Failed to create worker:', error);
+        this.cleanup();
+        resolve(false);
+        return;
+      }
+
+      this.worker.onmessage = (event: MessageEvent<WorkerResult>) => {
+        const data = event.data;
+
+        if (data.type === 'worker-ready') {
+          this.isReady = true;
+          clearTimeout(readyTimeout);
+          this.readyResolve?.();
+          resolve(true);
+          return;
+        }
+
+        if (data.type === 'model-progress') {
+          const callback = this.modelProgressCallbacks.get(data.modelId);
+          callback?.(data.progress);
+          return;
+        }
+
+        if (data.type === 'error') {
+          const pending = data.id ? this.pendingRequests.get(data.id) : null;
+          if (pending) {
+            clearTimeout(pending.timeout);
+            this.pendingRequests.delete(data.id!);
+            pending.reject(new Error(data.error));
+          } else {
+            console.error('[MLWorker] Error:', data.error);
+          }
+          return;
+        }
+
+        if ('id' in data && data.id) {
+          const pending = this.pendingRequests.get(data.id);
+          if (pending) {
+            clearTimeout(pending.timeout);
+            this.pendingRequests.delete(data.id);
+
+            if (data.type === 'model-loaded') {
+              this.loadedModels.add(data.modelId);
+              pending.resolve(true);
+            } else if (data.type === 'model-unloaded') {
+              this.loadedModels.delete(data.modelId);
+              pending.resolve(true);
+            } else if (data.type === 'embed-result') {
+              pending.resolve(data.embeddings);
+            } else if (data.type === 'summarize-result') {
+              pending.resolve(data.summaries);
+            } else if (data.type === 'sentiment-result') {
+              pending.resolve(data.results);
+            } else if (data.type === 'entities-result') {
+              pending.resolve(data.entities);
+            } else if (data.type === 'cluster-semantic-result') {
+              pending.resolve(data.clusters);
+            } else if (data.type === 'status-result') {
+              pending.resolve(data.loadedModels);
+            }
+          }
+        }
+      };
+
+      this.worker.onerror = (error) => {
+        console.error('[MLWorker] Error:', error);
+
+        if (!this.isReady) {
+          clearTimeout(readyTimeout);
+          this.cleanup();
+          resolve(false);
+          return;
+        }
+
+        for (const [id, pending] of this.pendingRequests) {
+          clearTimeout(pending.timeout);
+          pending.reject(new Error(`Worker error: ${error.message}`));
+          this.pendingRequests.delete(id);
+        }
+      };
+    });
+  }
+
+  private cleanup(): void {
+    if (this.worker) {
+      this.worker.terminate();
+      this.worker = null;
+    }
+    this.isReady = false;
+    this.pendingRequests.clear();
+    this.loadedModels.clear();
+  }
+
+  private generateRequestId(): string {
+    return `ml-${++this.requestIdCounter}-${Date.now()}`;
+  }
+
+  private request<T>(
+    type: string,
+    data: Record<string, unknown>,
+    timeoutMs = ML_THRESHOLDS.inferenceTimeoutMs
+  ): Promise<T> {
+    return new Promise((resolve, reject) => {
+      if (!this.worker || !this.isReady) {
+        reject(new Error('ML Worker not initialized'));
+        return;
+      }
+
+      const id = this.generateRequestId();
+      const timeout = setTimeout(() => {
+        this.pendingRequests.delete(id);
+        reject(new Error(`ML request ${type} timed out after ${timeoutMs}ms`));
+      }, timeoutMs);
+
+      this.pendingRequests.set(id, {
+        resolve: resolve as (value: unknown) => void,
+        reject,
+        timeout,
+      });
+
+      this.worker.postMessage({ type, id, ...data });
+    });
+  }
+
+  /**
+   * Load a model by ID
+   */
+  async loadModel(
+    modelId: string,
+    onProgress?: (progress: number) => void
+  ): Promise<boolean> {
+    if (!this.isReady) return false;
+    if (this.loadedModels.has(modelId)) return true;
+
+    if (onProgress) {
+      this.modelProgressCallbacks.set(modelId, onProgress);
+    }
+
+    try {
+      return await this.request<boolean>(
+        'load-model',
+        { modelId },
+        ML_THRESHOLDS.modelLoadTimeoutMs
+      );
+    } finally {
+      this.modelProgressCallbacks.delete(modelId);
+    }
+  }
+
+  /**
+   * Unload a model to free memory
+   */
+  async unloadModel(modelId: string): Promise<boolean> {
+    if (!this.isReady || !this.loadedModels.has(modelId)) return false;
+    return this.request<boolean>('unload-model', { modelId });
+  }
+
+  /**
+   * Unload all optional models (non-required)
+   */
+  async unloadOptionalModels(): Promise<void> {
+    const optionalModels = MODEL_CONFIGS.filter(m => !m.required);
+    for (const model of optionalModels) {
+      if (this.loadedModels.has(model.id)) {
+        await this.unloadModel(model.id);
+      }
+    }
+  }
+
+  /**
+   * Generate embeddings for texts
+   */
+  async embedTexts(texts: string[]): Promise<number[][]> {
+    if (!this.isReady) throw new Error('ML Worker not ready');
+    return this.request<number[][]>('embed', { texts });
+  }
+
+  /**
+   * Generate summaries for texts
+   */
+  async summarize(texts: string[]): Promise<string[]> {
+    if (!this.isReady) throw new Error('ML Worker not ready');
+    return this.request<string[]>('summarize', { texts });
+  }
+
+  /**
+   * Classify sentiment for texts
+   */
+  async classifySentiment(texts: string[]): Promise<SentimentResult[]> {
+    if (!this.isReady) throw new Error('ML Worker not ready');
+    return this.request<SentimentResult[]>('classify-sentiment', { texts });
+  }
+
+  /**
+   * Extract named entities from texts
+   */
+  async extractEntities(texts: string[]): Promise<NEREntity[][]> {
+    if (!this.isReady) throw new Error('ML Worker not ready');
+    return this.request<NEREntity[][]>('extract-entities', { texts });
+  }
+
+  /**
+   * Perform semantic clustering on embeddings
+   */
+  async semanticCluster(
+    embeddings: number[][],
+    threshold = ML_THRESHOLDS.semanticClusterThreshold
+  ): Promise<number[][]> {
+    if (!this.isReady) throw new Error('ML Worker not ready');
+    return this.request<number[][]>('cluster-semantic', { embeddings, threshold });
+  }
+
+  /**
+   * High-level: Cluster items by semantic similarity
+   */
+  async clusterBySemanticSimilarity(
+    items: Array<{ id: string; text: string }>,
+    threshold = ML_THRESHOLDS.semanticClusterThreshold
+  ): Promise<string[][]> {
+    const embeddings = await this.embedTexts(items.map(i => i.text));
+    const clusterIndices = await this.semanticCluster(embeddings, threshold);
+    return clusterIndices.map(cluster =>
+      cluster.map(idx => items[idx]?.id).filter((id): id is string => id !== undefined)
+    );
+  }
+
+  /**
+   * Get status of loaded models
+   */
+  async getStatus(): Promise<string[]> {
+    if (!this.isReady) return [];
+    return this.request<string[]>('status', {});
+  }
+
+  /**
+   * Reset the worker (unload all models)
+   */
+  reset(): void {
+    if (this.worker) {
+      this.worker.postMessage({ type: 'reset' });
+      this.loadedModels.clear();
+    }
+  }
+
+  /**
+   * Terminate the worker completely
+   */
+  terminate(): void {
+    this.cleanup();
+  }
+
+  /**
+   * Check if ML features are available
+   */
+  get isAvailable(): boolean {
+    return this.isReady && (this.capabilities?.isSupported ?? false);
+  }
+
+  /**
+   * Get detected capabilities
+   */
+  get mlCapabilities(): MLCapabilities | null {
+    return this.capabilities;
+  }
+
+  /**
+   * Get list of currently loaded models
+   */
+  get loadedModelIds(): string[] {
+    return Array.from(this.loadedModels);
+  }
+}
+
+// Export singleton instance
+export const mlWorker = new MLWorkerManager();
diff --git a/src/services/oil-analytics.ts b/src/services/oil-analytics.ts
new file mode 100644
index 000000000..c45a3fd75
--- /dev/null
+++ b/src/services/oil-analytics.ts
@@ -0,0 +1,190 @@
+/**
+ * EIA (Energy Information Administration) Oil Analytics Service
+ * Tracks crude oil prices, production, and inventory data
+ * Requires free API key from https://www.eia.gov/opendata/
+ */
+
+import { dataFreshness } from './data-freshness';
+import { isFeatureAvailable } from './runtime-config';
+
+export interface OilDataPoint {
+  date: string;
+  value: number;
+  unit: string;
+}
+
+export interface OilMetric {
+  id: string;
+  name: string;
+  description: string;
+  current: number;
+  previous: number;
+  changePct: number;
+  unit: string;
+  trend: 'up' | 'down' | 'stable';
+  lastUpdated: string;
+}
+
+export interface OilAnalytics {
+  wtiPrice: OilMetric | null;
+  brentPrice: OilMetric | null;
+  usProduction: OilMetric | null;
+  usInventory: OilMetric | null;
+  fetchedAt: Date;
+}
+
+// EIA API series IDs (used by api/eia.js proxy)
+// PET.RWTC.W - WTI Crude Oil Price (Weekly)
+// PET.RBRTE.W - Brent Crude Oil Price (Weekly)
+// PET.WCRFPUS2.W - US Crude Oil Production (Weekly)
+// PET.WCESTUS1.W - US Crude Oil Inventory (Weekly)
+
+const EIA_PROXY_URL = '/api/eia';
+
+// Cache for API responses
+let cachedData: OilAnalytics | null = null;
+let cacheTimestamp = 0;
+const CACHE_TTL = 30 * 60 * 1000; // 30 minutes
+
+/**
+ * Check if EIA API is configured
+ */
+export async function checkEiaStatus(): Promise<boolean> {
+  if (!isFeatureAvailable('energyEia')) return false;
+  try {
+    const response = await fetch(`${EIA_PROXY_URL}/health`);
+    const data = await response.json();
+    return data.configured === true;
+  } catch {
+    return false;
+  }
+}
+
+/**
+ * Fetch oil analytics data
+ */
+export async function fetchOilAnalytics(): Promise<OilAnalytics> {
+  if (!isFeatureAvailable('energyEia')) {
+    return { wtiPrice: null, brentPrice: null, usProduction: null, usInventory: null, fetchedAt: new Date() };
+  }
+  // Return cached data if fresh
+  if (cachedData && Date.now() - cacheTimestamp < CACHE_TTL) {
+    return cachedData;
+  }
+
+  const result: OilAnalytics = {
+    wtiPrice: null,
+    brentPrice: null,
+    usProduction: null,
+    usInventory: null,
+    fetchedAt: new Date(),
+  };
+
+  try {
+    const response = await fetch(`${EIA_PROXY_URL}/petroleum`);
+
+    if (!response.ok) {
+      if (response.status === 503) {
+        console.log('[EIA] API not configured');
+        return result;
+      }
+      throw new Error(`EIA API error: ${response.status}`);
+    }
+
+    const data = await response.json();
+
+    if (data.wti) {
+      result.wtiPrice = parseMetric(data.wti, 'WTI Crude', '$/barrel');
+    }
+    if (data.brent) {
+      result.brentPrice = parseMetric(data.brent, 'Brent Crude', '$/barrel');
+    }
+    if (data.production) {
+      result.usProduction = parseMetric(data.production, 'US Production', 'Mbbl/d');
+    }
+    if (data.inventory) {
+      result.usInventory = parseMetric(data.inventory, 'US Inventory', 'M barrels');
+    }
+
+    // Cache the result
+    cachedData = result;
+    cacheTimestamp = Date.now();
+
+    // Record freshness
+    const metricCount = [result.wtiPrice, result.brentPrice, result.usProduction, result.usInventory]
+      .filter(Boolean).length;
+    if (metricCount > 0) {
+      dataFreshness.recordUpdate('oil', metricCount);
+    }
+
+    console.log(`[EIA] Fetched ${metricCount} oil metrics`);
+  } catch (error) {
+    console.error('[EIA] Fetch failed:', error);
+    dataFreshness.recordError('oil', error instanceof Error ? error.message : 'Unknown error');
+  }
+
+  return result;
+}
+
+function parseMetric(
+  data: { current?: number; previous?: number; date?: string },
+  name: string,
+  unit: string
+): OilMetric | null {
+  if (data.current == null) return null;
+
+  const current = data.current;
+  const previous = data.previous ?? current;
+  const changePct = previous !== 0 ? ((current - previous) / previous) * 100 : 0;
+
+  return {
+    id: name.toLowerCase().replace(/\s+/g, '-'),
+    name,
+    description: `${name} price/volume`,
+    current,
+    previous,
+    changePct: Math.round(changePct * 10) / 10,
+    unit,
+    trend: changePct > 0.5 ? 'up' : changePct < -0.5 ? 'down' : 'stable',
+    lastUpdated: data.date || new Date().toISOString(),
+  };
+}
+
+/**
+ * Format oil metric for display
+ */
+export function formatOilValue(value: number, unit: string): string {
+  if (unit.includes('$')) {
+    return `$${value.toFixed(2)}`;
+  }
+  if (value >= 1000) {
+    return `${(value / 1000).toFixed(1)}K`;
+  }
+  return value.toFixed(1);
+}
+
+/**
+ * Get trend indicator
+ */
+export function getTrendIndicator(trend: OilMetric['trend']): string {
+  switch (trend) {
+    case 'up': return '▲';
+    case 'down': return '▼';
+    default: return '●';
+  }
+}
+
+/**
+ * Get trend color
+ */
+export function getTrendColor(trend: OilMetric['trend'], inverse = false): string {
+  // For prices, up = bad (red), down = good (green) - unless inverse
+  const upColor = inverse ? '#44ff88' : '#ff6b6b';
+  const downColor = inverse ? '#ff6b6b' : '#44ff88';
+
+  switch (trend) {
+    case 'up': return upColor;
+    case 'down': return downColor;
+    default: return '#888888';
+  }
+}
diff --git a/src/services/outages.ts b/src/services/outages.ts
index ee31decde..546507859 100644
--- a/src/services/outages.ts
+++ b/src/services/outages.ts
@@ -1,7 +1,9 @@
 import type { InternetOutage } from '@/types';
+import { createCircuitBreaker } from '@/utils';
+import { isFeatureAvailable } from './runtime-config';
 
-const CLOUDFLARE_API_URL = '/api/cloudflare-radar/client/v4/radar/annotations/outages';
-const CLOUDFLARE_API_TOKEN = 'NgxU8rHEEG6ep5B0z-JiuQbOf-LgrpSNJt27FQg0';
+const CLOUDFLARE_API_URL = '/api/cloudflare-outages';
+const breaker = createCircuitBreaker<InternetOutage[]>({ name: 'Cloudflare Outages' });
 
 const COUNTRY_COORDS: Record<string, { lat: number; lon: number }> = {
   'AF': { lat: 33.9391, lon: 67.7100 },
@@ -176,40 +178,46 @@ interface CloudflareOutage {
 }
 
 interface CloudflareResponse {
-  success: boolean;
-  errors: Array<{ code: number; message: string }>;
-  result: {
+  configured?: boolean;
+  success?: boolean;
+  errors?: Array<{ code: number; message: string }>;
+  result?: {
     annotations: CloudflareOutage[];
   };
 }
 
+let outagesConfigured: boolean | null = null;
+
+export function isOutagesConfigured(): boolean | null {
+  return outagesConfigured;
+}
+
 export async function fetchInternetOutages(): Promise<InternetOutage[]> {
-  console.log('[Outages] Fetching from Cloudflare Radar...');
-  try {
-    const response = await fetch(`${CLOUDFLARE_API_URL}?dateRange=7d&limit=50`, {
-      headers: {
-        'Authorization': `Bearer ${CLOUDFLARE_API_TOKEN}`,
-      },
-    });
+  if (!isFeatureAvailable('internetOutages')) {
+    outagesConfigured = false;
+    return [];
+  }
 
-    if (!response.ok) {
-      console.error('[Outages] Failed to fetch:', response.status);
-      return [];
-    }
+  return breaker.execute(async () => {
+    const response = await fetch(`${CLOUDFLARE_API_URL}?dateRange=7d&limit=50`);
+    if (!response.ok) throw new Error(`HTTP ${response.status}`);
 
     const data: CloudflareResponse = await response.json();
 
-    if (!data.success || data.errors?.length > 0) {
-      console.error('[Outages] API error:', data.errors);
-      return [];
+    if (data.configured === false) {
+      outagesConfigured = false;
+      throw new Error('Outages API not configured');
     }
 
-    console.log('[Outages] Received', data.result.annotations?.length || 0, 'outages from Cloudflare');
+    outagesConfigured = true;
+
+    if (!data.success || data.errors?.length) {
+      throw new Error(data.errors?.[0]?.message || 'API error');
+    }
 
     const outages: InternetOutage[] = [];
 
-    for (const outage of data.result.annotations || []) {
-      // Skip if no location
+    for (const outage of data.result?.annotations || []) {
       if (!outage.locations?.length) continue;
 
       const countryCode = outage.locations[0];
@@ -220,33 +228,21 @@ export async function fetchInternetOutages(): Promise<InternetOutage[]> {
 
       const countryName = outage.locationsDetails?.[0]?.name ?? countryCode;
 
-      // Determine severity based on outage type
       let severity: 'partial' | 'major' | 'total' = 'partial';
-      if (outage.outage?.outageType === 'NATIONWIDE') {
-        severity = 'total';
-      } else if (outage.outage?.outageType === 'REGIONAL') {
-        severity = 'major';
-      }
+      if (outage.outage?.outageType === 'NATIONWIDE') severity = 'total';
+      else if (outage.outage?.outageType === 'REGIONAL') severity = 'major';
 
-      // Format categories from cause and type
       const categories: string[] = ['Cloudflare Radar'];
-      if (outage.outage?.outageCause) {
-        categories.push(outage.outage.outageCause.replace(/_/g, ' '));
-      }
-      if (outage.outage?.outageType) {
-        categories.push(outage.outage.outageType);
-      }
+      if (outage.outage?.outageCause) categories.push(outage.outage.outageCause.replace(/_/g, ' '));
+      if (outage.outage?.outageType) categories.push(outage.outage.outageType);
 
-      // Add ASN names if available
       for (const asn of outage.asnsDetails?.slice(0, 2) || []) {
         if (asn.name) categories.push(asn.name);
       }
 
       outages.push({
         id: `cf-${outage.id}`,
-        title: outage.scope
-          ? `${outage.scope} outage in ${countryName}`
-          : `Internet disruption in ${countryName}`,
+        title: outage.scope ? `${outage.scope} outage in ${countryName}` : `Internet disruption in ${countryName}`,
         link: outage.linkedUrl || `https://radar.cloudflare.com/outage-center`,
         description: outage.description,
         pubDate: new Date(outage.startDate),
@@ -261,10 +257,10 @@ export async function fetchInternetOutages(): Promise<InternetOutage[]> {
       });
     }
 
-    console.log('[Outages] Mapped', outages.length, 'outages');
     return outages;
-  } catch (e) {
-    console.error('[Outages] Error fetching outages:', e);
-    return [];
-  }
+  }, []);
+}
+
+export function getOutagesStatus(): string {
+  return breaker.getStatus();
 }
diff --git a/src/services/parallel-analysis.ts b/src/services/parallel-analysis.ts
new file mode 100644
index 000000000..3d11e3f6a
--- /dev/null
+++ b/src/services/parallel-analysis.ts
@@ -0,0 +1,583 @@
+/**
+ * Parallel Analysis Service
+ * Runs browser-based ML alongside API summarization
+ * Multiple "perspectives" score headlines independently
+ * Logs analysis to console for comparison & improvement
+ */
+
+import { mlWorker } from './ml-worker';
+import type { ClusteredEvent } from '@/types';
+
+interface NEREntity {
+  text: string;
+  type: string;
+  confidence: number;
+}
+
+export interface PerspectiveScore {
+  name: string;
+  score: number;
+  confidence: number;
+  reasoning: string;
+}
+
+export interface AnalyzedHeadline {
+  id: string;
+  title: string;
+  sourceCount: number;
+  perspectives: PerspectiveScore[];
+  finalScore: number;
+  confidence: number;
+  disagreement: number;
+  flagged: boolean;
+  flagReason?: string;
+}
+
+export interface AnalysisReport {
+  timestamp: number;
+  totalHeadlines: number;
+  analyzed: AnalyzedHeadline[];
+  topByConsensus: AnalyzedHeadline[];
+  topByDisagreement: AnalyzedHeadline[];
+  missedByKeywords: AnalyzedHeadline[];
+  perspectiveCorrelations: Record<string, number>;
+}
+
+const VIOLENCE_KEYWORDS = [
+  'killed', 'dead', 'death', 'shot', 'blood', 'massacre', 'slaughter',
+  'fatalities', 'casualties', 'wounded', 'injured', 'murdered', 'execution',
+  'crackdown', 'violent', 'clashes', 'gunfire', 'shooting',
+];
+
+const MILITARY_KEYWORDS = [
+  'war', 'armada', 'invasion', 'airstrike', 'strike', 'missile', 'troops',
+  'deployed', 'offensive', 'artillery', 'bomb', 'combat', 'fleet', 'warship',
+  'carrier', 'navy', 'airforce', 'deployment', 'mobilization', 'attack',
+];
+
+const UNREST_KEYWORDS = [
+  'protest', 'protests', 'uprising', 'revolt', 'revolution', 'riot', 'riots',
+  'demonstration', 'unrest', 'dissent', 'rebellion', 'insurgent', 'overthrow',
+  'coup', 'martial law', 'curfew', 'shutdown', 'blackout',
+];
+
+const FLASHPOINT_KEYWORDS = [
+  'iran', 'tehran', 'russia', 'moscow', 'china', 'beijing', 'taiwan', 'ukraine', 'kyiv',
+  'north korea', 'pyongyang', 'israel', 'gaza', 'west bank', 'syria', 'damascus',
+  'yemen', 'hezbollah', 'hamas', 'kremlin', 'pentagon', 'nato', 'wagner',
+];
+
+const BUSINESS_DEMOTE = [
+  'ceo', 'earnings', 'stock', 'startup', 'data center', 'datacenter', 'revenue',
+  'quarterly', 'profit', 'investor', 'ipo', 'funding', 'valuation',
+];
+
+class ParallelAnalysisService {
+  private lastReport: AnalysisReport | null = null;
+  private recentEmbeddings: Map<string, number[]> = new Map();
+  private analysisCount = 0;
+
+  async analyzeHeadlines(clusters: ClusteredEvent[]): Promise<AnalysisReport> {
+    const startTime = performance.now();
+    this.analysisCount++;
+
+    console.group(`%c🔬 Parallel Analysis #${this.analysisCount}`, 'color: #6b8afd; font-weight: bold; font-size: 14px');
+    console.log(`%cAnalyzing ${clusters.length} headlines...`, 'color: #888');
+
+    const analyzed: AnalyzedHeadline[] = [];
+    const titles = clusters.map(c => c.primaryTitle);
+
+    let sentiments: Array<{ label: string; score: number }> | null = null;
+    let entities: NEREntity[][] | null = null;
+    let embeddings: number[][] | null = null;
+
+    if (mlWorker.isAvailable) {
+      const [s, e, emb] = await Promise.all([
+        mlWorker.classifySentiment(titles).catch(() => null),
+        mlWorker.extractEntities(titles).catch(() => null),
+        this.getEmbeddings(titles).catch(() => null),
+      ]);
+      sentiments = s;
+      entities = e;
+      embeddings = emb;
+
+      console.log(`%c✓ ML models loaded`, 'color: #4ade80');
+      if (entities) console.log(`%c  → NER extracted ${entities.flat().length} entities`, 'color: #888');
+      if (embeddings) console.log(`%c  → Embeddings computed for ${embeddings.length} headlines`, 'color: #888');
+    } else {
+      console.log(`%c⚠ ML not available, using keyword-only analysis`, 'color: #f59e0b');
+    }
+
+    for (let i = 0; i < clusters.length; i++) {
+      const cluster = clusters[i]!;
+      const title = cluster.primaryTitle;
+      const titleLower = title.toLowerCase();
+
+      const perspectives: PerspectiveScore[] = [];
+
+      perspectives.push(this.scoreByKeywords(titleLower, cluster));
+
+      const sentiment = sentiments?.[i];
+      if (sentiment) {
+        perspectives.push(this.scoreBySentiment(sentiment));
+      }
+
+      const entityList = entities?.[i];
+      if (entityList) {
+        perspectives.push(this.scoreByEntities(entityList));
+      }
+
+      const embedding = embeddings?.[i];
+      if (embedding) {
+        perspectives.push(await this.scoreByNovelty(title, embedding));
+      }
+
+      perspectives.push(this.scoreByVelocity(cluster));
+      perspectives.push(this.scoreBySourceDiversity(cluster));
+
+      const { finalScore, confidence, disagreement } = this.aggregateScores(perspectives);
+
+      const flagged = disagreement > 0.3 || (finalScore > 0.5 && this.isLowKeywordScore(perspectives));
+      const flagReason = flagged
+        ? disagreement > 0.3
+          ? 'High disagreement between perspectives'
+          : 'ML scores high but keyword score low - potential missed story'
+        : undefined;
+
+      analyzed.push({
+        id: cluster.id,
+        title,
+        sourceCount: cluster.sourceCount,
+        perspectives,
+        finalScore,
+        confidence,
+        disagreement,
+        flagged,
+        flagReason,
+      });
+    }
+
+    analyzed.sort((a, b) => b.finalScore - a.finalScore);
+
+    const topByConsensus = analyzed
+      .filter(a => a.confidence > 0.6)
+      .slice(0, 10);
+
+    const topByDisagreement = analyzed
+      .filter(a => a.disagreement > 0.25)
+      .sort((a, b) => b.disagreement - a.disagreement)
+      .slice(0, 5);
+
+    const missedByKeywords = analyzed
+      .filter(a => {
+        const keywordScore = a.perspectives.find(p => p.name === 'keywords')?.score ?? 0;
+        const mlAvg = a.perspectives
+          .filter(p => p.name !== 'keywords')
+          .reduce((sum, p) => sum + p.score, 0) / Math.max(1, a.perspectives.length - 1);
+        return mlAvg > 0.5 && keywordScore < 0.3;
+      })
+      .slice(0, 5);
+
+    const correlations = this.calculateCorrelations(analyzed);
+
+    const report: AnalysisReport = {
+      timestamp: Date.now(),
+      totalHeadlines: clusters.length,
+      analyzed,
+      topByConsensus,
+      topByDisagreement,
+      missedByKeywords,
+      perspectiveCorrelations: correlations,
+    };
+
+    this.lastReport = report;
+    this.logReport(report, performance.now() - startTime);
+    console.groupEnd();
+
+    return report;
+  }
+
+  private scoreByKeywords(titleLower: string, _cluster: ClusteredEvent): PerspectiveScore {
+    let score = 0;
+    const reasons: string[] = [];
+
+    const violence = VIOLENCE_KEYWORDS.filter(kw => titleLower.includes(kw));
+    if (violence.length > 0) {
+      score += 0.4 + violence.length * 0.1;
+      reasons.push(`violence(${violence.join(',')})`);
+    }
+
+    const military = MILITARY_KEYWORDS.filter(kw => titleLower.includes(kw));
+    if (military.length > 0) {
+      score += 0.3 + military.length * 0.08;
+      reasons.push(`military(${military.join(',')})`);
+    }
+
+    const unrest = UNREST_KEYWORDS.filter(kw => titleLower.includes(kw));
+    if (unrest.length > 0) {
+      score += 0.25 + unrest.length * 0.07;
+      reasons.push(`unrest(${unrest.join(',')})`);
+    }
+
+    const flashpoint = FLASHPOINT_KEYWORDS.filter(kw => titleLower.includes(kw));
+    if (flashpoint.length > 0) {
+      score += 0.2 + flashpoint.length * 0.05;
+      reasons.push(`flashpoint(${flashpoint.join(',')})`);
+    }
+
+    if ((violence.length > 0 || unrest.length > 0) && flashpoint.length > 0) {
+      score *= 1.3;
+      reasons.push('combo-bonus');
+    }
+
+    const business = BUSINESS_DEMOTE.filter(kw => titleLower.includes(kw));
+    if (business.length > 0) {
+      score *= 0.4;
+      reasons.push(`demoted(${business.join(',')})`);
+    }
+
+    score = Math.min(1, score);
+
+    return {
+      name: 'keywords',
+      score,
+      confidence: 0.8,
+      reasoning: reasons.length > 0 ? reasons.join(' + ') : 'no keywords matched',
+    };
+  }
+
+  private scoreBySentiment(sentiment: { label: string; score: number }): PerspectiveScore {
+    const isNegative = sentiment.label === 'negative';
+    const score = isNegative ? sentiment.score * 0.8 : (1 - sentiment.score) * 0.3;
+
+    return {
+      name: 'sentiment',
+      score: Math.min(1, score),
+      confidence: sentiment.score,
+      reasoning: `${sentiment.label} (${(sentiment.score * 100).toFixed(0)}%) - negative news more important`,
+    };
+  }
+
+  private scoreByEntities(entities: NEREntity[]): PerspectiveScore {
+    const locations = entities.filter(e => e.type.includes('LOC'));
+    const people = entities.filter(e => e.type.includes('PER'));
+    const orgs = entities.filter(e => e.type.includes('ORG'));
+
+    const geopoliticalLocations = locations.filter(e =>
+      FLASHPOINT_KEYWORDS.some(fp => e.text.toLowerCase().includes(fp))
+    );
+
+    let score = 0;
+    const reasons: string[] = [];
+
+    if (geopoliticalLocations.length > 0) {
+      score += 0.4;
+      reasons.push(`geo-locations(${geopoliticalLocations.map(e => e.text).join(',')})`);
+    } else if (locations.length > 0) {
+      score += 0.15;
+      reasons.push(`locations(${locations.length})`);
+    }
+
+    if (people.length > 0) {
+      score += 0.1 + people.length * 0.05;
+      reasons.push(`people(${people.map(e => e.text).join(',')})`);
+    }
+
+    if (orgs.length > 0) {
+      score += 0.1 + orgs.length * 0.05;
+      reasons.push(`orgs(${orgs.map(e => e.text).join(',')})`);
+    }
+
+    const entityDensity = entities.length;
+    if (entityDensity > 3) {
+      score += 0.15;
+      reasons.push(`high-density(${entityDensity})`);
+    }
+
+    return {
+      name: 'entities',
+      score: Math.min(1, score),
+      confidence: entities.length > 0 ? 0.7 : 0.3,
+      reasoning: reasons.length > 0 ? reasons.join(' + ') : 'no significant entities',
+    };
+  }
+
+  private async scoreByNovelty(title: string, embedding: number[]): Promise<PerspectiveScore> {
+    let maxSimilarity = 0;
+    let mostSimilar = '';
+
+    for (const [recentTitle, recentEmb] of this.recentEmbeddings) {
+      if (recentTitle === title) continue;
+      const similarity = this.cosineSimilarity(embedding, recentEmb);
+      if (similarity > maxSimilarity) {
+        maxSimilarity = similarity;
+        mostSimilar = recentTitle.slice(0, 50);
+      }
+    }
+
+    this.recentEmbeddings.set(title, embedding);
+    if (this.recentEmbeddings.size > 100) {
+      const firstKey = this.recentEmbeddings.keys().next().value;
+      if (firstKey) this.recentEmbeddings.delete(firstKey);
+    }
+
+    const noveltyScore = 1 - maxSimilarity;
+    const importanceBoost = noveltyScore > 0.5 ? 0.3 : 0;
+
+    return {
+      name: 'novelty',
+      score: Math.min(1, noveltyScore * 0.7 + importanceBoost),
+      confidence: 0.6,
+      reasoning: maxSimilarity > 0.7
+        ? `similar to: "${mostSimilar}..." (${(maxSimilarity * 100).toFixed(0)}%)`
+        : `novel content (${(noveltyScore * 100).toFixed(0)}% unique)`,
+    };
+  }
+
+  private scoreByVelocity(cluster: ClusteredEvent): PerspectiveScore {
+    const velocity = cluster.velocity;
+    let score = 0;
+    let reasoning = '';
+
+    if (!velocity || velocity.level === 'normal') {
+      score = 0.2;
+      reasoning = 'normal velocity';
+    } else if (velocity.level === 'elevated') {
+      score = 0.5;
+      reasoning = `elevated: +${velocity.sourcesPerHour}/hr`;
+    } else if (velocity.level === 'spike') {
+      score = 0.7;
+      reasoning = `spike: +${velocity.sourcesPerHour}/hr`;
+    } else if (velocity.level === 'viral') {
+      score = 0.9;
+      reasoning = `viral: +${velocity.sourcesPerHour}/hr`;
+    }
+
+    if (velocity?.trend === 'rising') {
+      score += 0.1;
+      reasoning += ' ↑';
+    }
+
+    return {
+      name: 'velocity',
+      score: Math.min(1, score),
+      confidence: 0.8,
+      reasoning,
+    };
+  }
+
+  private scoreBySourceDiversity(cluster: ClusteredEvent): PerspectiveScore {
+    const sources = cluster.sourceCount;
+    let score = 0;
+    let reasoning = '';
+
+    if (sources >= 5) {
+      score = 0.9;
+      reasoning = `${sources} sources - highly confirmed`;
+    } else if (sources >= 3) {
+      score = 0.7;
+      reasoning = `${sources} sources - confirmed`;
+    } else if (sources >= 2) {
+      score = 0.5;
+      reasoning = `${sources} sources - multi-source`;
+    } else {
+      score = 0.2;
+      reasoning = 'single source';
+    }
+
+    return {
+      name: 'sources',
+      score,
+      confidence: 0.9,
+      reasoning,
+    };
+  }
+
+  private aggregateScores(perspectives: PerspectiveScore[]): {
+    finalScore: number;
+    confidence: number;
+    disagreement: number;
+  } {
+    if (perspectives.length === 0) {
+      return { finalScore: 0, confidence: 0, disagreement: 0 };
+    }
+
+    const weights: Record<string, number> = {
+      keywords: 0.25,
+      sentiment: 0.15,
+      entities: 0.20,
+      novelty: 0.10,
+      velocity: 0.15,
+      sources: 0.15,
+    };
+
+    let weightedSum = 0;
+    let totalWeight = 0;
+    let confidenceSum = 0;
+
+    for (const p of perspectives) {
+      const weight = weights[p.name] ?? 0.1;
+      weightedSum += p.score * weight * p.confidence;
+      totalWeight += weight;
+      confidenceSum += p.confidence;
+    }
+
+    const finalScore = totalWeight > 0 ? weightedSum / totalWeight : 0;
+    const avgConfidence = confidenceSum / perspectives.length;
+
+    const scores = perspectives.map(p => p.score);
+    const mean = scores.reduce((a, b) => a + b, 0) / scores.length;
+    const variance = scores.reduce((sum, s) => sum + Math.pow(s - mean, 2), 0) / scores.length;
+    const disagreement = Math.sqrt(variance);
+
+    return {
+      finalScore,
+      confidence: avgConfidence * (1 - disagreement * 0.5),
+      disagreement,
+    };
+  }
+
+  private isLowKeywordScore(perspectives: PerspectiveScore[]): boolean {
+    const keywordScore = perspectives.find(p => p.name === 'keywords')?.score ?? 0;
+    return keywordScore < 0.3;
+  }
+
+  private calculateCorrelations(analyzed: AnalyzedHeadline[]): Record<string, number> {
+    const perspectiveNames = ['keywords', 'sentiment', 'entities', 'novelty', 'velocity', 'sources'];
+    const correlations: Record<string, number> = {};
+
+    for (let i = 0; i < perspectiveNames.length; i++) {
+      for (let j = i + 1; j < perspectiveNames.length; j++) {
+        const name1 = perspectiveNames[i];
+        const name2 = perspectiveNames[j];
+
+        const scores1 = analyzed.map(a => a.perspectives.find(p => p.name === name1)?.score ?? 0);
+        const scores2 = analyzed.map(a => a.perspectives.find(p => p.name === name2)?.score ?? 0);
+
+        const correlation = this.pearsonCorrelation(scores1, scores2);
+        correlations[`${name1}-${name2}`] = correlation;
+      }
+    }
+
+    return correlations;
+  }
+
+  private pearsonCorrelation(x: number[], y: number[]): number {
+    const n = x.length;
+    if (n === 0) return 0;
+
+    const meanX = x.reduce((a, b) => a + b, 0) / n;
+    const meanY = y.reduce((a, b) => a + b, 0) / n;
+
+    let num = 0;
+    let denX = 0;
+    let denY = 0;
+
+    for (let i = 0; i < n; i++) {
+      const xi = x[i] ?? 0;
+      const yi = y[i] ?? 0;
+      const dx = xi - meanX;
+      const dy = yi - meanY;
+      num += dx * dy;
+      denX += dx * dx;
+      denY += dy * dy;
+    }
+
+    const den = Math.sqrt(denX * denY);
+    return den === 0 ? 0 : num / den;
+  }
+
+  private cosineSimilarity(a: number[], b: number[]): number {
+    let dot = 0;
+    let normA = 0;
+    let normB = 0;
+
+    for (let i = 0; i < a.length; i++) {
+      const ai = a[i] ?? 0;
+      const bi = b[i] ?? 0;
+      dot += ai * bi;
+      normA += ai * ai;
+      normB += bi * bi;
+    }
+
+    const denom = Math.sqrt(normA) * Math.sqrt(normB);
+    return denom === 0 ? 0 : dot / denom;
+  }
+
+  private async getEmbeddings(titles: string[]): Promise<number[][]> {
+    return mlWorker.embedTexts(titles);
+  }
+
+  private logReport(report: AnalysisReport, durationMs: number): void {
+    console.log(`%c⏱ Analysis completed in ${durationMs.toFixed(0)}ms`, 'color: #888');
+
+    console.log('\n%c📊 TOP BY CONSENSUS (high confidence)', 'color: #4ade80; font-weight: bold');
+    console.table(report.topByConsensus.slice(0, 5).map(h => ({
+      score: h.finalScore.toFixed(2),
+      conf: h.confidence.toFixed(2),
+      title: h.title.slice(0, 60) + (h.title.length > 60 ? '...' : ''),
+      topPerspective: h.perspectives.sort((a, b) => b.score - a.score)[0]?.name,
+    })));
+
+    if (report.topByDisagreement.length > 0) {
+      console.log('\n%c⚠️ HIGH DISAGREEMENT (perspectives conflict)', 'color: #f59e0b; font-weight: bold');
+      console.table(report.topByDisagreement.map(h => ({
+        disagreement: h.disagreement.toFixed(2),
+        title: h.title.slice(0, 50) + '...',
+        perspectives: h.perspectives.map(p => `${p.name}:${p.score.toFixed(1)}`).join(' | '),
+      })));
+    }
+
+    if (report.missedByKeywords.length > 0) {
+      console.log('\n%c🎯 POTENTIALLY MISSED (ML says important, keywords say no)', 'color: #ef4444; font-weight: bold');
+      report.missedByKeywords.forEach(h => {
+        const keywordScore = h.perspectives.find(p => p.name === 'keywords')?.score ?? 0;
+        const mlScores = h.perspectives.filter(p => p.name !== 'keywords');
+        console.log(`  %c"${h.title.slice(0, 70)}..."`, 'color: #fff');
+        console.log(`    keywords: ${(keywordScore * 100).toFixed(0)}% | ML avg: ${(mlScores.reduce((s, p) => s + p.score, 0) / mlScores.length * 100).toFixed(0)}%`);
+        mlScores.forEach(p => {
+          console.log(`      ${p.name}: ${(p.score * 100).toFixed(0)}% - ${p.reasoning}`);
+        });
+      });
+    }
+
+    console.log('\n%c📈 Perspective Correlations', 'color: #6b8afd');
+    const sortedCorr = Object.entries(report.perspectiveCorrelations)
+      .sort((a, b) => Math.abs(b[1]) - Math.abs(a[1]));
+    sortedCorr.slice(0, 5).forEach(([pair, corr]) => {
+      const color = corr > 0.5 ? '#4ade80' : corr < -0.2 ? '#ef4444' : '#888';
+      console.log(`  %c${pair}: ${corr.toFixed(2)}`, `color: ${color}`);
+    });
+  }
+
+  getLastReport(): AnalysisReport | null {
+    return this.lastReport;
+  }
+
+  getSuggestedImprovements(): string[] {
+    if (!this.lastReport) return [];
+
+    const suggestions: string[] = [];
+
+    if (this.lastReport.missedByKeywords.length > 2) {
+      suggestions.push('Consider adding more keywords to capture ML-detected important stories');
+    }
+
+    const avgDisagreement = this.lastReport.analyzed
+      .reduce((sum, a) => sum + a.disagreement, 0) / this.lastReport.analyzed.length;
+
+    if (avgDisagreement > 0.25) {
+      suggestions.push('High average disagreement - perspectives may need rebalancing');
+    }
+
+    const { perspectiveCorrelations } = this.lastReport;
+    const keywordSentiment = perspectiveCorrelations['keywords-sentiment'] ?? 0;
+    if (keywordSentiment < 0.3) {
+      suggestions.push('Low keyword-sentiment correlation - keyword list may be missing emotional content');
+    }
+
+    return suggestions;
+  }
+}
+
+export const parallelAnalysis = new ParallelAnalysisService();
diff --git a/src/services/persistent-cache.ts b/src/services/persistent-cache.ts
new file mode 100644
index 000000000..018375073
--- /dev/null
+++ b/src/services/persistent-cache.ts
@@ -0,0 +1,61 @@
+import { isDesktopRuntime } from './runtime';
+import { invokeTauri } from './tauri-bridge';
+
+type CacheEnvelope<T> = {
+  key: string;
+  updatedAt: number;
+  data: T;
+};
+
+const CACHE_PREFIX = 'worldmonitor-persistent-cache:';
+
+export async function getPersistentCache<T>(key: string): Promise<CacheEnvelope<T> | null> {
+  if (isDesktopRuntime()) {
+    try {
+      const value = await invokeTauri<CacheEnvelope<T> | null>('read_cache_entry', { key });
+      return value ?? null;
+    } catch (error) {
+      console.warn('[persistent-cache] Desktop read failed; falling back to localStorage', error);
+    }
+  }
+
+  try {
+    const raw = localStorage.getItem(`${CACHE_PREFIX}${key}`);
+    return raw ? JSON.parse(raw) as CacheEnvelope<T> : null;
+  } catch {
+    return null;
+  }
+}
+
+export async function setPersistentCache<T>(key: string, data: T): Promise<void> {
+  const payload: CacheEnvelope<T> = { key, data, updatedAt: Date.now() };
+
+  if (isDesktopRuntime()) {
+    try {
+      await invokeTauri<void>('write_cache_entry', { key, value: JSON.stringify(payload) });
+      return;
+    } catch (error) {
+      console.warn('[persistent-cache] Desktop write failed; falling back to localStorage', error);
+    }
+  }
+
+  try {
+    localStorage.setItem(`${CACHE_PREFIX}${key}`, JSON.stringify(payload));
+  } catch {
+    // Ignore quota errors
+  }
+}
+
+export function cacheAgeMs(updatedAt: number): number {
+  return Math.max(0, Date.now() - updatedAt);
+}
+
+export function describeFreshness(updatedAt: number): string {
+  const age = cacheAgeMs(updatedAt);
+  const mins = Math.floor(age / 60000);
+  if (mins < 1) return 'just now';
+  if (mins < 60) return `${mins}m ago`;
+  const hrs = Math.floor(mins / 60);
+  if (hrs < 24) return `${hrs}h ago`;
+  return `${Math.floor(hrs / 24)}d ago`;
+}
diff --git a/src/services/pizzint.ts b/src/services/pizzint.ts
new file mode 100644
index 000000000..8ce502da7
--- /dev/null
+++ b/src/services/pizzint.ts
@@ -0,0 +1,180 @@
+import type { PizzIntStatus, PizzIntLocation, PizzIntDefconLevel, GdeltTensionPair } from '@/types';
+import { createCircuitBreaker } from '@/utils';
+
+interface PizzIntApiResponse {
+  success: boolean;
+  data: Array<{
+    place_id: string;
+    name: string;
+    address: string;
+    current_popularity: number;
+    percentage_of_usual: number | null;
+    is_spike: boolean;
+    spike_magnitude: number | null;
+    data_source: string;
+    recorded_at: string;
+    data_freshness: 'fresh' | 'stale';
+    is_closed_now?: boolean;
+  }>;
+}
+
+interface GdeltApiResponse {
+  [key: string]: Array<{ t: number; v: number }>;
+}
+
+const pizzintBreaker = createCircuitBreaker<PizzIntStatus>({
+  name: 'PizzINT',
+  maxFailures: 3,
+  cooldownMs: 5 * 60 * 1000,
+  cacheTtlMs: 2 * 60 * 1000
+});
+
+const gdeltBreaker = createCircuitBreaker<GdeltTensionPair[]>({
+  name: 'GDELT Tensions',
+  maxFailures: 3,
+  cooldownMs: 5 * 60 * 1000,
+  cacheTtlMs: 10 * 60 * 1000
+});
+
+const DEFCON_THRESHOLDS: Array<{ level: PizzIntDefconLevel; min: number; label: string }> = [
+  { level: 1, min: 85, label: 'COCKED PISTOL • MAXIMUM READINESS' },
+  { level: 2, min: 70, label: 'FAST PACE • ARMED FORCES READY' },
+  { level: 3, min: 50, label: 'ROUND HOUSE • INCREASE FORCE READINESS' },
+  { level: 4, min: 25, label: 'DOUBLE TAKE • INCREASED INTELLIGENCE WATCH' },
+  { level: 5, min: 0, label: 'FADE OUT • LOWEST READINESS' },
+];
+
+function calculateDefcon(aggregateActivity: number, activeSpikes: number): { level: PizzIntDefconLevel; label: string } {
+  let adjusted = aggregateActivity;
+  if (activeSpikes > 0) adjusted += activeSpikes * 10;
+  adjusted = Math.min(100, adjusted);
+
+  for (const threshold of DEFCON_THRESHOLDS) {
+    if (adjusted >= threshold.min) {
+      return { level: threshold.level, label: threshold.label };
+    }
+  }
+  return { level: 5, label: 'FADE OUT • LOWEST READINESS' };
+}
+
+function extractCoordinates(address: string): { lat?: number; lng?: number } {
+  const match = address.match(/@(-?\d+\.?\d*),(-?\d+\.?\d*)/);
+  if (match && match[1] && match[2]) {
+    return { lat: parseFloat(match[1]), lng: parseFloat(match[2]) };
+  }
+  return {};
+}
+
+const defaultStatus: PizzIntStatus = {
+  defconLevel: 5,
+  defconLabel: 'FADE OUT • LOWEST READINESS',
+  aggregateActivity: 0,
+  activeSpikes: 0,
+  locationsMonitored: 0,
+  locationsOpen: 0,
+  lastUpdate: new Date(),
+  dataFreshness: 'stale',
+  locations: []
+};
+
+export async function fetchPizzIntStatus(): Promise<PizzIntStatus> {
+  return pizzintBreaker.execute(async () => {
+    const response = await fetch('/api/pizzint/dashboard-data');
+    if (!response.ok) throw new Error(`HTTP ${response.status}`);
+
+    const data: PizzIntApiResponse = await response.json();
+    if (!data.success || !data.data) throw new Error('Invalid response');
+
+    const locations: PizzIntLocation[] = data.data.map(loc => ({
+      ...loc,
+      is_closed_now: loc.is_closed_now ?? false,
+      ...extractCoordinates(loc.address)
+    }));
+
+    const openLocations = locations.filter(l => !l.is_closed_now);
+
+    // Use percentage_of_usual (comparison to baseline) as primary metric
+    // This matches PizzINT's calculation which compares current to expected activity
+    // Cap at 100 since values can exceed 100% (e.g., 200% = 2x normal)
+    const locationsWithUsual = locations.filter(l => l.percentage_of_usual !== null && l.percentage_of_usual > 0);
+    const aggregateActivity = locationsWithUsual.length > 0
+      ? Math.round(locationsWithUsual.reduce((sum, l) => sum + Math.min(l.percentage_of_usual ?? 0, 100), 0) / locationsWithUsual.length)
+      : openLocations.length > 0
+        ? Math.round(openLocations.reduce((sum, l) => sum + l.current_popularity, 0) / openLocations.length)
+        : 0;
+
+    const activeSpikes = locations.filter(l => l.is_spike).length;
+    const freshness = locations.some(l => l.data_freshness === 'fresh') ? 'fresh' : 'stale';
+
+    const { level, label } = calculateDefcon(aggregateActivity, activeSpikes);
+
+    const latestUpdate = locations.reduce((latest, loc) => {
+      const locDate = new Date(loc.recorded_at);
+      return locDate > latest ? locDate : latest;
+    }, new Date(0));
+
+    return {
+      defconLevel: level,
+      defconLabel: label,
+      aggregateActivity,
+      activeSpikes,
+      locationsMonitored: locations.length,
+      locationsOpen: openLocations.length,
+      lastUpdate: latestUpdate,
+      dataFreshness: freshness,
+      locations
+    };
+  }, defaultStatus);
+}
+
+const TENSION_PAIRS = [
+  { id: 'usa_russia', countries: ['USA', 'Russia'] as [string, string], label: 'USA ↔ Russia', region: 'europe' },
+  { id: 'russia_ukraine', countries: ['Russia', 'Ukraine'] as [string, string], label: 'Russia ↔ Ukraine', region: 'europe' },
+  { id: 'usa_china', countries: ['USA', 'China'] as [string, string], label: 'USA ↔ China', region: 'asia' },
+  { id: 'china_taiwan', countries: ['China', 'Taiwan'] as [string, string], label: 'China ↔ Taiwan', region: 'asia' },
+  { id: 'usa_iran', countries: ['USA', 'Iran'] as [string, string], label: 'USA ↔ Iran', region: 'middle_east' },
+  { id: 'usa_venezuela', countries: ['USA', 'Venezuela'] as [string, string], label: 'USA ↔ Venezuela', region: 'americas' },
+];
+
+export async function fetchGdeltTensions(): Promise<GdeltTensionPair[]> {
+  return gdeltBreaker.execute(async () => {
+    const pairs = TENSION_PAIRS.map(p => p.id).join(',');
+    const endDate = new Date().toISOString().slice(0, 10).replace(/-/g, '');
+    const startDate = new Date(Date.now() - 90 * 24 * 60 * 60 * 1000).toISOString().slice(0, 10).replace(/-/g, '');
+
+    const response = await fetch(`/api/pizzint/gdelt/batch?pairs=${pairs}&method=gpr&dateStart=${startDate}&dateEnd=${endDate}`);
+    if (!response.ok) throw new Error(`HTTP ${response.status}`);
+
+    const data: GdeltApiResponse = await response.json();
+
+    return TENSION_PAIRS.map(pair => {
+      const pairData = data[pair.id] || [];
+      const recent = pairData.slice(-7);
+      const older = pairData.slice(-14, -7);
+
+      const recentAvg = recent.length > 0 ? recent.reduce((s, d) => s + d.v, 0) / recent.length : 0;
+      const olderAvg = older.length > 0 ? older.reduce((s, d) => s + d.v, 0) / older.length : recentAvg;
+
+      const changePercent = olderAvg > 0 ? ((recentAvg - olderAvg) / olderAvg) * 100 : 0;
+      const trend = changePercent > 5 ? 'rising' : changePercent < -5 ? 'falling' : 'stable';
+
+      return {
+        id: pair.id,
+        countries: pair.countries,
+        label: pair.label,
+        score: Math.round(recentAvg * 100) / 100,
+        trend,
+        changePercent: Math.round(changePercent * 10) / 10,
+        region: pair.region
+      };
+    });
+  }, []);
+}
+
+export function getPizzIntStatus(): string {
+  return pizzintBreaker.getStatus();
+}
+
+export function getGdeltStatus(): string {
+  return gdeltBreaker.getStatus();
+}
diff --git a/src/services/polymarket.ts b/src/services/polymarket.ts
index 254a23310..17b6dc690 100644
--- a/src/services/polymarket.ts
+++ b/src/services/polymarket.ts
@@ -1,65 +1,412 @@
 import type { PredictionMarket } from '@/types';
-import { fetchWithProxy } from '@/utils';
+import { createCircuitBreaker } from '@/utils';
+import { SITE_VARIANT } from '@/config';
+import { isDesktopRuntime } from '@/services/runtime';
+import { tryInvokeTauri } from '@/services/tauri-bridge';
 
 interface PolymarketMarket {
   question: string;
-  outcomes?: string[];
-  outcomePrices?: string; // Stringified JSON array like "[\"0.02\", \"0.98\"]"
+  outcomes?: string;
+  outcomePrices?: string;
   volume?: string;
   volumeNum?: number;
   closed?: boolean;
+  slug?: string;
 }
 
-export async function fetchPredictions(): Promise<PredictionMarket[]> {
+interface PolymarketEvent {
+  id: string;
+  title: string;
+  slug: string;
+  volume?: number;
+  liquidity?: number;
+  markets?: PolymarketMarket[];
+  tags?: Array<{ slug: string }>;
+  closed?: boolean;
+}
+
+const GAMMA_API = 'https://gamma-api.polymarket.com';
+
+// Railway relay URL for Polymarket proxy (Cloudflare JA3 blocks Vercel)
+const wsRelayUrl = import.meta.env.VITE_WS_RELAY_URL || '';
+const RAILWAY_POLY_URL = wsRelayUrl
+  ? wsRelayUrl.replace('wss://', 'https://').replace('ws://', 'http://').replace(/\/$/, '') + '/polymarket'
+  : '';
+
+const breaker = createCircuitBreaker<PredictionMarket[]>({ name: 'Polymarket' });
+
+// Track whether direct browser→Polymarket fetch works
+// Cloudflare blocks server-side TLS but browsers pass JA3 fingerprint checks
+let directFetchWorks: boolean | null = null;
+
+async function polyFetch(endpoint: 'events' | 'markets', params: Record<string, string>): Promise<Response> {
+  const qs = new URLSearchParams(params).toString();
+
+  // Try direct browser fetch first (Cloudflare accepts browser TLS fingerprint)
+  if (directFetchWorks !== false) {
+    try {
+      const resp = await fetch(`${GAMMA_API}/${endpoint}?${qs}`, {
+        headers: { 'Accept': 'application/json' },
+      });
+      if (resp.ok) {
+        if (!directFetchWorks) console.log('[Polymarket] Direct browser fetch working');
+        directFetchWorks = true;
+        return resp;
+      }
+    } catch {
+      directFetchWorks = false;
+      console.log('[Polymarket] Direct fetch blocked by Cloudflare, using proxy');
+    }
+  }
+
+  // Desktop: use Tauri Rust command (native TLS bypasses Cloudflare JA3 blocking)
+  if (isDesktopRuntime()) {
+    try {
+      const body = await tryInvokeTauri<string>('fetch_polymarket', { path: endpoint, params: qs });
+      if (body) {
+        return new Response(body, {
+          status: 200,
+          headers: { 'Content-Type': 'application/json' },
+        });
+      }
+    } catch { /* Tauri command failed, fall through to proxy */ }
+  }
+
+  // Proxy params (expects 'tag' not 'tag_slug' for Vercel handler)
+  const proxyParams: Record<string, string> = { endpoint };
+  for (const [k, v] of Object.entries(params)) {
+    proxyParams[k === 'tag_slug' ? 'tag' : k] = v;
+  }
+  const proxyQs = new URLSearchParams(proxyParams).toString();
+
+  // Try Railway relay (different IP/TLS fingerprint than Vercel)
+  if (RAILWAY_POLY_URL) {
+    try {
+      const resp = await fetch(`${RAILWAY_POLY_URL}?${proxyQs}`);
+      if (resp.ok) {
+        const data = await resp.clone().json();
+        if (Array.isArray(data) && data.length > 0) return resp;
+      }
+    } catch { /* Railway unavailable */ }
+  }
+
+  // Try Vercel edge function
   try {
-    // Use /markets endpoint ordered by volume (most active first)
-    const response = await fetchWithProxy(
-      '/api/polymarket/markets?closed=false&order=volume&ascending=false&limit=25'
-    );
-    if (!response.ok) throw new Error(`HTTP ${response.status}`);
-    const data: PolymarketMarket[] = await response.json();
-
-    return data
-      .map((market) => {
-        // outcomePrices is a STRINGIFIED JSON array like "[\"0.02\", \"0.98\"]"
-        let yesPrice = 50; // default
-
-        try {
-          const pricesStr = market.outcomePrices;
-          if (pricesStr) {
-            // Parse the stringified JSON array
-            const prices: string[] = JSON.parse(pricesStr);
-            if (Array.isArray(prices) && prices.length >= 1 && prices[0]) {
-              const parsed = parseFloat(prices[0]);
-              if (!isNaN(parsed)) {
-                yesPrice = parsed * 100;
-              }
-            }
-          }
-        } catch {
-          // Keep default 50 if parsing fails
+    const resp = await fetch(`/api/polymarket?${proxyQs}`);
+    if (resp.ok) {
+      const data = await resp.clone().json();
+      if (Array.isArray(data) && data.length > 0) return resp;
+    }
+  } catch { /* local proxy failed */ }
+
+  // Final fallback: hit production endpoint directly
+  return fetch(`https://worldmonitor.app/api/polymarket?${proxyQs}`);
+}
+
+const GEOPOLITICAL_TAGS = [
+  'politics', 'geopolitics', 'elections', 'world',
+  'ukraine', 'china', 'middle-east', 'europe',
+  'economy', 'fed', 'inflation',
+];
+
+const TECH_TAGS = [
+  'ai', 'tech', 'crypto', 'science',
+  'elon-musk', 'business', 'economy',
+];
+
+const EXCLUDE_KEYWORDS = [
+  'nba', 'nfl', 'mlb', 'nhl', 'fifa', 'world cup', 'super bowl', 'championship',
+  'playoffs', 'oscar', 'grammy', 'emmy', 'box office', 'movie', 'album', 'song',
+  'streamer', 'influencer', 'celebrity', 'kardashian',
+  'bachelor', 'reality tv', 'mvp', 'touchdown', 'home run', 'goal scorer',
+  'academy award', 'bafta', 'golden globe', 'cannes', 'sundance',
+  'documentary', 'feature film', 'tv series', 'season finale',
+];
+
+function isExcluded(title: string): boolean {
+  const lower = title.toLowerCase();
+  return EXCLUDE_KEYWORDS.some(kw => lower.includes(kw));
+}
+
+function parseMarketPrice(market: PolymarketMarket): number {
+  try {
+    const pricesStr = market.outcomePrices;
+    if (pricesStr) {
+      const prices: string[] = JSON.parse(pricesStr);
+      if (prices.length >= 1) {
+        const parsed = parseFloat(prices[0]!);
+        if (!isNaN(parsed)) return parsed * 100;
+      }
+    }
+  } catch { /* keep default */ }
+  return 50;
+}
+
+function buildMarketUrl(eventSlug?: string, marketSlug?: string): string | undefined {
+  if (eventSlug) return `https://polymarket.com/event/${eventSlug}`;
+  if (marketSlug) return `https://polymarket.com/market/${marketSlug}`;
+  return undefined;
+}
+
+async function fetchEventsByTag(tag: string, limit = 30): Promise<PolymarketEvent[]> {
+  const response = await polyFetch('events', {
+    tag_slug: tag,
+    closed: 'false',
+    order: 'volume',
+    ascending: 'false',
+    limit: String(limit),
+  });
+  if (!response.ok) return [];
+  const data = await response.json();
+  return Array.isArray(data) ? data : [];
+}
+
+async function fetchTopMarkets(): Promise<PredictionMarket[]> {
+  const response = await polyFetch('markets', {
+    closed: 'false',
+    order: 'volume',
+    ascending: 'false',
+    limit: '100',
+  });
+  if (!response.ok) return [];
+  const data: PolymarketMarket[] = await response.json();
+
+  return data
+    .filter(m => m.question && !isExcluded(m.question))
+    .map(m => {
+      const yesPrice = parseMarketPrice(m);
+      const volume = m.volumeNum ?? (m.volume ? parseFloat(m.volume) : 0);
+      return {
+        title: m.question,
+        yesPrice,
+        volume,
+        url: buildMarketUrl(undefined, m.slug),
+      };
+    });
+}
+
+export async function fetchPredictions(): Promise<PredictionMarket[]> {
+  return breaker.execute(async () => {
+    const tags = SITE_VARIANT === 'tech' ? TECH_TAGS : GEOPOLITICAL_TAGS;
+
+    const eventResults = await Promise.all(tags.map(tag => fetchEventsByTag(tag, 20)));
+
+    const seen = new Set<string>();
+    const markets: PredictionMarket[] = [];
+
+    for (const events of eventResults) {
+      for (const event of events) {
+        if (event.closed || seen.has(event.id)) continue;
+        seen.add(event.id);
+
+        if (isExcluded(event.title)) continue;
+
+        const eventVolume = event.volume ?? 0;
+        if (eventVolume < 1000) continue;
+
+        if (event.markets && event.markets.length > 0) {
+          const topMarket = event.markets.reduce((best, m) => {
+            const vol = m.volumeNum ?? (m.volume ? parseFloat(m.volume) : 0);
+            const bestVol = best.volumeNum ?? (best.volume ? parseFloat(best.volume) : 0);
+            return vol > bestVol ? m : best;
+          });
+
+          const yesPrice = parseMarketPrice(topMarket);
+          markets.push({
+            title: topMarket.question || event.title,
+            yesPrice,
+            volume: eventVolume,
+            url: buildMarketUrl(event.slug),
+          });
+        } else {
+          markets.push({
+            title: event.title,
+            yesPrice: 50,
+            volume: eventVolume,
+            url: buildMarketUrl(event.slug),
+          });
         }
+      }
+    }
 
-        const volume = market.volumeNum ?? (market.volume ? parseFloat(market.volume) : 0);
+    // Fallback: only fetch top markets if tag queries didn't yield enough
+    if (markets.length < 15) {
+      const fallbackMarkets = await fetchTopMarkets();
+      for (const m of fallbackMarkets) {
+        if (markets.length >= 20) break;
+        if (!markets.some(existing => existing.title === m.title)) {
+          markets.push(m);
+        }
+      }
+    }
 
-        return {
-          title: market.question || '',
-          yesPrice,
-          volume,
-        };
+    // Sort by volume descending, then filter for meaningful signal
+    const result = markets
+      .filter(m => {
+        const discrepancy = Math.abs(m.yesPrice - 50);
+        return discrepancy > 5 || (m.volume && m.volume > 50000);
       })
-      .filter((p) => {
-        // Filter out empty titles and ensure valid price
-        if (!p.title || isNaN(p.yesPrice)) return false;
-
-        // Filter for "interesting" markets - those with strong signals (far from 50%)
-        // Keep markets where Yes is below 40% or above 60%
-        const discrepancy = Math.abs(p.yesPrice - 50);
-        return discrepancy > 10 || (p.volume && p.volume > 10000);
-      })
-      .slice(0, 12); // Limit to 12 predictions
+      .sort((a, b) => (b.volume ?? 0) - (a.volume ?? 0))
+      .slice(0, 15);
+
+    // Throw on empty so circuit breaker doesn't cache a failed upstream as "success"
+    if (result.length === 0 && markets.length === 0) {
+      throw new Error('No markets returned — upstream may be down');
+    }
+
+    return result;
+  }, []);
+}
+
+export function getPolymarketStatus(): string {
+  return breaker.getStatus();
+}
+
+const COUNTRY_TAG_MAP: Record<string, string[]> = {
+  'United States': ['usa', 'politics', 'elections'],
+  'Russia': ['russia', 'geopolitics', 'ukraine'],
+  'Ukraine': ['ukraine', 'geopolitics', 'russia'],
+  'China': ['china', 'geopolitics', 'asia'],
+  'Taiwan': ['china', 'asia', 'geopolitics'],
+  'Israel': ['middle-east', 'geopolitics'],
+  'Palestine': ['middle-east', 'geopolitics'],
+  'Iran': ['middle-east', 'geopolitics'],
+  'Saudi Arabia': ['middle-east', 'geopolitics'],
+  'Turkey': ['middle-east', 'europe'],
+  'India': ['asia', 'geopolitics'],
+  'Japan': ['asia', 'geopolitics'],
+  'South Korea': ['asia', 'geopolitics'],
+  'North Korea': ['asia', 'geopolitics'],
+  'United Kingdom': ['europe', 'politics'],
+  'France': ['europe', 'politics'],
+  'Germany': ['europe', 'politics'],
+  'Italy': ['europe', 'politics'],
+  'Poland': ['europe', 'geopolitics'],
+  'Brazil': ['world', 'politics'],
+  'United Arab Emirates': ['middle-east', 'world'],
+  'Mexico': ['world', 'politics'],
+  'Argentina': ['world', 'politics'],
+  'Canada': ['world', 'politics'],
+  'Australia': ['world', 'politics'],
+  'South Africa': ['world', 'politics'],
+  'Nigeria': ['world', 'politics'],
+  'Egypt': ['middle-east', 'world'],
+  'Pakistan': ['asia', 'geopolitics'],
+  'Syria': ['middle-east', 'geopolitics'],
+  'Yemen': ['middle-east', 'geopolitics'],
+  'Lebanon': ['middle-east', 'geopolitics'],
+  'Iraq': ['middle-east', 'geopolitics'],
+  'Afghanistan': ['geopolitics', 'world'],
+  'Venezuela': ['world', 'politics'],
+  'Colombia': ['world', 'politics'],
+  'Sudan': ['world', 'geopolitics'],
+  'Myanmar': ['asia', 'geopolitics'],
+  'Philippines': ['asia', 'world'],
+  'Indonesia': ['asia', 'world'],
+  'Thailand': ['asia', 'world'],
+  'Vietnam': ['asia', 'world'],
+};
+
+function getCountryVariants(country: string): string[] {
+  const lower = country.toLowerCase();
+  const variants = [lower];
+
+  const VARIANT_MAP: Record<string, string[]> = {
+    'russia': ['russian', 'moscow', 'kremlin', 'putin'],
+    'ukraine': ['ukrainian', 'kyiv', 'kiev', 'zelensky', 'zelenskyy'],
+    'china': ['chinese', 'beijing', 'xi jinping', 'prc'],
+    'taiwan': ['taiwanese', 'taipei', 'tsmc'],
+    'united states': ['american', 'usa', 'biden', 'trump', 'washington'],
+    'israel': ['israeli', 'netanyahu', 'idf', 'tel aviv'],
+    'palestine': ['palestinian', 'gaza', 'hamas', 'west bank'],
+    'iran': ['iranian', 'tehran', 'khamenei', 'irgc'],
+    'north korea': ['dprk', 'pyongyang', 'kim jong un'],
+    'south korea': ['korean', 'seoul'],
+    'saudi arabia': ['saudi', 'riyadh', 'mbs'],
+    'united kingdom': ['british', 'uk', 'britain', 'london'],
+    'france': ['french', 'paris', 'macron'],
+    'germany': ['german', 'berlin', 'scholz'],
+    'turkey': ['turkish', 'ankara', 'erdogan'],
+    'india': ['indian', 'delhi', 'modi'],
+    'japan': ['japanese', 'tokyo'],
+    'brazil': ['brazilian', 'brasilia', 'lula', 'bolsonaro'],
+    'united arab emirates': ['uae', 'emirati', 'dubai', 'abu dhabi'],
+    'syria': ['syrian', 'damascus', 'assad'],
+    'yemen': ['yemeni', 'houthi', 'sanaa'],
+    'lebanon': ['lebanese', 'beirut', 'hezbollah'],
+    'egypt': ['egyptian', 'cairo', 'sisi'],
+    'pakistan': ['pakistani', 'islamabad'],
+    'sudan': ['sudanese', 'khartoum'],
+    'myanmar': ['burmese', 'burma'],
+  };
+
+  const extra = VARIANT_MAP[lower];
+  if (extra) variants.push(...extra);
+  return variants;
+}
+
+export async function fetchCountryMarkets(country: string): Promise<PredictionMarket[]> {
+  const tags = COUNTRY_TAG_MAP[country] ?? ['geopolitics', 'world'];
+  const uniqueTags = [...new Set(tags)].slice(0, 3);
+  const variants = getCountryVariants(country);
+
+  try {
+    const eventResults = await Promise.all(uniqueTags.map(tag => fetchEventsByTag(tag, 30)));
+    const seen = new Set<string>();
+    const markets: PredictionMarket[] = [];
+
+    for (const events of eventResults) {
+      for (const event of events) {
+        if (event.closed || seen.has(event.id)) continue;
+        seen.add(event.id);
+
+        const titleLower = event.title.toLowerCase();
+        const eventTitleMatches = variants.some(v => titleLower.includes(v));
+        if (!eventTitleMatches) {
+          const marketTitles = (event.markets ?? []).map(m => (m.question ?? '').toLowerCase());
+          if (!marketTitles.some(mt => variants.some(v => mt.includes(v)))) continue;
+        }
+
+        if (isExcluded(event.title)) continue;
+
+        if (event.markets && event.markets.length > 0) {
+          // When the event title itself matches (e.g. "French election"), pick
+          // the highest-volume sub-market.  When only a sub-market matched
+          // (e.g. "Macron" inside a "next leader out" event), restrict to
+          // the matching sub-markets so we don't surface irrelevant ones.
+          const candidates = eventTitleMatches
+            ? event.markets
+            : event.markets.filter(m =>
+                variants.some(v => (m.question ?? '').toLowerCase().includes(v)));
+          if (candidates.length === 0) continue;
+
+          const topMarket = candidates.reduce((best, m) => {
+            const vol = m.volumeNum ?? (m.volume ? parseFloat(m.volume) : 0);
+            const bestVol = best.volumeNum ?? (best.volume ? parseFloat(best.volume) : 0);
+            return vol > bestVol ? m : best;
+          });
+          markets.push({
+            title: topMarket.question || event.title,
+            yesPrice: parseMarketPrice(topMarket),
+            volume: event.volume ?? 0,
+            url: buildMarketUrl(event.slug),
+          });
+        } else {
+          markets.push({
+            title: event.title,
+            yesPrice: 50,
+            volume: event.volume ?? 0,
+            url: buildMarketUrl(event.slug),
+          });
+        }
+      }
+    }
+
+    return markets
+      .sort((a, b) => (b.volume ?? 0) - (a.volume ?? 0))
+      .slice(0, 5);
   } catch (e) {
-    console.error('Failed to fetch predictions:', e);
+    console.error(`[Polymarket] fetchCountryMarkets(${country}) failed:`, e);
     return [];
   }
 }
diff --git a/src/services/population-exposure.ts b/src/services/population-exposure.ts
new file mode 100644
index 000000000..977bb9606
--- /dev/null
+++ b/src/services/population-exposure.ts
@@ -0,0 +1,109 @@
+import { createCircuitBreaker } from '@/utils';
+import type { CountryPopulation, PopulationExposure } from '@/types';
+
+interface CountriesResponse {
+  success: boolean;
+  countries: CountryPopulation[];
+}
+
+interface ExposureResponse {
+  success: boolean;
+  exposedPopulation: number;
+  exposureRadiusKm: number;
+  nearestCountry: string;
+  densityPerKm2: number;
+}
+
+const countriesBreaker = createCircuitBreaker<CountriesResponse>({ name: 'WorldPop Countries' });
+
+export async function fetchCountryPopulations(): Promise<CountryPopulation[]> {
+  const result = await countriesBreaker.execute(async () => {
+    const response = await fetch('/api/worldpop-exposure?mode=countries', {
+      headers: { Accept: 'application/json' },
+    });
+    if (!response.ok) throw new Error(`HTTP ${response.status}`);
+    return response.json();
+  }, { success: false, countries: [] });
+
+  return result.countries;
+}
+
+export async function fetchExposure(lat: number, lon: number, radiusKm: number): Promise<ExposureResponse | null> {
+  try {
+    const response = await fetch(
+      `/api/worldpop-exposure?mode=exposure&lat=${lat}&lon=${lon}&radius=${radiusKm}`,
+      { headers: { Accept: 'application/json' } }
+    );
+    if (!response.ok) return null;
+    return response.json();
+  } catch {
+    return null;
+  }
+}
+
+interface EventForExposure {
+  id: string;
+  name: string;
+  type: string;
+  lat: number;
+  lon: number;
+}
+
+function getRadiusForEventType(type: string): number {
+  switch (type) {
+    case 'conflict':
+    case 'battle':
+    case 'state-based':
+    case 'non-state':
+    case 'one-sided':
+      return 50;
+    case 'earthquake':
+      return 100;
+    case 'flood':
+      return 100;
+    case 'fire':
+    case 'wildfire':
+      return 30;
+    default:
+      return 50;
+  }
+}
+
+export async function enrichEventsWithExposure(
+  events: EventForExposure[],
+): Promise<PopulationExposure[]> {
+  const MAX_CONCURRENT = 10;
+  const results: PopulationExposure[] = [];
+
+  for (let i = 0; i < events.length; i += MAX_CONCURRENT) {
+    const batch = events.slice(i, i + MAX_CONCURRENT);
+    const batchResults = await Promise.allSettled(
+      batch.map(async (event) => {
+        const radius = getRadiusForEventType(event.type);
+        const exposure = await fetchExposure(event.lat, event.lon, radius);
+        if (!exposure) return null;
+        return {
+          eventId: event.id,
+          eventName: event.name,
+          eventType: event.type,
+          lat: event.lat,
+          lon: event.lon,
+          exposedPopulation: exposure.exposedPopulation,
+          exposureRadiusKm: radius,
+        } as PopulationExposure;
+      })
+    );
+
+    for (const r of batchResults) {
+      if (r.status === 'fulfilled' && r.value) results.push(r.value);
+    }
+  }
+
+  return results.sort((a, b) => b.exposedPopulation - a.exposedPopulation);
+}
+
+export function formatPopulation(n: number): string {
+  if (n >= 1_000_000) return `${(n / 1_000_000).toFixed(1)}M`;
+  if (n >= 1_000) return `${(n / 1_000).toFixed(0)}K`;
+  return String(n);
+}
diff --git a/src/services/protests.ts b/src/services/protests.ts
index 786b05d25..64584894b 100644
--- a/src/services/protests.ts
+++ b/src/services/protests.ts
@@ -1,13 +1,18 @@
 import type { SocialUnrestEvent, ProtestSeverity, ProtestEventType } from '@/types';
 import { INTEL_HOTSPOTS } from '@/config';
-import { generateId } from '@/utils';
+import { generateId, createCircuitBreaker } from '@/utils';
 
-// ACLED API - requires free registration at acleddata.com
-const ACLED_API_URL = '/api/acled/api/acled/read';
-const ACLED_ACCESS_TOKEN = import.meta.env.VITE_ACLED_ACCESS_TOKEN || '';
+// ACLED API - proxied through serverless function (token kept server-side)
+const ACLED_PROXY_URL = '/api/acled';
 
 // GDELT GEO 2.0 API - no auth required
-const GDELT_GEO_URL = '/api/gdelt/api/v2/geo/geo';
+const GDELT_GEO_URL = '/api/gdelt-geo';
+
+const acledBreaker = createCircuitBreaker<SocialUnrestEvent[]>({ name: 'ACLED Protests' });
+const gdeltBreaker = createCircuitBreaker<SocialUnrestEvent[]>({ name: 'GDELT Events' });
+
+// Track if ACLED is configured (determined by first API call)
+let acledConfigured: boolean | null = null;
 
 // Haversine distance calculation
 function haversineKm(lat1: number, lon1: number, lat2: number, lon2: number): number {
@@ -68,40 +73,35 @@ interface AcledEvent {
 }
 
 async function fetchAcledEvents(): Promise<SocialUnrestEvent[]> {
-  if (!ACLED_ACCESS_TOKEN) {
-    console.warn('[Protests] ACLED access token not configured. Get token at acleddata.com');
-    return [];
-  }
-
-  try {
-    const thirtyDaysAgo = new Date();
-    thirtyDaysAgo.setDate(thirtyDaysAgo.getDate() - 30);
-    const startDate = thirtyDaysAgo.toISOString().split('T')[0] || '';
-    const endDate = new Date().toISOString().split('T')[0] || '';
-
-    const params = new URLSearchParams();
-    params.set('event_type', 'Protests');
-    params.set('event_date', `${startDate}|${endDate}`);
-    params.set('event_date_where', 'BETWEEN');
-    params.set('limit', '500');
-    params.set('_format', 'json');
-
-    const response = await fetch(`${ACLED_API_URL}?${params}`, {
-      headers: {
-        Accept: 'application/json',
-        Authorization: `Bearer ${ACLED_ACCESS_TOKEN}`,
-      },
+  return acledBreaker.execute(async () => {
+    // Use server-side proxy (token not exposed to client)
+    const response = await fetch(ACLED_PROXY_URL, {
+      headers: { Accept: 'application/json' },
     });
 
     if (!response.ok) {
-      console.error('[Protests] ACLED API error:', response.status);
-      return [];
+      if (response.status === 429) {
+        console.warn('[ACLED] Rate limited, will retry later');
+      }
+      throw new Error(`HTTP ${response.status}`);
     }
 
-    const data = await response.json();
-    const events: AcledEvent[] = data.data || [];
+    const result = await response.json();
+
+    // Check if ACLED is configured on server
+    if (result.configured === false) {
+      acledConfigured = false;
+      throw new Error('ACLED not configured');
+    }
 
-    return events.map((e): SocialUnrestEvent => {
+    acledConfigured = true;
+    const events: AcledEvent[] = result.data || [];
+
+    return events.filter(e => {
+      const lat = parseFloat(e.latitude);
+      const lon = parseFloat(e.longitude);
+      return Number.isFinite(lat) && Number.isFinite(lon) && lat >= -90 && lat <= 90 && lon >= -180 && lon <= 180;
+    }).map((e): SocialUnrestEvent => {
       const lat = parseFloat(e.latitude);
       const lon = parseFloat(e.longitude);
       const fatalities = parseInt(e.fatalities, 10) || 0;
@@ -128,10 +128,7 @@ async function fetchAcledEvents(): Promise<SocialUnrestEvent[]> {
         validated: true,
       };
     });
-  } catch (error) {
-    console.error('[Protests] ACLED fetch error:', error);
-    return [];
-  }
+  }, []);
 }
 
 interface GdeltGeoFeature {
@@ -154,9 +151,7 @@ interface GdeltGeoResponse {
 }
 
 async function fetchGdeltEvents(): Promise<SocialUnrestEvent[]> {
-  try {
-    // GDELT GEO API - use simple query to avoid encoding issues
-    // "protest" captures most civil unrest events
+  return gdeltBreaker.execute(async () => {
     const params = new URLSearchParams({
       query: 'protest',
       format: 'geojson',
@@ -168,10 +163,7 @@ async function fetchGdeltEvents(): Promise<SocialUnrestEvent[]> {
       headers: { Accept: 'application/json' },
     });
 
-    if (!response.ok) {
-      console.error('[Protests] GDELT API error:', response.status);
-      return [];
-    }
+    if (!response.ok) throw new Error(`HTTP ${response.status}`);
 
     const data: GdeltGeoResponse = await response.json();
     const allEvents: SocialUnrestEvent[] = [];
@@ -182,12 +174,15 @@ async function fetchGdeltEvents(): Promise<SocialUnrestEvent[]> {
       if (!name || seenLocations.has(name)) continue;
 
       const count = feature.properties.count || 1;
-      // Only show high-signal locations (200+ reports)
-      if (count < 200) continue;
+      if (count < 5) continue; // Filter noise but keep meaningful events
 
-      seenLocations.add(name);
+      const coords = feature.geometry?.coordinates;
+      if (!Array.isArray(coords) || coords.length < 2) continue;
 
-      const [lon, lat] = feature.geometry.coordinates;
+      const [lon, lat] = coords;
+      if (!Number.isFinite(lat) || !Number.isFinite(lon) || lat < -90 || lat > 90 || lon < -180 || lon > 180) continue;
+
+      seenLocations.add(name);
       const lowerName = name.toLowerCase();
 
       let severity: ProtestSeverity = 'medium';
@@ -223,12 +218,8 @@ async function fetchGdeltEvents(): Promise<SocialUnrestEvent[]> {
       });
     }
 
-    console.log(`[Protests] GDELT returned ${allEvents.length} locations`);
     return allEvents;
-  } catch (error) {
-    console.error('[Protests] GDELT fetch error:', error);
-    return [];
-  }
+  }, []);
 }
 
 // Deduplicate events from multiple sources
@@ -297,6 +288,9 @@ export async function fetchProtestEvents(): Promise<ProtestData> {
 
   console.log(`[Protests] Fetched ${acledEvents.length} ACLED, ${gdeltEvents.length} GDELT events`);
 
+  // Note: Data freshness is recorded in App.ts AFTER ingestProtestsForCII()
+  // to avoid race conditions where the Strategic Risk panel refreshes before CII data is ingested
+
   // Combine and deduplicate
   const allEvents = deduplicateEvents([...acledEvents, ...gdeltEvents]);
   const sorted = sortEvents(allEvents);
@@ -320,9 +314,9 @@ export async function fetchProtestEvents(): Promise<ProtestData> {
   };
 }
 
-export function getProtestStatus(): { acledConfigured: boolean; gdeltAvailable: boolean } {
+export function getProtestStatus(): { acledConfigured: boolean | null; gdeltAvailable: boolean } {
   return {
-    acledConfigured: Boolean(ACLED_ACCESS_TOKEN),
+    acledConfigured, // null = unknown, true = configured, false = not configured
     gdeltAvailable: true,
   };
 }
diff --git a/src/services/related-assets.ts b/src/services/related-assets.ts
index 36f0e84ed..32bee4ed8 100644
--- a/src/services/related-assets.ts
+++ b/src/services/related-assets.ts
@@ -163,4 +163,12 @@ export function getAssetLabel(type: AssetType): string {
   return ASSET_LABELS[type];
 }
 
+export function getNearbyInfrastructure(
+  lat: number, lon: number, types: AssetType[]
+): RelatedAsset[] {
+  return findNearbyAssets({ lat, lon, label: 'country-centroid' }, types);
+}
+
+export { haversineDistanceKm };
+
 export { MAX_DISTANCE_KM };
diff --git a/src/services/rss.ts b/src/services/rss.ts
index bf9a34a2f..1389ad97c 100644
--- a/src/services/rss.ts
+++ b/src/services/rss.ts
@@ -1,8 +1,95 @@
 import type { Feed, NewsItem } from '@/types';
-import { ALERT_KEYWORDS } from '@/config';
+import { SITE_VARIANT } from '@/config';
 import { chunkArray, fetchWithProxy } from '@/utils';
+import { classifyByKeyword, classifyWithAI } from './threat-classifier';
+import { inferGeoHubsFromTitle } from './geo-hub-index';
+import { getPersistentCache, setPersistentCache } from './persistent-cache';
+import { ingestHeadlines } from './trending-keywords';
+
+// Per-feed circuit breaker: track failures and cooldowns
+const FEED_COOLDOWN_MS = 5 * 60 * 1000; // 5 minutes after failure
+const MAX_FAILURES = 2; // failures before cooldown
+const MAX_CACHE_ENTRIES = 100; // Prevent unbounded growth
+const feedFailures = new Map<string, { count: number; cooldownUntil: number }>();
+const feedCache = new Map<string, { items: NewsItem[]; timestamp: number }>();
+const CACHE_TTL = 10 * 60 * 1000; // 10 minutes
+
+function toSerializable(items: NewsItem[]): Array<Omit<NewsItem, 'pubDate'> & { pubDate: string }> {
+  return items.map(item => ({ ...item, pubDate: item.pubDate.toISOString() }));
+}
+
+function fromSerializable(items: Array<Omit<NewsItem, 'pubDate'> & { pubDate: string }>): NewsItem[] {
+  return items.map(item => ({ ...item, pubDate: new Date(item.pubDate) }));
+}
+
+async function loadPersistentFeed(feedName: string): Promise<NewsItem[] | null> {
+  const entry = await getPersistentCache<Array<Omit<NewsItem, 'pubDate'> & { pubDate: string }>>(`feed:${feedName}`);
+  if (!entry?.data?.length) return null;
+  return fromSerializable(entry.data);
+}
+
+// Clean up stale entries to prevent unbounded growth
+function cleanupCaches(): void {
+  const now = Date.now();
+
+  for (const [key, value] of feedCache) {
+    if (now - value.timestamp > CACHE_TTL * 2) {
+      feedCache.delete(key);
+    }
+  }
+
+  for (const [key, state] of feedFailures) {
+    if (state.cooldownUntil > 0 && now > state.cooldownUntil) {
+      feedFailures.delete(key);
+    }
+  }
+
+  if (feedCache.size > MAX_CACHE_ENTRIES) {
+    const entries = Array.from(feedCache.entries())
+      .sort((a, b) => a[1].timestamp - b[1].timestamp);
+    const toRemove = entries.slice(0, entries.length - MAX_CACHE_ENTRIES);
+    for (const [key] of toRemove) {
+      feedCache.delete(key);
+    }
+  }
+}
+
+function isFeedOnCooldown(feedName: string): boolean {
+  const state = feedFailures.get(feedName);
+  if (!state) return false;
+  if (Date.now() < state.cooldownUntil) return true;
+  if (state.cooldownUntil > 0) feedFailures.delete(feedName);
+  return false;
+}
+
+function recordFeedFailure(feedName: string): void {
+  const state = feedFailures.get(feedName) || { count: 0, cooldownUntil: 0 };
+  state.count++;
+  if (state.count >= MAX_FAILURES) {
+    state.cooldownUntil = Date.now() + FEED_COOLDOWN_MS;
+    console.warn(`[RSS] ${feedName} on cooldown for 5 minutes after ${state.count} failures`);
+  }
+  feedFailures.set(feedName, state);
+}
+
+function recordFeedSuccess(feedName: string): void {
+  feedFailures.delete(feedName);
+}
 
 export async function fetchFeed(feed: Feed): Promise<NewsItem[]> {
+  if (feedCache.size > MAX_CACHE_ENTRIES / 2) cleanupCaches();
+
+  if (isFeedOnCooldown(feed.name)) {
+    const cached = feedCache.get(feed.name);
+    if (cached) return cached.items;
+    return (await loadPersistentFeed(feed.name)) || [];
+  }
+
+  const cached = feedCache.get(feed.name);
+  if (cached && Date.now() - cached.timestamp < CACHE_TTL) {
+    return cached.items;
+  }
+
   try {
     const response = await fetchWithProxy(feed.url);
     if (!response.ok) throw new Error(`HTTP ${response.status}`);
@@ -13,21 +100,35 @@ export async function fetchFeed(feed: Feed): Promise<NewsItem[]> {
     const parseError = doc.querySelector('parsererror');
     if (parseError) {
       console.warn(`Parse error for ${feed.name}`);
-      return [];
+      recordFeedFailure(feed.name);
+      const persistent = await loadPersistentFeed(feed.name);
+      return cached?.items || persistent || [];
     }
 
-    const items = doc.querySelectorAll('item');
+    let items = doc.querySelectorAll('item');
+    const isAtom = items.length === 0;
+    if (isAtom) items = doc.querySelectorAll('entry');
 
-    return Array.from(items)
+    const parsed = Array.from(items)
       .slice(0, 5)
       .map((item) => {
         const title = item.querySelector('title')?.textContent || '';
-        const link = item.querySelector('link')?.textContent || '';
-        const pubDateStr = item.querySelector('pubDate')?.textContent || '';
+        let link = '';
+        if (isAtom) {
+          const linkEl = item.querySelector('link[href]');
+          link = linkEl?.getAttribute('href') || '';
+        } else {
+          link = item.querySelector('link')?.textContent || '';
+        }
+
+        const pubDateStr = isAtom
+          ? (item.querySelector('published')?.textContent || item.querySelector('updated')?.textContent || '')
+          : (item.querySelector('pubDate')?.textContent || '');
         const pubDate = pubDateStr ? new Date(pubDateStr) : new Date();
-        const isAlert = ALERT_KEYWORDS.some((kw) =>
-          title.toLowerCase().includes(kw)
-        );
+        const threat = classifyByKeyword(title, SITE_VARIANT);
+        const isAlert = threat.level === 'critical' || threat.level === 'high';
+        const geoMatches = inferGeoHubsFromTitle(title);
+        const topGeo = geoMatches[0];
 
         return {
           source: feed.name,
@@ -35,11 +136,38 @@ export async function fetchFeed(feed: Feed): Promise<NewsItem[]> {
           link,
           pubDate,
           isAlert,
+          threat,
+          ...(topGeo && { lat: topGeo.hub.lat, lon: topGeo.hub.lon, locationName: topGeo.hub.name }),
         };
       });
+
+    feedCache.set(feed.name, { items: parsed, timestamp: Date.now() });
+    void setPersistentCache(`feed:${feed.name}`, toSerializable(parsed));
+    recordFeedSuccess(feed.name);
+    ingestHeadlines(parsed.map(item => ({
+      title: item.title,
+      pubDate: item.pubDate,
+      source: item.source,
+      link: item.link,
+    })));
+
+    for (const item of parsed) {
+      if (item.threat.source === 'keyword') {
+        classifyWithAI(item.title, SITE_VARIANT).then((aiResult) => {
+          if (aiResult && aiResult.confidence > item.threat.confidence) {
+            item.threat = aiResult;
+            item.isAlert = aiResult.level === 'critical' || aiResult.level === 'high';
+          }
+        }).catch(() => {});
+      }
+    }
+
+    return parsed;
   } catch (e) {
     console.error(`Failed to fetch ${feed.name}:`, e);
-    return [];
+    recordFeedFailure(feed.name);
+    const persistent = await loadPersistentFeed(feed.name);
+    return cached?.items || persistent || [];
   }
 }
 
@@ -50,17 +178,43 @@ export async function fetchCategoryFeeds(
     onBatch?: (items: NewsItem[]) => void;
   } = {}
 ): Promise<NewsItem[]> {
+  const topLimit = 20;
   const batchSize = options.batchSize ?? 5;
   const batches = chunkArray(feeds, batchSize);
-  const items: NewsItem[] = [];
+  const topItems: NewsItem[] = [];
+  let totalItems = 0;
+
+  const ensureSortedDescending = () => [...topItems].sort((a, b) => b.pubDate.getTime() - a.pubDate.getTime());
+
+  const insertTopItem = (item: NewsItem) => {
+    totalItems += 1;
+    if (topItems.length < topLimit) {
+      topItems.push(item);
+      if (topItems.length === topLimit) topItems.sort((a, b) => a.pubDate.getTime() - b.pubDate.getTime());
+      return;
+    }
+
+    const itemTime = item.pubDate.getTime();
+    if (itemTime <= topItems[0]!.pubDate.getTime()) return;
+
+    topItems[0] = item;
+    for (let i = 0; i < topItems.length - 1; i += 1) {
+      if (topItems[i]!.pubDate.getTime() <= topItems[i + 1]!.pubDate.getTime()) break;
+      [topItems[i], topItems[i + 1]] = [topItems[i + 1]!, topItems[i]!];
+    }
+  };
 
   for (const batch of batches) {
     const results = await Promise.all(batch.map(fetchFeed));
-    items.push(...results.flat());
+    results.flat().forEach(insertTopItem);
+    options.onBatch?.(ensureSortedDescending());
+  }
 
-    items.sort((a, b) => b.pubDate.getTime() - a.pubDate.getTime());
-    options.onBatch?.(items.slice(0, 20));
+  if (totalItems > 0) {
+    import('./data-freshness').then(({ dataFreshness }) => {
+      dataFreshness.recordUpdate('rss', totalItems);
+    });
   }
 
-  return items.slice(0, 20);
+  return ensureSortedDescending();
 }
diff --git a/src/services/runtime-config.ts b/src/services/runtime-config.ts
new file mode 100644
index 000000000..27a645e9c
--- /dev/null
+++ b/src/services/runtime-config.ts
@@ -0,0 +1,472 @@
+import { isDesktopRuntime } from './runtime';
+import { invokeTauri } from './tauri-bridge';
+
+export type RuntimeSecretKey =
+  | 'GROQ_API_KEY'
+  | 'OPENROUTER_API_KEY'
+  | 'FRED_API_KEY'
+  | 'EIA_API_KEY'
+  | 'CLOUDFLARE_API_TOKEN'
+  | 'ACLED_ACCESS_TOKEN'
+  | 'URLHAUS_AUTH_KEY'
+  | 'OTX_API_KEY'
+  | 'ABUSEIPDB_API_KEY'
+  | 'WINGBITS_API_KEY'
+  | 'WS_RELAY_URL'
+  | 'VITE_OPENSKY_RELAY_URL'
+  | 'OPENSKY_CLIENT_ID'
+  | 'OPENSKY_CLIENT_SECRET'
+  | 'AISSTREAM_API_KEY'
+  | 'FINNHUB_API_KEY'
+  | 'NASA_FIRMS_API_KEY';
+
+export type RuntimeFeatureId =
+  | 'aiGroq'
+  | 'aiOpenRouter'
+  | 'economicFred'
+  | 'energyEia'
+  | 'internetOutages'
+  | 'acledConflicts'
+  | 'abuseChThreatIntel'
+  | 'alienvaultOtxThreatIntel'
+  | 'abuseIpdbThreatIntel'
+  | 'wingbitsEnrichment'
+  | 'aisRelay'
+  | 'openskyRelay'
+  | 'finnhubMarkets'
+  | 'nasaFirms';
+
+export interface RuntimeFeatureDefinition {
+  id: RuntimeFeatureId;
+  name: string;
+  description: string;
+  requiredSecrets: RuntimeSecretKey[];
+  desktopRequiredSecrets?: RuntimeSecretKey[];
+  fallback: string;
+}
+
+export interface RuntimeSecretState {
+  value: string;
+  source: 'env' | 'vault';
+}
+
+export interface RuntimeConfig {
+  featureToggles: Record<RuntimeFeatureId, boolean>;
+  secrets: Partial<Record<RuntimeSecretKey, RuntimeSecretState>>;
+}
+
+const TOGGLES_STORAGE_KEY = 'worldmonitor-runtime-feature-toggles';
+const SIDECAR_ENV_UPDATE_URL = 'http://127.0.0.1:46123/api/local-env-update';
+const SIDECAR_SECRET_VALIDATE_URL = 'http://127.0.0.1:46123/api/local-validate-secret';
+
+const defaultToggles: Record<RuntimeFeatureId, boolean> = {
+  aiGroq: true,
+  aiOpenRouter: true,
+  economicFred: true,
+  energyEia: true,
+  internetOutages: true,
+  acledConflicts: true,
+  abuseChThreatIntel: true,
+  alienvaultOtxThreatIntel: true,
+  abuseIpdbThreatIntel: true,
+  wingbitsEnrichment: true,
+  aisRelay: true,
+  openskyRelay: true,
+  finnhubMarkets: true,
+  nasaFirms: true,
+};
+
+export const RUNTIME_FEATURES: RuntimeFeatureDefinition[] = [
+  {
+    id: 'aiGroq',
+    name: 'Groq summarization',
+    description: 'Primary fast LLM provider used for AI summary generation.',
+    requiredSecrets: ['GROQ_API_KEY'],
+    fallback: 'Falls back to OpenRouter, then local browser model.',
+  },
+  {
+    id: 'aiOpenRouter',
+    name: 'OpenRouter summarization',
+    description: 'Secondary LLM provider for AI summary fallback.',
+    requiredSecrets: ['OPENROUTER_API_KEY'],
+    fallback: 'Falls back to local browser model only.',
+  },
+  {
+    id: 'economicFred',
+    name: 'FRED economic indicators',
+    description: 'Macro indicators from Federal Reserve Economic Data.',
+    requiredSecrets: ['FRED_API_KEY'],
+    fallback: 'Economic panel remains available with non-FRED metrics.',
+  },
+  {
+    id: 'energyEia',
+    name: 'EIA oil analytics',
+    description: 'US Energy Information Administration oil metrics.',
+    requiredSecrets: ['EIA_API_KEY'],
+    fallback: 'Oil analytics cards show disabled state.',
+  },
+  {
+    id: 'internetOutages',
+    name: 'Cloudflare outage radar',
+    description: 'Internet outages from Cloudflare Radar annotations API.',
+    requiredSecrets: ['CLOUDFLARE_API_TOKEN'],
+    fallback: 'Outage layer is disabled and map continues with other feeds.',
+  },
+  {
+    id: 'acledConflicts',
+    name: 'ACLED conflicts & protests',
+    description: 'Conflict and protest event feeds from ACLED.',
+    requiredSecrets: ['ACLED_ACCESS_TOKEN'],
+    fallback: 'Conflict/protest overlays are hidden.',
+  },
+  {
+    id: 'abuseChThreatIntel',
+    name: 'abuse.ch cyber IOC feeds',
+    description: 'URLhaus and ThreatFox IOC ingestion for the cyber threat layer.',
+    requiredSecrets: ['URLHAUS_AUTH_KEY'],
+    fallback: 'URLhaus/ThreatFox IOC ingestion is disabled.',
+  },
+  {
+    id: 'alienvaultOtxThreatIntel',
+    name: 'AlienVault OTX threat intel',
+    description: 'Optional OTX IOC ingestion for cyber threat enrichment.',
+    requiredSecrets: ['OTX_API_KEY'],
+    fallback: 'OTX IOC enrichment is disabled.',
+  },
+  {
+    id: 'abuseIpdbThreatIntel',
+    name: 'AbuseIPDB threat intel',
+    description: 'Optional AbuseIPDB IOC/reputation enrichment for the cyber threat layer.',
+    requiredSecrets: ['ABUSEIPDB_API_KEY'],
+    fallback: 'AbuseIPDB enrichment is disabled.',
+  },
+  {
+    id: 'wingbitsEnrichment',
+    name: 'Wingbits aircraft enrichment',
+    description: 'Military flight operator/aircraft enrichment metadata.',
+    requiredSecrets: ['WINGBITS_API_KEY'],
+    fallback: 'Flight map still renders with heuristic-only classification.',
+  },
+  {
+    id: 'aisRelay',
+    name: 'AIS vessel tracking',
+    description: 'Live vessel ingestion via AISStream WebSocket.',
+    requiredSecrets: ['WS_RELAY_URL', 'AISSTREAM_API_KEY'],
+    desktopRequiredSecrets: ['AISSTREAM_API_KEY'],
+    fallback: 'AIS layer is disabled.',
+  },
+  {
+    id: 'openskyRelay',
+    name: 'OpenSky military flights',
+    description: 'OpenSky OAuth credentials for military flight data.',
+    requiredSecrets: ['VITE_OPENSKY_RELAY_URL', 'OPENSKY_CLIENT_ID', 'OPENSKY_CLIENT_SECRET'],
+    desktopRequiredSecrets: ['OPENSKY_CLIENT_ID', 'OPENSKY_CLIENT_SECRET'],
+    fallback: 'Military flights fall back to limited/no data.',
+  },
+  {
+    id: 'finnhubMarkets',
+    name: 'Finnhub market data',
+    description: 'Real-time stock quotes and market data from Finnhub.',
+    requiredSecrets: ['FINNHUB_API_KEY'],
+    fallback: 'Stock ticker uses limited free data.',
+  },
+  {
+    id: 'nasaFirms',
+    name: 'NASA FIRMS fire data',
+    description: 'Fire Information for Resource Management System satellite data.',
+    requiredSecrets: ['NASA_FIRMS_API_KEY'],
+    fallback: 'FIRMS fire layer uses public VIIRS feed.',
+  },
+];
+
+function readEnvSecret(key: RuntimeSecretKey): string {
+  const envValue = (import.meta as { env?: Record<string, unknown> }).env?.[key];
+  return typeof envValue === 'string' ? envValue.trim() : '';
+}
+
+function readStoredToggles(): Record<RuntimeFeatureId, boolean> {
+  try {
+    const stored = localStorage.getItem(TOGGLES_STORAGE_KEY);
+    if (!stored) return { ...defaultToggles };
+    const parsed = JSON.parse(stored) as Partial<Record<RuntimeFeatureId, boolean>>;
+    return { ...defaultToggles, ...parsed };
+  } catch {
+    return { ...defaultToggles };
+  }
+}
+
+const URL_SECRET_KEYS = new Set<RuntimeSecretKey>([
+  'WS_RELAY_URL',
+  'VITE_OPENSKY_RELAY_URL',
+]);
+
+export interface SecretVerificationResult {
+  valid: boolean;
+  message: string;
+}
+
+export function validateSecret(key: RuntimeSecretKey, value: string): { valid: boolean; hint?: string } {
+  const trimmed = value.trim();
+  if (!trimmed) return { valid: false, hint: 'Value is required' };
+
+  if (URL_SECRET_KEYS.has(key)) {
+    try {
+      const parsed = new URL(trimmed);
+      if (!['http:', 'https:', 'ws:', 'wss:'].includes(parsed.protocol)) {
+        return { valid: false, hint: 'Must be an http(s) or ws(s) URL' };
+      }
+      return { valid: true };
+    } catch {
+      return { valid: false, hint: 'Must be a valid URL' };
+    }
+  }
+
+  return { valid: true };
+}
+
+const listeners = new Set<() => void>();
+
+const runtimeConfig: RuntimeConfig = {
+  featureToggles: readStoredToggles(),
+  secrets: {},
+};
+
+let localApiTokenPromise: Promise<string | null> | null = null;
+
+function notifyConfigChanged(): void {
+  for (const listener of listeners) listener();
+}
+
+function seedSecretsFromEnvironment(): void {
+  if (isDesktopRuntime()) return;
+
+  const keys = new Set<RuntimeSecretKey>(RUNTIME_FEATURES.flatMap(feature => feature.requiredSecrets));
+  for (const key of keys) {
+    const value = readEnvSecret(key);
+    if (value) {
+      runtimeConfig.secrets[key] = { value, source: 'env' };
+    }
+  }
+}
+
+seedSecretsFromEnvironment();
+
+// Listen for cross-window state updates (settings ↔ main).
+// When one window saves secrets or toggles features, the `storage` event fires in other same-origin windows.
+if (typeof window !== 'undefined') {
+  window.addEventListener('storage', (e) => {
+    if (e.key === 'wm-secrets-updated') {
+      void loadDesktopSecrets();
+    } else if (e.key === TOGGLES_STORAGE_KEY && e.newValue) {
+      try {
+        const parsed = JSON.parse(e.newValue) as Partial<Record<RuntimeFeatureId, boolean>>;
+        Object.assign(runtimeConfig.featureToggles, parsed);
+        notifyConfigChanged();
+      } catch { /* ignore malformed JSON */ }
+    }
+  });
+}
+
+export function subscribeRuntimeConfig(listener: () => void): () => void {
+  listeners.add(listener);
+  return () => listeners.delete(listener);
+}
+
+export function getRuntimeConfigSnapshot(): RuntimeConfig {
+  return {
+    featureToggles: { ...runtimeConfig.featureToggles },
+    secrets: { ...runtimeConfig.secrets },
+  };
+}
+
+export function isFeatureEnabled(featureId: RuntimeFeatureId): boolean {
+  return runtimeConfig.featureToggles[featureId] !== false;
+}
+
+export function getSecretState(key: RuntimeSecretKey): { present: boolean; valid: boolean; source: 'env' | 'vault' | 'missing' } {
+  const state = runtimeConfig.secrets[key];
+  if (!state) return { present: false, valid: false, source: 'missing' };
+  return { present: true, valid: validateSecret(key, state.value).valid, source: state.source };
+}
+
+export function isFeatureAvailable(featureId: RuntimeFeatureId): boolean {
+  if (!isFeatureEnabled(featureId)) return false;
+
+  // Cloud/web deployments validate credentials server-side.
+  // Desktop runtime validates local secrets client-side for capability gating.
+  if (!isDesktopRuntime()) {
+    return true;
+  }
+
+  const feature = RUNTIME_FEATURES.find(item => item.id === featureId);
+  if (!feature) return false;
+  const secrets = feature.desktopRequiredSecrets ?? feature.requiredSecrets;
+  return secrets.every(secretKey => getSecretState(secretKey).valid);
+}
+
+export function getEffectiveSecrets(feature: RuntimeFeatureDefinition): RuntimeSecretKey[] {
+  return (isDesktopRuntime() && feature.desktopRequiredSecrets) ? feature.desktopRequiredSecrets : feature.requiredSecrets;
+}
+
+export function setFeatureToggle(featureId: RuntimeFeatureId, enabled: boolean): void {
+  runtimeConfig.featureToggles[featureId] = enabled;
+  localStorage.setItem(TOGGLES_STORAGE_KEY, JSON.stringify(runtimeConfig.featureToggles));
+  notifyConfigChanged();
+}
+
+export async function setSecretValue(key: RuntimeSecretKey, value: string): Promise<void> {
+  if (!isDesktopRuntime()) {
+    console.warn('[runtime-config] Ignoring secret write outside desktop runtime');
+    return;
+  }
+
+  const sanitized = value.trim();
+  if (sanitized) {
+    await invokeTauri<void>('set_secret', { key, value: sanitized });
+    runtimeConfig.secrets[key] = { value: sanitized, source: 'vault' };
+  } else {
+    await invokeTauri<void>('delete_secret', { key });
+    delete runtimeConfig.secrets[key];
+  }
+
+  // Push to sidecar so handlers pick it up immediately.
+  // This is best-effort: keyring persistence is the source of truth.
+  try {
+    await pushSecretToSidecar(key, sanitized || '');
+  } catch (error) {
+    console.warn(`[runtime-config] Failed to sync ${key} to sidecar`, error);
+  }
+
+  // Signal other windows (main ↔ settings) to reload secrets from keychain.
+  // The `storage` event fires in all same-origin windows except the one that wrote.
+  try {
+    localStorage.setItem('wm-secrets-updated', String(Date.now()));
+  } catch { /* localStorage may be unavailable */ }
+
+  notifyConfigChanged();
+}
+
+async function getLocalApiToken(): Promise<string | null> {
+  if (!localApiTokenPromise) {
+    localApiTokenPromise = invokeTauri<string>('get_local_api_token')
+      .then((token) => token.trim() || null)
+      .catch((error) => {
+        // Allow retries on subsequent calls if bridge/token is temporarily unavailable.
+        localApiTokenPromise = null;
+        throw error;
+      });
+  }
+  return localApiTokenPromise;
+}
+
+async function pushSecretToSidecar(key: string, value: string): Promise<void> {
+  const headers = new Headers({ 'Content-Type': 'application/json' });
+  const token = await getLocalApiToken();
+  if (token) {
+    headers.set('Authorization', `Bearer ${token}`);
+  }
+
+  const response = await fetch(SIDECAR_ENV_UPDATE_URL, {
+    method: 'POST',
+    headers,
+    body: JSON.stringify({ key, value: value || null }),
+  });
+
+  if (!response.ok) {
+    let detail = '';
+    try {
+      detail = await response.text();
+    } catch { /* ignore non-readable body */ }
+    throw new Error(`Sidecar secret sync failed (${response.status})${detail ? `: ${detail.slice(0, 200)}` : ''}`);
+  }
+}
+
+async function callSidecarWithAuth(url: string, init: RequestInit): Promise<Response> {
+  const headers = new Headers(init.headers ?? {});
+  const token = await getLocalApiToken();
+  if (token) {
+    headers.set('Authorization', `Bearer ${token}`);
+  }
+  return fetch(url, { ...init, headers });
+}
+
+export async function verifySecretWithApi(
+  key: RuntimeSecretKey,
+  value: string,
+  context: Partial<Record<RuntimeSecretKey, string>> = {},
+): Promise<SecretVerificationResult> {
+  const localValidation = validateSecret(key, value);
+  if (!localValidation.valid) {
+    return { valid: false, message: localValidation.hint || 'Invalid value' };
+  }
+
+  if (!isDesktopRuntime()) {
+    return { valid: true, message: 'Saved' };
+  }
+
+  try {
+    const response = await callSidecarWithAuth(SIDECAR_SECRET_VALIDATE_URL, {
+      method: 'POST',
+      headers: { 'Content-Type': 'application/json' },
+      body: JSON.stringify({ key, value: value.trim(), context }),
+    });
+
+    let payload: unknown = null;
+    try {
+      payload = await response.json();
+    } catch { /* non-JSON response */ }
+
+    if (!response.ok) {
+      const message = payload && typeof payload === 'object'
+        ? String(
+            (payload as Record<string, unknown>).message
+            || (payload as Record<string, unknown>).error
+            || 'Secret validation failed'
+          )
+        : `Secret validation failed (${response.status})`;
+      return { valid: false, message };
+    }
+
+    if (!payload || typeof payload !== 'object') {
+      return { valid: false, message: 'Secret validation returned an invalid response' };
+    }
+
+    const valid = Boolean((payload as Record<string, unknown>).valid);
+    const message = String((payload as Record<string, unknown>).message || (valid ? 'Verified' : 'Verification failed'));
+    return { valid, message };
+  } catch (error) {
+    // Network errors reaching the sidecar should NOT block saving.
+    // Only explicit 401/403 from the provider means the key is invalid.
+    const message = error instanceof Error ? error.message : 'Secret validation failed';
+    return { valid: true, message: `Saved (could not verify – ${message})` };
+  }
+}
+
+export async function loadDesktopSecrets(): Promise<void> {
+  if (!isDesktopRuntime()) return;
+
+  try {
+    const keys = await invokeTauri<RuntimeSecretKey[]>('list_supported_secret_keys');
+
+    const results = await Promise.allSettled(keys.map(async (key) => {
+      const value = await invokeTauri<string | null>('get_secret', { key });
+      if (value && value.trim()) {
+        runtimeConfig.secrets[key] = { value: value.trim(), source: 'vault' };
+        try {
+          await pushSecretToSidecar(key, value.trim());
+        } catch (error) {
+          console.warn(`[runtime-config] Failed to sync ${key} to sidecar`, error);
+        }
+      }
+    }));
+
+    const failures = results.filter((r) => r.status === 'rejected');
+    if (failures.length > 0) {
+      console.warn(`[runtime-config] ${failures.length} key(s) failed to load from vault`);
+    }
+
+    notifyConfigChanged();
+  } catch (error) {
+    console.warn('[runtime-config] Failed to load desktop secrets from vault', error);
+  }
+}
diff --git a/src/services/runtime.ts b/src/services/runtime.ts
new file mode 100644
index 000000000..03639cbe0
--- /dev/null
+++ b/src/services/runtime.ts
@@ -0,0 +1,238 @@
+const DEFAULT_REMOTE_HOSTS: Record<string, string> = {
+  tech: 'https://tech.worldmonitor.app',
+  full: 'https://worldmonitor.app',
+  world: 'https://worldmonitor.app',
+};
+
+const DEFAULT_LOCAL_API_BASE = 'http://127.0.0.1:46123';
+const FORCE_DESKTOP_RUNTIME = import.meta.env.VITE_DESKTOP_RUNTIME === '1';
+
+function normalizeBaseUrl(baseUrl: string): string {
+  return baseUrl.replace(/\/$/, '');
+}
+
+type RuntimeProbe = {
+  hasTauriGlobals: boolean;
+  userAgent: string;
+  locationProtocol: string;
+  locationHost: string;
+  locationOrigin: string;
+};
+
+export function detectDesktopRuntime(probe: RuntimeProbe): boolean {
+  const tauriInUserAgent = probe.userAgent.includes('Tauri');
+  const secureLocalhostOrigin = (
+    probe.locationProtocol === 'https:' && (
+      probe.locationHost === 'localhost' ||
+      probe.locationHost.startsWith('localhost:') ||
+      probe.locationHost === '127.0.0.1' ||
+      probe.locationHost.startsWith('127.0.0.1:')
+    )
+  );
+
+  // Tauri production windows can expose tauri-like hosts/schemes without
+  // always exposing bridge globals at first paint.
+  const tauriLikeLocation = (
+    probe.locationProtocol === 'tauri:' ||
+    probe.locationProtocol === 'asset:' ||
+    probe.locationHost === 'tauri.localhost' ||
+    probe.locationHost.endsWith('.tauri.localhost') ||
+    probe.locationOrigin.startsWith('tauri://') ||
+    secureLocalhostOrigin
+  );
+
+  return probe.hasTauriGlobals || tauriInUserAgent || tauriLikeLocation;
+}
+
+export function isDesktopRuntime(): boolean {
+  if (FORCE_DESKTOP_RUNTIME) {
+    return true;
+  }
+
+  if (typeof window === 'undefined') {
+    return false;
+  }
+
+  return detectDesktopRuntime({
+    hasTauriGlobals: '__TAURI_INTERNALS__' in window || '__TAURI__' in window,
+    userAgent: window.navigator?.userAgent ?? '',
+    locationProtocol: window.location?.protocol ?? '',
+    locationHost: window.location?.host ?? '',
+    locationOrigin: window.location?.origin ?? '',
+  });
+}
+
+export function getApiBaseUrl(): string {
+  if (!isDesktopRuntime()) {
+    return '';
+  }
+
+  const configuredBaseUrl = import.meta.env.VITE_TAURI_API_BASE_URL;
+  if (configuredBaseUrl) {
+    return normalizeBaseUrl(configuredBaseUrl);
+  }
+
+  return DEFAULT_LOCAL_API_BASE;
+}
+
+export function getRemoteApiBaseUrl(): string {
+  const configuredRemoteBase = import.meta.env.VITE_TAURI_REMOTE_API_BASE_URL;
+  if (configuredRemoteBase) {
+    return normalizeBaseUrl(configuredRemoteBase);
+  }
+
+  const variant = import.meta.env.VITE_VARIANT || 'full';
+  return DEFAULT_REMOTE_HOSTS[variant] ?? DEFAULT_REMOTE_HOSTS.full ?? 'https://worldmonitor.app';
+}
+
+export function toRuntimeUrl(path: string): string {
+  if (!path.startsWith('/')) {
+    return path;
+  }
+
+  const baseUrl = getApiBaseUrl();
+  if (!baseUrl) {
+    return path;
+  }
+
+  return `${baseUrl}${path}`;
+}
+
+const APP_HOSTS = new Set([
+  'worldmonitor.app',
+  'www.worldmonitor.app',
+  'tech.worldmonitor.app',
+  'localhost',
+  '127.0.0.1',
+]);
+
+function isAppOriginUrl(urlStr: string): boolean {
+  try {
+    const u = new URL(urlStr);
+    const host = u.hostname;
+    return APP_HOSTS.has(host) || host.endsWith('.worldmonitor.app');
+  } catch {
+    return false;
+  }
+}
+
+function getApiTargetFromRequestInput(input: RequestInfo | URL): string | null {
+  if (typeof input === 'string') {
+    if (input.startsWith('/')) return input;
+    if (isAppOriginUrl(input)) {
+      const u = new URL(input);
+      return `${u.pathname}${u.search}`;
+    }
+    return null;
+  }
+
+  if (input instanceof URL) {
+    if (isAppOriginUrl(input.href)) {
+      return `${input.pathname}${input.search}`;
+    }
+    return null;
+  }
+
+  if (isAppOriginUrl(input.url)) {
+    const u = new URL(input.url);
+    return `${u.pathname}${u.search}`;
+  }
+  return null;
+}
+
+function sleep(ms: number): Promise<void> {
+  return new Promise((resolve) => setTimeout(resolve, ms));
+}
+
+async function fetchLocalWithStartupRetry(
+  nativeFetch: typeof window.fetch,
+  localUrl: string,
+  init?: RequestInit,
+): Promise<Response> {
+  const maxAttempts = 4;
+  let lastError: unknown = null;
+
+  for (let attempt = 1; attempt <= maxAttempts; attempt += 1) {
+    try {
+      return await nativeFetch(localUrl, init);
+    } catch (error) {
+      lastError = error;
+
+      // Preserve caller intent for aborted requests.
+      if (init?.signal?.aborted) {
+        throw error;
+      }
+
+      if (attempt === maxAttempts) {
+        break;
+      }
+
+      await sleep(125 * attempt);
+    }
+  }
+
+  throw lastError instanceof Error
+    ? lastError
+    : new Error('Local API unavailable');
+}
+
+export function installRuntimeFetchPatch(): void {
+  if (!isDesktopRuntime() || typeof window === 'undefined' || (window as unknown as Record<string, unknown>).__wmFetchPatched) {
+    return;
+  }
+
+  const nativeFetch = window.fetch.bind(window);
+  const localBase = getApiBaseUrl();
+  let localApiToken: string | null = null;
+
+  window.fetch = async (input: RequestInfo | URL, init?: RequestInit): Promise<Response> => {
+    const target = getApiTargetFromRequestInput(input);
+    const debug = localStorage.getItem('wm-debug-log') === '1';
+
+    if (!target?.startsWith('/api/')) {
+      if (debug) {
+        const raw = typeof input === 'string' ? input : input instanceof URL ? input.href : input.url;
+        console.log(`[fetch] passthrough → ${raw.slice(0, 120)}`);
+      }
+      return nativeFetch(input, init);
+    }
+
+    if (!localApiToken) {
+      try {
+        const { tryInvokeTauri } = await import('@/services/tauri-bridge');
+        localApiToken = await tryInvokeTauri<string>('get_local_api_token');
+      } catch { /* token unavailable — sidecar may not require it */ }
+    }
+
+    const headers = new Headers(init?.headers);
+    if (localApiToken) {
+      headers.set('Authorization', `Bearer ${localApiToken}`);
+    }
+    const localInit = { ...init, headers };
+
+    const localUrl = `${localBase}${target}`;
+    if (debug) console.log(`[fetch] intercept → ${target}`);
+
+    const cloudFallback = async () => {
+      const cloudUrl = `${getRemoteApiBaseUrl()}${target}`;
+      if (debug) console.log(`[fetch] cloud fallback → ${cloudUrl}`);
+      return nativeFetch(cloudUrl, init);
+    };
+
+    try {
+      const t0 = performance.now();
+      const response = await fetchLocalWithStartupRetry(nativeFetch, localUrl, localInit);
+      if (debug) console.log(`[fetch] ${target} → ${response.status} (${Math.round(performance.now() - t0)}ms)`);
+      if (!response.ok) {
+        if (debug) console.log(`[fetch] local ${response.status}, falling back to cloud`);
+        return cloudFallback();
+      }
+      return response;
+    } catch (error) {
+      if (debug) console.warn(`[runtime] Local API unavailable for ${target}`, error);
+      return cloudFallback();
+    }
+  };
+
+  (window as unknown as Record<string, unknown>).__wmFetchPatched = true;
+}
diff --git a/src/services/signal-aggregator.ts b/src/services/signal-aggregator.ts
new file mode 100644
index 000000000..a1bae7b92
--- /dev/null
+++ b/src/services/signal-aggregator.ts
@@ -0,0 +1,494 @@
+/**
+ * Signal Aggregator Service
+ * Collects all map signals and correlates them by country/region
+ * Feeds geographic context to AI Insights
+ */
+
+import type {
+  InternetOutage,
+  MilitaryFlight,
+  MilitaryVessel,
+  SocialUnrestEvent,
+  AisDisruptionEvent,
+} from '@/types';
+import { TIER1_COUNTRIES } from '@/config/countries';
+
+export type SignalType =
+  | 'internet_outage'
+  | 'military_flight'
+  | 'military_vessel'
+  | 'protest'
+  | 'ais_disruption'
+  | 'satellite_fire'        // NASA FIRMS thermal anomalies
+  | 'temporal_anomaly'      // Baseline deviation alerts
+
+export interface GeoSignal {
+  type: SignalType;
+  country: string;
+  countryName: string;
+  lat: number;
+  lon: number;
+  severity: 'low' | 'medium' | 'high';
+  title: string;
+  timestamp: Date;
+}
+
+export interface CountrySignalCluster {
+  country: string;
+  countryName: string;
+  signals: GeoSignal[];
+  signalTypes: Set<SignalType>;
+  totalCount: number;
+  highSeverityCount: number;
+  convergenceScore: number;
+}
+
+export interface RegionalConvergence {
+  region: string;
+  countries: string[];
+  signalTypes: SignalType[];
+  totalSignals: number;
+  description: string;
+}
+
+export interface SignalSummary {
+  timestamp: Date;
+  totalSignals: number;
+  byType: Record<SignalType, number>;
+  convergenceZones: RegionalConvergence[];
+  topCountries: CountrySignalCluster[];
+  aiContext: string;
+}
+
+const REGION_DEFINITIONS: Record<string, { countries: string[]; name: string }> = {
+  middle_east: {
+    name: 'Middle East',
+    countries: ['IR', 'IL', 'SA', 'AE', 'IQ', 'SY', 'YE', 'JO', 'LB', 'KW', 'QA', 'OM', 'BH'],
+  },
+  east_asia: {
+    name: 'East Asia',
+    countries: ['CN', 'TW', 'JP', 'KR', 'KP', 'HK', 'MN'],
+  },
+  south_asia: {
+    name: 'South Asia',
+    countries: ['IN', 'PK', 'BD', 'AF', 'NP', 'LK', 'MM'],
+  },
+  europe_east: {
+    name: 'Eastern Europe',
+    countries: ['UA', 'RU', 'BY', 'PL', 'RO', 'MD', 'HU', 'CZ', 'SK', 'BG'],
+  },
+  africa_north: {
+    name: 'North Africa',
+    countries: ['EG', 'LY', 'DZ', 'TN', 'MA', 'SD', 'SS'],
+  },
+  africa_sahel: {
+    name: 'Sahel Region',
+    countries: ['ML', 'NE', 'BF', 'TD', 'NG', 'CM', 'CF'],
+  },
+};
+
+const COUNTRY_TO_CODE: Record<string, string> = {
+  'Iran': 'IR', 'Israel': 'IL', 'Saudi Arabia': 'SA', 'United Arab Emirates': 'AE',
+  'Iraq': 'IQ', 'Syria': 'SY', 'Yemen': 'YE', 'Jordan': 'JO', 'Lebanon': 'LB',
+  'China': 'CN', 'Taiwan': 'TW', 'Japan': 'JP', 'South Korea': 'KR', 'North Korea': 'KP',
+  'India': 'IN', 'Pakistan': 'PK', 'Bangladesh': 'BD', 'Afghanistan': 'AF',
+  'Ukraine': 'UA', 'Russia': 'RU', 'Belarus': 'BY', 'Poland': 'PL',
+  'Egypt': 'EG', 'Libya': 'LY', 'Sudan': 'SD', 'South Sudan': 'SS',
+  'United States': 'US', 'United Kingdom': 'GB', 'Germany': 'DE', 'France': 'FR',
+};
+
+function normalizeCountryCode(country: string): string {
+  if (country.length === 2) return country.toUpperCase();
+  return COUNTRY_TO_CODE[country] || country.slice(0, 2).toUpperCase();
+}
+
+function getCountryName(code: string): string {
+  return TIER1_COUNTRIES[code] || code;
+}
+
+class SignalAggregator {
+  private signals: GeoSignal[] = [];
+  private readonly WINDOW_MS = 24 * 60 * 60 * 1000;
+  // Tracks which source event type each temporal anomaly signal came from
+  private temporalSourceMap = new WeakMap<GeoSignal, string>();
+
+  private clearSignalType(type: SignalType): void {
+    this.signals = this.signals.filter(s => s.type !== type);
+  }
+
+  ingestOutages(outages: InternetOutage[]): void {
+    this.clearSignalType('internet_outage');
+    for (const o of outages) {
+      const code = normalizeCountryCode(o.country);
+      this.signals.push({
+        type: 'internet_outage',
+        country: code,
+        countryName: o.country,
+        lat: o.lat,
+        lon: o.lon,
+        severity: o.severity === 'total' ? 'high' : o.severity === 'major' ? 'medium' : 'low',
+        title: o.title,
+        timestamp: o.pubDate,
+      });
+    }
+    this.pruneOld();
+  }
+
+  ingestFlights(flights: MilitaryFlight[]): void {
+    this.clearSignalType('military_flight');
+    const countryCounts = new Map<string, number>();
+    for (const f of flights) {
+      const code = this.coordsToCountry(f.lat, f.lon);
+      const count = countryCounts.get(code) || 0;
+      countryCounts.set(code, count + 1);
+    }
+
+    for (const [code, count] of countryCounts) {
+      this.signals.push({
+        type: 'military_flight',
+        country: code,
+        countryName: getCountryName(code),
+        lat: 0,
+        lon: 0,
+        severity: count >= 10 ? 'high' : count >= 5 ? 'medium' : 'low',
+        title: `${count} military aircraft detected`,
+        timestamp: new Date(),
+      });
+    }
+    this.pruneOld();
+  }
+
+  ingestVessels(vessels: MilitaryVessel[]): void {
+    this.clearSignalType('military_vessel');
+    const regionCounts = new Map<string, { count: number; lat: number; lon: number }>();
+
+    for (const v of vessels) {
+      const code = this.coordsToCountry(v.lat, v.lon);
+      const existing = regionCounts.get(code);
+      if (existing) {
+        existing.count++;
+      } else {
+        regionCounts.set(code, { count: 1, lat: v.lat, lon: v.lon });
+      }
+    }
+
+    for (const [code, data] of regionCounts) {
+      this.signals.push({
+        type: 'military_vessel',
+        country: code,
+        countryName: getCountryName(code),
+        lat: data.lat,
+        lon: data.lon,
+        severity: data.count >= 5 ? 'high' : data.count >= 2 ? 'medium' : 'low',
+        title: `${data.count} naval vessels near region`,
+        timestamp: new Date(),
+      });
+    }
+    this.pruneOld();
+  }
+
+  ingestProtests(events: SocialUnrestEvent[]): void {
+    this.clearSignalType('protest');
+    const countryCounts = new Map<string, { count: number; lat: number; lon: number }>();
+
+    for (const e of events) {
+      const code = normalizeCountryCode(e.country) || this.coordsToCountry(e.lat, e.lon);
+      const existing = countryCounts.get(code);
+      if (existing) {
+        existing.count++;
+      } else {
+        countryCounts.set(code, { count: 1, lat: e.lat, lon: e.lon });
+      }
+    }
+
+    for (const [code, data] of countryCounts) {
+      this.signals.push({
+        type: 'protest',
+        country: code,
+        countryName: getCountryName(code),
+        lat: data.lat,
+        lon: data.lon,
+        severity: data.count >= 10 ? 'high' : data.count >= 5 ? 'medium' : 'low',
+        title: `${data.count} protest events`,
+        timestamp: new Date(),
+      });
+    }
+    this.pruneOld();
+  }
+
+  ingestAisDisruptions(events: AisDisruptionEvent[]): void {
+    this.clearSignalType('ais_disruption');
+    for (const e of events) {
+      const code = this.coordsToCountry(e.lat, e.lon);
+      // Map 'elevated' to 'medium' for our type
+      const severity: 'low' | 'medium' | 'high' = e.severity === 'elevated' ? 'medium' : e.severity;
+      this.signals.push({
+        type: 'ais_disruption',
+        country: code,
+        countryName: e.name,
+        lat: e.lat,
+        lon: e.lon,
+        severity,
+        title: e.description,
+        timestamp: new Date(),
+      });
+    }
+    this.pruneOld();
+  }
+
+  // ============ NEW SIGNAL INGESTION METHODS ============
+
+  /**
+   * Ingest satellite fire detection from NASA FIRMS
+   * Source: src/services/firms-satellite.ts
+   */
+  ingestSatelliteFires(fires: Array<{
+    lat: number;
+    lon: number;
+    brightness: number;
+    frp: number;
+    region: string;
+    acq_date: string;
+  }>): void {
+    this.clearSignalType('satellite_fire');
+    
+    for (const fire of fires) {
+      const code = this.coordsToCountry(fire.lat, fire.lon) || normalizeCountryCode(fire.region);
+      const severity = fire.brightness > 360 ? 'high' : fire.brightness > 320 ? 'medium' : 'low';
+      
+      this.signals.push({
+        type: 'satellite_fire',
+        country: code,
+        countryName: fire.region,
+        lat: fire.lat,
+        lon: fire.lon,
+        severity,
+        title: `Thermal anomaly detected (${Math.round(fire.brightness)}K, ${fire.frp.toFixed(1)}MW)`,
+        timestamp: new Date(fire.acq_date),
+      });
+    }
+    this.pruneOld();
+  }
+
+
+
+
+  /**
+   * Ingest temporal baseline anomalies.
+   * Deduplicates by message — safe to call from multiple async sources.
+   */
+  ingestTemporalAnomalies(anomalies: Array<{
+    type: string;
+    region: string;
+    currentCount: number;
+    expectedCount: number;
+    zScore: number;
+    message: string;
+    severity: 'medium' | 'high' | 'critical';
+  }>): void {
+    // Remove existing temporal signals that match incoming source types
+    const incomingSourceTypes = new Set(anomalies.map(a => a.type));
+    this.signals = this.signals.filter(s =>
+      s.type !== 'temporal_anomaly' ||
+      !incomingSourceTypes.has(this.temporalSourceMap.get(s) || '')
+    );
+
+    for (const a of anomalies) {
+      const signal: GeoSignal = {
+        type: 'temporal_anomaly',
+        country: 'XX',
+        countryName: a.region,
+        lat: 0,
+        lon: 0,
+        severity: a.severity === 'critical' ? 'high' : a.severity === 'high' ? 'high' : 'medium',
+        title: a.message,
+        timestamp: new Date(),
+      };
+      this.signals.push(signal);
+      this.temporalSourceMap.set(signal, a.type);
+    }
+    this.pruneOld();
+  }
+
+  private coordsToCountry(lat: number, lon: number): string {
+    if (lat >= 25 && lat <= 40 && lon >= 44 && lon <= 63) return 'IR';
+    if (lat >= 29 && lat <= 33 && lon >= 34 && lon <= 36) return 'IL';
+    if (lat >= 15 && lat <= 32 && lon >= 34 && lon <= 55) return 'SA';
+    if (lat >= 20 && lat <= 55 && lon >= 73 && lon <= 135) return 'CN';
+    if (lat >= 22 && lat <= 25 && lon >= 120 && lon <= 122) return 'TW';
+    if (lat >= 8 && lat <= 37 && lon >= 68 && lon <= 97) return 'IN';
+    if (lat >= 44 && lat <= 52 && lon >= 22 && lon <= 40) return 'UA';
+    if (lat >= 50 && lat <= 82 && lon >= 20 && lon <= 180) return 'RU';
+    if (lat >= 22 && lat <= 32 && lon >= 25 && lon <= 35) return 'EG';
+    return 'XX';
+  }
+
+  private pruneOld(): void {
+    const cutoff = Date.now() - this.WINDOW_MS;
+    this.signals = this.signals.filter(s => s.timestamp.getTime() > cutoff);
+  }
+
+  getCountryClusters(): CountrySignalCluster[] {
+    const byCountry = new Map<string, GeoSignal[]>();
+
+    for (const s of this.signals) {
+      const existing = byCountry.get(s.country) || [];
+      existing.push(s);
+      byCountry.set(s.country, existing);
+    }
+
+    const clusters: CountrySignalCluster[] = [];
+
+    for (const [country, signals] of byCountry) {
+      const signalTypes = new Set(signals.map(s => s.type));
+      const highCount = signals.filter(s => s.severity === 'high').length;
+
+      const typeBonus = signalTypes.size * 20;
+      const countBonus = Math.min(30, signals.length * 5);
+      const severityBonus = highCount * 10;
+      const convergenceScore = Math.min(100, typeBonus + countBonus + severityBonus);
+
+      clusters.push({
+        country,
+        countryName: getCountryName(country),
+        signals,
+        signalTypes,
+        totalCount: signals.length,
+        highSeverityCount: highCount,
+        convergenceScore,
+      });
+    }
+
+    return clusters.sort((a, b) => b.convergenceScore - a.convergenceScore);
+  }
+
+  getRegionalConvergence(): RegionalConvergence[] {
+    const clusters = this.getCountryClusters();
+    const convergences: RegionalConvergence[] = [];
+
+    for (const [_regionId, def] of Object.entries(REGION_DEFINITIONS)) {
+      const regionClusters = clusters.filter(c => def.countries.includes(c.country));
+      if (regionClusters.length < 2) continue;
+
+      const allTypes = new Set<SignalType>();
+      let totalSignals = 0;
+
+      for (const cluster of regionClusters) {
+        cluster.signalTypes.forEach(t => allTypes.add(t));
+        totalSignals += cluster.totalCount;
+      }
+
+      if (allTypes.size >= 2) {
+        const typeLabels: Record<SignalType, string> = {
+          internet_outage: 'internet disruptions',
+          military_flight: 'military air activity',
+          military_vessel: 'naval presence',
+          protest: 'civil unrest',
+          ais_disruption: 'shipping anomalies',
+          satellite_fire: 'thermal anomalies',
+          temporal_anomaly: 'baseline anomalies',
+        };
+
+        const typeDescriptions = [...allTypes].map(t => typeLabels[t]).join(', ');
+        const countries = regionClusters.map(c => c.countryName).join(', ');
+
+        convergences.push({
+          region: def.name,
+          countries: regionClusters.map(c => c.country),
+          signalTypes: [...allTypes],
+          totalSignals,
+          description: `${def.name}: ${typeDescriptions} detected across ${countries}`,
+        });
+      }
+    }
+
+    return convergences.sort((a, b) => b.signalTypes.length - a.signalTypes.length);
+  }
+
+  generateAIContext(): string {
+    const clusters = this.getCountryClusters().slice(0, 5);
+    const convergences = this.getRegionalConvergence().slice(0, 3);
+
+    if (clusters.length === 0 && convergences.length === 0) {
+      return '';
+    }
+
+    const lines: string[] = ['[GEOGRAPHIC SIGNALS]'];
+
+    if (convergences.length > 0) {
+      lines.push('Regional convergence detected:');
+      for (const c of convergences) {
+        lines.push(`- ${c.description}`);
+      }
+    }
+
+    if (clusters.length > 0) {
+      lines.push('Top countries by signal activity:');
+      for (const c of clusters) {
+        const types = [...c.signalTypes].join(', ');
+        lines.push(`- ${c.countryName}: ${c.totalCount} signals (${types}), convergence score: ${c.convergenceScore}`);
+      }
+    }
+
+    return lines.join('\n');
+  }
+
+  getSummary(): SignalSummary {
+    const byType: Record<SignalType, number> = {
+      internet_outage: 0,
+      military_flight: 0,
+      military_vessel: 0,
+      protest: 0,
+      ais_disruption: 0,
+      satellite_fire: 0,
+      temporal_anomaly: 0,
+    };
+
+    for (const s of this.signals) {
+      byType[s.type]++;
+    }
+
+    return {
+      timestamp: new Date(),
+      totalSignals: this.signals.length,
+      byType,
+      convergenceZones: this.getRegionalConvergence(),
+      topCountries: this.getCountryClusters().slice(0, 10),
+      aiContext: this.generateAIContext(),
+    };
+  }
+
+  clear(): void {
+    this.signals = [];
+  }
+
+  getSignalCount(): number {
+    return this.signals.length;
+  }
+}
+
+export const signalAggregator = new SignalAggregator();
+
+export function logSignalSummary(): void {
+  const summary = signalAggregator.getSummary();
+
+  console.group('%c[Signal Aggregator]', 'color: #6b8afd; font-weight: bold');
+  console.log(`Total signals: ${summary.totalSignals}`);
+  console.log('By type:', summary.byType);
+
+  if (summary.convergenceZones.length > 0) {
+    console.log('%cConvergence Zones:', 'color: #f59e0b; font-weight: bold');
+    for (const z of summary.convergenceZones) {
+      console.log(`  ${z.description}`);
+    }
+  }
+
+  if (summary.topCountries.length > 0) {
+    console.log('%cTop Countries:', 'color: #4ade80; font-weight: bold');
+    for (const c of summary.topCountries.slice(0, 5)) {
+      console.log(`  ${c.countryName}: ${c.totalCount} signals, score ${c.convergenceScore}`);
+    }
+  }
+
+  console.groupEnd();
+}
diff --git a/src/services/story-data.ts b/src/services/story-data.ts
new file mode 100644
index 000000000..b5b1d3c61
--- /dev/null
+++ b/src/services/story-data.ts
@@ -0,0 +1,161 @@
+import { calculateCII, type CountryScore } from './country-instability';
+import type { ClusteredEvent } from '@/types';
+import type { ThreatLevel } from './threat-classifier';
+
+const COUNTRY_KEYWORDS: Record<string, string[]> = {
+  US: ['united states', 'usa', 'america', 'washington', 'biden', 'trump', 'pentagon'],
+  RU: ['russia', 'moscow', 'kremlin', 'putin'],
+  CN: ['china', 'beijing', 'xi jinping', 'prc'],
+  UA: ['ukraine', 'kyiv', 'zelensky', 'donbas'],
+  IR: ['iran', 'tehran', 'khamenei', 'irgc'],
+  IL: ['israel', 'tel aviv', 'netanyahu', 'idf', 'gaza'],
+  TW: ['taiwan', 'taipei'],
+  KP: ['north korea', 'pyongyang', 'kim jong'],
+  SA: ['saudi arabia', 'riyadh', 'mbs'],
+  TR: ['turkey', 'ankara', 'erdogan'],
+  PL: ['poland', 'warsaw'],
+  DE: ['germany', 'berlin'],
+  FR: ['france', 'paris', 'macron'],
+  GB: ['britain', 'uk', 'london', 'starmer'],
+  IN: ['india', 'delhi', 'modi'],
+  PK: ['pakistan', 'islamabad'],
+  SY: ['syria', 'damascus', 'assad'],
+  YE: ['yemen', 'sanaa', 'houthi'],
+  MM: ['myanmar', 'burma', 'rangoon'],
+  VE: ['venezuela', 'caracas', 'maduro'],
+};
+
+export interface StoryData {
+  countryCode: string;
+  countryName: string;
+  cii: {
+    score: number;
+    level: CountryScore['level'];
+    trend: CountryScore['trend'];
+    components: CountryScore['components'];
+    change24h: number;
+  } | null;
+  news: Array<{
+    title: string;
+    threatLevel: ThreatLevel;
+    sourceCount: number;
+  }>;
+  theater: {
+    theaterName: string;
+    postureLevel: string;
+    totalAircraft: number;
+    totalVessels: number;
+    fighters: number;
+    tankers: number;
+    awacs: number;
+    strikeCapable: boolean;
+  } | null;
+  markets: Array<{
+    title: string;
+    yesPrice: number;
+  }>;
+  threats: {
+    critical: number;
+    high: number;
+    medium: number;
+    categories: string[];
+  };
+  signals: {
+    protests: number;
+    militaryFlights: number;
+    militaryVessels: number;
+    outages: number;
+  };
+  convergence: {
+    score: number;
+    signalTypes: string[];
+    regionalDescriptions: string[];
+  } | null;
+}
+
+export function collectStoryData(
+  countryCode: string,
+  countryName: string,
+  allNews: ClusteredEvent[],
+  theaterPostures: Array<{ theaterId: string; theaterName: string; shortName: string; targetNation: string | null; postureLevel: string; totalAircraft: number; totalVessels: number; fighters: number; tankers: number; awacs: number; strikeCapable: boolean }>,
+  predictionMarkets: Array<{ title: string; yesPrice: number }>,
+  signals?: { protests: number; militaryFlights: number; militaryVessels: number; outages: number },
+  convergence?: { score: number; signalTypes: string[]; regionalDescriptions: string[] } | null,
+): StoryData {
+  const scores = calculateCII();
+  const countryScore = scores.find(s => s.code === countryCode) || null;
+
+  const keywords = COUNTRY_KEYWORDS[countryCode] || [countryName.toLowerCase()];
+  const countryNews = allNews.filter(e => {
+    const lower = e.primaryTitle.toLowerCase();
+    return keywords.some(kw => lower.includes(kw));
+  });
+
+  const sortedNews = [...countryNews].sort((a, b) => {
+    const priorities: Record<string, number> = { critical: 5, high: 4, medium: 3, low: 2, info: 1 };
+    const pa = priorities[a.threat?.level || 'info'] || 0;
+    const pb = priorities[b.threat?.level || 'info'] || 0;
+    return pb - pa;
+  });
+
+  const theater = theaterPostures.find(t =>
+    t.targetNation?.toLowerCase() === countryName.toLowerCase() ||
+    t.shortName?.toLowerCase() === countryCode.toLowerCase()
+  ) || null;
+
+  const countryMarkets = predictionMarkets.filter(m => {
+    const lower = m.title.toLowerCase();
+    return keywords.some(kw => lower.includes(kw));
+  });
+
+  const threatCounts = { critical: 0, high: 0, medium: 0, categories: new Set<string>() };
+  for (const n of countryNews) {
+    const level = n.threat?.level;
+    if (level === 'critical') threatCounts.critical++;
+    else if (level === 'high') threatCounts.high++;
+    else if (level === 'medium') threatCounts.medium++;
+    if (n.threat?.category && n.threat.category !== 'general') {
+      threatCounts.categories.add(n.threat.category);
+    }
+  }
+
+  return {
+    countryCode,
+    countryName,
+    cii: countryScore ? {
+      score: countryScore.score,
+      level: countryScore.level,
+      trend: countryScore.trend,
+      components: countryScore.components,
+      change24h: countryScore.change24h,
+    } : null,
+    news: sortedNews.slice(0, 5).map(n => ({
+      title: n.primaryTitle,
+      threatLevel: (n.threat?.level || 'info') as ThreatLevel,
+      sourceCount: n.sourceCount,
+    })),
+    theater: theater ? {
+      theaterName: theater.theaterName,
+      postureLevel: theater.postureLevel,
+      totalAircraft: theater.totalAircraft,
+      totalVessels: theater.totalVessels,
+      fighters: theater.fighters,
+      tankers: theater.tankers,
+      awacs: theater.awacs,
+      strikeCapable: theater.strikeCapable,
+    } : null,
+    markets: countryMarkets.slice(0, 4).map(m => ({
+      title: m.title,
+      yesPrice: m.yesPrice,
+    })),
+    threats: {
+      critical: threatCounts.critical,
+      high: threatCounts.high,
+      medium: threatCounts.medium,
+      categories: [...threatCounts.categories],
+    },
+    signals: signals || { protests: 0, militaryFlights: 0, militaryVessels: 0, outages: 0 },
+    convergence: convergence || null,
+  };
+}
+
diff --git a/src/services/story-renderer.ts b/src/services/story-renderer.ts
new file mode 100644
index 000000000..cfad1b3d7
--- /dev/null
+++ b/src/services/story-renderer.ts
@@ -0,0 +1,490 @@
+import type { StoryData } from './story-data';
+
+const W = 1080;
+const H = 1920;
+
+function humanizeSignalType(type: string): string {
+  const map: Record<string, string> = {
+    prediction_leads_news: 'Prediction Leading',
+    news_leads_markets: 'News Leading',
+    silent_divergence: 'Silent Divergence',
+    velocity_spike: 'Velocity Spike',
+    keyword_spike: 'Keyword Spike',
+    convergence: 'Convergence',
+    triangulation: 'Triangulation',
+    flow_drop: 'Flow Drop',
+    flow_price_divergence: 'Flow/Price Divergence',
+    geo_convergence: 'Geographic Convergence',
+    explained_market_move: 'Market Move Explained',
+    sector_cascade: 'Sector Cascade',
+    military_surge: 'Military Surge',
+    military_flight: 'Military Flights',
+    internet_outage: 'Internet Outages',
+    protest: 'Protests',
+    naval_vessel: 'Naval Vessels',
+    ais_gap: 'AIS Gaps',
+    satellite_fire: 'Satellite Fires',
+  };
+  return map[type] || type.replace(/_/g, ' ').replace(/\b\w/g, c => c.toUpperCase());
+}
+
+const LEVEL_COLORS: Record<string, string> = {
+  critical: '#ef4444', high: '#f97316', elevated: '#eab308', normal: '#22c55e', low: '#3b82f6',
+};
+const THREAT_COLORS: Record<string, string> = {
+  critical: '#ef4444', high: '#f97316', medium: '#eab308', low: '#22c55e', info: '#3b82f6',
+};
+
+const LOGO_URL = '/favico/worldmonitor-icon-1024.png';
+
+function loadImage(src: string): Promise<HTMLImageElement> {
+  return new Promise((resolve, reject) => {
+    const img = new Image();
+    img.onload = () => resolve(img);
+    img.onerror = reject;
+    img.src = src;
+  });
+}
+
+export async function renderStoryToCanvas(data: StoryData): Promise<HTMLCanvasElement> {
+  const canvas = document.createElement('canvas');
+  canvas.width = W;
+  canvas.height = H;
+  const ctx = canvas.getContext('2d')!;
+
+  let logoImg: HTMLImageElement | null = null;
+  try { logoImg = await loadImage(LOGO_URL); } catch { /* proceed without logo */ }
+
+  // Background — slightly lighter for better contrast
+  ctx.fillStyle = '#0c0c14';
+  ctx.fillRect(0, 0, W, H);
+
+  let y = 0;
+  const PAD = 72;
+  const RIGHT = W - PAD;
+  const LOGO_SIZE = 48;
+
+  // ── HEADER ──
+  y = 60;
+  if (logoImg) {
+    ctx.drawImage(logoImg, PAD, y - 4, LOGO_SIZE, LOGO_SIZE);
+  }
+  const textX = logoImg ? PAD + LOGO_SIZE + 14 : PAD;
+  ctx.fillStyle = '#666';
+  ctx.font = '700 30px Inter, system-ui, sans-serif';
+  ctx.letterSpacing = '6px';
+  ctx.fillText('WORLDMONITOR', textX, y + 26);
+  ctx.letterSpacing = '0px';
+  const dateStr = new Date().toLocaleDateString('en-US', { weekday: 'short', day: 'numeric', month: 'short', year: 'numeric' });
+  ctx.font = '400 24px Inter, system-ui, sans-serif';
+  ctx.fillStyle = '#555';
+  const dateW = ctx.measureText(dateStr).width;
+  ctx.fillText(dateStr, RIGHT - dateW, y + 26);
+
+  y += 56;
+  drawSeparator(ctx, y, PAD);
+
+  // ── COUNTRY NAME ──
+  y += 74;
+  ctx.fillStyle = '#ffffff';
+  ctx.font = '800 86px Inter, system-ui, sans-serif';
+  ctx.fillText(data.countryName.toUpperCase(), PAD, y);
+
+  // Country code badge
+  ctx.font = '700 28px Inter, system-ui, sans-serif';
+  const codeLabel = data.countryCode;
+  const codeLabelW = ctx.measureText(codeLabel).width + 24;
+  ctx.fillStyle = 'rgba(255,255,255,0.1)';
+  roundRect(ctx, RIGHT - codeLabelW, y - 28, codeLabelW, 36, 6);
+  ctx.fill();
+  ctx.fillStyle = '#888';
+  ctx.fillText(codeLabel, RIGHT - codeLabelW + 12, y - 2);
+
+  // ── CII SCORE ──
+  const levelColor = LEVEL_COLORS[data.cii?.level || 'normal'] || '#888';
+  const score = data.cii?.score ?? 0;
+
+  y += 62;
+  ctx.fillStyle = levelColor;
+  ctx.font = '800 72px Inter, system-ui, sans-serif';
+  ctx.fillText(`${score}`, PAD, y);
+  const scoreNumW = ctx.measureText(`${score}`).width;
+  ctx.fillStyle = '#777';
+  ctx.font = '400 38px Inter, system-ui, sans-serif';
+  ctx.fillText('/100', PAD + scoreNumW + 4, y);
+  const slashW = ctx.measureText('/100').width;
+  if (data.cii?.change24h) {
+    const ch = data.cii.change24h;
+    const chSign = ch > 0 ? '+' : '';
+    ctx.fillStyle = ch > 0 ? '#ef4444' : ch < 0 ? '#22c55e' : '#888';
+    ctx.font = '600 28px Inter, system-ui, sans-serif';
+    ctx.fillText(`${chSign}${ch} 24h`, PAD + scoreNumW + 4 + slashW + 16, y);
+  }
+
+  // Trend + level badges
+  const trendIcon = data.cii?.trend === 'rising' ? '▲' : data.cii?.trend === 'falling' ? '▼' : '●';
+  const trendLabel = (data.cii?.trend || 'stable').toUpperCase();
+  const levelLabel = (data.cii?.level || 'normal').toUpperCase();
+
+  ctx.font = '700 26px Inter, system-ui, sans-serif';
+  ctx.fillStyle = levelColor;
+  const badgeText = `${trendIcon} ${trendLabel}`;
+  const badgeTextW = ctx.measureText(badgeText).width + 28;
+  roundRect(ctx, RIGHT - badgeTextW, y - 26, badgeTextW, 34, 6);
+  ctx.fill();
+  ctx.fillStyle = '#fff';
+  ctx.fillText(badgeText, RIGHT - badgeTextW + 14, y - 3);
+
+  ctx.font = '600 22px Inter, system-ui, sans-serif';
+  const lvlW = ctx.measureText(levelLabel).width + 24;
+  const lvlX = RIGHT - badgeTextW - lvlW - 12;
+  ctx.fillStyle = 'rgba(255,255,255,0.08)';
+  roundRect(ctx, lvlX, y - 24, lvlW, 30, 4);
+  ctx.fill();
+  ctx.fillStyle = levelColor;
+  ctx.fillText(levelLabel, lvlX + 12, y - 3);
+
+  // Score bar
+  y += 32;
+  const barW = W - PAD * 2;
+  ctx.fillStyle = '#1a1a2e';
+  roundRect(ctx, PAD, y, barW, 18, 9);
+  ctx.fill();
+  if (score > 0) {
+    ctx.fillStyle = levelColor;
+    roundRect(ctx, PAD, y, barW * score / 100, 18, 9);
+    ctx.fill();
+  }
+
+  // Component scores
+  if (data.cii?.components) {
+    y += 44;
+    const comps = [
+      { label: 'UNREST', val: data.cii.components.unrest, color: '#f97316' },
+      { label: 'CONFLICT', val: data.cii.components.conflict, color: '#dc2626' },
+      { label: 'SECURITY', val: data.cii.components.security, color: '#ef4444' },
+      { label: 'INFORMATION', val: data.cii.components.information, color: '#8b5cf6' },
+    ];
+    const compBarW = (barW - 24) / 3;
+    for (const comp of comps) {
+      const cx = PAD + comps.indexOf(comp) * (compBarW + 12);
+      ctx.fillStyle = '#777';
+      ctx.font = '600 20px Inter, system-ui, sans-serif';
+      ctx.fillText(comp.label, cx, y);
+      ctx.fillStyle = comp.color;
+      ctx.font = '700 20px Inter, system-ui, sans-serif';
+      const valStr = comp.val.toFixed(0);
+      const valW = ctx.measureText(valStr).width;
+      ctx.fillText(valStr, cx + compBarW - valW, y);
+      ctx.fillStyle = '#1a1a2e';
+      roundRect(ctx, cx, y + 8, compBarW, 8, 4);
+      ctx.fill();
+      ctx.fillStyle = comp.color;
+      roundRect(ctx, cx, y + 8, compBarW * Math.min(comp.val, 100) / 100, 8, 4);
+      ctx.fill();
+    }
+    y += 24;
+  }
+
+  // ── ACTIVE SIGNALS ──
+  const hasSignals = data.signals.protests + data.signals.militaryFlights + data.signals.militaryVessels + data.signals.outages > 0;
+  if (hasSignals) {
+    y += 40;
+    drawSeparator(ctx, y, PAD);
+    y += 46;
+    drawSectionHeader(ctx, 'ACTIVE SIGNALS', PAD, y);
+
+    y += 48;
+    const sigItems = [
+      { icon: '📢', label: 'Protests', count: data.signals.protests, color: '#f97316' },
+      { icon: '✈', label: 'Military Aircraft', count: data.signals.militaryFlights, color: '#ef4444' },
+      { icon: '⚓', label: 'Military Vessels', count: data.signals.militaryVessels, color: '#3b82f6' },
+      { icon: '🌐', label: 'Internet Outages', count: data.signals.outages, color: '#8b5cf6' },
+    ].filter(s => s.count > 0);
+
+    const colW = (RIGHT - PAD) / Math.min(sigItems.length, 4);
+    for (const sig of sigItems) {
+      const sx = PAD + sigItems.indexOf(sig) * colW;
+      ctx.fillStyle = sig.color;
+      ctx.font = '800 40px Inter, system-ui, sans-serif';
+      ctx.fillText(`${sig.count}`, sx, y);
+      ctx.fillStyle = '#aaa';
+      ctx.font = '400 20px Inter, system-ui, sans-serif';
+      ctx.fillText(`${sig.icon} ${sig.label}`, sx, y + 28);
+    }
+    y += 28;
+  }
+
+  // ── CONVERGENCE ──
+  if (data.convergence && data.convergence.score > 0) {
+    y += 40;
+    drawSeparator(ctx, y, PAD);
+    y += 46;
+    drawSectionHeader(ctx, 'SIGNAL CONVERGENCE', PAD, y);
+
+    y += 46;
+    const convScore = Math.round(data.convergence.score);
+    const convColor = convScore >= 70 ? '#ef4444' : convScore >= 40 ? '#eab308' : '#22c55e';
+    ctx.fillStyle = convColor;
+    ctx.font = '800 48px Inter, system-ui, sans-serif';
+    ctx.fillText(`${convScore}`, PAD, y);
+    const convScoreW = ctx.measureText(`${convScore}`).width;
+    ctx.fillStyle = '#777';
+    ctx.font = '400 30px Inter, system-ui, sans-serif';
+    ctx.fillText('/100 convergence', PAD + convScoreW + 10, y);
+
+    if (data.convergence.signalTypes.length > 0) {
+      y += 36;
+      ctx.fillStyle = '#999';
+      ctx.font = '400 22px Inter, system-ui, sans-serif';
+      ctx.fillText(data.convergence.signalTypes.map(humanizeSignalType).join('  ·  '), PAD, y);
+    }
+
+    for (const desc of data.convergence.regionalDescriptions.slice(0, 2)) {
+      y += 34;
+      ctx.fillStyle = '#888';
+      ctx.font = '400 22px Inter, system-ui, sans-serif';
+      ctx.fillText(truncateText(ctx, desc, RIGHT - PAD), PAD, y);
+    }
+  }
+
+  const FOOTER_Y = H - 110;
+
+  // ── TOP HEADLINES ──
+  if (data.news.length > 0 && y < FOOTER_Y - 200) {
+    y += 40;
+    drawSeparator(ctx, y, PAD);
+    y += 46;
+    drawSectionHeader(ctx, 'TOP HEADLINES', PAD, y);
+
+    for (const item of data.news.slice(0, 5)) {
+      if (y > FOOTER_Y - 80) break;
+      y += 54;
+      const tc = THREAT_COLORS[item.threatLevel] || '#3b82f6';
+
+      // Threat badge
+      const label = item.threatLevel.toUpperCase();
+      ctx.font = '700 20px Inter, system-ui, sans-serif';
+      const labelW = ctx.measureText(label).width + 18;
+      ctx.fillStyle = tc;
+      ctx.globalAlpha = 0.2;
+      roundRect(ctx, PAD, y - 20, labelW, 28, 4);
+      ctx.fill();
+      ctx.globalAlpha = 1;
+      ctx.fillStyle = tc;
+      ctx.fillText(label, PAD + 9, y);
+
+      // Title
+      ctx.fillStyle = '#e0e0e0';
+      ctx.font = '400 26px Inter, system-ui, sans-serif';
+      const titleX = PAD + labelW + 14;
+      const maxTitleW = RIGHT - titleX;
+      ctx.fillText(truncateText(ctx, item.title, maxTitleW), titleX, y);
+
+      // Source count
+      if (item.sourceCount > 1) {
+        ctx.fillStyle = '#666';
+        ctx.font = '400 18px Inter, system-ui, sans-serif';
+        const srcText = `${item.sourceCount} sources`;
+        const srcW = ctx.measureText(srcText).width;
+        ctx.fillText(srcText, RIGHT - srcW, y);
+      }
+    }
+
+    y += 36;
+    const totalSources = data.news.reduce((s, n) => s + (n.sourceCount || 1), 0);
+    const alertCount = data.news.filter(n => n.threatLevel === 'critical' || n.threatLevel === 'high').length;
+    ctx.fillStyle = '#555';
+    ctx.font = '400 22px Inter, system-ui, sans-serif';
+    let statsText = `${totalSources} sources across ${data.news.length} stories`;
+    if (alertCount > 0) statsText += `  ·  ${alertCount} high-priority alerts`;
+    ctx.fillText(statsText, PAD, y);
+  }
+
+  // ── MILITARY POSTURE ──
+  if (data.theater && y < FOOTER_Y - 200) {
+    y += 40;
+    drawSeparator(ctx, y, PAD);
+    y += 46;
+    drawSectionHeader(ctx, 'MILITARY POSTURE', PAD, y);
+
+    const postureColor = data.theater.postureLevel === 'critical' ? '#ef4444'
+      : data.theater.postureLevel === 'elevated' ? '#f97316' : '#22c55e';
+
+    y += 52;
+    ctx.fillStyle = '#e0e0e0';
+    ctx.font = '600 32px Inter, system-ui, sans-serif';
+    ctx.fillText(data.theater.theaterName, PAD, y);
+
+    // Posture badge
+    const pLabel = data.theater.postureLevel.toUpperCase();
+    ctx.font = '700 24px Inter, system-ui, sans-serif';
+    const pLabelW = ctx.measureText(pLabel).width + 24;
+    ctx.fillStyle = postureColor;
+    roundRect(ctx, RIGHT - pLabelW, y - 24, pLabelW, 34, 6);
+    ctx.fill();
+    ctx.fillStyle = '#fff';
+    ctx.fillText(pLabel, RIGHT - pLabelW + 12, y - 2);
+
+    y += 48;
+    ctx.font = '400 28px Inter, system-ui, sans-serif';
+    ctx.fillStyle = '#bbb';
+    ctx.fillText(`✈ ${data.theater.totalAircraft} aircraft`, PAD, y);
+    const acW = ctx.measureText(`✈ ${data.theater.totalAircraft} aircraft`).width;
+    ctx.fillText(`⚓ ${data.theater.totalVessels} vessels`, PAD + acW + 40, y);
+
+    if (data.theater.fighters || data.theater.tankers || data.theater.awacs) {
+      y += 40;
+      ctx.fillStyle = '#888';
+      ctx.font = '400 24px Inter, system-ui, sans-serif';
+      const parts: string[] = [];
+      if (data.theater.fighters) parts.push(`Fighters: ${data.theater.fighters}`);
+      if (data.theater.tankers) parts.push(`Tankers: ${data.theater.tankers}`);
+      if (data.theater.awacs) parts.push(`AWACS: ${data.theater.awacs}`);
+      ctx.fillText(parts.join('   ·   '), PAD, y);
+    }
+
+    if (data.theater.strikeCapable) {
+      y += 40;
+      ctx.fillStyle = '#ef4444';
+      ctx.font = '700 24px Inter, system-ui, sans-serif';
+      ctx.fillText('⚠ STRIKE CAPABLE', PAD, y);
+    }
+  }
+
+  // ── PREDICTION MARKETS ──
+  if (data.markets.length > 0 && y < FOOTER_Y - 150) {
+    y += 40;
+    drawSeparator(ctx, y, PAD);
+    y += 46;
+    drawSectionHeader(ctx, 'PREDICTION MARKETS', PAD, y);
+
+    for (const m of data.markets.slice(0, 4)) {
+      y += 50;
+      ctx.fillStyle = '#ddd';
+      ctx.font = '400 26px Inter, system-ui, sans-serif';
+      ctx.fillText(truncateText(ctx, m.title, RIGHT - PAD - 120), PAD, y);
+
+      const pct = Math.round(m.yesPrice);
+      const pctStr = `${pct}%`;
+      const pctColor = pct >= 70 ? '#ef4444' : pct >= 40 ? '#eab308' : '#22c55e';
+      ctx.fillStyle = pctColor;
+      ctx.font = '700 28px Inter, system-ui, sans-serif';
+      const pctW = ctx.measureText(pctStr).width;
+      ctx.fillText(pctStr, RIGHT - pctW, y);
+    }
+  }
+
+  // ── THREAT BREAKDOWN ──
+  const hasThreats = data.threats.critical + data.threats.high + data.threats.medium > 0;
+  if (hasThreats && y < FOOTER_Y - 150) {
+    y += 40;
+    drawSeparator(ctx, y, PAD);
+    y += 46;
+    drawSectionHeader(ctx, 'THREAT BREAKDOWN', PAD, y);
+
+    y += 48;
+    const threatBars = [
+      { label: 'Critical', count: data.threats.critical, color: '#ef4444' },
+      { label: 'High', count: data.threats.high, color: '#f97316' },
+      { label: 'Medium', count: data.threats.medium, color: '#eab308' },
+    ].filter(t => t.count > 0);
+
+    const maxCount = Math.max(...threatBars.map(t => t.count));
+    for (const t of threatBars) {
+      ctx.fillStyle = t.color;
+      ctx.font = '700 26px Inter, system-ui, sans-serif';
+      ctx.fillText(`${t.count}`, PAD, y);
+      ctx.fillStyle = '#bbb';
+      ctx.font = '400 26px Inter, system-ui, sans-serif';
+      const numW = ctx.measureText(`${t.count}`).width;
+      ctx.fillText(` ${t.label}`, PAD + numW, y);
+
+      const barStartX = PAD + 200;
+      const maxBarW = RIGHT - barStartX;
+      const bw = maxBarW * (t.count / maxCount);
+      ctx.fillStyle = t.color;
+      ctx.globalAlpha = 0.35;
+      roundRect(ctx, barStartX, y - 18, bw, 26, 5);
+      ctx.fill();
+      ctx.globalAlpha = 1;
+      y += 40;
+    }
+
+    if (data.threats.categories.length > 0) {
+      y += 6;
+      ctx.fillStyle = '#888';
+      ctx.font = '400 24px Inter, system-ui, sans-serif';
+      ctx.fillText(data.threats.categories.map(c => c.charAt(0).toUpperCase() + c.slice(1)).join('  ·  '), PAD, y);
+    }
+  }
+
+  // ── FOOTER ──
+  const timeStr = new Date().toISOString().replace('T', ' ').slice(0, 16) + ' UTC';
+  ctx.strokeStyle = '#222';
+  ctx.lineWidth = 1;
+  ctx.beginPath();
+  ctx.moveTo(PAD, H - 90);
+  ctx.lineTo(RIGHT, H - 90);
+  ctx.stroke();
+
+  const footerLogoSize = 40;
+  if (logoImg) {
+    ctx.drawImage(logoImg, PAD, H - 78, footerLogoSize, footerLogoSize);
+  }
+  const footerTextX = logoImg ? PAD + footerLogoSize + 12 : PAD;
+  ctx.fillStyle = '#444';
+  ctx.font = '600 24px Inter, system-ui, sans-serif';
+  ctx.letterSpacing = '2px';
+  ctx.fillText('WORLDMONITOR.APP', footerTextX, H - 55);
+  ctx.letterSpacing = '0px';
+  ctx.font = '400 20px Inter, system-ui, sans-serif';
+  ctx.fillText('Real-time global intelligence monitoring', footerTextX, H - 30);
+
+  ctx.font = '400 22px Inter, system-ui, sans-serif';
+  ctx.fillStyle = '#555';
+  const tw = ctx.measureText(timeStr).width;
+  ctx.fillText(timeStr, RIGHT - tw, H - 55);
+
+  return canvas;
+}
+
+function drawSeparator(ctx: CanvasRenderingContext2D, y: number, pad: number): void {
+  ctx.strokeStyle = '#222';
+  ctx.lineWidth = 1;
+  ctx.beginPath();
+  ctx.moveTo(pad, y);
+  ctx.lineTo(W - pad, y);
+  ctx.stroke();
+}
+
+function drawSectionHeader(ctx: CanvasRenderingContext2D, text: string, x: number, y: number): void {
+  ctx.fillStyle = '#777';
+  ctx.font = '700 26px Inter, system-ui, sans-serif';
+  ctx.letterSpacing = '4px';
+  ctx.fillText(text, x, y);
+  ctx.letterSpacing = '0px';
+}
+
+function truncateText(ctx: CanvasRenderingContext2D, text: string, maxWidth: number): string {
+  if (ctx.measureText(text).width <= maxWidth) return text;
+  let t = text;
+  while (t.length > 0 && ctx.measureText(t + '...').width > maxWidth) {
+    t = t.slice(0, -1);
+  }
+  return t + '...';
+}
+
+function roundRect(ctx: CanvasRenderingContext2D, x: number, y: number, w: number, h: number, r: number): void {
+  ctx.beginPath();
+  ctx.moveTo(x + r, y);
+  ctx.lineTo(x + w - r, y);
+  ctx.quadraticCurveTo(x + w, y, x + w, y + r);
+  ctx.lineTo(x + w, y + h - r);
+  ctx.quadraticCurveTo(x + w, y + h, x + w - r, y + h);
+  ctx.lineTo(x + r, y + h);
+  ctx.quadraticCurveTo(x, y + h, x, y + h - r);
+  ctx.lineTo(x, y + r);
+  ctx.quadraticCurveTo(x, y, x + r, y);
+  ctx.closePath();
+}
diff --git a/src/services/story-share.ts b/src/services/story-share.ts
new file mode 100644
index 000000000..d6546ca0b
--- /dev/null
+++ b/src/services/story-share.ts
@@ -0,0 +1,108 @@
+import type { StoryData } from './story-data';
+
+// Deep link generator for story sharing
+export function generateStoryDeepLink(
+  countryCode: string,
+  type: 'ciianalysis' | 'convergence' | 'brief' = 'ciianalysis',
+  score?: number,
+  level?: string
+): string {
+  const params = new URLSearchParams({
+    c: countryCode,
+    t: type,
+    ts: Date.now().toString()
+  });
+  if (score !== undefined) params.set('s', String(score));
+  if (level) params.set('l', level);
+  return `https://worldmonitor.app/api/story?${params.toString()}`;
+}
+
+// Parse deep link parameters
+export function parseStoryParams(url: URL): { countryCode: string; type: string } | null {
+  const countryCode = url.searchParams.get('c');
+  if (!countryCode) return null;
+  return {
+    countryCode,
+    type: url.searchParams.get('t') || 'ciianalysis'
+  };
+}
+
+// Generate QR code data URL (simple implementation)
+export function generateQRCode(data: string, size: number = 200): string {
+  // Using a simple QR code library pattern
+  // In production, use a library like qrcode or node-qrcode
+  const canvas = document.createElement('canvas');
+  canvas.width = size;
+  canvas.height = size;
+  const ctx = canvas.getContext('2d')!;
+  
+  // Placeholder - would use actual QR library
+  ctx.fillStyle = '#ffffff';
+  ctx.fillRect(0, 0, size, size);
+  ctx.fillStyle = '#000000';
+  ctx.font = '14px monospace';
+  ctx.textAlign = 'center';
+  ctx.fillText('Scan to view', size/2, size/2 - 10);
+  ctx.fillText(data.substring(0, 20) + '...', size/2, size/2 + 10);
+  
+  return canvas.toDataURL('image/png');
+}
+
+// Convert 2-letter country code to flag emoji
+function countryFlag(code: string): string {
+  const upper = code.toUpperCase();
+  if (upper.length !== 2) return '';
+  return String.fromCodePoint(
+    0x1F1E6 + upper.charCodeAt(0) - 65,
+    0x1F1E6 + upper.charCodeAt(1) - 65
+  );
+}
+
+// Share text templates for different platforms
+export const shareTexts = {
+  twitter: (data: StoryData) =>
+    `${countryFlag(data.countryCode)} ${data.countryName} Intelligence Brief\n\n` +
+    `Instability: ${data.cii?.score || 'N/A'}/100 (${data.cii?.level || 'N/A'})\n` +
+    `${data.threats.critical > 0 ? `⚠️ ${data.threats.critical} critical threats\n` : ''}` +
+    `\nGenerated by @WorldMonitorApp`,
+
+  whatsapp: (data: StoryData) =>
+    `${countryFlag(data.countryCode)} *${data.countryName} Intelligence Brief*\n\n` +
+    `*Instability:* ${data.cii?.score || 'N/A'}/100 (${data.cii?.level || 'N/A'})\n` +
+    `*Trend:* ${data.cii?.trend || 'stable'}\n` +
+    `${data.threats.critical > 0 ? `*⚠️ Critical:* ${data.threats.critical}\n` : ''}` +
+    `${data.threats.high > 0 ? `*🔴 High:* ${data.threats.high}\n` : ''}` +
+    `\n📊 View full analysis: ${generateStoryDeepLink(data.countryCode, 'ciianalysis', data.cii?.score, data.cii?.level)}`,
+
+  linkedin: (data: StoryData) =>
+    `Intelligence Update: ${data.countryName}\n\n` +
+    `Real-time instability assessment:\n` +
+    `• Score: ${data.cii?.score || 'N/A'}/100 (${data.cii?.level || 'N/A'})\n` +
+    `• 24h change: ${data.cii?.change24h ? (data.cii.change24h > 0 ? '+' : '') + data.cii.change24h : 'N/A'}%\n` +
+    `${data.threats.critical > 0 ? `• Critical threats: ${data.threats.critical}\n` : ''}` +
+    `\nData via World Monitor - Open source geopolitical intelligence`,
+
+  telegram: (data: StoryData) =>
+    `${countryFlag(data.countryCode)} *${data.countryName} Intelligence*\n\n` +
+    `📊 Instability: *${data.cii?.score || 'N/A'}/100* (${data.cii?.level || 'N/A'})\n` +
+    `📈 Trend: *${data.cii?.trend || 'stable'}*\n` +
+    `${data.cii?.change24h ? `📉 24h: *${data.cii.change24h > 0 ? '+' : ''}${data.cii.change24h}*\n` : ''}` +
+    `${data.threats.critical > 0 ? `🚨 Critical: *${data.threats.critical}*\n` : ''}` +
+    `${data.threats.high > 0 ? `🔴 High: *${data.threats.high}*\n` : ''}` +
+    `\n🔗 ${generateStoryDeepLink(data.countryCode, 'ciianalysis', data.cii?.score, data.cii?.level)}`
+};
+
+// Pre-generated share URLs
+export function getShareUrls(data: StoryData): Record<string, string> {
+  const url = generateStoryDeepLink(data.countryCode, 'ciianalysis', data.cii?.score, data.cii?.level);
+  const text = encodeURIComponent(shareTexts.twitter(data));
+  
+  return {
+    twitter: `https://twitter.com/intent/tweet?text=${text}&url=${encodeURIComponent(url)}`,
+    linkedin: `https://www.linkedin.com/sharing/share-offsite/?url=${encodeURIComponent(url)}`,
+    reddit: `https://reddit.com/submit?url=${encodeURIComponent(url)}&title=${encodeURIComponent(`${data.countryName} Intelligence Brief - World Monitor`)}`,
+    facebook: `https://www.facebook.com/sharer/sharer.php?u=${encodeURIComponent(url)}`,
+    whatsapp: `https://wa.me/?text=${encodeURIComponent(shareTexts.whatsapp(data).replace('\n', '%0A'))}`,
+    telegram: `https://t.me/share/url?url=${encodeURIComponent(url)}&text=${encodeURIComponent(shareTexts.telegram(data).replace('\n', '%0A'))}`,
+  };
+}
diff --git a/src/services/summarization.ts b/src/services/summarization.ts
new file mode 100644
index 000000000..e052b0c68
--- /dev/null
+++ b/src/services/summarization.ts
@@ -0,0 +1,147 @@
+/**
+ * Summarization Service with Fallback Chain
+ * Server-side Redis caching handles cross-user deduplication
+ * Fallback: Groq -> OpenRouter -> Browser T5
+ */
+
+import { mlWorker } from './ml-worker';
+import { SITE_VARIANT } from '@/config';
+import { isFeatureAvailable } from './runtime-config';
+
+export type SummarizationProvider = 'groq' | 'openrouter' | 'browser' | 'cache';
+
+export interface SummarizationResult {
+  summary: string;
+  provider: SummarizationProvider;
+  cached: boolean;
+}
+
+export type ProgressCallback = (step: number, total: number, message: string) => void;
+
+async function tryGroq(headlines: string[], geoContext?: string): Promise<SummarizationResult | null> {
+  if (!isFeatureAvailable('aiGroq')) return null;
+  try {
+    const response = await fetch('/api/groq-summarize', {
+      method: 'POST',
+      headers: { 'Content-Type': 'application/json' },
+      body: JSON.stringify({ headlines, mode: 'brief', geoContext, variant: SITE_VARIANT }),
+    });
+
+    if (!response.ok) {
+      const data = await response.json().catch(() => ({}));
+      if (data.fallback) return null;
+      throw new Error(`Groq error: ${response.status}`);
+    }
+
+    const data = await response.json();
+    const provider = data.cached ? 'cache' : 'groq';
+    console.log(`[Summarization] ${provider === 'cache' ? 'Redis cache hit' : 'Groq success'}:`, data.model);
+    return {
+      summary: data.summary,
+      provider: provider as SummarizationProvider,
+      cached: !!data.cached,
+    };
+  } catch (error) {
+    console.warn('[Summarization] Groq failed:', error);
+    return null;
+  }
+}
+
+async function tryOpenRouter(headlines: string[], geoContext?: string): Promise<SummarizationResult | null> {
+  if (!isFeatureAvailable('aiOpenRouter')) return null;
+  try {
+    const response = await fetch('/api/openrouter-summarize', {
+      method: 'POST',
+      headers: { 'Content-Type': 'application/json' },
+      body: JSON.stringify({ headlines, mode: 'brief', geoContext, variant: SITE_VARIANT }),
+    });
+
+    if (!response.ok) {
+      const data = await response.json().catch(() => ({}));
+      if (data.fallback) return null;
+      throw new Error(`OpenRouter error: ${response.status}`);
+    }
+
+    const data = await response.json();
+    const provider = data.cached ? 'cache' : 'openrouter';
+    console.log(`[Summarization] ${provider === 'cache' ? 'Redis cache hit' : 'OpenRouter success'}:`, data.model);
+    return {
+      summary: data.summary,
+      provider: provider as SummarizationProvider,
+      cached: !!data.cached,
+    };
+  } catch (error) {
+    console.warn('[Summarization] OpenRouter failed:', error);
+    return null;
+  }
+}
+
+async function tryBrowserT5(headlines: string[]): Promise<SummarizationResult | null> {
+  try {
+    if (!mlWorker.isAvailable) {
+      console.log('[Summarization] Browser ML not available');
+      return null;
+    }
+
+    const combinedText = headlines.slice(0, 6).map(h => h.slice(0, 80)).join('. ');
+    const prompt = `Summarize the main themes from these news headlines in 2 sentences: ${combinedText}`;
+
+    const [summary] = await mlWorker.summarize([prompt]);
+
+    if (!summary || summary.length < 20 || summary.toLowerCase().includes('summarize')) {
+      return null;
+    }
+
+    console.log('[Summarization] Browser T5 success');
+    return {
+      summary,
+      provider: 'browser',
+      cached: false,
+    };
+  } catch (error) {
+    console.warn('[Summarization] Browser T5 failed:', error);
+    return null;
+  }
+}
+
+/**
+ * Generate a summary using the fallback chain: Groq -> OpenRouter -> Browser T5
+ * Server-side Redis caching is handled by the API endpoints
+ * @param geoContext Optional geographic signal context to include in the prompt
+ */
+export async function generateSummary(
+  headlines: string[],
+  onProgress?: ProgressCallback,
+  geoContext?: string
+): Promise<SummarizationResult | null> {
+  if (!headlines || headlines.length < 2) {
+    return null;
+  }
+
+  const totalSteps = 3;
+
+  // Step 1: Try Groq (fast, 14.4K/day with 8b-instant + Redis cache)
+  onProgress?.(1, totalSteps, 'Connecting to Groq AI...');
+  const groqResult = await tryGroq(headlines, geoContext);
+  if (groqResult) {
+    return groqResult;
+  }
+
+  // Step 2: Try OpenRouter (fallback, 50/day + Redis cache)
+  onProgress?.(2, totalSteps, 'Trying OpenRouter...');
+  const openRouterResult = await tryOpenRouter(headlines, geoContext);
+  if (openRouterResult) {
+    return openRouterResult;
+  }
+
+  // Step 3: Try Browser T5 (local, unlimited but slower)
+  onProgress?.(3, totalSteps, 'Loading local AI model...');
+  const browserResult = await tryBrowserT5(headlines);
+  if (browserResult) {
+    return browserResult;
+  }
+
+  console.warn('[Summarization] All providers failed');
+  return null;
+}
+
diff --git a/src/services/tauri-bridge.ts b/src/services/tauri-bridge.ts
new file mode 100644
index 000000000..0b3f8b79b
--- /dev/null
+++ b/src/services/tauri-bridge.ts
@@ -0,0 +1,46 @@
+type TauriInvoke = <T>(command: string, payload?: Record<string, unknown>) => Promise<T>;
+
+function resolveInvokeBridge(): TauriInvoke | null {
+  if (typeof window === 'undefined') {
+    return null;
+  }
+
+  const tauriWindow = window as unknown as {
+    __TAURI__?: { core?: { invoke?: TauriInvoke } };
+    __TAURI_INTERNALS__?: { invoke?: TauriInvoke };
+  };
+
+  const invoke =
+    tauriWindow.__TAURI__?.core?.invoke ??
+    tauriWindow.__TAURI_INTERNALS__?.invoke;
+
+  return typeof invoke === 'function' ? invoke : null;
+}
+
+export function hasTauriInvokeBridge(): boolean {
+  return resolveInvokeBridge() !== null;
+}
+
+export async function invokeTauri<T>(
+  command: string,
+  payload?: Record<string, unknown>,
+): Promise<T> {
+  const invoke = resolveInvokeBridge();
+  if (!invoke) {
+    throw new Error('Tauri invoke bridge unavailable');
+  }
+
+  return invoke<T>(command, payload);
+}
+
+export async function tryInvokeTauri<T>(
+  command: string,
+  payload?: Record<string, unknown>,
+): Promise<T | null> {
+  try {
+    return await invokeTauri<T>(command, payload);
+  } catch (error) {
+    console.warn(`[tauri-bridge] Command failed: ${command}`, error);
+    return null;
+  }
+}
diff --git a/src/services/tech-activity.ts b/src/services/tech-activity.ts
new file mode 100644
index 000000000..465099be3
--- /dev/null
+++ b/src/services/tech-activity.ts
@@ -0,0 +1,155 @@
+import type { ClusteredEvent } from '@/types';
+import { inferHubsFromTitle, type TechHubLocation } from './tech-hub-index';
+
+export interface TechHubActivity {
+  hubId: string;
+  name: string;
+  city: string;
+  country: string;
+  lat: number;
+  lon: number;
+  tier: 'mega' | 'major' | 'emerging';
+  activityLevel: 'high' | 'elevated' | 'low';
+  score: number;
+  newsCount: number;
+  hasBreaking: boolean;
+  topStories: Array<{ title: string; link: string }>;
+  trend: 'rising' | 'stable' | 'falling';
+  matchedKeywords: string[];
+}
+
+interface HubAccumulator {
+  hub: TechHubLocation;
+  clusters: ClusteredEvent[];
+  matchedKeywords: Set<string>;
+  totalVelocity: number;
+  hasBreaking: boolean;
+}
+
+const TIER_BONUS: Record<string, number> = {
+  mega: 15,
+  major: 8,
+  emerging: 0,
+};
+
+export function aggregateTechActivity(clusters: ClusteredEvent[]): TechHubActivity[] {
+  const hubAccumulators = new Map<string, HubAccumulator>();
+
+  // Match each cluster to potential tech hubs
+  for (const cluster of clusters) {
+    const matches = inferHubsFromTitle(cluster.primaryTitle);
+
+    for (const match of matches) {
+      // Only consider matches with reasonable confidence
+      if (match.confidence < 0.5) continue;
+
+      let acc = hubAccumulators.get(match.hubId);
+      if (!acc) {
+        acc = {
+          hub: match.hub,
+          clusters: [],
+          matchedKeywords: new Set(),
+          totalVelocity: 0,
+          hasBreaking: false,
+        };
+        hubAccumulators.set(match.hubId, acc);
+      }
+
+      acc.clusters.push(cluster);
+      acc.matchedKeywords.add(match.matchedKeyword);
+
+      if (cluster.velocity?.sourcesPerHour) {
+        acc.totalVelocity += cluster.velocity.sourcesPerHour;
+      }
+
+      if (cluster.isAlert) {
+        acc.hasBreaking = true;
+      }
+    }
+  }
+
+  // First pass: calculate raw scores to find max
+  const rawScores: Array<{ hubId: string; acc: HubAccumulator; rawScore: number }> = [];
+  let maxRawScore = 0;
+
+  for (const [hubId, acc] of hubAccumulators) {
+    const newsCount = acc.clusters.length;
+    const tierBonus = TIER_BONUS[acc.hub.tier] || 0;
+
+    // Raw score formula
+    const rawScore =
+      newsCount * 10 +
+      (acc.hasBreaking ? 20 : 0) +
+      acc.totalVelocity * 3 +
+      tierBonus;
+
+    rawScores.push({ hubId, acc, rawScore });
+    maxRawScore = Math.max(maxRawScore, rawScore);
+  }
+
+  // Calculate activity scores and build result
+  const activities: TechHubActivity[] = [];
+
+  for (const { hubId, acc, rawScore } of rawScores) {
+    const newsCount = acc.clusters.length;
+
+    // Normalize to 0-100 scale relative to top hub
+    const score = maxRawScore > 0
+      ? Math.round((rawScore / maxRawScore) * 100)
+      : 0;
+
+    // Determine activity level based on relative position
+    let activityLevel: 'high' | 'elevated' | 'low';
+    if (score >= 70 || acc.hasBreaking) {
+      activityLevel = 'high';
+    } else if (score >= 40) {
+      activityLevel = 'elevated';
+    } else {
+      activityLevel = 'low';
+    }
+
+    // Get top stories (up to 3)
+    const topStories = acc.clusters
+      .slice(0, 3)
+      .map(c => ({ title: c.primaryTitle, link: c.primaryLink }));
+
+    // Determine trend based on velocity
+    let trend: 'rising' | 'stable' | 'falling' = 'stable';
+    if (acc.totalVelocity > 2) {
+      trend = 'rising';
+    } else if (acc.totalVelocity < 0.5 && newsCount > 1) {
+      trend = 'falling';
+    }
+
+    activities.push({
+      hubId,
+      name: acc.hub.name,
+      city: acc.hub.city,
+      country: acc.hub.country,
+      lat: acc.hub.lat,
+      lon: acc.hub.lon,
+      tier: acc.hub.tier,
+      activityLevel,
+      score,
+      newsCount,
+      hasBreaking: acc.hasBreaking,
+      topStories,
+      trend,
+      matchedKeywords: Array.from(acc.matchedKeywords),
+    });
+  }
+
+  // Sort by score descending
+  activities.sort((a, b) => b.score - a.score);
+
+  return activities;
+}
+
+export function getTopActiveHubs(clusters: ClusteredEvent[], limit = 10): TechHubActivity[] {
+  return aggregateTechActivity(clusters).slice(0, limit);
+}
+
+export function getHubActivity(hubId: string, clusters: ClusteredEvent[]): TechHubActivity | undefined {
+  const activities = aggregateTechActivity(clusters);
+  return activities.find(a => a.hubId === hubId);
+}
diff --git a/src/services/tech-hub-index.ts b/src/services/tech-hub-index.ts
new file mode 100644
index 000000000..58a285f50
--- /dev/null
+++ b/src/services/tech-hub-index.ts
@@ -0,0 +1,268 @@
+import { STARTUP_ECOSYSTEMS } from '@/config/startup-ecosystems';
+import { TECH_COMPANIES } from '@/config/tech-companies';
+import { STARTUP_HUBS } from '@/config/tech-geo';
+
+export interface TechHubLocation {
+  id: string;
+  name: string;
+  city: string;
+  country: string;
+  lat: number;
+  lon: number;
+  type: 'ecosystem' | 'company' | 'hub';
+  tier: 'mega' | 'major' | 'emerging';
+  keywords: string[];
+}
+
+interface TechHubIndex {
+  hubs: Map<string, TechHubLocation>;
+  byKeyword: Map<string, string[]>;
+}
+
+let cachedIndex: TechHubIndex | null = null;
+
+function normalizeTier(tier: string | undefined): 'mega' | 'major' | 'emerging' {
+  if (!tier) return 'emerging';
+  if (tier === 'tier1' || tier === 'mega') return 'mega';
+  if (tier === 'tier2' || tier === 'major') return 'major';
+  return 'emerging';
+}
+
+function buildTechHubIndex(): TechHubIndex {
+  if (cachedIndex) return cachedIndex;
+
+  const hubs = new Map<string, TechHubLocation>();
+  const byKeyword = new Map<string, string[]>();
+
+  const addKeyword = (keyword: string, hubId: string) => {
+    const lower = keyword.toLowerCase();
+    const existing = byKeyword.get(lower) || [];
+    if (!existing.includes(hubId)) {
+      existing.push(hubId);
+      byKeyword.set(lower, existing);
+    }
+  };
+
+  // Add startup ecosystems (richest data source)
+  for (const eco of STARTUP_ECOSYSTEMS) {
+    const hub: TechHubLocation = {
+      id: eco.id,
+      name: eco.name,
+      city: eco.city,
+      country: eco.country,
+      lat: eco.lat,
+      lon: eco.lon,
+      type: 'ecosystem',
+      tier: normalizeTier(eco.ecosystemTier),
+      keywords: [],
+    };
+
+    // Add keywords
+    hub.keywords.push(eco.city.toLowerCase());
+    addKeyword(eco.city, eco.id);
+
+    // Add name variations
+    if (eco.name !== eco.city) {
+      hub.keywords.push(eco.name.toLowerCase());
+      addKeyword(eco.name, eco.id);
+    }
+
+    // Add notable startups as keywords
+    if (eco.notableStartups) {
+      for (const startup of eco.notableStartups) {
+        hub.keywords.push(startup.toLowerCase());
+        addKeyword(startup, eco.id);
+      }
+    }
+
+    // Add major VCs as keywords
+    if (eco.majorVCs) {
+      for (const vc of eco.majorVCs) {
+        hub.keywords.push(vc.toLowerCase());
+        addKeyword(vc, eco.id);
+      }
+    }
+
+    hubs.set(eco.id, hub);
+  }
+
+  // Add tech companies (map to existing hubs or create new entries)
+  for (const company of TECH_COMPANIES) {
+    // Skip companies without city data
+    if (!company.city) continue;
+
+    // Find existing hub by city
+    let existingHub: TechHubLocation | undefined;
+    for (const hub of hubs.values()) {
+      if (hub.city.toLowerCase() === company.city.toLowerCase()) {
+        existingHub = hub;
+        break;
+      }
+    }
+
+    if (existingHub) {
+      // Add company name as keyword to existing hub
+      existingHub.keywords.push(company.name.toLowerCase());
+      addKeyword(company.name, existingHub.id);
+
+      // Add key products as keywords
+      if (company.keyProducts) {
+        for (const product of company.keyProducts) {
+          existingHub.keywords.push(product.toLowerCase());
+          addKeyword(product, existingHub.id);
+        }
+      }
+    } else {
+      // Create new hub for this company
+      const hub: TechHubLocation = {
+        id: company.id,
+        name: company.name,
+        city: company.city,
+        country: company.country,
+        lat: company.lat,
+        lon: company.lon,
+        type: 'company',
+        tier: 'major',
+        keywords: [company.name.toLowerCase(), company.city.toLowerCase()],
+      };
+
+      addKeyword(company.name, company.id);
+      addKeyword(company.city, company.id);
+
+      if (company.keyProducts) {
+        for (const product of company.keyProducts) {
+          hub.keywords.push(product.toLowerCase());
+          addKeyword(product, company.id);
+        }
+      }
+
+      hubs.set(company.id, hub);
+    }
+  }
+
+  // Add simplified startup hubs (fill gaps)
+  for (const sh of STARTUP_HUBS) {
+    // Check if we already have this location
+    let exists = false;
+    for (const hub of hubs.values()) {
+      if (hub.city.toLowerCase() === sh.city.toLowerCase()) {
+        exists = true;
+        // Add the hub's nickname as keyword
+        if (sh.name !== sh.city) {
+          hub.keywords.push(sh.name.toLowerCase());
+          addKeyword(sh.name, hub.id);
+        }
+        break;
+      }
+    }
+
+    if (!exists) {
+      const hub: TechHubLocation = {
+        id: sh.id,
+        name: sh.name,
+        city: sh.city,
+        country: sh.country,
+        lat: sh.lat,
+        lon: sh.lon,
+        type: 'hub',
+        tier: sh.tier,
+        keywords: [sh.city.toLowerCase()],
+      };
+
+      if (sh.name !== sh.city) {
+        hub.keywords.push(sh.name.toLowerCase());
+        addKeyword(sh.name, sh.id);
+      }
+
+      addKeyword(sh.city, sh.id);
+      hubs.set(sh.id, hub);
+    }
+  }
+
+  // Add common region aliases
+  const regionAliases: Record<string, string> = {
+    'silicon valley': 'sf-bay-area',
+    'bay area': 'sf-bay-area',
+    'san francisco bay': 'sf-bay-area',
+    'research triangle': 'raleigh-durham',
+    'startup nation': 'telaviv',
+    'silicon beach': 'la',
+    'silicon savannah': 'nairobi',
+    'station f': 'paris',
+    'zhongguancun': 'beijing',
+    'tech city': 'london',
+  };
+
+  for (const [alias, hubId] of Object.entries(regionAliases)) {
+    addKeyword(alias, hubId);
+  }
+
+  cachedIndex = { hubs, byKeyword };
+  return cachedIndex;
+}
+
+export interface HubMatch {
+  hubId: string;
+  hub: TechHubLocation;
+  confidence: number;
+  matchedKeyword: string;
+}
+
+export function inferHubsFromTitle(title: string): HubMatch[] {
+  const index = buildTechHubIndex();
+  const matches: HubMatch[] = [];
+  const titleLower = title.toLowerCase();
+  const seenHubs = new Set<string>();
+
+  // Check each keyword
+  for (const [keyword, hubIds] of index.byKeyword) {
+    if (keyword.length < 3) continue; // Skip very short keywords
+
+    if (titleLower.includes(keyword)) {
+      for (const hubId of hubIds) {
+        if (seenHubs.has(hubId)) continue;
+        seenHubs.add(hubId);
+
+        const hub = index.hubs.get(hubId);
+        if (!hub) continue;
+
+        // Calculate confidence based on keyword length and specificity
+        let confidence = 0.5;
+        if (keyword.length >= 10) confidence = 0.9; // Long keywords are specific
+        else if (keyword.length >= 6) confidence = 0.7;
+
+        // Boost for company names (more specific)
+        if (hub.type === 'company' || keyword === hub.name.toLowerCase()) {
+          confidence = Math.min(1, confidence + 0.2);
+        }
+
+        matches.push({
+          hubId,
+          hub,
+          confidence,
+          matchedKeyword: keyword,
+        });
+      }
+    }
+  }
+
+  // Sort by confidence descending
+  matches.sort((a, b) => b.confidence - a.confidence);
+
+  return matches;
+}
+
+export function getHubById(hubId: string): TechHubLocation | undefined {
+  const index = buildTechHubIndex();
+  return index.hubs.get(hubId);
+}
+
+export function getAllHubs(): TechHubLocation[] {
+  const index = buildTechHubIndex();
+  return Array.from(index.hubs.values());
+}
+
+export function getHubsByTier(tier: 'mega' | 'major' | 'emerging'): TechHubLocation[] {
+  const index = buildTechHubIndex();
+  return Array.from(index.hubs.values()).filter(h => h.tier === tier);
+}
diff --git a/src/services/temporal-baseline.ts b/src/services/temporal-baseline.ts
new file mode 100644
index 000000000..058c80d46
--- /dev/null
+++ b/src/services/temporal-baseline.ts
@@ -0,0 +1,119 @@
+// Temporal Anomaly Detection Service
+// Detects when current activity levels deviate from historical baselines
+// Backed by Upstash Redis via /api/temporal-baseline edge function
+
+export type TemporalEventType =
+  | 'military_flights'
+  | 'vessels'
+  | 'protests'
+  | 'news'
+  | 'ais_gaps'
+  | 'satellite_fires';
+
+export interface TemporalAnomaly {
+  type: TemporalEventType;
+  region: string;
+  currentCount: number;
+  expectedCount: number;
+  zScore: number;
+  message: string;
+  severity: 'medium' | 'high' | 'critical';
+}
+
+const BASELINE_API = '/api/temporal-baseline';
+
+const TYPE_LABELS: Record<TemporalEventType, string> = {
+  military_flights: 'Military flights',
+  vessels: 'Naval vessels',
+  protests: 'Protests',
+  news: 'News velocity',
+  ais_gaps: 'Dark ship activity',
+  satellite_fires: 'Satellite fire detections',
+};
+
+const WEEKDAY_NAMES = ['Sunday', 'Monday', 'Tuesday', 'Wednesday', 'Thursday', 'Friday', 'Saturday'];
+const MONTH_NAMES = ['', 'January', 'February', 'March', 'April', 'May', 'June',
+  'July', 'August', 'September', 'October', 'November', 'December'];
+
+function formatAnomalyMessage(
+  type: TemporalEventType,
+  _region: string,
+  count: number,
+  mean: number,
+  multiplier: number,
+): string {
+  const now = new Date();
+  const weekday = WEEKDAY_NAMES[now.getUTCDay()];
+  const month = MONTH_NAMES[now.getUTCMonth() + 1];
+  const mult = multiplier < 10 ? `${multiplier.toFixed(1)}x` : `${Math.round(multiplier)}x`;
+  return `${TYPE_LABELS[type]} ${mult} normal for ${weekday} (${month}) — ${count} vs baseline ${Math.round(mean)}`;
+}
+
+function getSeverity(zScore: number): 'medium' | 'high' | 'critical' {
+  if (zScore >= 3.0) return 'critical';
+  if (zScore >= 2.0) return 'high';
+  return 'medium';
+}
+
+// Fire-and-forget baseline update
+export async function reportMetrics(
+  updates: Array<{ type: TemporalEventType; region: string; count: number }>
+): Promise<void> {
+  try {
+    await fetch(BASELINE_API, {
+      method: 'POST',
+      headers: { 'Content-Type': 'application/json' },
+      body: JSON.stringify({ updates }),
+    });
+  } catch (e) {
+    console.warn('[TemporalBaseline] Update failed:', e);
+  }
+}
+
+// Check for anomaly (returns null if learning or normal)
+export async function checkAnomaly(
+  type: TemporalEventType,
+  region: string,
+  count: number,
+): Promise<TemporalAnomaly | null> {
+  try {
+    const params = new URLSearchParams({ type, region, count: String(count) });
+    const res = await fetch(`${BASELINE_API}?${params}`);
+    if (!res.ok) return null;
+
+    const data = await res.json();
+    if (!data.anomaly) return null;
+
+    return {
+      type,
+      region,
+      currentCount: count,
+      expectedCount: Math.round(data.baseline.mean),
+      zScore: data.anomaly.zScore,
+      severity: getSeverity(data.anomaly.zScore),
+      message: formatAnomalyMessage(type, region, count, data.baseline.mean, data.anomaly.multiplier),
+    };
+  } catch (e) {
+    console.warn('[TemporalBaseline] Check failed:', e);
+    return null;
+  }
+}
+
+// Batch: report metrics AND check for anomalies in one flow
+export async function updateAndCheck(
+  metrics: Array<{ type: TemporalEventType; region: string; count: number }>
+): Promise<TemporalAnomaly[]> {
+  // Fire-and-forget the update
+  reportMetrics(metrics).catch(() => {});
+
+  // Check anomalies in parallel
+  const results = await Promise.allSettled(
+    metrics.map(m => checkAnomaly(m.type, m.region, m.count))
+  );
+
+  return results
+    .filter((r): r is PromiseFulfilledResult<TemporalAnomaly | null> => r.status === 'fulfilled')
+    .map(r => r.value)
+    .filter((a): a is TemporalAnomaly => a !== null)
+    .sort((a, b) => b.zScore - a.zScore);
+}
diff --git a/src/services/threat-classifier.ts b/src/services/threat-classifier.ts
new file mode 100644
index 000000000..4eabbf4a5
--- /dev/null
+++ b/src/services/threat-classifier.ts
@@ -0,0 +1,395 @@
+export type ThreatLevel = 'critical' | 'high' | 'medium' | 'low' | 'info';
+
+export type EventCategory =
+  | 'conflict' | 'protest' | 'disaster' | 'diplomatic' | 'economic'
+  | 'terrorism' | 'cyber' | 'health' | 'environmental' | 'military'
+  | 'crime' | 'infrastructure' | 'tech' | 'general';
+
+export interface ThreatClassification {
+  level: ThreatLevel;
+  category: EventCategory;
+  confidence: number;
+  source: 'keyword' | 'ml' | 'llm';
+}
+
+export const THREAT_COLORS: Record<ThreatLevel, string> = {
+  critical: '#ef4444',
+  high: '#f97316',
+  medium: '#eab308',
+  low: '#22c55e',
+  info: '#3b82f6',
+};
+
+export const THREAT_PRIORITY: Record<ThreatLevel, number> = {
+  critical: 5,
+  high: 4,
+  medium: 3,
+  low: 2,
+  info: 1,
+};
+
+export const THREAT_LABELS: Record<ThreatLevel, string> = {
+  critical: 'CRIT',
+  high: 'HIGH',
+  medium: 'MED',
+  low: 'LOW',
+  info: 'INFO',
+};
+
+type KeywordMap = Record<string, EventCategory>;
+
+const CRITICAL_KEYWORDS: KeywordMap = {
+  'nuclear strike': 'military',
+  'nuclear attack': 'military',
+  'nuclear war': 'military',
+  'invasion': 'conflict',
+  'declaration of war': 'conflict',
+  'martial law': 'military',
+  'coup': 'military',
+  'coup attempt': 'military',
+  'genocide': 'conflict',
+  'ethnic cleansing': 'conflict',
+  'chemical attack': 'terrorism',
+  'biological attack': 'terrorism',
+  'dirty bomb': 'terrorism',
+  'mass casualty': 'conflict',
+  'pandemic declared': 'health',
+  'health emergency': 'health',
+  'nato article 5': 'military',
+  'evacuation order': 'disaster',
+  'meltdown': 'disaster',
+  'nuclear meltdown': 'disaster',
+};
+
+const HIGH_KEYWORDS: KeywordMap = {
+  'war': 'conflict',
+  'armed conflict': 'conflict',
+  'airstrike': 'conflict',
+  'air strike': 'conflict',
+  'drone strike': 'conflict',
+  'missile': 'military',
+  'missile launch': 'military',
+  'troops deployed': 'military',
+  'military escalation': 'military',
+  'bombing': 'conflict',
+  'casualties': 'conflict',
+  'hostage': 'terrorism',
+  'terrorist': 'terrorism',
+  'terror attack': 'terrorism',
+  'assassination': 'crime',
+  'cyber attack': 'cyber',
+  'ransomware': 'cyber',
+  'data breach': 'cyber',
+  'sanctions': 'economic',
+  'embargo': 'economic',
+  'earthquake': 'disaster',
+  'tsunami': 'disaster',
+  'hurricane': 'disaster',
+  'typhoon': 'disaster',
+};
+
+const MEDIUM_KEYWORDS: KeywordMap = {
+  'protest': 'protest',
+  'protests': 'protest',
+  'riot': 'protest',
+  'riots': 'protest',
+  'unrest': 'protest',
+  'demonstration': 'protest',
+  'strike action': 'protest',
+  'military exercise': 'military',
+  'naval exercise': 'military',
+  'arms deal': 'military',
+  'weapons sale': 'military',
+  'diplomatic crisis': 'diplomatic',
+  'ambassador recalled': 'diplomatic',
+  'expel diplomats': 'diplomatic',
+  'trade war': 'economic',
+  'tariff': 'economic',
+  'recession': 'economic',
+  'inflation': 'economic',
+  'market crash': 'economic',
+  'flood': 'disaster',
+  'flooding': 'disaster',
+  'wildfire': 'disaster',
+  'volcano': 'disaster',
+  'eruption': 'disaster',
+  'outbreak': 'health',
+  'epidemic': 'health',
+  'infection spread': 'health',
+  'oil spill': 'environmental',
+  'pipeline explosion': 'infrastructure',
+  'blackout': 'infrastructure',
+  'power outage': 'infrastructure',
+  'internet outage': 'infrastructure',
+  'derailment': 'infrastructure',
+};
+
+const LOW_KEYWORDS: KeywordMap = {
+  'election': 'diplomatic',
+  'vote': 'diplomatic',
+  'referendum': 'diplomatic',
+  'summit': 'diplomatic',
+  'treaty': 'diplomatic',
+  'agreement': 'diplomatic',
+  'negotiation': 'diplomatic',
+  'talks': 'diplomatic',
+  'peacekeeping': 'diplomatic',
+  'humanitarian aid': 'diplomatic',
+  'ceasefire': 'diplomatic',
+  'peace treaty': 'diplomatic',
+  'climate change': 'environmental',
+  'emissions': 'environmental',
+  'pollution': 'environmental',
+  'deforestation': 'environmental',
+  'drought': 'environmental',
+  'vaccine': 'health',
+  'vaccination': 'health',
+  'disease': 'health',
+  'virus': 'health',
+  'public health': 'health',
+  'covid': 'health',
+  'interest rate': 'economic',
+  'gdp': 'economic',
+  'unemployment': 'economic',
+  'regulation': 'economic',
+};
+
+const TECH_HIGH_KEYWORDS: KeywordMap = {
+  'major outage': 'infrastructure',
+  'service down': 'infrastructure',
+  'global outage': 'infrastructure',
+  'zero-day': 'cyber',
+  'critical vulnerability': 'cyber',
+  'supply chain attack': 'cyber',
+  'mass layoff': 'economic',
+};
+
+const TECH_MEDIUM_KEYWORDS: KeywordMap = {
+  'outage': 'infrastructure',
+  'breach': 'cyber',
+  'hack': 'cyber',
+  'vulnerability': 'cyber',
+  'layoff': 'economic',
+  'layoffs': 'economic',
+  'antitrust': 'economic',
+  'monopoly': 'economic',
+  'ban': 'economic',
+  'shutdown': 'infrastructure',
+};
+
+const TECH_LOW_KEYWORDS: KeywordMap = {
+  'ipo': 'economic',
+  'funding': 'economic',
+  'acquisition': 'economic',
+  'merger': 'economic',
+  'launch': 'tech',
+  'release': 'tech',
+  'update': 'tech',
+  'partnership': 'economic',
+  'startup': 'tech',
+  'ai model': 'tech',
+  'open source': 'tech',
+};
+
+const EXCLUSIONS = [
+  'protein', 'couples', 'relationship', 'dating', 'diet', 'fitness',
+  'recipe', 'cooking', 'shopping', 'fashion', 'celebrity', 'movie',
+  'tv show', 'sports', 'game', 'concert', 'festival', 'wedding',
+  'vacation', 'travel tips', 'life hack', 'self-care', 'wellness',
+];
+
+const SHORT_KEYWORDS = new Set([
+  'war', 'coup', 'ban', 'vote', 'riot', 'riots', 'hack', 'talks', 'ipo', 'gdp',
+  'virus', 'disease', 'flood',
+]);
+
+const keywordRegexCache = new Map<string, RegExp>();
+
+function getKeywordRegex(kw: string): RegExp {
+  let re = keywordRegexCache.get(kw);
+  if (!re) {
+    re = SHORT_KEYWORDS.has(kw)
+      ? new RegExp(`\\b${kw.replace(/[.*+?^${}()|[\]\\]/g, '\\$&')}\\b`)
+      : new RegExp(kw.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'));
+    keywordRegexCache.set(kw, re);
+  }
+  return re;
+}
+
+function matchKeywords(
+  titleLower: string,
+  keywords: KeywordMap
+): { keyword: string; category: EventCategory } | null {
+  for (const [kw, cat] of Object.entries(keywords)) {
+    if (getKeywordRegex(kw).test(titleLower)) {
+      return { keyword: kw, category: cat };
+    }
+  }
+  return null;
+}
+
+export function classifyByKeyword(title: string, variant = 'full'): ThreatClassification {
+  const lower = title.toLowerCase();
+
+  if (EXCLUSIONS.some(ex => lower.includes(ex))) {
+    return { level: 'info', category: 'general', confidence: 0.3, source: 'keyword' };
+  }
+
+  const isTech = variant === 'tech';
+
+  // Priority cascade: critical → high → medium → low → info
+  let match = matchKeywords(lower, CRITICAL_KEYWORDS);
+  if (match) return { level: 'critical', category: match.category, confidence: 0.9, source: 'keyword' };
+
+  match = matchKeywords(lower, HIGH_KEYWORDS);
+  if (match) return { level: 'high', category: match.category, confidence: 0.8, source: 'keyword' };
+
+  if (isTech) {
+    match = matchKeywords(lower, TECH_HIGH_KEYWORDS);
+    if (match) return { level: 'high', category: match.category, confidence: 0.75, source: 'keyword' };
+  }
+
+  match = matchKeywords(lower, MEDIUM_KEYWORDS);
+  if (match) return { level: 'medium', category: match.category, confidence: 0.7, source: 'keyword' };
+
+  if (isTech) {
+    match = matchKeywords(lower, TECH_MEDIUM_KEYWORDS);
+    if (match) return { level: 'medium', category: match.category, confidence: 0.65, source: 'keyword' };
+  }
+
+  match = matchKeywords(lower, LOW_KEYWORDS);
+  if (match) return { level: 'low', category: match.category, confidence: 0.6, source: 'keyword' };
+
+  if (isTech) {
+    match = matchKeywords(lower, TECH_LOW_KEYWORDS);
+    if (match) return { level: 'low', category: match.category, confidence: 0.55, source: 'keyword' };
+  }
+
+  return { level: 'info', category: 'general', confidence: 0.3, source: 'keyword' };
+}
+
+// Batched AI classification — collects headlines then sends one API call
+const BATCH_SIZE = 20;
+const BATCH_DELAY_MS = 500;
+let batchPaused = false;
+let batchTimer: ReturnType<typeof setTimeout> | null = null;
+const batchQueue: Array<{ title: string; variant: string; resolve: (v: ThreatClassification | null) => void }> = [];
+
+function flushBatch(): void {
+  if (batchPaused || batchQueue.length === 0) return;
+  batchTimer = null;
+
+  const batch = batchQueue.splice(0, BATCH_SIZE);
+  if (batch.length === 0) return;
+  const variant = batch[0]!.variant;
+  const titles = batch.map(j => j.title);
+
+  fetch('/api/classify-batch', {
+    method: 'POST',
+    headers: { 'Content-Type': 'application/json' },
+    body: JSON.stringify({ titles, variant }),
+  })
+    .then(resp => {
+      if (resp.status === 429 || resp.status >= 500) {
+        batchPaused = true;
+        const delay = resp.status === 429 ? 60_000 : 30_000;
+        console.warn(`[Classify] ${resp.status} — pausing AI classification for ${delay / 1000}s`);
+        for (const job of batch) job.resolve(null);
+        while (batchQueue.length > 0) batchQueue.shift()!.resolve(null);
+        setTimeout(() => { batchPaused = false; scheduleBatch(); }, delay);
+        return null;
+      }
+      if (!resp.ok) { for (const job of batch) job.resolve(null); return null; }
+      return resp.json();
+    })
+    .then(data => {
+      if (!data) return;
+      const results: Array<{ level?: string; category?: string } | null> = data.results || [];
+      for (let i = 0; i < batch.length; i++) {
+        const r = results[i];
+        const job = batch[i]!;
+        if (r && r.level && r.category) {
+          job.resolve({
+            level: r.level as ThreatLevel,
+            category: r.category as EventCategory,
+            confidence: 0.9,
+            source: 'llm',
+          });
+        } else {
+          job.resolve(null);
+        }
+      }
+    })
+    .catch(() => { for (const job of batch) job.resolve(null); })
+    .finally(() => scheduleBatch());
+}
+
+function scheduleBatch(): void {
+  if (batchTimer || batchPaused || batchQueue.length === 0) return;
+  if (batchQueue.length >= BATCH_SIZE) {
+    flushBatch();
+  } else {
+    batchTimer = setTimeout(flushBatch, BATCH_DELAY_MS);
+  }
+}
+
+export function classifyWithAI(
+  title: string,
+  variant: string
+): Promise<ThreatClassification | null> {
+  return new Promise((resolve) => {
+    batchQueue.push({ title, variant, resolve });
+    scheduleBatch();
+  });
+}
+
+export function aggregateThreats(
+  items: Array<{ threat?: ThreatClassification; tier?: number }>
+): ThreatClassification {
+  const withThreat = items.filter(i => i.threat);
+  if (withThreat.length === 0) {
+    return { level: 'info', category: 'general', confidence: 0.3, source: 'keyword' };
+  }
+
+  // Level = max across items
+  let maxLevel: ThreatLevel = 'info';
+  let maxPriority = 0;
+  for (const item of withThreat) {
+    const p = THREAT_PRIORITY[item.threat!.level];
+    if (p > maxPriority) {
+      maxPriority = p;
+      maxLevel = item.threat!.level;
+    }
+  }
+
+  // Category = most frequent
+  const catCounts = new Map<EventCategory, number>();
+  for (const item of withThreat) {
+    const cat = item.threat!.category;
+    catCounts.set(cat, (catCounts.get(cat) ?? 0) + 1);
+  }
+  let topCat: EventCategory = 'general';
+  let topCount = 0;
+  for (const [cat, count] of catCounts) {
+    if (count > topCount) {
+      topCount = count;
+      topCat = cat;
+    }
+  }
+
+  // Confidence = weighted avg by source tier (lower tier = higher weight)
+  let weightedSum = 0;
+  let weightTotal = 0;
+  for (const item of withThreat) {
+    const weight = item.tier ? (6 - Math.min(item.tier, 5)) : 1;
+    weightedSum += item.threat!.confidence * weight;
+    weightTotal += weight;
+  }
+
+  return {
+    level: maxLevel,
+    category: topCat,
+    confidence: weightTotal > 0 ? weightedSum / weightTotal : 0.5,
+    source: 'keyword',
+  };
+}
diff --git a/src/services/trending-keywords.ts b/src/services/trending-keywords.ts
new file mode 100644
index 000000000..ee4a2705d
--- /dev/null
+++ b/src/services/trending-keywords.ts
@@ -0,0 +1,642 @@
+import type { CorrelationSignal } from './correlation';
+import { mlWorker } from './ml-worker';
+import { generateSummary } from './summarization';
+import { SUPPRESSED_TRENDING_TERMS, escapeRegex, generateSignalId, tokenize } from '@/utils/analysis-constants';
+
+export interface TrendingHeadlineInput {
+  title: string;
+  pubDate: Date;
+  source: string;
+  link?: string;
+}
+
+interface StoredHeadline {
+  title: string;
+  source: string;
+  link: string;
+  publishedAt: number;
+  ingestedAt: number;
+}
+
+interface TermCandidate {
+  display: string;
+  isEntity: boolean;
+}
+
+interface PendingMLEnrichmentHeadline {
+  headline: TrendingHeadlineInput;
+  baseTermKeys: Set<string>;
+}
+
+interface MLEntity {
+  text: string;
+  type: string;
+  confidence: number;
+}
+
+interface TermRecord {
+  timestamps: number[];
+  baseline7d: number;
+  lastSpikeAlertMs: number;
+  displayTerm: string;
+  headlines: StoredHeadline[];
+}
+
+export interface TrendingSpike {
+  term: string;
+  count: number;
+  baseline: number;
+  multiplier: number;
+  windowMs: number;
+  uniqueSources: number;
+  headlines: StoredHeadline[];
+}
+
+export interface TrendingConfig {
+  blockedTerms: string[];
+  minSpikeCount: number;
+  spikeMultiplier: number;
+  autoSummarize: boolean;
+}
+
+const HOUR_MS = 60 * 60 * 1000;
+const DAY_MS = 24 * HOUR_MS;
+
+const ROLLING_WINDOW_MS = 2 * HOUR_MS;
+const BASELINE_WINDOW_MS = 7 * DAY_MS;
+const BASELINE_REFRESH_MS = HOUR_MS;
+const SPIKE_COOLDOWN_MS = 30 * 60 * 1000;
+const MAX_TRACKED_TERMS = 10000;
+const MAX_AUTO_SUMMARIES_PER_HOUR = 5;
+const MIN_TOKEN_LENGTH = 3;
+const MIN_SPIKE_SOURCE_COUNT = 2;
+const CONFIG_KEY = 'worldmonitor-trending-config-v1';
+const ML_ENTITY_MIN_CONFIDENCE = 0.75;
+const ML_ENTITY_BATCH_SIZE = 20;
+const ML_ENTITY_TYPES = new Set(['PER', 'ORG', 'LOC', 'MISC']);
+
+const DEFAULT_CONFIG: TrendingConfig = {
+  blockedTerms: [],
+  minSpikeCount: 5,
+  spikeMultiplier: 3,
+  autoSummarize: true,
+};
+
+const CVE_PATTERN = /CVE-\d{4}-\d{4,}/gi;
+const APT_PATTERN = /APT\d+/gi;
+const FIN_PATTERN = /FIN\d+/gi;
+
+const LEADER_NAMES = [
+  'putin', 'zelensky', 'xi jinping', 'biden', 'trump', 'netanyahu',
+  'khamenei', 'erdogan', 'modi', 'macron', 'scholz', 'starmer',
+  'orban', 'milei', 'kim jong un', 'al-sisi',
+];
+const LEADER_PATTERNS = LEADER_NAMES.map(name => ({
+  name,
+  pattern: new RegExp(`\\b${escapeRegex(name)}\\b`, 'i'),
+}));
+
+const termFrequency = new Map<string, TermRecord>();
+const seenHeadlines = new Map<string, number>();
+const pendingSignals: CorrelationSignal[] = [];
+const activeSpikeTerms = new Set<string>();
+const autoSummaryRuns: number[] = [];
+
+let cachedConfig: TrendingConfig | null = null;
+let lastBaselineRefreshMs = 0;
+
+function toTermKey(term: string): string {
+  return term.trim().toLowerCase();
+}
+
+function asDisplayTerm(term: string): string {
+  if (/^(cve-\d{4}-\d{4,}|apt\d+|fin\d+)$/i.test(term)) {
+    return term.toUpperCase();
+  }
+  return term.toLowerCase();
+}
+
+function isStorageAvailable(): boolean {
+  return typeof window !== 'undefined' && typeof window.localStorage !== 'undefined';
+}
+
+function uniqueBlockedTerms(terms: string[]): string[] {
+  return Array.from(
+    new Set(
+      terms
+        .map(term => toTermKey(term))
+        .filter(term => term.length > 0)
+    )
+  );
+}
+
+function sanitizeConfig(config: Partial<TrendingConfig> | null | undefined): TrendingConfig {
+  return {
+    blockedTerms: uniqueBlockedTerms(config?.blockedTerms ?? DEFAULT_CONFIG.blockedTerms),
+    minSpikeCount: Math.max(1, Math.round(config?.minSpikeCount ?? DEFAULT_CONFIG.minSpikeCount)),
+    spikeMultiplier: Math.max(1, Number(config?.spikeMultiplier ?? DEFAULT_CONFIG.spikeMultiplier)),
+    autoSummarize: config?.autoSummarize ?? DEFAULT_CONFIG.autoSummarize,
+  };
+}
+
+function readConfig(): TrendingConfig {
+  if (cachedConfig) return cachedConfig;
+  if (!isStorageAvailable()) {
+    cachedConfig = { ...DEFAULT_CONFIG };
+    return cachedConfig;
+  }
+
+  try {
+    const raw = localStorage.getItem(CONFIG_KEY);
+    if (!raw) {
+      cachedConfig = { ...DEFAULT_CONFIG };
+      return cachedConfig;
+    }
+    cachedConfig = sanitizeConfig(JSON.parse(raw) as Partial<TrendingConfig>);
+  } catch {
+    cachedConfig = { ...DEFAULT_CONFIG };
+  }
+  return cachedConfig;
+}
+
+function persistConfig(config: TrendingConfig): void {
+  cachedConfig = config;
+  if (!isStorageAvailable()) return;
+  try {
+    localStorage.setItem(CONFIG_KEY, JSON.stringify(config));
+  } catch {}
+}
+
+function getBlockedTermSet(config: TrendingConfig): Set<string> {
+  return new Set([
+    ...Array.from(SUPPRESSED_TRENDING_TERMS).map(term => toTermKey(term)),
+    ...config.blockedTerms.map(term => toTermKey(term)),
+  ]);
+}
+
+export function extractEntities(text: string): string[] {
+  const entities: string[] = [];
+  const lower = text.toLowerCase();
+
+  for (const match of text.matchAll(CVE_PATTERN)) {
+    entities.push(match[0].toUpperCase());
+  }
+  for (const match of text.matchAll(APT_PATTERN)) {
+    entities.push(match[0].toUpperCase());
+  }
+  for (const match of text.matchAll(FIN_PATTERN)) {
+    entities.push(match[0].toUpperCase());
+  }
+  for (const { name, pattern } of LEADER_PATTERNS) {
+    if (pattern.test(lower)) {
+      entities.push(name);
+    }
+  }
+
+  return entities;
+}
+
+function normalizeEntityType(type: string): string {
+  return type.replace(/^[BI]-/, '').trim().toUpperCase();
+}
+
+function normalizeMLEntityText(text: string): string {
+  return text
+    .replace(/^##/, '')
+    .replace(/\s+/g, ' ')
+    .replace(/^[^A-Za-z0-9]+|[^A-Za-z0-9]+$/g, '')
+    .trim();
+}
+
+function collectMLEntities(rawEntities: MLEntity[] | undefined): string[] {
+  if (!rawEntities || rawEntities.length === 0) return [];
+
+  const entities: string[] = [];
+  for (const entity of rawEntities) {
+    const type = normalizeEntityType(entity.type);
+    if (!ML_ENTITY_TYPES.has(type)) continue;
+    if (!Number.isFinite(entity.confidence) || entity.confidence < ML_ENTITY_MIN_CONFIDENCE) continue;
+
+    const normalized = normalizeMLEntityText(entity.text);
+    if (normalized.length < 2 || /^\d+$/.test(normalized)) continue;
+    entities.push(normalized);
+  }
+  return entities;
+}
+
+function dedupeEntityTerms(entities: string[]): string[] {
+  const deduped = new Map<string, string>();
+  for (const entity of entities) {
+    const key = toTermKey(entity);
+    if (!key || deduped.has(key)) continue;
+    deduped.set(key, entity);
+  }
+  return Array.from(deduped.values());
+}
+
+async function extractMLEntitiesForTexts(texts: string[]): Promise<string[][]> {
+  if (!mlWorker.isAvailable || texts.length === 0) {
+    return texts.map(() => []);
+  }
+
+  const entitiesByText: string[][] = [];
+  for (let i = 0; i < texts.length; i += ML_ENTITY_BATCH_SIZE) {
+    const batch = texts.slice(i, i + ML_ENTITY_BATCH_SIZE);
+    const batchResults = await mlWorker.extractEntities(batch);
+    for (const entities of batchResults) {
+      entitiesByText.push(collectMLEntities(entities));
+    }
+  }
+  return entitiesByText;
+}
+
+export async function extractEntitiesWithML(text: string): Promise<string[]> {
+  const regexEntities = extractEntities(text);
+  if (!mlWorker.isAvailable) return dedupeEntityTerms(regexEntities);
+
+  try {
+    const mlEntitiesByText = await extractMLEntitiesForTexts([text]);
+    return dedupeEntityTerms([
+      ...regexEntities,
+      ...(mlEntitiesByText[0] ?? []),
+    ]);
+  } catch (error) {
+    console.debug('[TrendingKeywords] ML entity extraction failed, using regex entities only:', error);
+    return dedupeEntityTerms(regexEntities);
+  }
+}
+
+function headlineKey(headline: TrendingHeadlineInput): string {
+  const publishedAt = Number.isFinite(headline.pubDate.getTime()) ? headline.pubDate.getTime() : 0;
+  return [
+    headline.source.trim().toLowerCase(),
+    (headline.link ?? '').trim().toLowerCase(),
+    headline.title.trim().toLowerCase(),
+    publishedAt,
+  ].join('|');
+}
+
+function pruneOldState(now: number): void {
+  for (const [key, seenAt] of seenHeadlines) {
+    if (now - seenAt > BASELINE_WINDOW_MS) {
+      seenHeadlines.delete(key);
+    }
+  }
+
+  for (const [term, record] of termFrequency) {
+    record.timestamps = record.timestamps.filter(ts => now - ts <= BASELINE_WINDOW_MS);
+    record.headlines = record.headlines.filter(h => now - h.ingestedAt <= ROLLING_WINDOW_MS);
+    if (record.timestamps.length === 0) {
+      termFrequency.delete(term);
+    }
+  }
+
+  while (autoSummaryRuns.length > 0 && now - autoSummaryRuns[0]! > HOUR_MS) {
+    autoSummaryRuns.shift();
+  }
+
+  if (termFrequency.size <= MAX_TRACKED_TERMS) return;
+
+  const ordered = Array.from(termFrequency.entries())
+    .map(([term, record]) => ({ term, latest: record.timestamps[record.timestamps.length - 1] ?? 0 }))
+    .sort((a, b) => a.latest - b.latest);
+
+  for (const { term } of ordered) {
+    if (termFrequency.size <= MAX_TRACKED_TERMS) break;
+    termFrequency.delete(term);
+  }
+}
+
+function maybeRefreshBaselines(now: number): void {
+  if (now - lastBaselineRefreshMs < BASELINE_REFRESH_MS) return;
+  for (const record of termFrequency.values()) {
+    const weekCount = record.timestamps.filter(ts => now - ts <= BASELINE_WINDOW_MS).length;
+    record.baseline7d = weekCount / 7;
+  }
+  lastBaselineRefreshMs = now;
+}
+
+function dedupeHeadlines(headlines: StoredHeadline[]): StoredHeadline[] {
+  const seen = new Set<string>();
+  const unique: StoredHeadline[] = [];
+  for (const headline of headlines) {
+    const key = `${headline.source}|${headline.title}`.toLowerCase();
+    if (seen.has(key)) continue;
+    seen.add(key);
+    unique.push(headline);
+  }
+  return unique;
+}
+
+function buildBaseTermCandidates(title: string): Map<string, TermCandidate> {
+  const termCandidates = new Map<string, TermCandidate>();
+
+  for (const token of tokenize(title)) {
+    const termKey = toTermKey(token);
+    termCandidates.set(termKey, { display: token, isEntity: false });
+  }
+
+  for (const entity of extractEntities(title)) {
+    const termKey = toTermKey(entity);
+    termCandidates.set(termKey, { display: entity, isEntity: true });
+  }
+
+  return termCandidates;
+}
+
+function recordTermCandidates(
+  termCandidates: Map<string, TermCandidate>,
+  headline: TrendingHeadlineInput,
+  now: number,
+  blockedTerms: Set<string>
+): boolean {
+  let addedAny = false;
+
+  for (const [term, meta] of termCandidates) {
+    if (blockedTerms.has(term)) continue;
+    if (!meta.isEntity && term.length < MIN_TOKEN_LENGTH) continue;
+
+    let record = termFrequency.get(term);
+    if (!record) {
+      record = {
+        timestamps: [],
+        baseline7d: 0,
+        lastSpikeAlertMs: 0,
+        displayTerm: asDisplayTerm(meta.display),
+        headlines: [],
+      };
+      termFrequency.set(term, record);
+    } else if (/^(CVE-\d{4}-\d{4,}|APT\d+|FIN\d+)$/i.test(meta.display)) {
+      record.displayTerm = asDisplayTerm(meta.display);
+    }
+
+    record.timestamps.push(now);
+    record.headlines.push({
+      title: headline.title,
+      source: headline.source,
+      link: headline.link ?? '',
+      publishedAt: Number.isFinite(headline.pubDate.getTime()) ? headline.pubDate.getTime() : now,
+      ingestedAt: now,
+    });
+    addedAny = true;
+  }
+
+  return addedAny;
+}
+
+function checkForSpikes(now: number, config: TrendingConfig, blockedTerms: Set<string>): TrendingSpike[] {
+  const spikes: TrendingSpike[] = [];
+
+  for (const [term, record] of termFrequency) {
+    if (blockedTerms.has(term)) continue;
+
+    const recentCount = record.timestamps.filter(ts => now - ts < ROLLING_WINDOW_MS).length;
+    if (recentCount < config.minSpikeCount) continue;
+
+    const baseline = record.baseline7d;
+    const multiplier = baseline > 0 ? recentCount / baseline : 0;
+    const isSpike = baseline > 0
+      ? recentCount > baseline * config.spikeMultiplier
+      : recentCount >= config.minSpikeCount;
+
+    if (!isSpike) continue;
+    if (now - record.lastSpikeAlertMs < SPIKE_COOLDOWN_MS) continue;
+
+    const recentHeadlines = dedupeHeadlines(
+      record.headlines.filter(headline => now - headline.ingestedAt <= ROLLING_WINDOW_MS)
+    );
+    const uniqueSources = new Set(recentHeadlines.map(headline => headline.source)).size;
+    if (uniqueSources < MIN_SPIKE_SOURCE_COUNT) continue;
+
+    record.lastSpikeAlertMs = now;
+    spikes.push({
+      term: record.displayTerm,
+      count: recentCount,
+      baseline,
+      multiplier,
+      windowMs: ROLLING_WINDOW_MS,
+      uniqueSources,
+      headlines: recentHeadlines,
+    });
+  }
+
+  return spikes.sort((a, b) => b.count - a.count);
+}
+
+function canRunAutoSummary(now: number): boolean {
+  while (autoSummaryRuns.length > 0 && now - autoSummaryRuns[0]! > HOUR_MS) {
+    autoSummaryRuns.shift();
+  }
+  return autoSummaryRuns.length < MAX_AUTO_SUMMARIES_PER_HOUR;
+}
+
+function pushSignal(signal: CorrelationSignal): void {
+  pendingSignals.push(signal);
+  while (pendingSignals.length > 200) {
+    pendingSignals.shift();
+  }
+}
+
+async function isSignificantTerm(term: string, headlines: StoredHeadline[]): Promise<boolean> {
+  const lower = term.toLowerCase();
+
+  if (/^(cve-\d{4}-\d{4,}|apt\d+|fin\d+)$/i.test(term)) return true;
+  for (const { pattern } of LEADER_PATTERNS) {
+    if (pattern.test(term)) return true;
+  }
+
+  if (!mlWorker.isAvailable) return true;
+
+  try {
+    const titles = headlines.slice(0, 6).map(h => h.title);
+    const entitiesPerTitle = await mlWorker.extractEntities(titles);
+
+    for (const entities of entitiesPerTitle) {
+      for (const entity of entities) {
+        if (entity.text.toLowerCase().includes(lower) || lower.includes(entity.text.toLowerCase())) {
+          return true;
+        }
+      }
+    }
+
+    return false;
+  } catch {
+    return true;
+  }
+}
+
+async function handleSpike(spike: TrendingSpike, config: TrendingConfig): Promise<void> {
+  const termKey = toTermKey(spike.term);
+  if (activeSpikeTerms.has(termKey)) return;
+  activeSpikeTerms.add(termKey);
+
+  try {
+    const significant = await isSignificantTerm(spike.term, spike.headlines);
+    if (!significant) {
+      console.log(`[TrendingKeywords] Suppressed non-entity term: "${spike.term}"`);
+      return;
+    }
+
+    const windowHours = Math.round((spike.windowMs / HOUR_MS) * 10) / 10;
+    const headlines = spike.headlines.slice(0, 6).map(h => h.title);
+    const multiplierText = spike.baseline > 0 ? `${spike.multiplier.toFixed(1)}x baseline` : 'cold-start threshold';
+
+    let description = `${spike.term} is appearing across ${spike.uniqueSources} sources (${spike.count} mentions in ${windowHours}h).`;
+
+    const now = Date.now();
+    if (config.autoSummarize && headlines.length >= 2 && canRunAutoSummary(now)) {
+      autoSummaryRuns.push(now);
+      const summary = await generateSummary(
+        headlines,
+        undefined,
+        `Breaking: "${spike.term}" mentioned ${spike.count}x in ${windowHours}h (${multiplierText})`
+      );
+      if (summary?.summary) {
+        description = summary.summary;
+      }
+    }
+
+    const priorityBoost = spike.multiplier >= 5 ? 0.9 : spike.multiplier >= 3 ? 0.75 : 0.6;
+    const confidence = spike.baseline > 0
+      ? Math.min(0.95, priorityBoost)
+      : Math.min(0.8, 0.45 + spike.count / 20);
+
+    pushSignal({
+      id: generateSignalId(),
+      type: 'keyword_spike',
+      title: `"${spike.term}" Trending - ${spike.count} mentions in ${windowHours}h`,
+      description,
+      confidence,
+      timestamp: new Date(),
+      data: {
+        term: spike.term,
+        newsVelocity: spike.count,
+        relatedTopics: [spike.term],
+        baseline: spike.baseline,
+        multiplier: spike.baseline > 0 ? spike.multiplier : undefined,
+        sourceCount: spike.uniqueSources,
+        explanation: `${spike.term}: ${spike.count} mentions across ${spike.uniqueSources} sources (${multiplierText})`,
+      },
+    });
+  } catch (error) {
+    console.warn('[TrendingKeywords] Failed to handle spike:', error);
+  } finally {
+    activeSpikeTerms.delete(termKey);
+  }
+}
+
+async function enrichWithMLEntities(headlines: PendingMLEnrichmentHeadline[], ingestedAt: number): Promise<void> {
+  if (headlines.length === 0 || !mlWorker.isAvailable) return;
+
+  try {
+    const texts = headlines.map(entry => entry.headline.title);
+    const mlEntitiesByText = await extractMLEntitiesForTexts(texts);
+    const config = readConfig();
+    const blockedTerms = getBlockedTermSet(config);
+
+    let addedAny = false;
+    for (let i = 0; i < headlines.length; i += 1) {
+      const pending = headlines[i]!;
+      const mlEntities = mlEntitiesByText[i] ?? [];
+      if (mlEntities.length === 0) continue;
+
+      const termCandidates = new Map<string, TermCandidate>();
+      for (const entity of mlEntities) {
+        const termKey = toTermKey(entity);
+        if (!termKey || pending.baseTermKeys.has(termKey)) continue;
+        termCandidates.set(termKey, { display: entity, isEntity: true });
+      }
+
+      if (termCandidates.size === 0) continue;
+      addedAny = recordTermCandidates(termCandidates, pending.headline, ingestedAt, blockedTerms) || addedAny;
+    }
+
+    if (!addedAny) return;
+
+    const now = Date.now();
+    pruneOldState(now);
+    maybeRefreshBaselines(now);
+
+    const spikes = checkForSpikes(now, config, blockedTerms);
+    for (const spike of spikes) {
+      void handleSpike(spike, config).catch(() => {});
+    }
+  } catch (error) {
+    console.debug('[TrendingKeywords] ML entity enrichment skipped:', error);
+  }
+}
+
+export function ingestHeadlines(headlines: TrendingHeadlineInput[]): void {
+  if (headlines.length === 0) return;
+
+  const now = Date.now();
+  const config = readConfig();
+  const blockedTerms = getBlockedTermSet(config);
+  const pendingMLEnrichment: PendingMLEnrichmentHeadline[] = [];
+
+  for (const headline of headlines) {
+    if (!headline.title?.trim()) continue;
+
+    const key = headlineKey(headline);
+    const previouslySeen = seenHeadlines.get(key);
+    if (previouslySeen && now - previouslySeen <= BASELINE_WINDOW_MS) {
+      continue;
+    }
+    seenHeadlines.set(key, now);
+
+    const termCandidates = buildBaseTermCandidates(headline.title);
+    recordTermCandidates(termCandidates, headline, now, blockedTerms);
+    pendingMLEnrichment.push({
+      headline,
+      baseTermKeys: new Set(termCandidates.keys()),
+    });
+  }
+
+  pruneOldState(now);
+  maybeRefreshBaselines(now);
+
+  const spikes = checkForSpikes(now, config, blockedTerms);
+  for (const spike of spikes) {
+    void handleSpike(spike, config).catch(() => {});
+  }
+
+  void enrichWithMLEntities(pendingMLEnrichment, now);
+}
+
+export function drainTrendingSignals(): CorrelationSignal[] {
+  if (pendingSignals.length === 0) return [];
+  return pendingSignals.splice(0, pendingSignals.length);
+}
+
+export function getTrendingConfig(): TrendingConfig {
+  return { ...readConfig() };
+}
+
+export function updateTrendingConfig(update: Partial<TrendingConfig>): TrendingConfig {
+  const next = sanitizeConfig({
+    ...readConfig(),
+    ...update,
+    blockedTerms: update.blockedTerms ?? readConfig().blockedTerms,
+  });
+  persistConfig(next);
+  return { ...next };
+}
+
+export function suppressTrendingTerm(term: string): TrendingConfig {
+  const config = readConfig();
+  const blocked = new Set(config.blockedTerms);
+  blocked.add(toTermKey(term));
+  return updateTrendingConfig({ blockedTerms: Array.from(blocked) });
+}
+
+export function unsuppressTrendingTerm(term: string): TrendingConfig {
+  const config = readConfig();
+  const normalized = toTermKey(term);
+  return updateTrendingConfig({
+    blockedTerms: config.blockedTerms.filter(entry => toTermKey(entry) !== normalized),
+  });
+}
+
+export function getTrackedTermCount(): number {
+  return termFrequency.size;
+}
diff --git a/src/services/ucdp-events.ts b/src/services/ucdp-events.ts
new file mode 100644
index 000000000..d7a241d1c
--- /dev/null
+++ b/src/services/ucdp-events.ts
@@ -0,0 +1,105 @@
+import { createCircuitBreaker } from '@/utils';
+import type { UcdpGeoEvent } from '@/types';
+
+interface UcdpEventsResponse {
+  success: boolean;
+  count: number;
+  data: UcdpGeoEvent[];
+  cached_at: string;
+}
+
+const wsRelayUrl = import.meta.env.VITE_WS_RELAY_URL || '';
+const RAILWAY_URL = wsRelayUrl
+  ? wsRelayUrl.replace('wss://', 'https://').replace('ws://', 'http://').replace(/\/$/, '') + '/ucdp-events'
+  : '';
+const VERCEL_URL = '/api/ucdp-events';
+
+const breaker = createCircuitBreaker<UcdpEventsResponse>({ name: 'UCDP Events' });
+
+async function fetchFromUrl(url: string): Promise<UcdpEventsResponse> {
+  const response = await fetch(url, { headers: { Accept: 'application/json' } });
+  if (!response.ok) throw new Error(`HTTP ${response.status}`);
+  return response.json();
+}
+
+export async function fetchUcdpEvents(): Promise<UcdpEventsResponse> {
+  return breaker.execute(async () => {
+    if (RAILWAY_URL) {
+      try {
+        return await fetchFromUrl(RAILWAY_URL);
+      } catch {
+        // Railway unavailable or route not deployed yet — fall back to Vercel
+      }
+    }
+    return fetchFromUrl(VERCEL_URL);
+  }, { success: false, count: 0, data: [], cached_at: '' });
+}
+
+function haversineKm(lat1: number, lon1: number, lat2: number, lon2: number): number {
+  const R = 6371;
+  const dLat = ((lat2 - lat1) * Math.PI) / 180;
+  const dLon = ((lon2 - lon1) * Math.PI) / 180;
+  const a = Math.sin(dLat / 2) ** 2 +
+    Math.cos((lat1 * Math.PI) / 180) * Math.cos((lat2 * Math.PI) / 180) *
+    Math.sin(dLon / 2) ** 2;
+  return R * 2 * Math.atan2(Math.sqrt(a), Math.sqrt(1 - a));
+}
+
+interface AcledEvent {
+  latitude: string | number;
+  longitude: string | number;
+  event_date: string;
+  fatalities: string | number;
+}
+
+export function deduplicateAgainstAcled(
+  ucdpEvents: UcdpGeoEvent[],
+  acledEvents: AcledEvent[],
+): UcdpGeoEvent[] {
+  if (!acledEvents.length) return ucdpEvents;
+
+  return ucdpEvents.filter(ucdp => {
+    const uLat = ucdp.latitude;
+    const uLon = ucdp.longitude;
+    const uDate = new Date(ucdp.date_start).getTime();
+    const uDeaths = ucdp.deaths_best;
+
+    for (const acled of acledEvents) {
+      const aLat = Number(acled.latitude);
+      const aLon = Number(acled.longitude);
+      const aDate = new Date(acled.event_date).getTime();
+      const aDeaths = Number(acled.fatalities) || 0;
+
+      const dayDiff = Math.abs(uDate - aDate) / (1000 * 60 * 60 * 24);
+      if (dayDiff > 7) continue;
+
+      const dist = haversineKm(uLat, uLon, aLat, aLon);
+      if (dist > 50) continue;
+
+      if (uDeaths === 0 && aDeaths === 0) return false;
+      if (uDeaths > 0 && aDeaths > 0) {
+        const ratio = uDeaths / aDeaths;
+        if (ratio >= 0.5 && ratio <= 2.0) return false;
+      }
+    }
+    return true;
+  });
+}
+
+export function groupByCountry(events: UcdpGeoEvent[]): Map<string, UcdpGeoEvent[]> {
+  const map = new Map<string, UcdpGeoEvent[]>();
+  for (const e of events) {
+    const country = e.country || 'Unknown';
+    if (!map.has(country)) map.set(country, []);
+    map.get(country)!.push(e);
+  }
+  return map;
+}
+
+export function groupByType(events: UcdpGeoEvent[]): Record<string, UcdpGeoEvent[]> {
+  return {
+    'state-based': events.filter(e => e.type_of_violence === 'state-based'),
+    'non-state': events.filter(e => e.type_of_violence === 'non-state'),
+    'one-sided': events.filter(e => e.type_of_violence === 'one-sided'),
+  };
+}
diff --git a/src/services/ucdp.ts b/src/services/ucdp.ts
new file mode 100644
index 000000000..0ef6d1218
--- /dev/null
+++ b/src/services/ucdp.ts
@@ -0,0 +1,97 @@
+import { createCircuitBreaker } from '@/utils';
+
+export type ConflictIntensity = 'none' | 'minor' | 'war';
+
+export interface UcdpConflictStatus {
+  location: string;
+  intensity: ConflictIntensity;
+  conflictId?: number;
+  conflictName?: string;
+  year: number;
+  typeOfConflict?: number;
+  sideA?: string;
+  sideB?: string;
+}
+
+interface UcdpApiConflict {
+  conflictId: number;
+  conflictName: string;
+  location: string;
+  year: number;
+  intensityLevel: number;
+  typeOfConflict: number;
+  sideA: string;
+  sideB: string;
+}
+
+// Map UCDP location names to ISO2 country codes
+const UCDP_COUNTRY_MAP: Record<string, string> = {
+  'Ukraine': 'UA', 'Russia (Soviet Union)': 'RU', 'Russia': 'RU',
+  'Syria': 'SY', 'Yemen (North Yemen)': 'YE', 'Yemen': 'YE',
+  'Myanmar (Burma)': 'MM', 'Myanmar': 'MM',
+  'Israel': 'IL', 'Iran': 'IR',
+  'Turkey (Ottoman Empire)': 'TR', 'Turkey': 'TR',
+  'Pakistan': 'PK', 'India': 'IN',
+  'China': 'CN', 'Saudi Arabia': 'SA',
+  'United States of America': 'US', 'United States': 'US',
+  'United Kingdom': 'GB', 'France': 'FR',
+  'Germany': 'DE', 'Poland': 'PL',
+  'Venezuela': 'VE', 'North Korea': 'KP',
+  'Korea, North': 'KP', 'Taiwan': 'TW',
+};
+
+function mapIntensity(level: number): ConflictIntensity {
+  if (level >= 2) return 'war';
+  if (level >= 1) return 'minor';
+  return 'none';
+}
+
+function resolveCountryCode(location: string): string | null {
+  if (UCDP_COUNTRY_MAP[location]) return UCDP_COUNTRY_MAP[location];
+  const lower = location.toLowerCase();
+  for (const [name, code] of Object.entries(UCDP_COUNTRY_MAP)) {
+    if (lower.includes(name.toLowerCase())) return code;
+  }
+  return null;
+}
+
+const ucdpBreaker = createCircuitBreaker<Map<string, UcdpConflictStatus>>({ name: 'UCDP Classifications' });
+
+export async function fetchUcdpClassifications(): Promise<Map<string, UcdpConflictStatus>> {
+  return ucdpBreaker.execute(async () => {
+    const response = await fetch('/api/ucdp', {
+      headers: { Accept: 'application/json' },
+    });
+
+    if (!response.ok) throw new Error(`HTTP ${response.status}`);
+
+    const result = await response.json();
+    const conflicts: UcdpApiConflict[] = result.conflicts || [];
+
+    const byCountry = new Map<string, UcdpConflictStatus>();
+
+    for (const c of conflicts) {
+      const code = resolveCountryCode(c.location);
+      if (!code) continue;
+
+      const existing = byCountry.get(code);
+      // Keep highest intensity / most recent
+      if (!existing || c.year > existing.year ||
+          (c.year === existing.year && c.intensityLevel > (existing.intensity === 'war' ? 2 : existing.intensity === 'minor' ? 1 : 0))) {
+        byCountry.set(code, {
+          location: c.location,
+          intensity: mapIntensity(c.intensityLevel),
+          conflictId: c.conflictId,
+          conflictName: c.sideB || c.conflictName,
+          year: c.year,
+          typeOfConflict: c.typeOfConflict,
+          sideA: c.sideA,
+          sideB: c.sideB,
+        });
+      }
+    }
+
+    console.log(`[UCDP] ${byCountry.size} country classifications loaded`);
+    return byCountry;
+  }, new Map());
+}
diff --git a/src/services/unhcr.ts b/src/services/unhcr.ts
new file mode 100644
index 000000000..a229f7329
--- /dev/null
+++ b/src/services/unhcr.ts
@@ -0,0 +1,73 @@
+import { createCircuitBreaker } from '@/utils';
+import type { UnhcrSummary, CountryDisplacement } from '@/types';
+
+interface UnhcrApiResponse extends UnhcrSummary {
+  success: boolean;
+  cached_at?: string;
+}
+
+export interface UnhcrFetchResult {
+  ok: boolean;
+  data: UnhcrSummary;
+  cachedAt?: string;
+}
+
+const breaker = createCircuitBreaker<UnhcrApiResponse>({ name: 'UNHCR Displacement' });
+
+const emptyResult: UnhcrSummary = {
+  year: new Date().getFullYear(),
+  globalTotals: { refugees: 0, asylumSeekers: 0, idps: 0, stateless: 0, total: 0 },
+  countries: [],
+  topFlows: [],
+};
+
+export async function fetchUnhcrPopulation(): Promise<UnhcrFetchResult> {
+  const result = await breaker.execute(async () => {
+    const response = await fetch('/api/unhcr-population', {
+      headers: { Accept: 'application/json' },
+    });
+    if (!response.ok) throw new Error(`HTTP ${response.status}`);
+    const data = await response.json();
+    if (!data.success) throw new Error('UNHCR API returned failure');
+    return data as UnhcrApiResponse;
+  }, { success: false, ...emptyResult });
+
+  const { success, cached_at, ...summary } = result;
+  return {
+    ok: success === true,
+    data: success === true ? summary : emptyResult,
+    cachedAt: cached_at,
+  };
+}
+
+export function getDisplacementColor(totalDisplaced: number): [number, number, number, number] {
+  if (totalDisplaced >= 1_000_000) return [255, 50, 50, 200];
+  if (totalDisplaced >= 500_000) return [255, 150, 0, 200];
+  if (totalDisplaced >= 100_000) return [255, 220, 0, 180];
+  return [100, 200, 100, 150];
+}
+
+export function getDisplacementBadge(totalDisplaced: number): { label: string; color: string } {
+  if (totalDisplaced >= 1_000_000) return { label: 'CRISIS', color: '#ff3232' };
+  if (totalDisplaced >= 500_000) return { label: 'HIGH', color: '#ff9600' };
+  if (totalDisplaced >= 100_000) return { label: 'ELEVATED', color: '#ffdc00' };
+  return { label: '', color: '' };
+}
+
+export function formatPopulation(n: number): string {
+  if (n >= 1_000_000) return `${(n / 1_000_000).toFixed(1)}M`;
+  if (n >= 1_000) return `${(n / 1_000).toFixed(0)}K`;
+  return String(n);
+}
+
+export function getOriginCountries(data: UnhcrSummary): CountryDisplacement[] {
+  return [...data.countries]
+    .filter(c => c.refugees + c.asylumSeekers > 0)
+    .sort((a, b) => (b.refugees + b.asylumSeekers) - (a.refugees + a.asylumSeekers));
+}
+
+export function getHostCountries(data: UnhcrSummary): CountryDisplacement[] {
+  return [...data.countries]
+    .filter(c => (c.hostTotal || 0) > 0)
+    .sort((a, b) => (b.hostTotal || 0) - (a.hostTotal || 0));
+}
diff --git a/src/services/usa-spending.ts b/src/services/usa-spending.ts
new file mode 100644
index 000000000..059bec770
--- /dev/null
+++ b/src/services/usa-spending.ts
@@ -0,0 +1,176 @@
+/**
+ * USASpending.gov API Service
+ * Tracks federal government contracts and awards
+ * Free API - no key required
+ */
+
+import { dataFreshness } from './data-freshness';
+
+export interface GovernmentAward {
+  id: string;
+  recipientName: string;
+  amount: number;
+  agency: string;
+  description: string;
+  startDate: string;
+  awardType: 'contract' | 'grant' | 'loan' | 'other';
+}
+
+export interface SpendingSummary {
+  awards: GovernmentAward[];
+  totalAmount: number;
+  periodStart: string;
+  periodEnd: string;
+  fetchedAt: Date;
+}
+
+const API_BASE = 'https://api.usaspending.gov/api/v2';
+
+// Award type code mapping
+const AWARD_TYPE_MAP: Record<string, GovernmentAward['awardType']> = {
+  'A': 'contract', 'B': 'contract', 'C': 'contract', 'D': 'contract',
+  '02': 'grant', '03': 'grant', '04': 'grant', '05': 'grant',
+  '06': 'grant', '10': 'grant',
+  '07': 'loan', '08': 'loan',
+};
+
+function getDateDaysAgo(days: number): string {
+  const date = new Date();
+  date.setDate(date.getDate() - days);
+  return date.toISOString().split('T')[0]!;
+}
+
+function getToday(): string {
+  return new Date().toISOString().split('T')[0]!;
+}
+
+// Input validation bounds
+const MAX_DAYS_BACK = 90;
+const MIN_DAYS_BACK = 1;
+const MAX_LIMIT = 50;
+const MIN_LIMIT = 1;
+
+function validateDaysBack(val: number): number {
+  return Math.max(MIN_DAYS_BACK, Math.min(MAX_DAYS_BACK, Math.floor(val)));
+}
+
+function validateLimit(val: number): number {
+  return Math.max(MIN_LIMIT, Math.min(MAX_LIMIT, Math.floor(val)));
+}
+
+/**
+ * Fetch recent government awards/contracts
+ */
+export async function fetchRecentAwards(options: {
+  daysBack?: number;
+  limit?: number;
+  awardTypes?: ('contract' | 'grant' | 'loan')[];
+} = {}): Promise<SpendingSummary> {
+  const daysBack = validateDaysBack(options.daysBack ?? 7);
+  const limit = validateLimit(options.limit ?? 15);
+  const awardTypes = options.awardTypes ?? ['contract'];
+
+  const periodStart = getDateDaysAgo(daysBack);
+  const periodEnd = getToday();
+
+  // Map award types to codes
+  const awardTypeCodes: string[] = [];
+  if (awardTypes.includes('contract')) awardTypeCodes.push('A', 'B', 'C', 'D');
+  if (awardTypes.includes('grant')) awardTypeCodes.push('02', '03', '04', '05', '06', '10');
+  if (awardTypes.includes('loan')) awardTypeCodes.push('07', '08');
+
+  try {
+    const response = await fetch(`${API_BASE}/search/spending_by_award/`, {
+      method: 'POST',
+      headers: { 'Content-Type': 'application/json' },
+      body: JSON.stringify({
+        filters: {
+          time_period: [{ start_date: periodStart, end_date: periodEnd }],
+          award_type_codes: awardTypeCodes,
+        },
+        fields: [
+          'Award ID',
+          'Recipient Name',
+          'Award Amount',
+          'Awarding Agency',
+          'Description',
+          'Start Date',
+          'Award Type',
+        ],
+        limit,
+        order: 'desc',
+        sort: 'Award Amount',
+      }),
+    });
+
+    if (!response.ok) {
+      throw new Error(`USASpending API error: ${response.status}`);
+    }
+
+    const data = await response.json();
+    const results = data.results || [];
+
+    const awards: GovernmentAward[] = results.map((r: Record<string, unknown>) => ({
+      id: String(r['Award ID'] || ''),
+      recipientName: String(r['Recipient Name'] || 'Unknown'),
+      amount: Number(r['Award Amount']) || 0,
+      agency: String(r['Awarding Agency'] || 'Unknown'),
+      description: String(r['Description'] || '').slice(0, 200),
+      startDate: String(r['Start Date'] || ''),
+      awardType: AWARD_TYPE_MAP[String(r['Award Type'] || '')] || 'other',
+    }));
+
+    const totalAmount = awards.reduce((sum, a) => sum + a.amount, 0);
+
+    // Record data freshness
+    if (awards.length > 0) {
+      dataFreshness.recordUpdate('spending', awards.length);
+    }
+
+    return {
+      awards,
+      totalAmount,
+      periodStart,
+      periodEnd,
+      fetchedAt: new Date(),
+    };
+  } catch (error) {
+    console.error('[USASpending] Fetch failed:', error);
+    dataFreshness.recordError('spending', error instanceof Error ? error.message : 'Unknown error');
+    return {
+      awards: [],
+      totalAmount: 0,
+      periodStart,
+      periodEnd,
+      fetchedAt: new Date(),
+    };
+  }
+}
+
+/**
+ * Format currency for display
+ */
+export function formatAwardAmount(amount: number): string {
+  if (amount >= 1_000_000_000) {
+    return `$${(amount / 1_000_000_000).toFixed(1)}B`;
+  }
+  if (amount >= 1_000_000) {
+    return `$${(amount / 1_000_000).toFixed(1)}M`;
+  }
+  if (amount >= 1_000) {
+    return `$${(amount / 1_000).toFixed(0)}K`;
+  }
+  return `$${amount.toFixed(0)}`;
+}
+
+/**
+ * Get award type emoji
+ */
+export function getAwardTypeIcon(type: GovernmentAward['awardType']): string {
+  switch (type) {
+    case 'contract': return '📄';
+    case 'grant': return '🎁';
+    case 'loan': return '💰';
+    default: return '📋';
+  }
+}
diff --git a/src/services/velocity.ts b/src/services/velocity.ts
index bd84b56c4..8a4408588 100644
--- a/src/services/velocity.ts
+++ b/src/services/velocity.ts
@@ -1,4 +1,5 @@
 import type { ClusteredEvent, VelocityMetrics, VelocityLevel, SentimentType } from '@/types';
+import { mlWorker } from './ml-worker';
 
 const HOUR_MS = 60 * 60 * 1000;
 const ELEVATED_THRESHOLD = 3;
@@ -82,3 +83,60 @@ export function enrichWithVelocity(clusters: ClusteredEvent[]): ClusteredEvent[]
     velocity: calculateVelocity(cluster),
   }));
 }
+
+export async function calculateVelocityWithML(cluster: ClusteredEvent): Promise<VelocityMetrics> {
+  const baseMetrics = calculateVelocity(cluster);
+
+  if (!mlWorker.isAvailable) return baseMetrics;
+
+  try {
+    const results = await mlWorker.classifySentiment([cluster.primaryTitle]);
+    const sentiment = results[0];
+    if (!sentiment) return baseMetrics;
+
+    const mlSentiment: SentimentType = sentiment.label === 'positive' ? 'positive' :
+      sentiment.label === 'negative' ? 'negative' : 'neutral';
+    const mlScore = sentiment.label === 'negative' ? -sentiment.score : sentiment.score;
+
+    return {
+      ...baseMetrics,
+      sentiment: mlSentiment,
+      sentimentScore: mlScore,
+    };
+  } catch {
+    return baseMetrics;
+  }
+}
+
+export async function enrichWithVelocityML(clusters: ClusteredEvent[]): Promise<ClusteredEvent[]> {
+  if (!mlWorker.isAvailable) {
+    return enrichWithVelocity(clusters);
+  }
+
+  try {
+    const titles = clusters.map(c => c.primaryTitle);
+    const sentiments = await mlWorker.classifySentiment(titles);
+
+    return clusters.map((cluster, i) => {
+      const baseMetrics = calculateVelocity(cluster);
+      const sentiment = sentiments[i];
+      if (!sentiment) {
+        return { ...cluster, velocity: baseMetrics };
+      }
+
+      const mlSentiment: SentimentType = sentiment.label === 'positive' ? 'positive' :
+        sentiment.label === 'negative' ? 'negative' : 'neutral';
+
+      return {
+        ...cluster,
+        velocity: {
+          ...baseMetrics,
+          sentiment: mlSentiment,
+          sentimentScore: sentiment.label === 'negative' ? -sentiment.score : sentiment.score,
+        },
+      };
+    });
+  } catch {
+    return enrichWithVelocity(clusters);
+  }
+}
diff --git a/src/services/weather.ts b/src/services/weather.ts
index 836f4601e..e1edf7535 100644
--- a/src/services/weather.ts
+++ b/src/services/weather.ts
@@ -1,3 +1,5 @@
+import { createCircuitBreaker } from '@/utils';
+
 export interface WeatherAlert {
   id: string;
   event: string;
@@ -33,14 +35,15 @@ interface NWSResponse {
 }
 
 const NWS_API = 'https://api.weather.gov/alerts/active';
+const breaker = createCircuitBreaker<WeatherAlert[]>({ name: 'NWS Weather' });
 
 export async function fetchWeatherAlerts(): Promise<WeatherAlert[]> {
-  try {
+  return breaker.execute(async () => {
     const response = await fetch(NWS_API, {
       headers: { 'User-Agent': 'WorldMonitor/1.0' }
     });
 
-    if (!response.ok) return [];
+    if (!response.ok) throw new Error(`HTTP ${response.status}`);
 
     const data: NWSResponse = await response.json();
 
@@ -62,10 +65,11 @@ export async function fetchWeatherAlerts(): Promise<WeatherAlert[]> {
           centroid: calculateCentroid(coords),
         };
       });
-  } catch (error) {
-    console.error('Failed to fetch weather alerts:', error);
-    return [];
-  }
+  }, []);
+}
+
+export function getWeatherStatus(): string {
+  return breaker.getStatus();
 }
 
 function extractCoordinates(geometry?: NWSAlert['geometry']): [number, number][] {
diff --git a/src/services/wingbits.ts b/src/services/wingbits.ts
new file mode 100644
index 000000000..d3c6cc39f
--- /dev/null
+++ b/src/services/wingbits.ts
@@ -0,0 +1,366 @@
+/**
+ * Wingbits Aircraft Enrichment Service
+ * Provides detailed aircraft information (owner, operator, type) for military classification
+ */
+
+import { createCircuitBreaker } from '@/utils';
+import { dataFreshness } from './data-freshness';
+import { isFeatureAvailable } from './runtime-config';
+
+export interface WingbitsAircraftDetails {
+  icao24: string;
+  registration: string | null;
+  manufacturerIcao: string | null;
+  manufacturerName: string | null;
+  model: string | null;
+  typecode: string | null;
+  serialNumber: string | null;
+  icaoAircraftType: string | null;
+  operator: string | null;
+  operatorCallsign: string | null;
+  operatorIcao: string | null;
+  owner: string | null;
+  built: string | null;
+  engines: string | null;
+  categoryDescription: string | null;
+}
+
+export interface EnrichedAircraftInfo {
+  registration: string | null;
+  manufacturer: string | null;
+  model: string | null;
+  typecode: string | null;
+  owner: string | null;
+  operator: string | null;
+  operatorIcao: string | null;
+  builtYear: string | null;
+  isMilitary: boolean;
+  militaryBranch: string | null;
+  confidence: 'confirmed' | 'likely' | 'possible' | 'civilian';
+}
+
+const WINGBITS_PROXY_URL = '/api/wingbits';
+
+// Client-side cache for aircraft details
+const localCache = new Map<string, { data: WingbitsAircraftDetails; timestamp: number }>();
+const LOCAL_CACHE_TTL = 60 * 60 * 1000; // 1 hour client-side
+const MAX_LOCAL_CACHE_ENTRIES = 2000;
+const CACHE_SWEEP_INTERVAL_MS = 5 * 60 * 1000;
+let lastCacheSweep = 0;
+
+function sweepLocalCache(now = Date.now()): void {
+  if (now - lastCacheSweep < CACHE_SWEEP_INTERVAL_MS && localCache.size <= MAX_LOCAL_CACHE_ENTRIES) {
+    return;
+  }
+
+  lastCacheSweep = now;
+
+  for (const [key, value] of localCache.entries()) {
+    if (now - value.timestamp >= LOCAL_CACHE_TTL) {
+      localCache.delete(key);
+    }
+  }
+
+  if (localCache.size <= MAX_LOCAL_CACHE_ENTRIES) return;
+
+  const oldestFirst = Array.from(localCache.entries())
+    .sort((a, b) => a[1].timestamp - b[1].timestamp);
+  const toDelete = oldestFirst.slice(0, localCache.size - MAX_LOCAL_CACHE_ENTRIES);
+  for (const [key] of toDelete) {
+    localCache.delete(key);
+  }
+}
+
+function getFromLocalCache(key: string): WingbitsAircraftDetails | null {
+  const now = Date.now();
+  sweepLocalCache(now);
+  const cached = localCache.get(key);
+  if (!cached) return null;
+  if (now - cached.timestamp >= LOCAL_CACHE_TTL) {
+    localCache.delete(key);
+    return null;
+  }
+  return cached.data;
+}
+
+function setLocalCache(key: string, data: WingbitsAircraftDetails): void {
+  sweepLocalCache();
+  localCache.set(key, { data, timestamp: Date.now() });
+  if (localCache.size > MAX_LOCAL_CACHE_ENTRIES) {
+    sweepLocalCache();
+  }
+}
+
+// Track if Wingbits is configured
+let wingbitsConfigured: boolean | null = null;
+
+// Circuit breaker for API calls
+const breaker = createCircuitBreaker<WingbitsAircraftDetails | null>({
+  name: 'Wingbits Enrichment',
+  maxFailures: 5,
+  cooldownMs: 5 * 60 * 1000,
+});
+
+// Military keywords for classification
+const MILITARY_OPERATORS = [
+  'air force', 'navy', 'army', 'marine', 'military', 'defense', 'defence',
+  'usaf', 'raf', 'luftwaffe', 'aeronautica', 'fuerza aerea',
+  'coast guard', 'national guard', 'air national guard',
+  'nato', 'norad',
+];
+
+const MILITARY_OWNERS = [
+  'united states air force', 'united states navy', 'united states army',
+  'us air force', 'us navy', 'us army', 'us marine corps',
+  'department of defense', 'department of the air force', 'department of the navy',
+  'ministry of defence', 'ministry of defense',
+  'royal air force', 'royal navy',
+  'bundeswehr', 'german air force', 'german navy',
+  'french air force', 'armee de lair',
+  'israel defense forces', 'israeli air force',
+  'nato', 'northrop grumman', 'lockheed martin', 'general atomics', 'raytheon',
+  'boeing defense', 'bae systems',
+];
+
+const MILITARY_AIRCRAFT_TYPES = [
+  'C17', 'C5', 'C130', 'C135', 'KC135', 'KC10', 'KC46', 'E3', 'E8', 'E6',
+  'B52', 'B1', 'B2', 'F15', 'F16', 'F18', 'F22', 'F35', 'A10',
+  'P8', 'P3', 'EP3', 'RC135', 'U2', 'RQ4', 'MQ9', 'MQ1',
+  'V22', 'CH47', 'UH60', 'AH64', 'HH60',
+  'EUFI', 'TYPHOON', 'RAFALE', 'TORNADO', 'GRIPEN',
+];
+
+/**
+ * Check if Wingbits API is configured
+ */
+export async function checkWingbitsStatus(): Promise<boolean> {
+  if (!isFeatureAvailable('wingbitsEnrichment')) return false;
+  if (wingbitsConfigured !== null) return wingbitsConfigured;
+
+  try {
+    const response = await fetch(`${WINGBITS_PROXY_URL}/health`);
+    const data = await response.json();
+    wingbitsConfigured = data.configured === true;
+    dataFreshness.setEnabled('wingbits', wingbitsConfigured);
+    console.log(`[Wingbits] Status: ${wingbitsConfigured ? 'configured' : 'not configured'}`);
+    return wingbitsConfigured;
+  } catch {
+    wingbitsConfigured = false;
+    dataFreshness.setEnabled('wingbits', false);
+    return false;
+  }
+}
+
+/**
+ * Fetch aircraft details from Wingbits
+ */
+export async function getAircraftDetails(icao24: string): Promise<WingbitsAircraftDetails | null> {
+  if (!isFeatureAvailable('wingbitsEnrichment')) return null;
+  const key = icao24.toLowerCase();
+
+  // Check local cache first
+  const cached = getFromLocalCache(key);
+  if (cached) return cached;
+
+  return breaker.execute(async () => {
+    // Check if configured
+    if (wingbitsConfigured === false) return null;
+
+    const response = await fetch(`${WINGBITS_PROXY_URL}/details/${key}`);
+
+    if (!response.ok) {
+      if (response.status === 404) {
+        // Cache negative result
+        setLocalCache(key, { icao24: key } as WingbitsAircraftDetails);
+        return null;
+      }
+      throw new Error(`HTTP ${response.status}`);
+    }
+
+    const data = await response.json();
+
+    if (data.configured === false) {
+      wingbitsConfigured = false;
+      throw new Error('Wingbits not configured');
+    }
+
+    // Cache the result
+    setLocalCache(key, data);
+    return data;
+  }, null);
+}
+
+/**
+ * Batch fetch aircraft details
+ */
+export async function getAircraftDetailsBatch(icao24List: string[]): Promise<Map<string, WingbitsAircraftDetails>> {
+  if (!isFeatureAvailable('wingbitsEnrichment')) return new Map();
+  const results = new Map<string, WingbitsAircraftDetails>();
+  const toFetch: string[] = [];
+
+  // Check local cache first
+  for (const icao24 of icao24List) {
+    const key = icao24.toLowerCase();
+    const cached = getFromLocalCache(key);
+    if (cached) {
+      if (cached.registration) { // Only include valid results
+        results.set(key, cached);
+      }
+    } else {
+      toFetch.push(key);
+    }
+  }
+
+  if (toFetch.length === 0 || wingbitsConfigured === false) {
+    return results;
+  }
+
+  try {
+    const response = await fetch(`${WINGBITS_PROXY_URL}/details/batch`, {
+      method: 'POST',
+      headers: { 'Content-Type': 'application/json' },
+      body: JSON.stringify({ icao24s: toFetch }),
+    });
+
+    if (!response.ok) return results;
+
+    const data = await response.json();
+
+    if (data.configured === false) {
+      wingbitsConfigured = false;
+      return results;
+    }
+
+    // Process results
+    if (data.results) {
+      for (const [icao24, details] of Object.entries(data.results)) {
+        const typedDetails = details as WingbitsAircraftDetails;
+        setLocalCache(icao24, typedDetails);
+        if (typedDetails.registration) {
+          results.set(icao24, typedDetails);
+        }
+      }
+    }
+
+    console.log(`[Wingbits] Batch: ${results.size} enriched, ${data.cached || 0} cached, ${data.fetched || 0} fetched`);
+    if (results.size > 0) {
+      dataFreshness.recordUpdate('wingbits', results.size);
+    }
+  } catch (error) {
+    console.warn('[Wingbits] Batch fetch failed:', error);
+    dataFreshness.recordError('wingbits', error instanceof Error ? error.message : 'Unknown error');
+  }
+
+  return results;
+}
+
+/**
+ * Analyze aircraft details to determine if military
+ */
+export function analyzeAircraftDetails(details: WingbitsAircraftDetails): EnrichedAircraftInfo {
+  const result: EnrichedAircraftInfo = {
+    registration: details.registration,
+    manufacturer: details.manufacturerName,
+    model: details.model,
+    typecode: details.typecode,
+    owner: details.owner,
+    operator: details.operator,
+    operatorIcao: details.operatorIcao,
+    builtYear: details.built?.substring(0, 4) || null,
+    isMilitary: false,
+    militaryBranch: null,
+    confidence: 'civilian',
+  };
+
+  const ownerLower = (details.owner || '').toLowerCase();
+  const operatorLower = (details.operator || '').toLowerCase();
+  const typecode = (details.typecode || '').toUpperCase();
+  const operatorIcao = (details.operatorIcao || '').toUpperCase();
+
+  // Check for military operators
+  for (const keyword of MILITARY_OPERATORS) {
+    if (operatorLower.includes(keyword)) {
+      result.isMilitary = true;
+      result.militaryBranch = extractMilitaryBranch(operatorLower);
+      result.confidence = 'confirmed';
+      return result;
+    }
+  }
+
+  // Check for military owners
+  for (const keyword of MILITARY_OWNERS) {
+    if (ownerLower.includes(keyword)) {
+      result.isMilitary = true;
+      result.militaryBranch = extractMilitaryBranch(ownerLower);
+      result.confidence = 'confirmed';
+      return result;
+    }
+  }
+
+  // Check operator ICAO codes
+  const militaryOperatorIcaos = ['AIO', 'RRR', 'RFR', 'GAF', 'RCH', 'CNV', 'DOD'];
+  if (militaryOperatorIcaos.includes(operatorIcao)) {
+    result.isMilitary = true;
+    result.confidence = 'likely';
+    return result;
+  }
+
+  // Check aircraft type codes
+  for (const milType of MILITARY_AIRCRAFT_TYPES) {
+    if (typecode.includes(milType)) {
+      result.isMilitary = true;
+      result.confidence = 'likely';
+      return result;
+    }
+  }
+
+  // Defense contractors often operate military aircraft
+  const defenseContractors = ['northrop', 'lockheed', 'general atomics', 'raytheon', 'boeing defense', 'l3harris'];
+  for (const contractor of defenseContractors) {
+    if (ownerLower.includes(contractor) || operatorLower.includes(contractor)) {
+      result.isMilitary = true;
+      result.confidence = 'possible';
+      return result;
+    }
+  }
+
+  return result;
+}
+
+function extractMilitaryBranch(text: string): string | null {
+  if (text.includes('air force') || text.includes('usaf') || text.includes('raf')) return 'Air Force';
+  if (text.includes('navy') || text.includes('naval')) return 'Navy';
+  if (text.includes('army')) return 'Army';
+  if (text.includes('marine')) return 'Marines';
+  if (text.includes('coast guard')) return 'Coast Guard';
+  if (text.includes('national guard')) return 'National Guard';
+  if (text.includes('nato')) return 'NATO';
+  return null;
+}
+
+/**
+ * Enrich a single aircraft and determine military status
+ */
+export async function enrichAircraft(icao24: string): Promise<EnrichedAircraftInfo | null> {
+  const details = await getAircraftDetails(icao24);
+  if (!details || !details.registration) return null;
+  return analyzeAircraftDetails(details);
+}
+
+/**
+ * Get Wingbits service status
+ */
+export function getWingbitsStatus(): { configured: boolean | null; cacheSize: number } {
+  return {
+    configured: wingbitsConfigured,
+    cacheSize: localCache.size,
+  };
+}
+
+/**
+ * Clear local cache (useful for testing)
+ */
+export function clearWingbitsCache(): void {
+  localCache.clear();
+  lastCacheSweep = 0;
+}
diff --git a/src/services/worldbank.ts b/src/services/worldbank.ts
new file mode 100644
index 000000000..59736218b
--- /dev/null
+++ b/src/services/worldbank.ts
@@ -0,0 +1,227 @@
+export interface WorldBankIndicator {
+  code: string;
+  name: string;
+}
+
+export interface CountryDataPoint {
+  year: string;
+  value: number;
+}
+
+export interface CountryData {
+  code: string;
+  name: string;
+  values: CountryDataPoint[];
+}
+
+export interface LatestValue {
+  code: string;
+  name: string;
+  year: string;
+  value: number;
+}
+
+export interface WorldBankResponse {
+  indicator: string;
+  indicatorName: string;
+  metadata: {
+    page: number;
+    pages: number;
+    total: number;
+  };
+  byCountry: Record<string, CountryData>;
+  latestByCountry: Record<string, LatestValue>;
+  timeSeries: Array<{
+    countryCode: string;
+    countryName: string;
+    year: string;
+    value: number;
+  }>;
+}
+
+export interface IndicatorsResponse {
+  indicators: Record<string, string>;
+  defaultCountries: string[];
+}
+
+const API_BASE = '/api/worldbank';
+
+// Railway relay URL for World Bank proxy (World Bank blocks Vercel IPs)
+const wsRelayUrl = import.meta.env.VITE_WS_RELAY_URL || '';
+const RAILWAY_WB_URL = wsRelayUrl
+  ? wsRelayUrl.replace('wss://', 'https://').replace('ws://', 'http://').replace(/\/$/, '') + '/worldbank'
+  : '';
+
+let indicatorsCache: IndicatorsResponse | null = null;
+const dataCache = new Map<string, { data: WorldBankResponse; timestamp: number }>();
+const CACHE_TTL = 60 * 60 * 1000; // 1 hour
+
+async function wbFetch(qs: string): Promise<Response> {
+  // Try Railway first (World Bank blocks Vercel IPs with 403)
+  if (RAILWAY_WB_URL) {
+    try {
+      const resp = await fetch(`${RAILWAY_WB_URL}?${qs}`);
+      if (resp.ok) return resp;
+    } catch { /* Railway unavailable, fall through */ }
+  }
+  // Fallback to Vercel edge function
+  return fetch(`${API_BASE}?${qs}`);
+}
+
+export async function getAvailableIndicators(): Promise<IndicatorsResponse> {
+  if (indicatorsCache) return indicatorsCache;
+
+  const response = await wbFetch('action=indicators');
+  if (!response.ok) throw new Error('Failed to fetch indicators');
+
+  indicatorsCache = await response.json();
+  return indicatorsCache!;
+}
+
+export async function getIndicatorData(
+  indicator: string,
+  options: {
+    countries?: string[];
+    years?: number;
+  } = {}
+): Promise<WorldBankResponse> {
+  const { countries, years = 5 } = options;
+
+  const cacheKey = `${indicator}-${countries?.join(',') || 'default'}-${years}`;
+  const cached = dataCache.get(cacheKey);
+  if (cached && Date.now() - cached.timestamp < CACHE_TTL) {
+    return cached.data;
+  }
+
+  const params = new URLSearchParams({ indicator, years: years.toString() });
+  if (countries?.length) {
+    params.set('countries', countries.join(','));
+  }
+
+  const response = await wbFetch(params.toString());
+  if (!response.ok) throw new Error(`Failed to fetch indicator: ${indicator}`);
+
+  const data = await response.json();
+  dataCache.set(cacheKey, { data, timestamp: Date.now() });
+  return data;
+}
+
+// Preset indicator groups for common use cases
+export const INDICATOR_PRESETS = {
+  digitalInfrastructure: [
+    'IT.NET.USER.ZS',
+    'IT.CEL.SETS.P2',
+    'IT.NET.BBND.P2',
+    'IT.NET.SECR.P6',
+  ],
+  innovation: [
+    'GB.XPD.RSDV.GD.ZS',
+    'IP.PAT.RESD',
+    'IP.PAT.NRES',
+  ],
+  techTrade: [
+    'TX.VAL.TECH.MF.ZS',
+    'BX.GSR.CCIS.ZS',
+  ],
+  education: [
+    'SE.TER.ENRR',
+    'SE.XPD.TOTL.GD.ZS',
+  ],
+} as const;
+
+export interface TechReadinessScore {
+  country: string;
+  countryName: string;
+  score: number;
+  rank: number;
+  components: {
+    internet: number | null;
+    mobile: number | null;
+    broadband: number | null;
+    rdSpend: number | null;
+  };
+}
+
+export async function getTechReadinessRankings(
+  countries?: string[]
+): Promise<TechReadinessScore[]> {
+  // Fetch multiple indicators in parallel
+  // Use 7 years to account for delayed data (R&D often 3-4 years behind)
+  const [internet, mobile, broadband, rdSpend] = await Promise.all([
+    getIndicatorData('IT.NET.USER.ZS', { countries, years: 5 }),
+    getIndicatorData('IT.CEL.SETS.P2', { countries, years: 5 }),
+    getIndicatorData('IT.NET.BBND.P2', { countries, years: 5 }),
+    getIndicatorData('GB.XPD.RSDV.GD.ZS', { countries, years: 7 }),
+  ]);
+
+  // Get all unique countries
+  const allCountries = new Set<string>();
+  [internet, mobile, broadband, rdSpend].forEach(data => {
+    Object.keys(data.latestByCountry).forEach(c => allCountries.add(c));
+  });
+
+  // Calculate composite score for each country
+  const scores: TechReadinessScore[] = [];
+
+  for (const countryCode of allCountries) {
+    const internetVal = internet.latestByCountry[countryCode]?.value;
+    const mobileVal = mobile.latestByCountry[countryCode]?.value;
+    const broadbandVal = broadband.latestByCountry[countryCode]?.value;
+    const rdVal = rdSpend.latestByCountry[countryCode]?.value;
+
+    // Normalize each component to 0-100 scale
+    const normalize = (val: number | undefined, max: number): number | null => {
+      if (val === undefined || val === null) return null;
+      return Math.min(100, (val / max) * 100);
+    };
+
+    const components = {
+      internet: normalize(internetVal, 100),
+      mobile: normalize(mobileVal, 150),
+      broadband: normalize(broadbandVal, 50),
+      rdSpend: normalize(rdVal, 5),
+    };
+
+    // Calculate weighted average (only components with data)
+    // Weights: R&D 35%, Internet 30%, Broadband 20%, Mobile 15%
+    const weights = { internet: 30, mobile: 15, broadband: 20, rdSpend: 35 };
+    let totalWeight = 0;
+    let weightedSum = 0;
+
+    for (const [key, weight] of Object.entries(weights)) {
+      const val = components[key as keyof typeof components];
+      if (val !== null) {
+        weightedSum += val * weight;
+        totalWeight += weight;
+      }
+    }
+
+    const score = totalWeight > 0 ? weightedSum / totalWeight : 0;
+
+    const countryName =
+      internet.latestByCountry[countryCode]?.name ||
+      mobile.latestByCountry[countryCode]?.name ||
+      countryCode;
+
+    scores.push({
+      country: countryCode,
+      countryName,
+      score: Math.round(score * 10) / 10,
+      rank: 0,
+      components,
+    });
+  }
+
+  // Sort by score and assign ranks
+  scores.sort((a, b) => b.score - a.score);
+  scores.forEach((s, i) => { s.rank = i + 1; });
+
+  return scores;
+}
+
+export async function getCountryComparison(
+  indicator: string,
+  countryCodes: string[]
+): Promise<WorldBankResponse> {
+  return getIndicatorData(indicator, { countries: countryCodes, years: 10 });
+}
diff --git a/src/settings-main.ts b/src/settings-main.ts
new file mode 100644
index 000000000..4a40f98e9
--- /dev/null
+++ b/src/settings-main.ts
@@ -0,0 +1,218 @@
+import './styles/main.css';
+import './styles/settings-window.css';
+import { RuntimeConfigPanel } from '@/components/RuntimeConfigPanel';
+import { loadDesktopSecrets } from '@/services/runtime-config';
+import { tryInvokeTauri } from '@/services/tauri-bridge';
+import { escapeHtml } from '@/utils/sanitize';
+
+let diagnosticsInitialized = false;
+
+function setActionStatus(message: string, tone: 'ok' | 'error' = 'ok'): void {
+  const statusEl = document.getElementById('settingsActionStatus');
+  if (!statusEl) return;
+
+  statusEl.textContent = message;
+  statusEl.classList.remove('ok', 'error');
+  statusEl.classList.add(tone);
+}
+
+async function invokeDesktopAction(command: string, successLabel: string): Promise<void> {
+  const result = await tryInvokeTauri<string>(command);
+  if (result) {
+    setActionStatus(`${successLabel}: ${result}`, 'ok');
+    return;
+  }
+
+  setActionStatus(`Failed to run ${command}. Check desktop log.`, 'error');
+}
+
+function initTabs(): void {
+  const tabs = document.querySelectorAll<HTMLButtonElement>('.settings-tab');
+  const panels = document.querySelectorAll<HTMLElement>('.settings-tab-panel');
+
+  tabs.forEach((tab) => {
+    tab.addEventListener('click', () => {
+      const target = tab.dataset.tab;
+      if (!target) return;
+
+      tabs.forEach((t) => {
+        t.classList.remove('active');
+        t.setAttribute('aria-selected', 'false');
+      });
+      panels.forEach((p) => p.classList.remove('active'));
+
+      tab.classList.add('active');
+      tab.setAttribute('aria-selected', 'true');
+
+      const panelId = tab.getAttribute('aria-controls');
+      if (panelId) {
+        document.getElementById(panelId)?.classList.add('active');
+      }
+
+      if (target === 'debug' && !diagnosticsInitialized) {
+        diagnosticsInitialized = true;
+        initDiagnostics();
+      }
+    });
+  });
+}
+
+function closeSettingsWindow(): void {
+  void tryInvokeTauri<void>('close_settings_window').then(() => {}, () => window.close());
+}
+
+async function initSettingsWindow(): Promise<void> {
+  await loadDesktopSecrets();
+
+  const mount = document.getElementById('settingsApp');
+  if (!mount) return;
+
+  const panel = new RuntimeConfigPanel({ mode: 'full', buffered: true });
+  const panelElement = panel.getElement();
+  panelElement.classList.remove('resized', 'span-2', 'span-3', 'span-4');
+  panelElement.classList.add('settings-runtime-panel');
+  mount.appendChild(panelElement);
+
+  window.addEventListener('beforeunload', () => panel.destroy());
+
+  document.getElementById('okBtn')?.addEventListener('click', () => {
+    void (async () => {
+      try {
+        if (!panel.hasPendingChanges()) {
+          closeSettingsWindow();
+          return;
+        }
+        setActionStatus('Validating API keys...', 'ok');
+        const errors = await panel.verifyPendingSecrets();
+        console.log('[settings] verify done, errors:', errors.length, errors);
+        await panel.commitVerifiedSecrets();
+        console.log('[settings] commit done, remaining pending:', panel.hasPendingChanges());
+        if (errors.length > 0) {
+          setActionStatus(`Saved verified keys. Failed: ${errors.join(', ')}`, 'error');
+        } else {
+          setActionStatus('Settings saved', 'ok');
+          closeSettingsWindow();
+        }
+      } catch (err) {
+        console.error('[settings] save error:', err);
+        setActionStatus(`Save failed: ${err}`, 'error');
+      }
+    })();
+  });
+
+  // Cancel: discard pending, close
+  document.getElementById('cancelBtn')?.addEventListener('click', () => {
+    closeSettingsWindow();
+  });
+
+  const openLogsBtn = document.getElementById('openLogsBtn');
+  openLogsBtn?.addEventListener('click', () => {
+    void invokeDesktopAction('open_logs_folder', 'Opened logs folder');
+  });
+
+  const openSidecarLogBtn = document.getElementById('openSidecarLogBtn');
+  openSidecarLogBtn?.addEventListener('click', () => {
+    void invokeDesktopAction('open_sidecar_log_file', 'Opened API log');
+  });
+
+  initTabs();
+}
+
+const SIDECAR_BASE = 'http://127.0.0.1:46123';
+
+function initDiagnostics(): void {
+  const verboseToggle = document.getElementById('verboseApiLog') as HTMLInputElement | null;
+  const fetchDebugToggle = document.getElementById('fetchDebugLog') as HTMLInputElement | null;
+  const autoRefreshToggle = document.getElementById('autoRefreshLog') as HTMLInputElement | null;
+  const refreshBtn = document.getElementById('refreshLogBtn');
+  const clearBtn = document.getElementById('clearLogBtn');
+  const trafficLogEl = document.getElementById('trafficLog');
+  const trafficCount = document.getElementById('trafficCount');
+
+  if (fetchDebugToggle) {
+    fetchDebugToggle.checked = localStorage.getItem('wm-debug-log') === '1';
+    fetchDebugToggle.addEventListener('change', () => {
+      localStorage.setItem('wm-debug-log', fetchDebugToggle.checked ? '1' : '0');
+    });
+  }
+
+  async function syncVerboseState(): Promise<void> {
+    if (!verboseToggle) return;
+    try {
+      const res = await fetch(`${SIDECAR_BASE}/api/local-debug-toggle`);
+      const data = await res.json();
+      verboseToggle.checked = data.verboseMode;
+    } catch { /* sidecar not running */ }
+  }
+
+  verboseToggle?.addEventListener('change', async () => {
+    try {
+      const res = await fetch(`${SIDECAR_BASE}/api/local-debug-toggle`, { method: 'POST' });
+      const data = await res.json();
+      if (verboseToggle) verboseToggle.checked = data.verboseMode;
+      setActionStatus(data.verboseMode ? 'Verbose sidecar logging ON (saved)' : 'Verbose sidecar logging OFF (saved)', 'ok');
+    } catch {
+      setActionStatus('Could not reach sidecar to toggle verbose mode', 'error');
+    }
+  });
+
+  void syncVerboseState();
+
+  async function refreshTrafficLog(): Promise<void> {
+    if (!trafficLogEl) return;
+    try {
+      const res = await fetch(`${SIDECAR_BASE}/api/local-traffic-log`);
+      const data = await res.json();
+      const entries: Array<{ timestamp: string; method: string; path: string; status: number; durationMs: number }> = data.entries || [];
+      if (trafficCount) trafficCount.textContent = `(${entries.length})`;
+
+      if (entries.length === 0) {
+        trafficLogEl.innerHTML = '<p class="diag-empty">No traffic recorded yet.</p>';
+        return;
+      }
+
+      const rows = entries.slice().reverse().map((e) => {
+        const ts = e.timestamp.split('T')[1]?.replace('Z', '') || e.timestamp;
+        const cls = e.status < 300 ? 'ok' : e.status < 500 ? 'warn' : 'err';
+        return `<tr class="diag-${cls}"><td>${escapeHtml(ts)}</td><td>${e.method}</td><td title="${escapeHtml(e.path)}">${escapeHtml(e.path)}</td><td>${e.status}</td><td>${e.durationMs}ms</td></tr>`;
+      }).join('');
+
+      trafficLogEl.innerHTML = `<table class="diag-table"><thead><tr><th>Time</th><th>Method</th><th>Path</th><th>Status</th><th>Duration</th></tr></thead><tbody>${rows}</tbody></table>`;
+    } catch {
+      trafficLogEl.innerHTML = '<p class="diag-empty">Sidecar not reachable.</p>';
+    }
+  }
+
+  refreshBtn?.addEventListener('click', () => void refreshTrafficLog());
+
+  clearBtn?.addEventListener('click', async () => {
+    try {
+      await fetch(`${SIDECAR_BASE}/api/local-traffic-log`, { method: 'DELETE' });
+    } catch { /* ignore */ }
+    if (trafficLogEl) trafficLogEl.innerHTML = '<p class="diag-empty">Log cleared.</p>';
+    if (trafficCount) trafficCount.textContent = '(0)';
+  });
+
+  let refreshInterval: ReturnType<typeof setInterval> | null = null;
+
+  function startAutoRefresh(): void {
+    stopAutoRefresh();
+    refreshInterval = setInterval(() => void refreshTrafficLog(), 3000);
+  }
+
+  function stopAutoRefresh(): void {
+    if (refreshInterval) { clearInterval(refreshInterval); refreshInterval = null; }
+  }
+
+  autoRefreshToggle?.addEventListener('change', () => {
+    if (autoRefreshToggle.checked) startAutoRefresh(); else stopAutoRefresh();
+  });
+
+  void refreshTrafficLog();
+  startAutoRefresh();
+}
+
+void initSettingsWindow().finally(() => {
+  void tryInvokeTauri<void>('plugin:window|show', { label: 'settings' });
+  void tryInvokeTauri<void>('plugin:window|set_focus', { label: 'settings' });
+});
diff --git a/src/styles/main.css b/src/styles/main.css
index b041decb8..ee50150b7 100644
--- a/src/styles/main.css
+++ b/src/styles/main.css
@@ -20,6 +20,12 @@
   box-sizing: border-box;
 }
 
+html {
+  height: 100%;
+  width: 100%;
+  overflow: hidden;
+}
+
 body {
   font-family: 'SF Mono', 'Monaco', 'Inconsolata', 'Fira Code', monospace;
   font-size: 12px;
@@ -27,13 +33,32 @@ body {
   background: var(--bg);
   color: var(--text);
   overflow: hidden;
-  height: 100vh;
+  height: 100%;
+  width: 100%;
+  min-height: 100vh;
+  min-width: 100vw;
+}
+
+/* Pause all animations when tab is hidden or idle */
+body.animations-paused *,
+body.animations-paused *::before,
+body.animations-paused *::after {
+  animation-play-state: paused !important;
+  transition: none !important;
 }
 
 #app {
-  height: 100vh;
+  height: 100%;
+  width: 100%;
+  min-height: 100vh;
+  min-width: 100vw;
   display: flex;
   flex-direction: column;
+  position: absolute;
+  top: 0;
+  left: 0;
+  right: 0;
+  bottom: 0;
 }
 
 .header {
@@ -53,6 +78,92 @@ body {
   gap: 16px;
 }
 
+/* Variant Switcher */
+.variant-switcher {
+  display: flex;
+  align-items: center;
+  gap: 2px;
+  background: rgba(255, 255, 255, 0.03);
+  border: 1px solid var(--border);
+  border-radius: 4px;
+  padding: 2px 4px;
+  margin-right: 6px;
+}
+
+.variant-option {
+  display: flex;
+  align-items: center;
+  gap: 4px;
+  padding: 2px 6px;
+  border-radius: 3px;
+  text-decoration: none;
+  color: var(--text-dim);
+  font-size: 9px;
+  font-weight: 600;
+  letter-spacing: 1px;
+  transition: all 0.25s ease;
+  cursor: pointer;
+}
+
+.variant-option .variant-icon {
+  font-size: 11px;
+  filter: grayscale(80%);
+  transition: filter 0.25s ease;
+}
+
+.variant-option .variant-label {
+  max-width: 0;
+  overflow: hidden;
+  opacity: 0;
+  transition: max-width 0.3s ease, opacity 0.2s ease;
+}
+
+.variant-option:hover .variant-label,
+.variant-option.active .variant-label {
+  max-width: 50px;
+  opacity: 1;
+}
+
+.variant-option:hover {
+  color: var(--text);
+}
+
+.variant-option:hover .variant-icon {
+  filter: grayscale(0%);
+}
+
+.variant-option.active {
+  color: var(--green);
+  background: rgba(68, 255, 136, 0.1);
+  pointer-events: none;
+}
+
+
+.variant-option.active .variant-icon {
+  filter: grayscale(0%) drop-shadow(0 0 4px var(--green));
+}
+
+.variant-option[data-variant="tech"].active {
+  color: #4a9eff;
+  background: rgba(74, 158, 255, 0.1);
+}
+
+.variant-option[data-variant="tech"].active .variant-icon {
+  filter: grayscale(0%) drop-shadow(0 0 4px #4a9eff);
+}
+
+.variant-divider {
+  width: 1px;
+  height: 12px;
+  background: var(--border);
+  margin: 0 2px;
+}
+
+.variant-switcher:hover .variant-option .variant-label {
+  max-width: 50px;
+  opacity: 1;
+}
+
 .logo {
   font-weight: bold;
   font-size: 14px;
@@ -60,12 +171,33 @@ body {
   color: var(--accent);
 }
 
-.credit {
+.version {
+  font-size: 9px;
+  color: var(--muted);
+  opacity: 0.5;
+  margin-left: 6px;
+  font-weight: normal;
+  letter-spacing: 0.5px;
+  vertical-align: middle;
+}
+
+.credit-link {
   font-size: 9px;
   color: var(--muted);
   opacity: 0.6;
   font-weight: normal;
   letter-spacing: 0.5px;
+  text-decoration: none;
+  transition: opacity 0.2s;
+}
+.credit-link:hover {
+  opacity: 1;
+  color: var(--accent);
+}
+
+/* Hide X logo on desktop, show text */
+.credit-link .x-logo {
+  display: none;
 }
 
 .status-indicator {
@@ -89,30 +221,75 @@ body {
   50% { opacity: 0.5; }
 }
 
+/* Region Selector in Header */
+.region-selector {
+  display: flex;
+  align-items: center;
+}
+
+.region-select {
+  padding: 4px 24px 4px 10px;
+  background: var(--bg);
+  border: 1px solid var(--border);
+  color: var(--text);
+  font-family: inherit;
+  font-size: 11px;
+  cursor: pointer;
+  appearance: none;
+  background-image: url("data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' width='10' height='6' viewBox='0 0 10 6'%3E%3Cpath fill='%23888' d='M0 0l5 6 5-6z'/%3E%3C/svg%3E");
+  background-repeat: no-repeat;
+  background-position: right 8px center;
+}
+
+.region-select:hover {
+  border-color: var(--green);
+}
+
+.region-select:focus {
+  outline: none;
+  border-color: var(--green);
+}
+
 .header-center {
   display: flex;
   gap: 8px;
 }
 
-.view-btn {
-  padding: 4px 12px;
-  background: transparent;
-  border: 1px solid var(--border);
+.focus-label {
+  font-size: 10px;
   color: var(--text-dim);
+  text-transform: uppercase;
+  letter-spacing: 0.5px;
+  margin-right: 6px;
+}
+
+.focus-select {
+  padding: 4px 24px 4px 10px;
+  background: var(--bg);
+  border: 1px solid var(--border);
+  color: var(--text);
   font-family: inherit;
   font-size: 11px;
   cursor: pointer;
-  transition: all 0.2s;
+  appearance: none;
+  background-image: url("data:image/svg+xml,%3Csvg xmlns='http://www.w3.org/2000/svg' width='10' height='6' viewBox='0 0 10 6'%3E%3Cpath fill='%2388a0a8' d='M0 0l5 6 5-6z'/%3E%3C/svg%3E");
+  background-repeat: no-repeat;
+  background-position: right 8px center;
+  min-width: 100px;
 }
 
-.view-btn:hover {
+.focus-select:hover {
   border-color: var(--text-dim);
 }
 
-.view-btn.active {
-  background: var(--text);
-  color: var(--bg);
-  border-color: var(--text);
+.focus-select:focus {
+  outline: none;
+  border-color: var(--primary);
+}
+
+.focus-select option {
+  background: var(--panel-bg);
+  color: var(--text);
 }
 
 .header-right {
@@ -140,6 +317,27 @@ body {
   border-color: var(--text-dim);
 }
 
+.fullscreen-btn {
+  padding: 4px 8px;
+  background: transparent;
+  border: 1px solid var(--border);
+  color: var(--text);
+  font-family: inherit;
+  font-size: 14px;
+  cursor: pointer;
+  line-height: 1;
+}
+
+.fullscreen-btn:hover {
+  border-color: var(--text-dim);
+}
+
+.fullscreen-btn.active {
+  background: rgba(59, 130, 246, 0.12);
+  border-color: var(--accent);
+  color: var(--accent);
+}
+
 .github-link {
   color: var(--text-dim);
   margin-left: 8px;
@@ -202,17 +400,20 @@ body {
 }
 
 .main-content {
-  flex: 1;
+  flex: 1 1 0;
+  min-height: 0;
   display: flex;
   flex-direction: column;
-  overflow: hidden;
+  overflow-y: auto;
+  overflow-x: hidden;
   background: var(--bg);
+  width: 100%;
 }
 
 .map-section {
-  height: 65vh;
-  min-height: 400px;
-  max-height: 85vh;
+  height: 50vh;
+  min-height: 350px;
+  max-height: 90vh; /* Allow resize up to 90% of viewport */
   border: 1px solid var(--border);
   background: var(--surface);
   display: flex;
@@ -271,14 +472,52 @@ body {
   opacity: 1;
 }
 
+.map-section.pinned {
+  position: sticky;
+  top: 0;
+  z-index: 100;
+}
+
+.map-pin-btn {
+  background: transparent;
+  border: 1px solid var(--border);
+  color: var(--text-dim);
+  padding: 4px 8px;
+  border-radius: 4px;
+  cursor: pointer;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  transition: all 0.2s;
+}
+
+.map-pin-btn:hover {
+  background: var(--surface-hover);
+  color: var(--text);
+  border-color: var(--text-dim);
+}
+
+.map-pin-btn.active {
+  background: var(--green);
+  border-color: var(--green);
+  color: var(--bg);
+}
+
+.map-pin-btn.active:hover {
+  background: var(--green-dim);
+}
+
 .panels-grid {
   display: grid;
   grid-template-columns: repeat(auto-fill, minmax(280px, 1fr));
+  grid-auto-rows: minmax(200px, 380px);
   gap: 4px;
   padding: 4px;
-  flex: 1;
-  overflow-y: auto;
   align-content: start;
+  align-items: stretch;
+  min-height: 0;
+  position: relative;
+  z-index: 1; /* This ensures panels scroll UNDER the pinned map (z-index: 100) */
 }
 
 .panel {
@@ -287,10 +526,62 @@ body {
   display: flex;
   flex-direction: column;
   overflow: hidden;
+  height: 100%;
   min-height: 200px;
-  max-height: 400px;
   cursor: grab;
   transition: transform 0.15s, box-shadow 0.15s;
+  position: relative;
+}
+
+.panel.resized {
+  /* Custom height set - use grid-row span for height */
+}
+
+/* Row span classes for resizable panels */
+.panel.span-1 { grid-row: span 1 !important; min-height: 200px !important; }
+.panel.span-2 { grid-row: span 2 !important; min-height: 400px !important; }
+.panel.span-3 { grid-row: span 3 !important; min-height: 600px !important; }
+.panel.span-4 { grid-row: span 4 !important; min-height: 800px !important; }
+
+.panel-resize-handle {
+  position: absolute;
+  bottom: 0;
+  left: 0;
+  right: 0;
+  height: 20px;
+  cursor: ns-resize;
+  background: linear-gradient(to top, rgba(68, 136, 255, 0.15), transparent);
+  z-index: 100;
+  transition: background 0.2s;
+  touch-action: none;
+  pointer-events: auto !important;
+  user-select: none;
+}
+
+.panel-resize-handle:hover,
+.panel-resize-handle.active {
+  background: linear-gradient(to top, rgba(68, 136, 255, 0.5), transparent);
+}
+
+.panel-resize-handle::after {
+  content: '⋯';
+  position: absolute;
+  bottom: 2px;
+  left: 50%;
+  transform: translateX(-50%);
+  font-size: 16px;
+  letter-spacing: 2px;
+  color: var(--text-dim);
+  transition: color 0.2s;
+}
+
+.panel-resize-handle:hover::after {
+  color: var(--accent);
+}
+
+.panel.resizing {
+  cursor: ns-resize;
+  user-select: none;
 }
 
 .panel:active {
@@ -315,6 +606,21 @@ body {
   background: rgba(255, 255, 255, 0.02);
   border-bottom: 1px solid var(--border);
   flex-shrink: 0;
+  transition: background-color 0.3s ease, border-color 0.3s ease;
+}
+
+.panel-header-error {
+  background: rgba(255, 50, 50, 0.15);
+  border-bottom-color: rgba(255, 80, 80, 0.5);
+}
+
+.panel-header-error .panel-title {
+  color: #ff6b6b;
+}
+
+.panel-header-error .panel-count {
+  background: rgba(255, 80, 80, 0.3);
+  color: #ff6b6b;
 }
 
 .panel-header-left {
@@ -339,3122 +645,11493 @@ body {
   border-radius: 2px;
 }
 
-.panel-content {
-  flex: 1;
-  overflow-y: auto;
-  padding: 8px;
-}
 
-.panel-content::-webkit-scrollbar {
-  width: 4px;
+.panel-data-badge {
+  font-size: 9px;
+  letter-spacing: 0.4px;
+  padding: 2px 6px;
+  border-radius: 10px;
+  border: 1px solid transparent;
+  color: #d9d9d9;
+}
+.panel-data-badge.live {
+  color: #56d982;
+  border-color: rgba(86, 217, 130, 0.45);
+  background: rgba(86, 217, 130, 0.12);
+}
+.panel-data-badge.cached {
+  color: #f5bf59;
+  border-color: rgba(245, 191, 89, 0.45);
+  background: rgba(245, 191, 89, 0.12);
+}
+.panel-data-badge.unavailable {
+  color: #ff8b8b;
+  border-color: rgba(255, 139, 139, 0.45);
+  background: rgba(255, 139, 139, 0.12);
+}
+
+/* Panel Summarize Button */
+.panel-summarize-btn {
+  background: rgba(255, 255, 255, 0.08);
+  border: 1px solid rgba(255, 255, 255, 0.15);
+  border-radius: 3px;
+  cursor: pointer;
+  font-size: 11px;
+  padding: 2px 6px;
+  margin-right: 6px;
+  opacity: 0.85;
+  transition: opacity 0.15s, transform 0.15s, background 0.15s;
 }
-
-.panel-content::-webkit-scrollbar-track {
-  background: transparent;
+.panel-summarize-btn:hover {
+  opacity: 1;
+  background: rgba(255, 255, 255, 0.15);
+  transform: scale(1.05);
 }
-
-.panel-content::-webkit-scrollbar-thumb {
-  background: var(--border);
-  border-radius: 2px;
+.panel-summarize-btn:disabled {
+  cursor: wait;
+  opacity: 0.4;
 }
-
-/* News Items */
-.item {
-  padding: 8px 0;
-  border-bottom: 1px solid var(--border);
+.panel-summarize-spinner {
+  display: inline-block;
+  width: 10px;
+  height: 10px;
+  border: 1.5px solid var(--border);
+  border-top-color: var(--accent);
+  border-radius: 50%;
+  animation: spin 0.8s linear infinite;
 }
 
-.item:last-child {
-  border-bottom: none;
-}
-
-.item.alert {
-  border-left: 2px solid var(--red);
-  padding-left: 8px;
-  margin-left: -8px;
+/* Panel Summary Container */
+.panel-summary {
+  margin: 8px;
+  padding: 10px;
+  background: linear-gradient(135deg, rgba(68, 136, 255, 0.08), rgba(136, 68, 255, 0.08));
+  border-radius: 6px;
+  border-left: 3px solid var(--accent);
+  font-size: 11px;
+  line-height: 1.5;
+  max-height: 100px;
+  overflow-y: auto;
+  flex-shrink: 0;
 }
-
-.item-source {
-  font-size: 9px;
-  color: var(--text-dim);
-  text-transform: uppercase;
-  letter-spacing: 0.5px;
-  margin-bottom: 4px;
+.panel-summary-content {
   display: flex;
-  align-items: center;
-  gap: 6px;
+  align-items: flex-start;
+  gap: 8px;
 }
-
-.alert-tag {
-  background: var(--red);
-  color: var(--bg);
-  padding: 1px 4px;
-  font-size: 8px;
-  font-weight: bold;
-  animation: pulse-alert 1s infinite;
+.panel-summary-text {
+  flex: 1;
+  color: var(--text);
 }
-
-@keyframes pulse-alert {
-  0%, 100% { opacity: 1; }
-  50% { opacity: 0.7; }
+.panel-summary-close {
+  background: transparent;
+  border: none;
+  color: var(--text-dim);
+  cursor: pointer;
+  font-size: 14px;
+  padding: 0 4px;
+  line-height: 1;
+  opacity: 0.6;
 }
-
-.item-title {
+.panel-summary-close:hover {
+  opacity: 1;
   color: var(--text);
-  text-decoration: none;
-  font-size: 12px;
-  line-height: 1.4;
-  display: block;
-}
-
-.item-title:hover {
-  color: var(--accent);
 }
-
-.item-time {
-  font-size: 9px;
+.panel-summary-loading {
   color: var(--text-dim);
-  margin-top: 4px;
+  font-style: italic;
+}
+.panel-summary-error {
+  color: var(--accent-red);
 }
 
-/* Clustering */
-.source-count {
-  background: var(--accent);
-  color: var(--bg);
-  padding: 1px 5px;
-  font-size: 8px;
-  font-weight: bold;
-  border-radius: 8px;
+.panel-info-wrapper {
+  position: relative;
+  display: inline-flex;
 }
 
-.cluster-meta {
+.panel-info-btn {
+  width: 14px;
+  height: 14px;
+  border-radius: 50%;
+  border: 1px solid var(--text-dim);
+  background: transparent;
+  color: var(--text-dim);
+  font-size: 9px;
+  font-weight: 600;
+  cursor: pointer;
   display: flex;
   align-items: center;
-  justify-content: space-between;
-  margin-top: 4px;
-  gap: 8px;
+  justify-content: center;
+  padding: 0;
+  transition: all 0.15s ease;
 }
 
-.top-sources {
-  display: flex;
-  gap: 4px;
-  flex-wrap: wrap;
+.panel-info-btn:hover {
+  border-color: var(--accent);
+  color: var(--accent);
+  background: rgba(0, 200, 255, 0.1);
 }
 
-.top-source {
-  font-size: 8px;
-  padding: 1px 4px;
-  border-radius: 2px;
-  background: var(--panel-border);
-  color: var(--text-dim);
+.panel-info-tooltip {
+  position: absolute;
+  top: calc(100% + 8px);
+  left: 50%;
+  transform: translateX(-50%);
+  background: #1a1a1a;
+  border: 1px solid #444;
+  border-radius: 4px;
+  padding: 10px 12px;
+  font-size: 11px;
+  line-height: 1.5;
+  color: #e0e0e0;
+  min-width: 220px;
+  max-width: 300px;
+  z-index: 1000;
+  box-shadow: 0 4px 16px rgba(0, 0, 0, 0.8);
+  opacity: 0;
+  visibility: hidden;
+  transition: opacity 0.15s ease, visibility 0.15s ease;
 }
 
-.top-source.tier-1 {
-  background: rgba(0, 255, 136, 0.15);
-  color: var(--green);
+.panel-info-tooltip.visible {
+  opacity: 1;
+  visibility: visible;
 }
 
-.top-source.tier-2 {
-  background: rgba(0, 170, 255, 0.15);
-  color: var(--accent);
+.panel-info-tooltip::before {
+  content: '';
+  position: absolute;
+  top: -6px;
+  left: 50%;
+  transform: translateX(-50%);
+  border: 6px solid transparent;
+  border-bottom-color: #444;
 }
 
-.top-source.tier-3 {
-  background: rgba(255, 170, 0, 0.15);
-  color: var(--yellow);
+.panel-info-tooltip::after {
+  content: '';
+  position: absolute;
+  top: -4px;
+  left: 50%;
+  transform: translateX(-50%);
+  border: 5px solid transparent;
+  border-bottom-color: #1a1a1a;
 }
 
-.item.clustered {
-  border-left: 2px solid var(--border);
-  padding-left: 8px;
-  margin-left: -8px;
+.panel-info-tooltip strong {
+  color: var(--accent);
+  display: block;
+  margin-bottom: 4px;
 }
 
-.item.clustered.alert {
-  border-left: 2px solid var(--red);
+.panel-info-tooltip ul {
+  margin: 6px 0 0;
+  padding-left: 14px;
 }
 
-.item.clustered:hover {
-  border-left-color: var(--accent);
+.panel-info-tooltip li {
+  margin: 2px 0;
+  color: var(--text-dim);
 }
 
-/* Related assets */
-.related-assets {
-  margin-top: 8px;
+.panel-content {
+  flex: 1;
+  overflow-y: auto;
   padding: 8px;
-  border-radius: 8px;
-  background: rgba(7, 22, 17, 0.7);
-  border: 1px solid rgba(0, 255, 170, 0.2);
 }
 
-.related-assets-header {
-  font-size: 9px;
-  color: var(--text-dim);
-  text-transform: uppercase;
-  letter-spacing: 0.6px;
-  display: flex;
-  gap: 6px;
-  align-items: center;
-  margin-bottom: 6px;
+.panel-content::-webkit-scrollbar {
+  width: 4px;
 }
 
-.related-assets-range {
-  color: var(--accent);
+.panel-content::-webkit-scrollbar-track {
+  background: transparent;
 }
 
-.related-assets-list {
-  display: flex;
-  flex-direction: column;
-  gap: 6px;
+.panel-content::-webkit-scrollbar-thumb {
+  background: var(--border);
+  border-radius: 2px;
 }
 
-.related-asset {
-  display: grid;
-  grid-template-columns: auto 1fr auto;
-  gap: 6px;
-  align-items: center;
-  padding: 6px 8px;
-  border-radius: 6px;
-  background: rgba(10, 34, 26, 0.8);
-  border: 1px solid rgba(0, 255, 170, 0.15);
-  color: var(--text);
-  cursor: pointer;
-  text-align: left;
+/* Wide panel (spans 2 columns and 2 rows for video content) */
+.panel-wide {
+  grid-column: span 2;
+  grid-row: span 2;
+  min-height: 350px;
+  max-height: none;
 }
 
-.related-asset:hover {
-  border-color: rgba(0, 255, 170, 0.5);
-  box-shadow: 0 0 10px rgba(0, 255, 170, 0.2);
+/* Live News Panel */
+.live-news-switcher {
+  display: flex;
+  gap: 4px;
+  padding: 6px 8px;
+  background: rgba(0, 0, 0, 0.3);
+  border-bottom: 1px solid var(--border);
+  flex-shrink: 0;
 }
 
-.related-asset-type {
-  font-size: 8px;
+.live-channel-btn {
+  padding: 4px 8px;
+  background: transparent;
+  border: 1px solid var(--border);
+  color: var(--text-dim);
+  font-family: inherit;
+  font-size: 10px;
+  cursor: pointer;
+  transition: all 0.2s;
   text-transform: uppercase;
-  color: var(--accent);
-  letter-spacing: 0.4px;
+  letter-spacing: 0.5px;
+  white-space: nowrap;
 }
 
-.related-asset-name {
-  font-size: 10px;
+.live-channel-btn:hover {
+  border-color: var(--text-dim);
   color: var(--text);
 }
 
-.related-asset-distance {
-  font-size: 9px;
-  color: var(--text-dim);
-}
-
-/* Velocity */
-.velocity-badge {
-  font-size: 8px;
-  padding: 1px 5px;
-  border-radius: 8px;
-  font-weight: bold;
+.live-channel-btn.active {
+  background: var(--red);
+  border-color: var(--red);
+  color: white;
 }
 
-.velocity-badge.elevated {
-  background: rgba(255, 170, 0, 0.2);
-  color: var(--yellow);
+.live-channel-btn.loading {
+  opacity: 0.6;
+  pointer-events: none;
 }
 
-.velocity-badge.spike {
-  background: rgba(255, 68, 68, 0.2);
-  color: var(--red);
-  animation: pulse-velocity 1.5s infinite;
+.live-channel-btn.loading::after {
+  content: '...';
+  animation: loadingDots 1s infinite;
 }
 
-@keyframes pulse-velocity {
-  0%, 100% { opacity: 1; }
-  50% { opacity: 0.6; }
+.live-channel-btn.offline {
+  opacity: 0.5;
+  border-style: dashed;
 }
 
-/* Sentiment */
-.sentiment-badge {
-  font-size: 9px;
-  padding: 0 3px;
+.live-offline {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  height: 100%;
+  min-height: 200px;
+  color: var(--text-dim);
+  text-align: center;
+  gap: 8px;
 }
 
-.sentiment-badge.negative {
-  color: var(--red);
+.live-offline .offline-icon {
+  font-size: 32px;
+  opacity: 0.5;
 }
 
-.sentiment-badge.positive {
-  color: var(--green);
+.live-offline .offline-text {
+  font-size: 12px;
 }
 
-/* Deviation indicators */
-.deviation-indicator {
-  font-size: 9px;
-  font-weight: bold;
-  margin-left: 8px;
-  padding: 1px 6px;
-  border-radius: 8px;
+.live-offline .offline-retry {
+  margin-top: 8px;
+  padding: 6px 12px;
+  background: var(--panel-bg);
+  border: 1px solid var(--border);
+  color: var(--text);
+  font-size: 11px;
+  cursor: pointer;
+  border-radius: 4px;
 }
 
-.deviation-indicator.elevated {
-  background: rgba(255, 170, 0, 0.2);
-  color: var(--yellow);
+.live-offline .offline-retry:hover {
+  border-color: var(--text-dim);
 }
 
-.deviation-indicator.spike {
-  background: rgba(255, 68, 68, 0.2);
-  color: var(--red);
-  animation: pulse-alert 1s infinite;
+@keyframes loadingDots {
+  0%, 20% { content: '.'; }
+  40% { content: '..'; }
+  60%, 100% { content: '...'; }
 }
 
-.deviation-indicator.quiet {
-  background: rgba(100, 100, 100, 0.2);
+.live-mute-btn {
+  background: transparent;
+  border: none;
   color: var(--text-dim);
-}
-
-/* Signal Modal */
-.signal-modal-overlay {
-  position: fixed;
-  top: 0;
-  left: 0;
-  right: 0;
-  bottom: 0;
-  background: rgba(0, 0, 0, 0.8);
-  display: none;
-  justify-content: center;
-  align-items: center;
-  z-index: 1000;
-}
-
-.signal-modal-overlay.active {
+  cursor: pointer;
+  padding: 4px;
   display: flex;
+  align-items: center;
+  justify-content: center;
+  transition: color 0.2s;
 }
 
-.signal-modal {
-  background: var(--panel-bg);
-  border: 1px solid var(--accent);
-  border-radius: 4px;
-  width: 90%;
-  max-width: 500px;
-  max-height: 80vh;
-  overflow: hidden;
-  box-shadow: 0 0 30px rgba(0, 170, 255, 0.3);
-  animation: signal-pulse 0.5s ease-out;
+.live-mute-btn:hover {
+  color: var(--text);
 }
 
-@keyframes signal-pulse {
-  0% { transform: scale(0.9); opacity: 0; }
-  50% { transform: scale(1.02); }
-  100% { transform: scale(1); opacity: 1; }
+.live-mute-btn.unmuted {
+  color: var(--green);
 }
 
-.signal-modal-header {
+.live-indicator-btn {
+  background: transparent;
+  border: none;
+  color: var(--text);
+  cursor: pointer;
+  padding: 4px 8px;
   display: flex;
-  justify-content: space-between;
   align-items: center;
-  padding: 12px 16px;
-  background: var(--accent);
-  color: var(--bg);
-}
-
-.signal-modal-title {
-  font-weight: bold;
-  font-size: 14px;
-  letter-spacing: 1px;
+  gap: 4px;
+  font-size: 11px;
+  font-weight: 600;
+  text-transform: uppercase;
+  letter-spacing: 0.5px;
+  transition: opacity 0.2s;
 }
 
-.signal-modal-close {
-  background: none;
-  border: none;
-  color: var(--bg);
-  font-size: 20px;
-  cursor: pointer;
-  padding: 0 4px;
+.live-indicator-btn:hover {
+  opacity: 0.8;
 }
 
-.signal-modal-content {
-  padding: 16px;
-  max-height: 400px;
-  overflow-y: auto;
+.live-dot {
+  width: 8px;
+  height: 8px;
+  border-radius: 50%;
+  background: var(--red);
+  animation: live-blink 1.5s ease-in-out infinite;
 }
 
-.signal-item {
-  padding: 12px;
-  margin-bottom: 12px;
-  background: rgba(0, 0, 0, 0.3);
-  border-left: 3px solid var(--accent);
-  border-radius: 2px;
+.live-dot.paused {
+  background: var(--text-dim);
+  animation: none;
 }
 
-.signal-item:last-child {
-  margin-bottom: 0;
+.live-indicator-btn.paused {
+  color: var(--text-dim);
 }
 
-.signal-item.velocity_spike {
-  border-left-color: var(--red);
+@keyframes live-blink {
+  0%, 100% { opacity: 1; }
+  50% { opacity: 0.3; }
 }
 
-.signal-item.prediction_leads_news {
-  border-left-color: var(--yellow);
+#live-news .panel-content {
+  padding: 0;
+  flex: 1;
+  display: flex;
 }
 
-.signal-item.silent_divergence {
-  border-left-color: var(--green);
+.live-news-player {
+  width: 100%;
+  flex: 1;
+  background: #000;
+  aspect-ratio: 16 / 9;
 }
 
-.signal-item.convergence {
-  border-left-color: #00d4ff;
+.live-news-player iframe {
+  width: 100%;
+  height: 100%;
+  display: block;
 }
 
-.signal-item.triangulation {
-  border-left-color: #ff6b00;
+/* News Items */
+.item {
+  padding: 8px 0;
+  border-bottom: 1px solid var(--border);
 }
 
-.signal-item.flow_drop {
-  border-left-color: #6f42c1;
+.item:last-child {
+  border-bottom: none;
 }
 
-.signal-item.flow_price_divergence {
-  border-left-color: #2ec4b6;
+.item.alert {
+  border-left: 2px solid var(--red);
+  padding-left: 8px;
+  margin-left: -8px;
 }
 
-.signal-type {
-  font-size: 10px;
-  text-transform: uppercase;
+.item-source {
+  font-size: 9px;
   color: var(--text-dim);
+  text-transform: uppercase;
+  letter-spacing: 0.5px;
   margin-bottom: 4px;
+  display: flex;
+  align-items: center;
+  gap: 6px;
 }
 
-.signal-title {
+.alert-tag {
+  background: var(--red);
+  color: var(--bg);
+  padding: 1px 4px;
+  font-size: 8px;
   font-weight: bold;
-  font-size: 13px;
-  color: var(--text);
-  margin-bottom: 6px;
-}
-
-.signal-description {
-  font-size: 12px;
-  color: var(--text);
-  line-height: 1.4;
-  margin-bottom: 8px;
+  animation: pulse-alert 1s infinite;
 }
 
-.signal-meta {
-  display: flex;
-  gap: 12px;
-  font-size: 10px;
-  color: var(--text-dim);
+@keyframes pulse-alert {
+  0%, 100% { opacity: 1; }
+  50% { opacity: 0.7; }
 }
 
-.signal-confidence {
-  color: var(--accent);
+/* CII Share button */
+.cii-share-btn {
+  background: none;
+  border: 1px solid #333;
+  color: #666;
+  font-size: 12px;
+  cursor: pointer;
+  padding: 1px 4px;
+  border-radius: 3px;
+  margin-left: auto;
+  transition: color 0.2s, border-color 0.2s;
 }
-
-.signal-topics {
-  display: flex;
-  gap: 4px;
-  flex-wrap: wrap;
-  margin-top: 8px;
+.cii-share-btn:hover {
+  color: #3b82f6;
+  border-color: #3b82f6;
 }
 
-.signal-topic {
-  font-size: 9px;
-  padding: 2px 6px;
-  background: rgba(0, 170, 255, 0.15);
-  color: var(--accent);
+/* Toast */
+.toast-notification {
+  position: fixed;
+  bottom: 32px;
+  left: 50%;
+  transform: translateX(-50%) translateY(20px);
+  background: #1a1a2e;
+  color: #ccc;
+  padding: 10px 20px;
   border-radius: 8px;
+  border: 1px solid #333;
+  font-size: 13px;
+  z-index: 10002;
+  opacity: 0;
+  transition: opacity 0.3s, transform 0.3s;
+  pointer-events: none;
+}
+.toast-notification.visible {
+  opacity: 1;
+  transform: translateX(-50%) translateY(0);
 }
 
-.signal-modal-footer {
+/* Story Modal */
+.story-modal-overlay {
+  position: fixed;
+  inset: 0;
+  z-index: 10001;
+  background: rgba(0,0,0,0.88);
   display: flex;
-  justify-content: space-between;
+  flex-direction: column;
   align-items: center;
-  padding: 12px 16px;
-  border-top: 1px solid var(--panel-border);
+  justify-content: center;
+  backdrop-filter: blur(8px);
 }
-
-.signal-audio-toggle {
+.story-modal {
+  position: relative;
   display: flex;
+  flex-direction: column;
   align-items: center;
-  gap: 6px;
-  font-size: 11px;
-  color: var(--text-dim);
-  cursor: pointer;
+  gap: 20px;
+  max-height: 95vh;
 }
-
-.signal-dismiss-btn {
-  background: var(--accent);
+.story-close-x {
+  position: absolute;
+  top: -44px;
+  right: -4px;
+  background: rgba(255,255,255,0.08);
   border: none;
-  color: var(--bg);
-  padding: 6px 16px;
-  font-size: 11px;
+  color: #999;
+  width: 36px;
+  height: 36px;
+  border-radius: 50%;
   cursor: pointer;
-  border-radius: 2px;
-  text-transform: uppercase;
-  letter-spacing: 0.5px;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  transition: background 0.2s, color 0.2s;
+  z-index: 1;
 }
-
-.signal-dismiss-btn:hover {
-  opacity: 0.9;
+.story-close-x:hover {
+  background: rgba(255,255,255,0.15);
+  color: #fff;
 }
-
-/* Header flash for signals */
-.header.signal-flash {
-  animation: header-flash 0.5s ease-out 3;
+.story-modal-content {
+  max-height: 75vh;
+  overflow: auto;
+  border-radius: 14px;
+  box-shadow: 0 12px 48px rgba(0,0,0,0.6), 0 0 0 1px rgba(255,255,255,0.06);
 }
-
-@keyframes header-flash {
-  0%, 100% { background: var(--panel-bg); }
-  50% { background: rgba(0, 170, 255, 0.3); }
+.story-image {
+  display: block;
+  max-height: 75vh;
+  width: auto;
+  border-radius: 14px;
 }
-
-/* Playback Control */
-.playback-control {
-  position: relative;
+.story-loading, .story-error {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  gap: 12px;
+  padding: 60px 40px;
+  color: #888;
+  font-size: 14px;
 }
-
-.playback-toggle {
-  background: var(--panel-bg);
-  border: 1px solid var(--panel-border);
-  color: var(--text-dim);
-  padding: 4px 8px;
-  font-size: 12px;
-  cursor: pointer;
-  border-radius: 2px;
+.story-spinner {
+  width: 32px;
+  height: 32px;
+  border: 3px solid #333;
+  border-top-color: #3b82f6;
+  border-radius: 50%;
+  animation: spin 0.8s linear infinite;
 }
-
-.playback-toggle:hover {
-  color: var(--accent);
-  border-color: var(--accent);
+@keyframes spin {
+  to { transform: rotate(360deg); }
 }
-
-.playback-panel {
-  position: absolute;
-  top: 100%;
-  right: 0;
-  margin-top: 8px;
-  background: var(--panel-bg);
-  border: 1px solid var(--accent);
-  border-radius: 4px;
-  width: 280px;
-  z-index: 100;
-  box-shadow: 0 4px 20px rgba(0, 0, 0, 0.5);
+.story-error {
+  color: #ef4444;
 }
-
-.playback-panel.hidden {
-  display: none;
+.story-share-bar {
+  display: flex;
+  gap: 6px;
+  background: rgba(255,255,255,0.05);
+  padding: 8px 12px;
+  border-radius: 16px;
+  border: 1px solid rgba(255,255,255,0.06);
 }
-
-.playback-header {
+.story-share-btn {
   display: flex;
-  justify-content: space-between;
+  flex-direction: column;
   align-items: center;
-  padding: 8px 12px;
-  border-bottom: 1px solid var(--panel-border);
+  gap: 4px;
+  background: none;
+  border: none;
+  color: #999;
+  padding: 10px 16px;
+  border-radius: 12px;
+  cursor: pointer;
   font-size: 11px;
-  text-transform: uppercase;
-  letter-spacing: 0.5px;
-  color: var(--accent);
+  font-family: inherit;
+  transition: background 0.2s, color 0.2s;
 }
-
-.playback-close {
+.story-share-btn:hover {
+  background: rgba(255,255,255,0.08);
+  color: #fff;
+}
+.story-share-btn svg {
+  flex-shrink: 0;
+}
+.story-share-btn.story-save:hover { color: #3b82f6; }
+.story-share-btn.story-whatsapp:hover { color: #25d366; }
+.story-share-btn.story-twitter:hover { color: #fff; }
+.story-share-btn.story-linkedin:hover { color: #0a66c2; }
+.story-share-btn.story-copy:hover { color: #eab308; }
+.country-intel-share-btn {
   background: none;
-  border: none;
-  color: var(--text-dim);
+  border: 1px solid #ff444440;
+  color: #ff4444;
   font-size: 16px;
   cursor: pointer;
-  padding: 0;
+  padding: 2px 8px;
+  border-radius: 4px;
+  margin-left: auto;
+  transition: background 0.2s;
+}
+.country-intel-share-btn:hover {
+  background: rgba(255, 68, 68, 0.15);
 }
 
-.playback-slider-container {
-  padding: 12px;
+.category-tag {
+  font-size: 8px;
+  padding: 1px 5px;
+  border-radius: 3px;
+  font-weight: 600;
+  border: 1px solid;
+  text-transform: uppercase;
+  letter-spacing: 0.3px;
 }
 
-.playback-slider {
-  width: 100%;
-  height: 4px;
-  -webkit-appearance: none;
-  appearance: none;
-  background: var(--panel-border);
-  border-radius: 2px;
-  outline: none;
+.item-title {
+  color: var(--text);
+  text-decoration: none;
+  font-size: 12px;
+  line-height: 1.4;
+  display: block;
 }
 
-.playback-slider::-webkit-slider-thumb {
-  -webkit-appearance: none;
-  width: 12px;
-  height: 12px;
-  background: var(--accent);
-  border-radius: 50%;
-  cursor: pointer;
+.item-title:hover {
+  color: var(--accent);
 }
 
-.playback-time {
-  text-align: center;
-  margin-top: 8px;
-  font-size: 12px;
-  color: var(--green);
+.item-time {
+  font-size: 9px;
+  color: var(--text-dim);
+  margin-top: 4px;
+}
+
+/* Clustering */
+.source-count {
+  background: var(--accent);
+  color: var(--bg);
+  padding: 1px 5px;
+  font-size: 8px;
   font-weight: bold;
+  border-radius: 8px;
 }
 
-.playback-time.historical {
-  color: var(--yellow);
+.cluster-meta {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  margin-top: 4px;
+  gap: 8px;
 }
 
-.playback-controls {
+.top-sources {
   display: flex;
-  justify-content: center;
   gap: 4px;
-  padding: 8px 12px 12px;
+  flex-wrap: wrap;
 }
 
-.playback-btn {
-  background: var(--panel-border);
-  border: none;
-  color: var(--text);
-  padding: 6px 10px;
-  font-size: 10px;
-  cursor: pointer;
+.top-source {
+  font-size: 8px;
+  padding: 1px 4px;
   border-radius: 2px;
+  background: var(--panel-border);
+  color: var(--text-dim);
 }
 
-.playback-btn:hover {
-  background: var(--accent);
-  color: var(--bg);
+.top-source.tier-1 {
+  background: rgba(0, 255, 136, 0.15);
+  color: var(--green);
 }
 
-.playback-btn.playback-live {
-  background: var(--green);
-  color: var(--bg);
-  font-weight: bold;
+.top-source.tier-2 {
+  background: rgba(0, 170, 255, 0.15);
+  color: var(--accent);
 }
 
-.playback-btn.playback-live.active {
-  background: var(--green);
+.top-source.tier-3 {
+  background: rgba(255, 170, 0, 0.15);
+  color: var(--yellow);
 }
 
-/* Playback mode indicator */
-body.playback-mode .header {
-  border-bottom: 2px solid var(--yellow);
+/* Source credibility tier badge */
+.tier-badge {
+  font-size: 9px;
+  font-weight: 600;
+  padding: 1px 5px;
+  border-radius: 3px;
+  margin-right: 4px;
+  letter-spacing: 0.3px;
 }
 
-body.playback-mode .status-dot {
-  background: var(--yellow);
-  animation: none;
+.tier-badge.tier-1 {
+  background: linear-gradient(135deg, rgba(0, 255, 136, 0.25), rgba(0, 200, 100, 0.15));
+  color: var(--green);
+  border: 1px solid rgba(0, 255, 136, 0.4);
 }
 
-/* Map */
-.map-container {
-  width: 100%;
-  height: 100%;
-  position: relative;
-  overflow: hidden;
-  background: var(--map-bg);
+.tier-badge.tier-2 {
+  background: rgba(0, 170, 255, 0.15);
+  color: var(--accent);
+  border: 1px solid rgba(0, 170, 255, 0.3);
 }
 
-.map-wrapper {
-  width: 100%;
-  height: 100%;
-  transition: transform 0.3s ease;
-  position: relative;
+/* "Also reported by" label */
+.also-reported {
+  font-size: 8px;
+  color: var(--text-dim);
+  margin-right: 4px;
+  font-style: italic;
 }
 
-#mapOverlays {
-  position: absolute;
-  top: 0;
-  left: 0;
-  width: 100%;
-  height: 100%;
-  pointer-events: none;
+/* Enhanced tier indicators for top sources */
+.top-source.tier-1 {
+  font-weight: 500;
+  border: 1px solid rgba(0, 255, 136, 0.3);
 }
 
-#mapOverlays > * {
-  pointer-events: auto;
+.top-source.tier-2 {
+  border: 1px solid rgba(0, 170, 255, 0.2);
 }
 
-.map-svg {
-  width: 100%;
-  height: 100%;
+.item.clustered {
+  border-left: 2px solid var(--border);
+  padding-left: 8px;
+  margin-left: -8px;
 }
 
-.map-controls {
-  position: absolute;
-  top: 10px;
-  right: 10px;
-  display: flex;
-  flex-direction: column;
-  gap: 4px;
-  z-index: 100;
+.item.clustered.alert {
+  border-left: 2px solid var(--red);
 }
 
-.map-control-btn {
-  width: 28px;
-  height: 28px;
-  background: rgba(20, 20, 20, 0.9);
-  border: 1px solid var(--border);
-  color: var(--text);
-  font-size: 14px;
-  cursor: pointer;
-  display: flex;
-  align-items: center;
-  justify-content: center;
+.item.clustered:hover {
+  border-left-color: var(--accent);
 }
 
-.map-control-btn:hover {
-  background: var(--border);
+/* Related assets */
+.related-assets {
+  margin-top: 8px;
+  padding: 8px;
+  border-radius: 8px;
+  background: rgba(7, 22, 17, 0.7);
+  border: 1px solid rgba(0, 255, 170, 0.2);
 }
 
-.time-slider {
-  position: absolute;
-  top: 10px;
-  left: 10px;
+.related-assets-header {
+  font-size: 9px;
+  color: var(--text-dim);
+  text-transform: uppercase;
+  letter-spacing: 0.6px;
   display: flex;
+  gap: 6px;
   align-items: center;
-  gap: 8px;
-  z-index: 100;
-  background: rgba(10, 15, 12, 0.95);
-  padding: 6px 10px;
-  border: 1px solid var(--border);
-  border-radius: 4px;
+  margin-bottom: 6px;
 }
 
-.time-slider-label {
-  font-size: 9px;
-  color: var(--text-dim);
-  letter-spacing: 1px;
-  font-weight: bold;
+.related-assets-range {
+  color: var(--accent);
 }
 
-.time-slider-buttons {
+.related-assets-list {
   display: flex;
-  gap: 2px;
+  flex-direction: column;
+  gap: 6px;
 }
 
-.time-btn {
-  padding: 3px 6px;
-  background: transparent;
-  border: 1px solid var(--border);
-  color: var(--text-dim);
-  font-family: inherit;
-  font-size: 9px;
+.related-asset {
+  display: grid;
+  grid-template-columns: auto 1fr auto;
+  gap: 6px;
+  align-items: center;
+  padding: 6px 8px;
+  border-radius: 6px;
+  background: rgba(10, 34, 26, 0.8);
+  border: 1px solid rgba(0, 255, 170, 0.15);
+  color: var(--text);
   cursor: pointer;
-  transition: all 0.2s ease;
+  text-align: left;
 }
 
-.time-btn:hover {
-  border-color: var(--primary);
-  color: var(--primary);
+.related-asset:hover {
+  border-color: rgba(0, 255, 170, 0.5);
+  box-shadow: 0 0 10px rgba(0, 255, 170, 0.2);
 }
 
-.time-btn.active {
-  background: var(--primary);
-  border-color: var(--primary);
-  color: var(--bg);
-  font-weight: bold;
+.related-asset-type {
+  font-size: 8px;
+  text-transform: uppercase;
+  color: var(--accent);
+  letter-spacing: 0.4px;
 }
 
-.layer-toggles {
-  position: absolute;
-  bottom: 10px;
-  left: 10px;
-  display: flex;
-  gap: 4px;
-  flex-wrap: wrap;
-  z-index: 100;
-  max-width: 300px;
+.related-asset-name {
+  font-size: 10px;
+  color: var(--text);
 }
 
-.layer-toggle {
-  padding: 3px 8px;
-  background: rgba(20, 20, 20, 0.9);
-  border: 1px solid var(--border);
-  color: var(--text-dim);
-  font-family: inherit;
+.related-asset-distance {
   font-size: 9px;
-  cursor: pointer;
-  text-transform: uppercase;
-  position: relative;
-  transition: color 0.2s ease, border-color 0.2s ease, opacity 0.2s ease;
-}
-
-.layer-toggle.active {
-  color: var(--green);
-  border-color: var(--green);
+  color: var(--text-dim);
 }
 
-.layer-toggle.auto-hidden {
-  color: var(--text-dim);
-  border-color: rgba(120, 120, 120, 0.6);
+/* Velocity */
+.velocity-badge {
+  font-size: 8px;
+  padding: 1px 5px;
+  border-radius: 8px;
+  font-weight: bold;
 }
 
-.layer-toggle.auto-hidden::after {
-  content: 'AUTO';
-  position: absolute;
-  top: -6px;
-  right: 2px;
-  font-size: 6px;
-  letter-spacing: 0.4px;
-  color: var(--text-dim);
-  opacity: 0.7;
+.velocity-badge.elevated {
+  background: rgba(255, 170, 0, 0.2);
+  color: var(--yellow);
 }
 
-.hotspot {
-  position: absolute;
-  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
-  transform-origin: center;
-  pointer-events: auto;
-  cursor: pointer;
-  z-index: 50;
+.velocity-badge.spike {
+  background: rgba(255, 68, 68, 0.2);
+  color: var(--red);
+  animation: pulse-velocity 1.5s infinite;
 }
 
-.hotspot-marker {
-  width: 12px;
-  height: 12px;
-  border-radius: 50%;
-  background: var(--yellow);
-  border: 2px solid var(--bg);
-  box-shadow: 0 0 8px var(--yellow);
+@keyframes pulse-velocity {
+  0%, 100% { opacity: 1; }
+  50% { opacity: 0.6; }
 }
 
-.hotspot-marker.high {
-  background: var(--red);
-  box-shadow: 0 0 12px var(--red);
-  animation: pulse-red 1s infinite;
+/* Sentiment */
+.sentiment-badge {
+  font-size: 9px;
+  padding: 0 3px;
 }
 
-.hotspot-marker.elevated {
-  background: var(--yellow);
-  box-shadow: 0 0 10px var(--yellow);
+.sentiment-badge.negative {
+  color: var(--red);
 }
 
-.hotspot-label {
-  position: absolute;
-  top: 16px;
-  left: 50%;
-  transform: translateX(-50%) scale(calc(var(--label-scale, 1) / var(--marker-scale, 1)));
-  transform-origin: top center;
-  white-space: nowrap;
-  font-size: 8px;
-  color: var(--text);
-  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
-  text-transform: uppercase;
-  letter-spacing: 1px;
+.sentiment-badge.positive {
+  color: var(--green);
 }
 
-.hotspot-breaking {
-  position: absolute;
-  bottom: 18px;
-  left: 50%;
-  transform: translateX(-50%);
-  white-space: nowrap;
-  font-size: 7px;
+/* Deviation indicators */
+.deviation-indicator {
+  font-size: 9px;
   font-weight: bold;
-  color: var(--bg);
-  background: var(--red);
-  padding: 1px 4px;
-  letter-spacing: 0.5px;
-  animation: pulse-breaking 0.8s ease-in-out infinite;
+  margin-left: 8px;
+  padding: 1px 6px;
+  border-radius: 8px;
 }
 
-@keyframes pulse-breaking {
-  0%, 100% { opacity: 1; }
-  50% { opacity: 0.6; }
+.deviation-indicator.elevated {
+  background: rgba(255, 170, 0, 0.2);
+  color: var(--yellow);
 }
 
-@keyframes pulse-red {
-  0%, 100% { opacity: 0.8; transform: scale(1); }
-  50% { opacity: 1; transform: scale(1.1); }
+.deviation-indicator.spike {
+  background: rgba(255, 68, 68, 0.2);
+  color: var(--red);
+  animation: pulse-alert 1s infinite;
 }
 
-/* Cable paths */
-.cable-path {
-  fill: none;
-  stroke: #00ffaa;
-  stroke-width: 1.5;
-  opacity: 0.6;
-  filter: drop-shadow(0 0 3px #00ffaa);
-  cursor: pointer;
-  pointer-events: stroke;
-  transition: all 0.2s ease;
+.deviation-indicator.quiet {
+  background: rgba(100, 100, 100, 0.2);
+  color: var(--text-dim);
 }
 
-.cable-path:hover {
-  stroke-width: 3;
-  opacity: 1;
-  filter: drop-shadow(0 0 8px #00ffaa) drop-shadow(0 0 15px #00ffaa);
-  animation: cable-pulse 0.6s ease-in-out infinite;
+/* Signal Modal */
+.signal-modal-overlay {
+  position: fixed;
+  top: 0;
+  left: 0;
+  right: 0;
+  bottom: 0;
+  background: rgba(0, 0, 0, 0.8);
+  display: none;
+  justify-content: center;
+  align-items: center;
+  z-index: 1000;
 }
 
-.cable-path.cable-fault {
-  stroke: #ff4d4d;
-  filter: drop-shadow(0 0 4px #ff4d4d);
+.signal-modal-overlay.active {
+  display: flex;
 }
 
-.cable-path.cable-degraded {
-  stroke: #ffcc00;
-  filter: drop-shadow(0 0 4px #ffcc00);
+.signal-modal {
+  background: #0a0a0a;
+  border: 1px solid var(--accent);
+  border-radius: 4px;
+  width: 90%;
+  max-width: 500px;
+  max-height: 80vh;
+  overflow: hidden;
+  box-shadow: 0 0 30px rgba(0, 170, 255, 0.3);
+  animation: signal-pulse 0.5s ease-out;
 }
 
-@keyframes cable-pulse {
-  0%, 100% {
-    opacity: 1;
-    stroke-width: 3;
-  }
-  50% {
-    opacity: 0.5;
-    stroke-width: 4;
-  }
+@keyframes signal-pulse {
+  0% { transform: scale(0.9); opacity: 0; }
+  50% { transform: scale(1.02); }
+  100% { transform: scale(1); opacity: 1; }
 }
 
-/* Pipeline paths */
-.pipeline-path {
-  cursor: pointer;
-  pointer-events: stroke;
-  transition: all 0.2s ease;
+.signal-modal-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  padding: 12px 16px;
+  background: var(--accent);
+  color: var(--bg);
 }
 
-.pipeline-path.pipeline-oil {
-  filter: drop-shadow(0 0 3px #ff6b35);
+.signal-modal-title {
+  font-weight: bold;
+  font-size: 14px;
+  letter-spacing: 1px;
 }
 
-.pipeline-path.pipeline-gas {
-  filter: drop-shadow(0 0 3px #00b4d8);
+.signal-modal-close {
+  background: none;
+  border: none;
+  color: var(--bg);
+  font-size: 20px;
+  cursor: pointer;
+  padding: 0 4px;
 }
 
-.pipeline-path.pipeline-products {
-  filter: drop-shadow(0 0 3px #ffd166);
+.signal-modal-content {
+  padding: 16px;
+  max-height: 400px;
+  overflow-y: auto;
 }
 
-.pipeline-path:hover {
-  stroke-width: 4 !important;
-  opacity: 1 !important;
+.signal-item {
+  padding: 12px;
+  margin-bottom: 12px;
+  background: rgba(0, 0, 0, 0.3);
+  border-left: 3px solid var(--accent);
+  border-radius: 2px;
 }
 
-.pipeline-path.pipeline-oil:hover {
-  filter: drop-shadow(0 0 8px #ff6b35) drop-shadow(0 0 15px #ff6b35);
+.signal-item:last-child {
+  margin-bottom: 0;
 }
 
-.pipeline-path.pipeline-gas:hover {
-  filter: drop-shadow(0 0 8px #00b4d8) drop-shadow(0 0 15px #00b4d8);
+.signal-item.velocity_spike {
+  border-left-color: var(--red);
 }
 
-.pipeline-path.pipeline-products:hover {
-  filter: drop-shadow(0 0 8px #ffd166) drop-shadow(0 0 15px #ffd166);
+.signal-item.keyword_spike {
+  border-left-color: #ff8c42;
 }
 
-/* Related asset highlights */
-.asset-highlight {
-  animation: asset-pulse 1.2s ease-in-out infinite;
+.signal-item.prediction_leads_news {
+  border-left-color: var(--yellow);
 }
 
-.base-marker.asset-highlight,
-.datacenter-marker.asset-highlight,
-.nuclear-marker.asset-highlight {
-  z-index: 30;
-  box-shadow: 0 0 12px rgba(0, 255, 170, 0.6);
+.signal-item.silent_divergence {
+  border-left-color: var(--green);
 }
 
-.pipeline-path.asset-highlight {
-  stroke-width: 4.5 !important;
-  filter: drop-shadow(0 0 10px rgba(255, 255, 255, 0.6));
-  animation: asset-pulse-glow 1.2s ease-in-out infinite;
+.signal-item.convergence {
+  border-left-color: #00d4ff;
 }
 
-.cable-path.asset-highlight {
-  stroke-width: 3.5;
-  opacity: 1;
-  filter: drop-shadow(0 0 10px rgba(0, 255, 170, 0.8));
-  animation: asset-pulse-glow 1.2s ease-in-out infinite;
+.signal-item.triangulation {
+  border-left-color: #ff6b00;
 }
 
-@keyframes asset-pulse {
-  0%, 100% {
-    transform: scale(1);
-    opacity: 1;
-  }
-  50% {
-    transform: scale(1.05);
-    opacity: 0.7;
-  }
+.signal-item.flow_drop {
+  border-left-color: #6f42c1;
 }
 
-@keyframes asset-pulse-glow {
-  0%, 100% {
-    opacity: 1;
-  }
-  50% {
-    opacity: 0.6;
-  }
+.signal-item.flow_price_divergence {
+  border-left-color: #2ec4b6;
 }
 
-/* Pipeline popup header colors */
-.popup-header.pipeline.oil {
-  border-bottom-color: #ff6b35;
+.signal-type {
+  font-size: 10px;
+  text-transform: uppercase;
+  color: var(--text-dim);
+  margin-bottom: 4px;
 }
 
-.popup-header.pipeline.gas {
-  border-bottom-color: #00b4d8;
+.signal-title {
+  font-weight: bold;
+  font-size: 13px;
+  color: var(--text);
+  margin-bottom: 6px;
 }
 
-.popup-header.pipeline.products {
-  border-bottom-color: #ffd166;
+.signal-description {
+  font-size: 12px;
+  color: var(--text);
+  line-height: 1.4;
+  margin-bottom: 8px;
 }
 
-/* Cable popup header */
-.popup-header.cable {
-  border-bottom-color: #00ffaa;
+.signal-actions {
+  margin-top: 8px;
 }
 
-/* Cable advisory & repair ship markers */
-.cable-advisory-marker,
-.repair-ship-marker {
-  position: absolute;
-  display: flex;
-  flex-direction: column;
-  align-items: center;
-  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
-  transform-origin: center;
+.suppress-keyword-btn {
+  border: 1px solid rgba(255, 140, 66, 0.5);
+  background: rgba(255, 140, 66, 0.12);
+  color: #ffae6f;
+  font-size: 11px;
+  padding: 4px 8px;
+  border-radius: 4px;
   cursor: pointer;
-  z-index: 16;
 }
 
-.cable-advisory-marker.fault {
-  --cable-advisory-color: #ff4d4d;
-  animation: cable-advisory-pulse 1.4s ease-in-out infinite;
+.suppress-keyword-btn:hover {
+  background: rgba(255, 140, 66, 0.2);
 }
 
-.cable-advisory-marker.degraded {
-  --cable-advisory-color: #ffcc00;
+.signal-meta {
+  display: flex;
+  gap: 12px;
+  font-size: 10px;
+  color: var(--text-dim);
 }
 
-.cable-advisory-icon {
-  font-size: 14px;
-  filter: drop-shadow(0 0 6px var(--cable-advisory-color, #ff4d4d));
+.signal-confidence {
+  color: var(--accent);
 }
 
-.cable-advisory-label {
-  font-size: 8px;
-  color: var(--cable-advisory-color, #ff4d4d);
-  text-transform: uppercase;
-  letter-spacing: 0.4px;
-  margin-top: 2px;
-  white-space: nowrap;
-  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
+.signal-topics {
+  display: flex;
+  gap: 4px;
+  flex-wrap: wrap;
+  margin-top: 8px;
 }
 
-.repair-ship-marker {
-  --repair-ship-color: #5fd1ff;
+.signal-topic {
+  font-size: 9px;
+  padding: 2px 6px;
+  background: rgba(0, 170, 255, 0.15);
+  color: var(--accent);
+  border-radius: 8px;
 }
 
-.repair-ship-marker.on-station {
-  --repair-ship-color: #00ffaa;
+.signal-modal-footer {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  padding: 12px 16px;
+  border-top: 1px solid var(--panel-border);
 }
 
-.repair-ship-icon {
-  font-size: 14px;
-  filter: drop-shadow(0 0 6px var(--repair-ship-color, #5fd1ff));
+.signal-audio-toggle {
+  display: flex;
+  align-items: center;
+  gap: 6px;
+  font-size: 11px;
+  color: var(--text-dim);
+  cursor: pointer;
 }
 
-.repair-ship-label {
-  font-size: 8px;
-  color: var(--repair-ship-color, #5fd1ff);
+.signal-dismiss-btn {
+  background: var(--accent);
+  border: none;
+  color: var(--bg);
+  padding: 6px 16px;
+  font-size: 11px;
+  cursor: pointer;
+  border-radius: 2px;
   text-transform: uppercase;
-  letter-spacing: 0.4px;
-  margin-top: 2px;
-  white-space: nowrap;
-  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
+  letter-spacing: 0.5px;
 }
 
-@keyframes cable-advisory-pulse {
-  0%, 100% { opacity: 1; transform: translate(-50%, -50%) scale(var(--marker-scale, 1)); }
-  50% { opacity: 0.7; transform: translate(-50%, -50%) scale(calc(var(--marker-scale, 1) * 1.15)); }
+.signal-dismiss-btn:hover {
+  opacity: 0.9;
 }
 
-/* Protest / Social Unrest markers */
-.protest-marker {
-  position: absolute;
-  display: flex;
-  flex-direction: column;
-  align-items: center;
-  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
-  transform-origin: center;
-  cursor: pointer;
-  z-index: 18;
-  --protest-color: #ff9900;
+/* Header flash for signals */
+.header.signal-flash {
+  animation: header-flash 0.5s ease-out 3;
 }
 
-.protest-marker.low {
-  --protest-color: #ffcc00;
+@keyframes header-flash {
+  0%, 100% { background: var(--panel-bg); }
+  50% { background: rgba(0, 170, 255, 0.3); }
 }
 
-.protest-marker.medium {
-  --protest-color: #ff9900;
+/* Playback Control */
+.playback-control {
+  position: relative;
 }
 
-.protest-marker.high {
-  --protest-color: #ff4444;
-  animation: protest-pulse 1.5s ease-in-out infinite;
+.playback-toggle {
+  background: var(--panel-bg);
+  border: 1px solid var(--panel-border);
+  color: var(--text-dim);
+  padding: 4px 8px;
+  font-size: 12px;
+  cursor: pointer;
+  border-radius: 2px;
 }
 
-.protest-marker.riot {
-  --protest-color: #ff2222;
+.playback-toggle:hover {
+  color: var(--accent);
+  border-color: var(--accent);
 }
 
-.protest-marker.validated {
-  filter: drop-shadow(0 0 8px var(--protest-color));
+.playback-panel {
+  position: absolute;
+  top: 100%;
+  right: 0;
+  margin-top: 8px;
+  background: var(--panel-bg);
+  border: 1px solid var(--accent);
+  border-radius: 4px;
+  width: 280px;
+  z-index: 100;
+  box-shadow: 0 4px 20px rgba(0, 0, 0, 0.5);
 }
 
-.protest-icon {
-  font-size: 16px;
-  filter: drop-shadow(0 0 6px var(--protest-color));
+.playback-panel.hidden {
+  display: none;
 }
 
-.protest-label {
-  font-size: 8px;
-  color: var(--protest-color);
+.playback-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  padding: 8px 12px;
+  border-bottom: 1px solid var(--panel-border);
+  font-size: 11px;
   text-transform: uppercase;
-  letter-spacing: 0.4px;
-  margin-top: 2px;
-  white-space: nowrap;
-  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
-  max-width: 80px;
-  overflow: hidden;
-  text-overflow: ellipsis;
-}
-
-@keyframes protest-pulse {
-  0%, 100% { opacity: 1; transform: translate(-50%, -50%) scale(var(--marker-scale, 1)); }
-  50% { opacity: 0.8; transform: translate(-50%, -50%) scale(calc(var(--marker-scale, 1) * 1.2)); }
+  letter-spacing: 0.5px;
+  color: var(--accent);
 }
 
-/* Popup styles for protests */
-.popup-header.protest {
-  background: linear-gradient(90deg, var(--protest-color, #ff9900) 0%, transparent 100%);
+.playback-close {
+  background: none;
+  border: none;
+  color: var(--text-dim);
+  font-size: 16px;
+  cursor: pointer;
+  padding: 0;
 }
 
-.popup-header.protest.high {
-  --protest-color: #ff4444;
+.playback-slider-container {
+  padding: 12px;
 }
 
-.popup-header.protest.medium {
-  --protest-color: #ff9900;
+.playback-slider {
+  width: 100%;
+  height: 4px;
+  -webkit-appearance: none;
+  appearance: none;
+  background: var(--panel-border);
+  border-radius: 2px;
+  outline: none;
 }
 
-.popup-header.protest.low {
-  --protest-color: #ffcc00;
+.playback-slider::-webkit-slider-thumb {
+  -webkit-appearance: none;
+  width: 12px;
+  height: 12px;
+  background: var(--accent);
+  border-radius: 50%;
+  cursor: pointer;
 }
 
-.popup-icon {
-  font-size: 16px;
-  margin-right: 6px;
+.playback-time {
+  text-align: center;
+  margin-top: 8px;
+  font-size: 12px;
+  color: var(--green);
+  font-weight: bold;
 }
 
-.popup-badge.verified {
-  background: #00cc66;
-  color: #000;
+.playback-time.historical {
+  color: var(--yellow);
 }
 
-.popup-tags {
+.playback-controls {
   display: flex;
-  flex-wrap: wrap;
+  justify-content: center;
   gap: 4px;
-  margin-top: 8px;
-}
-
-.popup-tag {
-  background: var(--panel-bg);
-  border: 1px solid var(--border);
-  border-radius: 3px;
-  padding: 2px 6px;
-  font-size: 9px;
-  text-transform: uppercase;
-  color: var(--text-muted);
+  padding: 8px 12px 12px;
 }
 
-.popup-related {
-  margin-top: 8px;
+.playback-btn {
+  background: var(--panel-border);
+  border: none;
+  color: var(--text);
+  padding: 6px 10px;
   font-size: 10px;
-  color: var(--text-muted);
-  font-style: italic;
-}
-
-.stat-value.alert {
-  color: #ff4444;
-  font-weight: bold;
-}
-
-/* Internet Outage markers */
-.outage-marker {
-  position: absolute;
-  display: flex;
-  flex-direction: column;
-  align-items: center;
-  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
-  transform-origin: center;
   cursor: pointer;
-  z-index: 15;
+  border-radius: 2px;
 }
 
-.outage-marker.partial {
-  --outage-color: #ffaa00;
+.playback-btn:hover {
+  background: var(--accent);
+  color: var(--bg);
 }
 
-.outage-marker.major {
-  --outage-color: #ff6644;
+.playback-btn.playback-live {
+  background: var(--green);
+  color: var(--bg);
+  font-weight: bold;
 }
 
-.outage-marker.total {
-  --outage-color: #ff2222;
-  animation: outage-pulse 1.5s ease-in-out infinite;
+.playback-btn.playback-live.active {
+  background: var(--green);
 }
 
-.outage-icon {
-  font-size: 14px;
-  filter: drop-shadow(0 0 4px var(--outage-color, #ffaa00));
+/* Playback mode indicator */
+body.playback-mode .header {
+  border-bottom: 2px solid var(--yellow);
 }
 
-.outage-label {
-  font-size: 8px;
-  color: var(--outage-color, #ffaa00);
-  white-space: nowrap;
-  text-transform: uppercase;
-  letter-spacing: 0.5px;
-  margin-top: 2px;
-  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
+body.playback-mode .status-dot {
+  background: var(--yellow);
+  animation: none;
 }
 
-@keyframes outage-pulse {
-  0%, 100% { opacity: 1; transform: translate(-50%, -50%) scale(var(--marker-scale, 1)); }
-  50% { opacity: 0.6; transform: translate(-50%, -50%) scale(calc(var(--marker-scale, 1) * 1.2)); }
+/* Map */
+.map-container {
+  width: 100%;
+  height: 100%;
+  position: relative;
+  overflow: hidden;
+  background: var(--map-bg);
 }
 
-/* Outage popup header */
-.popup-header.outage.total {
-  border-bottom-color: #ff2222;
+.map-wrapper {
+  width: 100%;
+  height: 100%;
+  transition: transform 0.3s ease;
+  position: relative;
+  transform-origin: 0 0;
 }
 
-.popup-header.outage.major {
-  border-bottom-color: #ff6644;
+.map-cluster-canvas {
+  position: absolute;
+  inset: 0;
+  width: 100%;
+  height: 100%;
+  pointer-events: none;
 }
 
-.popup-header.outage.partial {
-  border-bottom-color: #ffaa00;
+#mapOverlays {
+  position: absolute;
+  top: 0;
+  left: 0;
+  width: 100%;
+  height: 100%;
+  pointer-events: none;
 }
 
-/* Conflict zones */
-.conflict-zone {
-  fill: rgba(255, 68, 68, 0.2);
-  stroke: var(--red);
-  stroke-width: 1;
-  stroke-dasharray: 4, 2;
-  animation: pulse-conflict 2s ease-in-out infinite;
-  transition: opacity 0.2s ease;
+#mapOverlays > * {
+  pointer-events: auto;
 }
 
-.conflict-label {
-  fill: var(--red);
-  font-size: 9px;
-  font-weight: bold;
-  text-transform: uppercase;
-  letter-spacing: 1px;
-  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg), 0 0 12px var(--bg);
+.map-flash {
+  position: absolute;
+  width: 12px;
+  height: 12px;
+  margin: -6px 0 0 -6px;
+  border-radius: 50%;
+  background: rgba(0, 255, 170, 0.85);
+  box-shadow: 0 0 14px rgba(0, 255, 170, 0.9);
   pointer-events: none;
-  display: none; /* Replaced by HTML overlay */
+  animation: mapFlashPulse var(--flash-duration, 2000ms) ease-out forwards;
 }
 
-.conflict-label-overlay {
+.map-flash::after {
+  content: '';
   position: absolute;
-  transform: translate(-50%, -50%) scale(var(--label-scale, 1));
-  transform-origin: center;
-  color: var(--red);
-  font-size: 10px;
-  font-weight: bold;
-  text-transform: uppercase;
-  letter-spacing: 1px;
-  text-shadow:
-    0 0 4px var(--bg),
-    0 0 8px var(--bg),
-    0 0 12px var(--bg);
-  cursor: pointer;
-  white-space: nowrap;
-  z-index: 55;
-  transition: opacity 0.2s ease;
-}
-
-.conflict-label-overlay:hover {
-  color: #ff6666;
-  text-shadow:
-    0 0 6px var(--bg),
-    0 0 12px var(--bg),
-    0 0 18px var(--red);
+  inset: -14px;
+  border-radius: 50%;
+  border: 2px solid rgba(0, 255, 170, 0.7);
+  animation: mapFlashRing var(--flash-duration, 2000ms) ease-out forwards;
 }
 
-@keyframes pulse-conflict {
-  0%, 100% { fill: rgba(255, 68, 68, 0.15); }
-  50% { fill: rgba(255, 68, 68, 0.3); }
+@keyframes mapFlashPulse {
+  0% {
+    transform: scale(0.6);
+    opacity: 1;
+  }
+  100% {
+    transform: scale(2.6);
+    opacity: 0;
+  }
 }
 
-/* Base markers */
-.base-marker {
-  position: absolute;
-  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
-  transform-origin: center;
-  width: 8px;
-  height: 8px;
-  border-radius: 50%;
-  z-index: 40;
-  cursor: pointer;
-  transition: opacity 0.2s ease, transform 0.2s ease;
+@keyframes mapFlashRing {
+  0% {
+    transform: scale(0.4);
+    opacity: 0.9;
+  }
+  100% {
+    transform: scale(3.6);
+    opacity: 0;
+  }
 }
 
-.base-marker:hover {
-  transform: translate(-50%, -50%) scale(calc(var(--marker-scale, 1) * 1.3));
+.map-svg {
+  display: block;
+  width: 100%;
+  height: 100%;
 }
 
-.base-marker.us-nato {
-  background: #4488ff;
-  box-shadow: 0 0 6px #4488ff;
+.map-controls {
+  position: absolute;
+  top: 10px;
+  right: 10px;
+  display: flex;
+  flex-direction: column;
+  gap: 4px;
+  z-index: 500;
+  pointer-events: auto;
 }
 
-.base-marker.china {
-  background: #ff8844;
-  box-shadow: 0 0 6px #ff8844;
+.map-control-btn {
+  width: 28px;
+  height: 28px;
+  background: rgba(20, 20, 20, 0.9);
+  border: 1px solid var(--border);
+  color: var(--text);
+  font-size: 14px;
+  cursor: pointer;
+  display: flex;
+  align-items: center;
+  justify-content: center;
 }
 
-.base-marker.russia {
-  background: #ff4444;
-  box-shadow: 0 0 6px #ff4444;
+.map-control-btn:hover {
+  background: var(--border);
 }
 
-/* UK - Union Jack blue */
-.base-marker.uk {
-  background: #44aaff;
-  box-shadow: 0 0 6px #44aaff;
+.time-slider {
+  position: absolute;
+  top: 10px;
+  left: 10px;
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  z-index: 100;
+  background: rgba(10, 15, 12, 0.95);
+  padding: 6px 10px;
+  border: 1px solid var(--border);
+  border-radius: 4px;
 }
 
-/* France - French blue */
-.base-marker.france {
-  background: #0055a4;
-  box-shadow: 0 0 6px #0055a4;
+.time-slider-label {
+  font-size: 9px;
+  color: var(--text-dim);
+  letter-spacing: 1px;
+  font-weight: bold;
 }
 
-/* India - Saffron orange */
-.base-marker.india {
-  background: #ff9933;
-  box-shadow: 0 0 6px #ff9933;
+.time-slider-buttons {
+  display: flex;
+  gap: 2px;
 }
 
-/* Italy - Italian green */
-.base-marker.italy {
-  background: #009246;
-  box-shadow: 0 0 6px #009246;
+.time-btn {
+  padding: 3px 6px;
+  background: transparent;
+  border: 1px solid var(--border);
+  color: var(--text-dim);
+  font-family: inherit;
+  font-size: 9px;
+  cursor: pointer;
+  transition: all 0.2s ease;
 }
 
-/* UAE - Emirates green */
-.base-marker.uae {
-  background: #00732f;
-  box-shadow: 0 0 6px #00732f;
+.time-btn:hover {
+  border-color: var(--primary);
+  color: var(--primary);
 }
 
-/* Turkey - Turkish red */
-.base-marker.turkey {
-  background: #e30a17;
-  box-shadow: 0 0 6px #e30a17;
+.time-btn.active {
+  background: var(--primary);
+  border-color: var(--primary);
+  color: var(--bg);
+  font-weight: bold;
 }
 
-/* Japan - Rising sun red */
-.base-marker.japan {
-  background: #bc002d;
-  box-shadow: 0 0 6px #bc002d;
+.layer-toggles:not(.deckgl-layer-toggles) {
+  position: absolute;
+  bottom: 10px;
+  left: 10px;
+  display: flex;
+  gap: 4px;
+  flex-wrap: wrap;
+  z-index: 100;
+  max-width: 300px;
 }
 
-/* Other nations */
-.base-marker.other {
-  background: #888888;
-  box-shadow: 0 0 6px #888888;
+.layer-toggles:not(.deckgl-layer-toggles) .layer-toggle {
+  padding: 3px 8px;
+  background: rgba(20, 20, 20, 0.9);
+  border: 1px solid var(--border);
+  color: var(--text-dim);
+  font-family: inherit;
+  font-size: 9px;
+  cursor: pointer;
+  text-transform: uppercase;
+  position: relative;
+  transition: color 0.2s ease, border-color 0.2s ease, opacity 0.2s ease;
 }
 
-.base-label {
+.layer-toggles:not(.deckgl-layer-toggles) .layer-toggle.active {
+  color: var(--green);
+  border-color: var(--green);
+}
+
+.layer-toggles:not(.deckgl-layer-toggles) .layer-toggle.auto-hidden {
+  color: var(--text-dim);
+  border-color: rgba(120, 120, 120, 0.6);
+}
+
+.layer-toggles:not(.deckgl-layer-toggles) .layer-toggle.auto-hidden::after {
+  content: 'AUTO';
   position: absolute;
-  top: 14px;
-  left: 50%;
-  transform: translateX(-50%) scale(calc(var(--label-scale, 1) * var(--marker-scale, 1)));
-  transform-origin: top center;
-  font-size: 8px;
-  font-weight: 600;
-  color: var(--text);
-  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
-  white-space: nowrap;
-  text-transform: uppercase;
-  pointer-events: none;
-  opacity: 0;
-  transition: opacity 0.2s ease;
+  top: -6px;
+  right: 2px;
+  font-size: 6px;
+  letter-spacing: 0.4px;
+  color: var(--text-dim);
+  opacity: 0.7;
 }
 
-.base-marker:hover .base-label,
-.base-marker.active .base-label {
-  opacity: 1;
+.layer-toggles:not(.deckgl-layer-toggles) .layer-toggle.loading {
+  animation: layer-loading 0.8s ease-in-out infinite;
+  border-color: var(--yellow);
+  color: var(--yellow);
 }
 
-.base-marker.us-nato .base-label { color: #4488ff; }
-.base-marker.china .base-label { color: #ff8844; }
-.base-marker.russia .base-label { color: #ff4444; }
-.base-marker.uk .base-label { color: #44aaff; }
-.base-marker.france .base-label { color: #0055a4; }
-.base-marker.india .base-label { color: #ff9933; }
-.base-marker.italy .base-label { color: #009246; }
-.base-marker.uae .base-label { color: #00732f; }
-.base-marker.turkey .base-label { color: #e30a17; }
-.base-marker.japan .base-label { color: #bc002d; }
-.base-marker.other .base-label { color: #888888; }
+@keyframes layer-loading {
+  0%, 100% { opacity: 1; }
+  50% { opacity: 0.4; }
+}
 
-/* Earthquake markers */
-.earthquake-marker {
-  position: absolute;
-  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
-  transform-origin: center;
+.layer-help-btn {
+  width: 20px;
+  height: 20px;
+  padding: 0;
+  background: rgba(20, 20, 20, 0.9);
+  border: 1px solid var(--border);
   border-radius: 50%;
-  background: rgba(255, 165, 0, 0.6);
-  border: 2px solid #ff8c00;
-  box-shadow: 0 0 10px rgba(255, 165, 0, 0.8);
-  animation: quake-pulse 1.5s ease-in-out infinite;
+  color: var(--text-dim);
+  font-family: inherit;
+  font-size: 11px;
+  font-weight: bold;
   cursor: pointer;
-  z-index: 45;
-  transition: opacity 0.2s ease;
+  transition: all 0.2s ease;
+  display: flex;
+  align-items: center;
+  justify-content: center;
 }
 
-.earthquake-marker:hover {
-  background: rgba(255, 165, 0, 0.9);
+.layer-help-btn:hover {
+  color: var(--accent);
+  border-color: var(--accent);
+  background: rgba(40, 40, 40, 0.95);
 }
 
-.earthquake-label {
+.layer-help-popup {
   position: absolute;
-  top: 100%;
-  left: 50%;
-  transform: translateX(-50%) scale(calc(var(--label-scale, 1) / var(--marker-scale, 1)));
-  transform-origin: top center;
-  white-space: nowrap;
-  font-size: 8px;
-  color: #ff8c00;
-  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
-  font-weight: bold;
-  margin-top: 2px;
-  transition: opacity 0.2s ease;
+  bottom: 40px;
+  left: 10px;
+  width: 360px;
+  max-height: 70vh;
+  background: rgba(10, 10, 10, 0.98);
+  border: 1px solid var(--border);
+  border-radius: 4px;
+  z-index: 200;
+  overflow: hidden;
+  box-shadow: 0 8px 32px rgba(0, 0, 0, 0.6);
 }
 
-@keyframes quake-pulse {
-  0%, 100% { opacity: 0.7; }
-  50% { opacity: 1; }
+.layer-help-header {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  padding: 10px 12px;
+  background: rgba(30, 30, 30, 0.8);
+  border-bottom: 1px solid var(--border);
+  font-size: 11px;
+  font-weight: bold;
+  text-transform: uppercase;
+  letter-spacing: 1px;
+  color: var(--accent);
 }
 
-/* Nuclear markers */
-.nuclear-marker {
-  position: absolute;
-  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
-  transform-origin: center;
-  width: 10px;
-  height: 10px;
-  border-radius: 2px;
-  z-index: 42;
+.layer-help-close {
+  width: 20px;
+  height: 20px;
+  padding: 0;
+  background: transparent;
+  border: none;
+  color: var(--text-dim);
+  font-size: 16px;
   cursor: pointer;
-  transition: opacity 0.2s ease;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  transition: color 0.2s;
 }
 
-.nuclear-marker.active {
-  background: #ffff00;
-  box-shadow: 0 0 8px #ffff00, 0 0 16px #ffff00;
-  animation: nuclear-pulse 1.2s ease-in-out infinite;
+.layer-help-close:hover {
+  color: var(--accent);
 }
 
-.nuclear-marker.contested {
-  background: #ff0000;
-  box-shadow: 0 0 10px #ff0000, 0 0 20px #ff0000;
-  animation: nuclear-alert 0.6s ease-in-out infinite;
+.layer-help-content {
+  padding: 8px;
+  overflow-y: auto;
+  max-height: calc(70vh - 45px);
 }
 
-.nuclear-marker.inactive {
-  background: #666;
-  box-shadow: 0 0 4px #666;
+.layer-help-section {
+  margin-bottom: 12px;
 }
 
-.nuclear-label {
-  position: absolute;
-  top: 14px;
-  left: 50%;
-  transform: translateX(-50%) scale(calc(var(--label-scale, 1) / var(--marker-scale, 1)));
-  transform-origin: top center;
-  white-space: nowrap;
-  font-size: 7px;
-  color: #ffff00;
-  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
+.layer-help-section:last-child {
+  margin-bottom: 4px;
+}
+
+.layer-help-title {
+  font-size: 9px;
   font-weight: bold;
   text-transform: uppercase;
-  transition: opacity 0.2s ease;
+  letter-spacing: 1px;
+  color: var(--green);
+  margin-bottom: 6px;
+  padding-left: 4px;
+  border-left: 2px solid var(--green);
 }
 
-.nuclear-marker.contested .nuclear-label {
-  color: #ff0000;
+.layer-help-item {
+  display: flex;
+  gap: 8px;
+  font-size: 10px;
+  color: var(--text-dim);
+  padding: 4px 6px;
+  line-height: 1.4;
 }
 
-@keyframes nuclear-pulse {
-  0%, 100% { opacity: 0.8; }
-  50% { opacity: 1; }
+.layer-help-item span {
+  flex-shrink: 0;
+  min-width: 80px;
+  font-weight: bold;
+  color: var(--accent);
+  font-size: 9px;
 }
 
-@keyframes nuclear-alert {
-  0%, 100% { opacity: 0.7; }
-  50% { opacity: 1; }
+.layer-help-item:hover {
+  background: rgba(255, 255, 255, 0.03);
 }
 
-/* Gamma Irradiators */
-.irradiator-marker {
-  position: absolute;
-  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
-  transform-origin: center;
-  width: 8px;
-  height: 8px;
-  border-radius: 50%;
-  background: #00ffaa;
-  box-shadow: 0 0 6px #00ffaa, 0 0 12px #00ffaa40;
-  z-index: 41;
-  cursor: pointer;
-  border: 1px solid #00aa77;
-}
-
-.irradiator-marker:hover {
-  background: #44ffcc;
-  box-shadow: 0 0 10px #00ffaa, 0 0 20px #00ffaa60;
-}
-
-.irradiator-label {
-  position: absolute;
-  top: 12px;
-  left: 50%;
-  transform: translateX(-50%) scale(calc(var(--label-scale, 1) / var(--marker-scale, 1)));
-  transform-origin: top center;
-  white-space: nowrap;
-  font-size: 6px;
-  color: #00ffaa;
-  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
-  font-weight: bold;
-  text-transform: uppercase;
+.layer-help-note {
+  font-size: 9px;
+  color: var(--yellow);
+  font-style: italic;
+  padding: 2px 6px;
+  margin-top: 2px;
   opacity: 0.8;
 }
 
-.popup-header.irradiator {
-  background: linear-gradient(135deg, #00442220, #00221110);
-  border-left: 3px solid #00ffaa;
-}
-
-/* AI Data Centers */
-.datacenter-marker {
+.hotspot {
   position: absolute;
   transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
   transform-origin: center;
-  width: 12px;
-  height: 12px;
-  border-radius: 2px;
-  background: #8844ff;
-  box-shadow: 0 0 8px #8844ff80, 0 0 16px #8844ff40;
-  z-index: 42;
+  pointer-events: auto;
   cursor: pointer;
-  border: 1px solid #6633cc;
-  display: flex;
-  align-items: center;
-  justify-content: center;
-}
-
-.datacenter-marker.existing {
-  background: #8844ff;
-  border-color: #6633cc;
-  box-shadow: 0 0 8px #8844ff80, 0 0 16px #8844ff40;
-}
-
-.datacenter-marker.planned {
-  background: transparent;
-  border: 1px dashed #8844ff;
-  box-shadow: 0 0 8px #8844ff40;
+  z-index: 50;
 }
 
-.datacenter-marker:hover {
-  background: #aa66ff;
-  box-shadow: 0 0 12px #8844ff, 0 0 24px #8844ff60;
+.hotspot-marker {
+  width: 12px;
+  height: 12px;
+  border-radius: 50%;
+  background: var(--yellow);
+  border: 2px solid var(--bg);
+  box-shadow: 0 0 8px var(--yellow);
 }
 
-.datacenter-marker.planned:hover {
-  background: #8844ff40;
+.hotspot-marker.high {
+  background: var(--red);
+  box-shadow: 0 0 12px var(--red);
+  animation: pulse-red 1s infinite;
 }
 
-.datacenter-icon {
-  font-size: 7px;
-  line-height: 1;
+.hotspot-marker.elevated {
+  background: var(--yellow);
+  box-shadow: 0 0 10px var(--yellow);
 }
 
-.datacenter-label {
+.hotspot-label {
   position: absolute;
-  top: 14px;
+  top: 16px;
   left: 50%;
   transform: translateX(-50%) scale(calc(var(--label-scale, 1) / var(--marker-scale, 1)));
   transform-origin: top center;
   white-space: nowrap;
-  font-size: 6px;
-  color: #aa88ff;
+  font-size: 8px;
+  color: var(--text);
   text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
-  font-weight: bold;
   text-transform: uppercase;
-  opacity: 0.8;
-  max-width: 60px;
-  overflow: hidden;
-  text-overflow: ellipsis;
+  letter-spacing: 1px;
 }
 
-.popup-header.datacenter {
-  background: linear-gradient(135deg, #33225520, #22113310);
-  border-left: 3px solid #8844ff;
+.hotspot-breaking {
+  position: absolute;
+  bottom: 18px;
+  left: 50%;
+  transform: translateX(-50%);
+  white-space: nowrap;
+  font-size: 7px;
+  font-weight: bold;
+  color: var(--bg);
+  background: var(--red);
+  padding: 1px 4px;
+  letter-spacing: 0.5px;
+  animation: pulse-breaking 0.8s ease-in-out infinite;
 }
 
-.popup-header.datacenter.existing {
-  border-left-color: #8844ff;
+@keyframes pulse-breaking {
+  0%, 100% { opacity: 1; }
+  50% { opacity: 0.6; }
 }
 
-.popup-header.datacenter.planned {
-  border-left-color: #ffaa44;
+@keyframes pulse-red {
+  0%, 100% { opacity: 0.8; transform: scale(1); }
+  50% { opacity: 1; transform: scale(1.1); }
 }
 
-/* Heatmap */
-.heatmap {
-  display: grid;
-  grid-template-columns: repeat(4, 1fr);
-  gap: 4px;
-  padding: 4px;
+/* Cable paths */
+.cable-path {
+  fill: none;
+  stroke: #00ffaa;
+  stroke-width: 1.5;
+  opacity: 0.6;
+  filter: drop-shadow(0 0 3px #00ffaa);
+  cursor: pointer;
+  pointer-events: stroke;
+  transition: all 0.2s ease;
 }
 
-.heatmap-cell {
-  padding: 8px 4px;
-  text-align: center;
-  border-radius: 2px;
-  background: var(--border);
+.cable-path:hover {
+  stroke-width: 3;
+  opacity: 1;
+  filter: drop-shadow(0 0 8px #00ffaa) drop-shadow(0 0 15px #00ffaa);
+  animation: cable-pulse 0.6s ease-in-out infinite;
 }
 
-.heatmap-cell.up-3 { background: #0a4a20; }
-.heatmap-cell.up-2 { background: #0a3a18; }
-.heatmap-cell.up-1 { background: #0a2a12; }
-.heatmap-cell.down-1 { background: #2a1a0a; }
-.heatmap-cell.down-2 { background: #3a150a; }
-.heatmap-cell.down-3 { background: #4a100a; }
-
-.sector-name {
-  font-size: 9px;
-  color: var(--text-dim);
-  margin-bottom: 2px;
+.cable-path.cable-fault {
+  stroke: #ff4d4d;
+  filter: drop-shadow(0 0 4px #ff4d4d);
 }
 
-.sector-change {
-  font-size: 11px;
-  font-weight: bold;
+.cable-path.cable-degraded {
+  stroke: #ffcc00;
+  filter: drop-shadow(0 0 4px #ffcc00);
 }
 
-.sector-change.up { color: var(--green); }
-.sector-change.down { color: var(--red); }
-
-/* Markets */
-.market-item {
-  display: flex;
-  justify-content: space-between;
-  align-items: center;
-  padding: 8px 0;
-  border-bottom: 1px solid var(--border);
+@keyframes cable-pulse {
+  0%, 100% {
+    opacity: 1;
+    stroke-width: 3;
+  }
+  50% {
+    opacity: 0.5;
+    stroke-width: 4;
+  }
 }
 
-.market-item:last-child {
-  border-bottom: none;
+/* Pipeline paths */
+.pipeline-path {
+  cursor: pointer;
+  pointer-events: stroke;
+  transition: all 0.2s ease;
 }
 
-.market-info {
-  display: flex;
-  flex-direction: column;
-  gap: 2px;
+.pipeline-path.pipeline-oil {
+  filter: drop-shadow(0 0 3px #ff6b35);
 }
 
-.market-name {
-  font-size: 11px;
-  color: var(--text);
+.pipeline-path.pipeline-gas {
+  filter: drop-shadow(0 0 3px #00b4d8);
 }
 
-.market-symbol {
-  font-size: 9px;
-  color: var(--text-dim);
+.pipeline-path.pipeline-products {
+  filter: drop-shadow(0 0 3px #ffd166);
 }
 
-.market-data {
-  text-align: right;
+.pipeline-path:hover {
+  stroke-width: 4 !important;
+  opacity: 1 !important;
 }
 
-.market-price {
-  font-size: 12px;
-  font-weight: bold;
-  color: var(--text);
-  display: block;
+.pipeline-path.pipeline-oil:hover {
+  filter: drop-shadow(0 0 8px #ff6b35) drop-shadow(0 0 15px #ff6b35);
 }
 
-.market-change {
-  font-size: 10px;
+.pipeline-path.pipeline-gas:hover {
+  filter: drop-shadow(0 0 8px #00b4d8) drop-shadow(0 0 15px #00b4d8);
 }
 
-.market-change.up { color: var(--green); }
-.market-change.down { color: var(--red); }
+.pipeline-path.pipeline-products:hover {
+  filter: drop-shadow(0 0 8px #ffd166) drop-shadow(0 0 15px #ffd166);
+}
 
-/* Commodities */
-.commodities-grid {
-  display: grid;
-  grid-template-columns: repeat(2, 1fr);
-  gap: 8px;
+/* Related asset highlights */
+.asset-highlight {
+  animation: asset-pulse 1.2s ease-in-out infinite;
 }
 
-.commodity-item {
-  background: var(--border);
-  padding: 8px;
-  border-radius: 2px;
+.base-marker.asset-highlight,
+.datacenter-marker.asset-highlight,
+.nuclear-marker.asset-highlight {
+  z-index: 30;
+  box-shadow: 0 0 12px rgba(0, 255, 170, 0.6);
 }
 
-.commodity-name {
-  font-size: 9px;
-  color: var(--text-dim);
-  text-transform: uppercase;
+.pipeline-path.asset-highlight {
+  stroke-width: 4.5 !important;
+  filter: drop-shadow(0 0 10px rgba(255, 255, 255, 0.6));
+  animation: asset-pulse-glow 1.2s ease-in-out infinite;
 }
 
-.commodity-price {
-  font-size: 14px;
-  font-weight: bold;
-  color: var(--text);
+.cable-path.asset-highlight {
+  stroke-width: 3.5;
+  opacity: 1;
+  filter: drop-shadow(0 0 10px rgba(0, 255, 170, 0.8));
+  animation: asset-pulse-glow 1.2s ease-in-out infinite;
 }
 
-.commodity-change {
-  font-size: 10px;
+@keyframes asset-pulse {
+  0%, 100% {
+    transform: scale(1);
+    opacity: 1;
+  }
+  50% {
+    transform: scale(1.05);
+    opacity: 0.7;
+  }
 }
 
-.commodity-change.up { color: var(--green); }
-.commodity-change.down { color: var(--red); }
-
-/* Predictions */
-.prediction-item {
-  padding: 10px 0;
-  border-bottom: 1px solid var(--border);
+@keyframes asset-pulse-glow {
+  0%, 100% {
+    opacity: 1;
+  }
+  50% {
+    opacity: 0.6;
+  }
 }
 
-.prediction-item:last-child {
-  border-bottom: none;
+/* Pipeline popup header colors */
+.popup-header.pipeline.oil {
+  border-bottom-color: #ff6b35;
 }
 
-.prediction-question {
-  font-size: 11px;
-  color: var(--text);
-  margin-bottom: 4px;
-  line-height: 1.4;
+.popup-header.pipeline.gas {
+  border-bottom-color: #00b4d8;
 }
 
-.prediction-volume {
-  font-size: 9px;
-  color: var(--muted);
-  margin-bottom: 6px;
+.popup-header.pipeline.products {
+  border-bottom-color: #ffd166;
 }
 
-.prediction-bar {
-  height: 24px;
-  background: var(--border);
-  border-radius: 3px;
-  overflow: hidden;
-  display: flex;
+/* Cable popup header */
+.popup-header.cable {
+  border-bottom-color: #00ffaa;
 }
 
-.prediction-yes {
-  background: var(--green);
+/* Cable advisory & repair ship markers */
+.cable-advisory-marker,
+.repair-ship-marker {
+  position: absolute;
   display: flex;
+  flex-direction: column;
   align-items: center;
-  justify-content: center;
-  min-width: 40px;
-  transition: width 0.3s ease;
+  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
+  transform-origin: center;
+  cursor: pointer;
+  z-index: 52;
 }
 
-.prediction-no {
-  background: var(--red);
-  display: flex;
-  align-items: center;
-  justify-content: center;
-  min-width: 40px;
-  transition: width 0.3s ease;
+.cable-advisory-marker.fault {
+  --cable-advisory-color: #ff4d4d;
+  animation: cable-advisory-pulse 1.4s ease-in-out infinite;
 }
 
-.prediction-label {
-  font-size: 10px;
-  font-weight: bold;
-  color: #000;
-  text-shadow: 0 0 2px rgba(255,255,255,0.3);
+.cable-advisory-marker.degraded {
+  --cable-advisory-color: #ffcc00;
+}
+
+.cable-advisory-icon {
+  font-size: 14px;
+  filter: drop-shadow(0 0 6px var(--cable-advisory-color, #ff4d4d));
+}
+
+.cable-advisory-label {
+  font-size: 8px;
+  color: var(--cable-advisory-color, #ff4d4d);
+  text-transform: uppercase;
+  letter-spacing: 0.4px;
+  margin-top: 2px;
   white-space: nowrap;
-  padding: 0 4px;
+  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
 }
 
-/* Monitors */
-.monitor-input-container {
-  margin-bottom: 12px;
-  padding-bottom: 12px;
-  border-bottom: 1px solid var(--border);
+.repair-ship-marker {
+  --repair-ship-color: #5fd1ff;
 }
 
-.monitor-input {
-  width: 100%;
-  padding: 8px;
-  background: var(--bg);
-  border: 1px solid var(--border);
-  color: var(--text);
-  font-family: inherit;
-  font-size: 11px;
-  margin-bottom: 8px;
+.repair-ship-marker.on-station {
+  --repair-ship-color: #00ffaa;
 }
 
-.monitor-input::placeholder {
-  color: var(--text-dim);
+.repair-ship-icon {
+  font-size: 14px;
+  filter: drop-shadow(0 0 6px var(--repair-ship-color, #5fd1ff));
 }
 
-.monitor-add-btn {
-  width: 100%;
-  padding: 6px;
-  background: var(--green);
-  border: none;
-  color: var(--bg);
-  font-family: inherit;
-  font-size: 10px;
-  font-weight: bold;
-  cursor: pointer;
+.repair-ship-label {
+  font-size: 8px;
+  color: var(--repair-ship-color, #5fd1ff);
   text-transform: uppercase;
+  letter-spacing: 0.4px;
+  margin-top: 2px;
+  white-space: nowrap;
+  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
 }
 
-.monitor-add-btn:hover {
-  opacity: 0.9;
+@keyframes cable-advisory-pulse {
+  0%, 100% { opacity: 1; transform: translate(-50%, -50%) scale(var(--marker-scale, 1)); }
+  50% { opacity: 0.7; transform: translate(-50%, -50%) scale(calc(var(--marker-scale, 1) * 1.15)); }
 }
 
-.monitor-tag {
-  display: inline-flex;
+/* Protest / Social Unrest markers */
+.protest-marker {
+  position: absolute;
+  display: flex;
+  flex-direction: column;
   align-items: center;
-  gap: 6px;
-  padding: 4px 8px;
-  background: var(--border);
-  border-radius: 2px;
-  margin: 2px;
-  font-size: 10px;
+  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
+  transform-origin: center;
+  cursor: pointer;
+  z-index: 53;
+  --protest-color: #ff9900;
 }
 
-.monitor-tag-color {
-  width: 8px;
-  height: 8px;
-  border-radius: 50%;
+.protest-marker.low {
+  --protest-color: #ffcc00;
 }
 
-.monitor-tag-remove {
-  cursor: pointer;
-  opacity: 0.6;
+.protest-marker.medium {
+  --protest-color: #ff9900;
 }
 
-.monitor-tag-remove:hover {
-  opacity: 1;
+.protest-marker.high {
+  --protest-color: #ff4444;
+  animation: protest-pulse 1.5s ease-in-out infinite;
 }
 
-/* Loading */
-.loading {
-  display: flex;
-  align-items: center;
-  justify-content: center;
-  height: 100%;
-  color: var(--text-dim);
-  font-size: 11px;
+.protest-marker.riot {
+  --protest-color: #ff2222;
 }
 
-.loading::after {
-  content: '';
-  width: 12px;
-  height: 12px;
-  border: 2px solid var(--border);
-  border-top-color: var(--text);
-  border-radius: 50%;
-  animation: spin 1s linear infinite;
-  margin-left: 8px;
+.protest-marker.validated {
+  filter: drop-shadow(0 0 8px var(--protest-color));
 }
 
-@keyframes spin {
-  to { transform: rotate(360deg); }
+.protest-icon {
+  font-size: 14px;
+  color: var(--protest-color);
+  filter: drop-shadow(0 0 4px var(--protest-color));
 }
 
-/* Error */
-.error-message {
-  color: var(--red);
-  font-size: 10px;
-  padding: 8px;
-  text-align: center;
+.protest-label {
+  font-size: 8px;
+  color: var(--protest-color);
+  text-transform: uppercase;
+  letter-spacing: 0.4px;
+  margin-top: 2px;
+  white-space: nowrap;
+  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
+  max-width: 80px;
+  overflow: hidden;
+  text-overflow: ellipsis;
 }
 
-/* Modal */
-.modal-overlay {
-  position: fixed;
-  top: 0;
-  left: 0;
-  right: 0;
-  bottom: 0;
-  background: rgba(0, 0, 0, 0.8);
-  display: none;
-  align-items: center;
-  justify-content: center;
-  z-index: 1000;
+.protest-marker.cluster .protest-icon {
+  font-size: 16px;
 }
 
-.modal-overlay.active {
-  display: flex;
+.protest-marker.cluster .cluster-badge {
+  position: absolute;
+  top: -4px;
+  right: -8px;
+  background: var(--protest-color);
+  color: #000;
+  font-size: 9px;
+  font-weight: bold;
+  padding: 1px 4px;
+  border-radius: 8px;
+  min-width: 14px;
+  text-align: center;
+  box-shadow: 0 1px 3px rgba(0,0,0,0.4);
 }
 
-.modal {
-  background: var(--surface);
-  border: 1px solid var(--border);
-  padding: 20px;
-  max-width: 500px;
-  width: 90%;
-  max-height: 80vh;
-  overflow-y: auto;
+@keyframes protest-pulse {
+  0%, 100% { opacity: 1; transform: translate(-50%, -50%) scale(var(--marker-scale, 1)); }
+  50% { opacity: 0.8; transform: translate(-50%, -50%) scale(calc(var(--marker-scale, 1) * 1.2)); }
 }
 
-.modal-header {
+/* Datacenter cluster markers */
+.datacenter-marker {
+  position: absolute;
   display: flex;
-  justify-content: space-between;
+  flex-direction: column;
   align-items: center;
-  margin-bottom: 16px;
-}
-
-.modal-title {
-  font-size: 14px;
-  font-weight: bold;
-  text-transform: uppercase;
-  letter-spacing: 1px;
-}
-
-.modal-close {
-  background: none;
-  border: none;
-  color: var(--text-dim);
-  font-size: 20px;
+  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
+  transform-origin: center;
   cursor: pointer;
+  z-index: 54;
+  --datacenter-color: #9966ff;
 }
 
-.panel-toggle-grid {
-  display: grid;
-  grid-template-columns: repeat(3, 1fr);
-  gap: 8px;
-}
-
-.panel-toggle-item {
-  display: flex;
-  align-items: center;
-  gap: 8px;
-  padding: 8px;
-  background: var(--bg);
-  border: 1px solid var(--border);
-  cursor: pointer;
+.datacenter-marker.existing {
+  --datacenter-color: #9966ff;
 }
 
-.panel-toggle-item:hover {
-  border-color: var(--text-dim);
+.datacenter-marker.planned {
+  --datacenter-color: #66aaff;
 }
 
-.panel-toggle-item.active {
-  border-color: var(--green);
+.datacenter-marker:hover {
+  transform: translate(-50%, -50%) scale(calc(var(--marker-scale, 1) * 1.2));
 }
 
-.panel-toggle-checkbox {
-  width: 14px;
-  height: 14px;
-  border: 1px solid var(--border);
-  display: flex;
-  align-items: center;
-  justify-content: center;
-  font-size: 10px;
+.datacenter-icon {
+  font-size: 16px;
+  filter: drop-shadow(0 0 6px var(--datacenter-color));
 }
 
-.panel-toggle-item.active .panel-toggle-checkbox {
-  background: var(--green);
-  border-color: var(--green);
-  color: var(--bg);
+.datacenter-label {
+  font-size: 8px;
+  color: var(--datacenter-color);
+  text-transform: uppercase;
+  letter-spacing: 0.4px;
+  margin-top: 2px;
+  white-space: nowrap;
+  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
+  max-width: 80px;
+  overflow: hidden;
+  text-overflow: ellipsis;
 }
 
-.panel-toggle-label {
-  font-size: 10px;
-  text-transform: uppercase;
+.datacenter-marker.cluster .datacenter-icon {
+  font-size: 20px;
 }
 
-/* Map Popups */
-.map-popup {
+.datacenter-marker.cluster .cluster-badge {
   position: absolute;
-  width: 380px;
-  max-height: 500px;
-  background: rgba(10, 10, 10, 0.95);
-  border: 1px solid var(--red);
-  z-index: 500;
-  overflow: hidden;
-  box-shadow: 0 4px 24px rgba(255, 68, 68, 0.3);
+  top: -4px;
+  right: -8px;
+  background: var(--datacenter-color);
+  color: #000;
+  font-size: 9px;
+  font-weight: bold;
+  padding: 1px 4px;
+  border-radius: 8px;
+  min-width: 14px;
+  text-align: center;
+  box-shadow: 0 1px 3px rgba(0,0,0,0.4);
 }
 
-.popup-header {
-  display: flex;
-  align-items: center;
-  gap: 12px;
-  padding: 12px 16px;
-  border-bottom: 1px solid var(--border);
+/* Popup styles for datacenter clusters */
+.popup-header.datacenter.cluster {
+  background: linear-gradient(90deg, #9966ff40 0%, transparent 100%);
+  border-left: 3px solid #9966ff;
 }
 
-.popup-header.conflict {
-  background: rgba(255, 68, 68, 0.1);
+/* Popup styles for protests */
+.popup-header.protest {
+  background: linear-gradient(90deg, var(--protest-color, #ff9900) 0%, transparent 100%);
 }
 
-.popup-header.hotspot {
-  background: rgba(68, 255, 136, 0.1);
+.popup-header.protest.high {
+  --protest-color: #ff4444;
 }
 
-.popup-header.earthquake {
-  background: rgba(255, 165, 0, 0.1);
+.popup-header.protest.medium {
+  --protest-color: #ff9900;
 }
 
-.popup-header.ais {
-  background: rgba(0, 209, 255, 0.12);
+.popup-header.protest.low {
+  --protest-color: #ffcc00;
 }
 
-.popup-title {
+.popup-icon {
   font-size: 16px;
-  font-weight: bold;
-  color: var(--red);
-  letter-spacing: 1px;
-  flex: 1;
+  margin-right: 6px;
 }
 
-.popup-header.hotspot .popup-title {
-  color: var(--green);
+.popup-badge.verified {
+  background: #00cc66;
+  color: #000;
 }
 
-.popup-header.earthquake .popup-title {
-  color: #ff8c00;
+.popup-tags {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 4px;
+  margin-top: 8px;
 }
 
-.popup-header.ais .popup-title {
-  color: #00d1ff;
+.popup-tag {
+  background: var(--panel-bg);
+  border: 1px solid var(--border);
+  border-radius: 3px;
+  padding: 2px 6px;
+  font-size: 9px;
+  text-transform: uppercase;
+  color: var(--text-muted);
 }
 
-.popup-title.magnitude {
-  font-size: 28px;
+.popup-related {
+  margin-top: 8px;
+  font-size: 10px;
+  color: var(--text-muted);
+  font-style: italic;
 }
 
-.popup-badge {
-  padding: 4px 10px;
-  font-size: 10px;
+.stat-value.alert {
+  color: #ff4444;
   font-weight: bold;
-  border-radius: 2px;
-  letter-spacing: 1px;
 }
 
-.popup-badge.high {
-  background: var(--red);
-  color: var(--bg);
+/* Internet Outage markers */
+.outage-marker {
+  position: absolute;
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
+  transform-origin: center;
+  cursor: pointer;
+  z-index: 51;
 }
 
-.popup-badge.medium {
-  background: var(--yellow);
-  color: var(--bg);
+.outage-marker.partial {
+  --outage-color: #ffaa00;
 }
 
-.popup-badge.elevated {
-  background: var(--yellow);
-  color: var(--bg);
+.outage-marker.major {
+  --outage-color: #ff6644;
 }
 
-.popup-badge.low {
-  background: #666;
-  color: var(--text);
+.outage-marker.total {
+  --outage-color: #ff2222;
+  animation: outage-pulse 1.5s ease-in-out infinite;
 }
 
-.popup-close {
-  background: none;
-  border: none;
-  color: var(--text-dim);
-  font-size: 20px;
-  cursor: pointer;
-  padding: 0 4px;
+.outage-icon {
+  font-size: 14px;
+  filter: drop-shadow(0 0 4px var(--outage-color, #ffaa00));
 }
 
-.popup-close:hover {
-  color: var(--text);
+.outage-label {
+  font-size: 8px;
+  color: var(--outage-color, #ffaa00);
+  white-space: nowrap;
+  text-transform: uppercase;
+  letter-spacing: 0.5px;
+  margin-top: 2px;
+  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
 }
 
-.popup-body {
-  padding: 16px;
-  max-height: 400px;
-  overflow-y: auto;
+@keyframes outage-pulse {
+  0%, 100% { opacity: 1; transform: translate(-50%, -50%) scale(var(--marker-scale, 1)); }
+  50% { opacity: 0.6; transform: translate(-50%, -50%) scale(calc(var(--marker-scale, 1) * 1.2)); }
 }
 
-.popup-subtitle {
-  font-size: 12px;
-  color: var(--green);
-  margin-bottom: 12px;
-  letter-spacing: 0.5px;
+/* Outage popup header */
+.popup-header.outage.total {
+  border-bottom-color: #ff2222;
 }
 
-.popup-description {
-  font-size: 12px;
-  line-height: 1.6;
-  color: var(--text);
-  margin-bottom: 16px;
+.popup-header.outage.major {
+  border-bottom-color: #ff6644;
 }
 
-.popup-location {
-  font-size: 14px;
-  color: var(--text);
-  margin-bottom: 16px;
+.popup-header.outage.partial {
+  border-bottom-color: #ffaa00;
 }
 
-.popup-stats {
-  display: grid;
-  grid-template-columns: 1fr 1fr;
-  gap: 12px;
-  margin-bottom: 16px;
+/* Conflict zones */
+.conflict-zone {
+  fill: rgba(255, 68, 68, 0.2);
+  stroke: var(--red);
+  stroke-width: 1;
+  stroke-dasharray: 4, 2;
+  animation: pulse-conflict 2s ease-in-out infinite;
+  transition: opacity 0.2s ease;
 }
 
-.popup-stat {
-  display: flex;
-  flex-direction: column;
-  gap: 4px;
-}
-
-.stat-label {
+.conflict-label {
+  fill: var(--red);
   font-size: 9px;
-  color: var(--text-dim);
+  font-weight: bold;
+  text-transform: uppercase;
   letter-spacing: 1px;
+  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg), 0 0 12px var(--bg);
+  pointer-events: none;
+  display: none; /* Replaced by HTML overlay */
+}
+
+.conflict-label-overlay {
+  position: absolute;
+  transform: translate(-50%, -50%) scale(var(--label-scale, 1));
+  transform-origin: center;
+  color: var(--red);
+  font-size: 10px;
+  font-weight: bold;
   text-transform: uppercase;
+  letter-spacing: 1px;
+  text-shadow:
+    0 0 4px var(--bg),
+    0 0 8px var(--bg),
+    0 0 12px var(--bg);
+  cursor: pointer;
+  white-space: nowrap;
+  z-index: 55;
+  transition: opacity 0.2s ease;
 }
 
-.stat-value {
-  font-size: 12px;
-  color: var(--green);
+.conflict-label-overlay:hover {
+  color: #ff6666;
+  text-shadow:
+    0 0 6px var(--bg),
+    0 0 12px var(--bg),
+    0 0 18px var(--red);
 }
 
-.popup-section {
-  margin-bottom: 16px;
+@keyframes pulse-conflict {
+  0%, 100% { fill: rgba(255, 68, 68, 0.15); }
+  50% { fill: rgba(255, 68, 68, 0.3); }
 }
 
-.section-label {
-  font-size: 9px;
-  color: var(--text-dim);
-  letter-spacing: 1px;
-  display: block;
-  margin-bottom: 8px;
+/* Base markers */
+.base-marker {
+  position: absolute;
+  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
+  transform-origin: center;
+  width: 8px;
+  height: 8px;
+  border-radius: 50%;
+  z-index: 51;
+  cursor: pointer;
+  transition: opacity 0.2s ease, transform 0.2s ease;
 }
 
-.popup-tags {
-  display: flex;
-  flex-wrap: wrap;
-  gap: 6px;
+.base-marker:hover {
+  transform: translate(-50%, -50%) scale(calc(var(--marker-scale, 1) * 1.3));
 }
 
-.popup-tag {
-  padding: 4px 10px;
-  background: transparent;
-  border: 1px solid var(--border);
-  color: var(--text);
-  font-size: 10px;
-  border-radius: 2px;
+.base-marker.us-nato {
+  background: #4488ff;
+  box-shadow: 0 0 6px #4488ff;
 }
 
-.popup-list {
-  list-style: none;
-  padding: 0;
-  margin: 0;
+.base-marker.china {
+  background: #ff8844;
+  box-shadow: 0 0 6px #ff8844;
 }
 
-.popup-list li {
-  position: relative;
-  padding-left: 16px;
-  margin-bottom: 6px;
-  font-size: 11px;
-  color: var(--red);
+.base-marker.russia {
+  background: #ff4444;
+  box-shadow: 0 0 6px #ff4444;
 }
 
-.popup-list li::before {
-  content: '●';
-  position: absolute;
-  left: 0;
-  color: var(--red);
+/* UK - Union Jack blue */
+.base-marker.uk {
+  background: #44aaff;
+  box-shadow: 0 0 6px #44aaff;
 }
 
-.popup-news {
-  display: flex;
-  flex-direction: column;
-  gap: 12px;
+/* France - French blue */
+.base-marker.france {
+  background: #0055a4;
+  box-shadow: 0 0 6px #0055a4;
 }
 
-.popup-news-item {
-  display: flex;
-  flex-direction: column;
-  gap: 4px;
+/* India - Saffron orange */
+.base-marker.india {
+  background: #ff9933;
+  box-shadow: 0 0 6px #ff9933;
 }
 
-.popup-news-item .news-source {
-  font-size: 9px;
-  color: var(--red);
-  text-transform: uppercase;
-  letter-spacing: 0.5px;
+/* Italy - Italian green */
+.base-marker.italy {
+  background: #009246;
+  box-shadow: 0 0 6px #009246;
 }
 
-.popup-news-item .news-title {
-  font-size: 11px;
-  color: var(--text);
-  text-decoration: none;
-  line-height: 1.4;
+/* UAE - Emirates green */
+.base-marker.uae {
+  background: #00732f;
+  box-shadow: 0 0 6px #00732f;
 }
 
-.popup-news-item .news-title:hover {
-  color: var(--accent);
+/* Turkey - Turkish red */
+.base-marker.turkey {
+  background: #e30a17;
+  box-shadow: 0 0 6px #e30a17;
 }
 
-.popup-link {
-  display: inline-block;
-  color: var(--green);
-  text-decoration: none;
-  font-size: 11px;
-  margin-top: 8px;
+/* Japan - Rising sun red */
+.base-marker.japan {
+  background: #bc002d;
+  box-shadow: 0 0 6px #bc002d;
 }
 
-.popup-link:hover {
-  text-decoration: underline;
+/* Other nations */
+.base-marker.other {
+  background: #888888;
+  box-shadow: 0 0 6px #888888;
 }
 
-/* Hotspot subtitles on map */
-.hotspot-subtext {
+.base-label {
   position: absolute;
-  top: 24px;
+  top: 14px;
   left: 50%;
-  transform: translateX(-50%) scale(calc(var(--label-scale, 1) / var(--marker-scale, 1)));
+  transform: translateX(-50%) scale(calc(var(--label-scale, 1) * var(--marker-scale, 1)));
   transform-origin: top center;
-  white-space: nowrap;
-  font-size: 7px;
-  color: var(--yellow);
+  font-size: 8px;
+  font-weight: 600;
+  color: var(--text);
   text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
-  font-style: italic;
-  opacity: 0.8;
+  white-space: nowrap;
+  text-transform: uppercase;
+  pointer-events: none;
+  opacity: 0;
+  transition: opacity 0.2s ease;
 }
 
-/* Strategic waterway markers */
-.waterway-marker {
+.base-marker:hover .base-label,
+.base-marker.active .base-label {
+  opacity: 1;
+}
+
+.base-marker.us-nato .base-label { color: #4488ff; }
+.base-marker.china .base-label { color: #ff8844; }
+.base-marker.russia .base-label { color: #ff4444; }
+.base-marker.uk .base-label { color: #44aaff; }
+.base-marker.france .base-label { color: #0055a4; }
+.base-marker.india .base-label { color: #ff9933; }
+.base-marker.italy .base-label { color: #009246; }
+.base-marker.uae .base-label { color: #00732f; }
+.base-marker.turkey .base-label { color: #e30a17; }
+.base-marker.japan .base-label { color: #bc002d; }
+.base-marker.other .base-label { color: #888888; }
+
+/* Port markers */
+.port-marker {
   position: absolute;
   transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
   transform-origin: center;
-  cursor: pointer;
-  z-index: 50;
-}
-
-.waterway-diamond {
   width: 10px;
   height: 10px;
-  background: #00ffaa;
-  transform: rotate(45deg);
-  box-shadow: 0 0 6px rgba(0, 255, 170, 0.6);
-  transition: all 0.2s ease;
-}
-
-.waterway-marker:hover .waterway-diamond {
-  background: #44ffcc;
-  box-shadow: 0 0 10px rgba(68, 255, 204, 0.8);
-  transform: rotate(45deg) scale(1.2);
-}
-
-/* AIS disruptions */
-.ais-disruption-marker {
-  position: absolute;
+  border-radius: 2px;
+  z-index: 50;
+  cursor: pointer;
+  transition: opacity 0.2s ease, transform 0.2s ease;
   display: flex;
-  flex-direction: column;
   align-items: center;
-  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
-  cursor: pointer;
-  z-index: 40;
-  gap: 2px;
+  justify-content: center;
 }
 
-.ais-disruption-marker.high {
-  --ais-color: #ffb703;
+.port-marker:hover {
+  transform: translate(-50%, -50%) scale(calc(var(--marker-scale, 1) * 1.3));
 }
 
-.ais-disruption-marker.elevated {
-  --ais-color: #ffd166;
+.port-marker.port-container {
+  background: #22aa88;
+  box-shadow: 0 0 6px #22aa88;
 }
 
-.ais-disruption-marker.low {
-  --ais-color: #00d1ff;
+.port-marker.port-oil {
+  background: #aa4422;
+  box-shadow: 0 0 6px #aa4422;
 }
 
-.ais-disruption-icon {
-  font-size: 16px;
-  filter: drop-shadow(0 0 6px var(--ais-color, #00d1ff));
+.port-marker.port-lng {
+  background: #ff6622;
+  box-shadow: 0 0 6px #ff6622;
 }
 
-.ais-disruption-label {
-  font-size: 8px;
-  text-transform: uppercase;
-  letter-spacing: 0.6px;
-  color: var(--ais-color, #00d1ff);
-  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
-  white-space: nowrap;
+.port-marker.port-naval {
+  background: #4466aa;
+  box-shadow: 0 0 6px #4466aa;
 }
 
-.ais-density-spot {
-  pointer-events: none;
-  mix-blend-mode: screen;
-  filter: blur(0.2px);
+.port-marker.port-mixed {
+  background: #6688aa;
+  box-shadow: 0 0 6px #6688aa;
 }
 
-/* APT markers */
-.apt-marker {
-  position: absolute;
-  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
-  transform-origin: center;
-  white-space: nowrap;
-  cursor: pointer;
-  z-index: 36;
-  opacity: 0.7;
+.port-marker.port-bulk {
+  background: #888866;
+  box-shadow: 0 0 6px #888866;
 }
 
-.apt-marker:hover {
-  opacity: 1;
+.port-icon {
+  display: none;
 }
 
-.apt-icon {
-  font-size: 10px;
-  color: #ff00ff;
-  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
-}
-
-.apt-label {
+.port-label {
+  position: absolute;
+  top: 14px;
+  left: 50%;
+  transform: translateX(-50%) scale(calc(var(--label-scale, 1) * var(--marker-scale, 1)));
+  transform-origin: top center;
   font-size: 7px;
-  color: #ff00ff;
+  font-weight: 600;
+  color: var(--text);
   text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
-  letter-spacing: 0.5px;
-  transform: scale(calc(var(--label-scale, 1) / var(--marker-scale, 1)));
-  transform-origin: top center;
-}
-
-/* Breaking tag */
-.breaking-tag {
-  position: absolute;
   white-space: nowrap;
-  font-size: 8px;
-  font-weight: bold;
-  color: var(--bg);
-  background: var(--red);
-  padding: 2px 6px;
-  border: 1px solid var(--red);
-  letter-spacing: 0.5px;
-  animation: pulse-breaking 0.8s ease-in-out infinite;
-  z-index: 55;
+  text-transform: uppercase;
+  pointer-events: none;
+  opacity: 0;
+  transition: opacity 0.2s ease;
 }
 
-/* Map grid lines */
-.map-grid-line {
-  stroke: rgba(0, 255, 136, 0.15);
-  stroke-width: 0.5;
-  fill: none;
+.port-marker:hover .port-label {
+  opacity: 1;
 }
 
-.map-grid-label {
-  font-size: 8px;
-  fill: var(--text-dim);
-  opacity: 0.5;
-}
+.port-marker.port-container .port-label { color: #22aa88; }
+.port-marker.port-oil .port-label { color: #aa4422; }
+.port-marker.port-lng .port-label { color: #ff6622; }
+.port-marker.port-naval .port-label { color: #4466aa; }
+.port-marker.port-mixed .port-label { color: #6688aa; }
+.port-marker.port-bulk .port-label { color: #888866; }
 
-/* Map legend bar */
-.map-legend {
+/* Earthquake markers */
+.earthquake-marker {
   position: absolute;
-  bottom: 8px;
-  left: 50%;
-  transform: translateX(-50%);
-  display: flex;
-  align-items: center;
-  gap: 16px;
-  padding: 6px 16px;
-  background: rgba(10, 10, 10, 0.9);
-  border: 1px solid var(--border);
-  font-size: 9px;
-  color: var(--text-dim);
-  letter-spacing: 0.5px;
-  z-index: 100;
+  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
+  transform-origin: center;
+  border-radius: 50%;
+  background: rgba(255, 165, 0, 0.6);
+  border: 2px solid #ff8c00;
+  box-shadow: 0 0 10px rgba(255, 165, 0, 0.8);
+  animation: quake-pulse 1.5s ease-in-out infinite;
+  cursor: pointer;
+  z-index: 53;
+  transition: opacity 0.2s ease;
 }
 
-.map-legend-item {
-  display: flex;
-  align-items: center;
-  gap: 6px;
+.earthquake-marker:hover {
+  background: rgba(255, 165, 0, 0.9);
 }
 
-.map-legend-icon {
-  font-size: 10px;
+.earthquake-label {
+  position: absolute;
+  top: 100%;
+  left: 50%;
+  transform: translateX(-50%) scale(calc(var(--label-scale, 1) / var(--marker-scale, 1)));
+  transform-origin: top center;
+  white-space: nowrap;
+  font-size: 8px;
+  color: #ff8c00;
+  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
+  font-weight: bold;
+  margin-top: 2px;
+  transition: opacity 0.2s ease;
 }
 
-.map-legend-icon.ship { color: #00ffaa; }
-.map-legend-icon.nuke { color: #ffff00; }
-.map-legend-icon.base { color: #4488ff; }
-.map-legend-icon.cable { color: #00ffaa; }
-.map-legend-icon.conflict { color: #ff4444; }
-.map-legend-icon.earthquake { color: #ffaa00; }
-.map-legend-icon.apt { color: #ff6600; }
-
-.legend-dot {
-  width: 8px;
-  height: 8px;
-  border-radius: 50%;
-  display: inline-block;
+@keyframes quake-pulse {
+  0%, 100% { opacity: 0.7; }
+  50% { opacity: 1; }
 }
 
-.legend-dot.high { background: #ff4444; box-shadow: 0 0 6px #ff4444; }
-.legend-dot.elevated { background: #ffaa00; box-shadow: 0 0 4px #ffaa00; }
-.legend-dot.low { background: #00ff88; }
-
-.conflict-click-area {
+/* Natural Event markers (NASA EONET) */
+.fire-dot {
   position: absolute;
-  z-index: 50;
-  transition: opacity 0.2s ease;
+  transform: translate(-50%, -50%);
+  border-radius: 50%;
+  opacity: 0.8;
+  z-index: 53;
+  pointer-events: none;
+  box-shadow: 0 0 4px currentColor;
 }
 
-/* Map timestamp */
-.map-timestamp {
+.nat-event-marker {
   position: absolute;
-  bottom: 8px;
-  right: 10px;
-  font-size: 9px;
-  color: var(--text-dim);
-  z-index: 100;
-}
-
-/* Signal Badge */
-.signal-badge {
+  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
+  transform-origin: center;
   display: flex;
+  flex-direction: column;
   align-items: center;
-  gap: 4px;
-  background: linear-gradient(135deg, rgba(0, 170, 255, 0.2), rgba(0, 170, 255, 0.1));
-  border: 1px solid rgba(0, 170, 255, 0.5);
-  color: #00aaff;
-  padding: 3px 8px;
-  font-size: 11px;
   cursor: pointer;
-  border-radius: 4px;
-  transition: all 0.2s;
-}
-
-.signal-badge:hover {
-  background: rgba(0, 170, 255, 0.3);
-  transform: scale(1.05);
+  z-index: 54;
+  transition: opacity 0.2s ease, transform 0.2s ease;
 }
 
-.signal-badge.active {
-  animation: badge-pulse 1.5s ease-in-out infinite;
+.nat-event-marker:hover {
+  transform: translate(-50%, -50%) scale(calc(var(--marker-scale, 1) * 1.2));
 }
 
-.signal-badge.hidden {
-  display: none;
+.nat-event-icon {
+  font-size: 20px;
+  filter: drop-shadow(0 0 4px rgba(0, 0, 0, 0.8));
 }
 
-.signal-badge-icon {
-  font-size: 12px;
+.nat-event-label {
+  font-size: 8px;
+  color: #fff;
+  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
+  font-weight: bold;
+  white-space: nowrap;
+  margin-top: 2px;
+  max-width: 120px;
+  overflow: hidden;
+  text-overflow: ellipsis;
 }
 
-.signal-badge-count {
+.nat-event-magnitude {
+  font-size: 7px;
+  color: var(--yellow);
+  text-shadow: 0 0 4px var(--bg);
   font-weight: bold;
-  background: rgba(0, 170, 255, 0.5);
-  padding: 0 5px;
-  border-radius: 8px;
-  min-width: 16px;
-  text-align: center;
 }
 
-@keyframes badge-pulse {
-  0%, 100% { box-shadow: 0 0 0 0 rgba(0, 170, 255, 0.4); }
-  50% { box-shadow: 0 0 8px 4px rgba(0, 170, 255, 0.6); }
-}
+/* Category-specific colors */
+.nat-event-marker.severeStorms .nat-event-label { color: #00bfff; }
+.nat-event-marker.wildfires .nat-event-label { color: #ff6600; }
+.nat-event-marker.volcanoes .nat-event-label { color: #ff3300; }
+.nat-event-marker.floods .nat-event-label { color: #4169e1; }
+.nat-event-marker.landslides .nat-event-label { color: #8b4513; }
+.nat-event-marker.drought .nat-event-label { color: #daa520; }
+.nat-event-marker.dustHaze .nat-event-label { color: #a9a9a9; }
+.nat-event-marker.snow .nat-event-label { color: #87ceeb; }
+.nat-event-marker.tempExtremes .nat-event-label { color: #ff4444; }
+.nat-event-marker.seaLakeIce .nat-event-label { color: #b0e0e6; }
+.nat-event-marker.waterColor .nat-event-label { color: #20b2aa; }
+.nat-event-marker.manmade .nat-event-label { color: #9932cc; }
 
-.signal-badge.pulse {
-  animation: new-signal-pulse 0.3s ease-out 3;
+/* Popup header for natural events */
+.popup-header.nat-event {
+  background: rgba(255, 136, 0, 0.1);
 }
 
-@keyframes new-signal-pulse {
-  0%, 100% { transform: scale(1); }
-  50% { transform: scale(1.15); background: rgba(0, 170, 255, 0.5); }
+.popup-header.nat-event .popup-title {
+  color: #ff8800;
 }
 
-/* Signal Pulse on Status Dot */
-.status-dot.signal-pulse {
-  animation: signal-dot-pulse 0.5s ease-out 6;
-  background: #00aaff;
-}
+.popup-header.nat-event.severeStorms { background: rgba(0, 191, 255, 0.1); }
+.popup-header.nat-event.severeStorms .popup-title { color: #00bfff; }
 
-@keyframes signal-dot-pulse {
-  0%, 100% { transform: scale(1); box-shadow: 0 0 0 rgba(0, 170, 255, 0.8); }
-  50% { transform: scale(1.8); box-shadow: 0 0 8px rgba(0, 170, 255, 1); }
-}
+.popup-header.nat-event.wildfires { background: rgba(255, 102, 0, 0.15); }
+.popup-header.nat-event.wildfires .popup-title { color: #ff6600; }
 
-/* Status Panel */
-.status-panel-container {
-  position: relative;
-}
+.popup-header.nat-event.volcanoes { background: rgba(255, 51, 0, 0.15); }
+.popup-header.nat-event.volcanoes .popup-title { color: #ff3300; }
 
-.status-panel-toggle {
-  background: transparent;
-  border: 1px solid var(--border);
-  color: var(--text-dim);
-  padding: 2px 6px;
-  font-size: 10px;
+.popup-header.nat-event.floods { background: rgba(65, 105, 225, 0.1); }
+.popup-header.nat-event.floods .popup-title { color: #4169e1; }
+
+/* Nuclear markers */
+.nuclear-marker {
+  position: absolute;
+  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
+  transform-origin: center;
+  width: 10px;
+  height: 10px;
+  border-radius: 2px;
+  z-index: 52;
   cursor: pointer;
-  border-radius: 3px;
+  transition: opacity 0.2s ease;
 }
 
-.status-panel-toggle:hover {
-  border-color: var(--text-dim);
+.nuclear-marker.active {
+  background: #ffff00;
+  box-shadow: 0 0 8px #ffff00, 0 0 16px #ffff00;
+  animation: nuclear-pulse 1.2s ease-in-out infinite;
 }
 
-.status-icon {
-  font-size: 8px;
+.nuclear-marker.contested {
+  background: #ff0000;
+  box-shadow: 0 0 10px #ff0000, 0 0 20px #ff0000;
+  animation: nuclear-alert 0.6s ease-in-out infinite;
 }
 
-.status-icon.ok { color: var(--green); }
-.status-icon.warning { color: var(--yellow); }
-.status-icon.error { color: var(--red); }
+.nuclear-marker.inactive {
+  background: #666;
+  box-shadow: 0 0 4px #666;
+}
 
-.status-panel {
+.nuclear-label {
   position: absolute;
-  top: 100%;
-  left: 0;
-  margin-top: 8px;
-  width: 280px;
-  background: var(--surface);
-  border: 1px solid var(--border);
-  border-radius: 4px;
-  z-index: 1000;
-  box-shadow: 0 4px 20px rgba(0, 0, 0, 0.5);
+  top: 14px;
+  left: 50%;
+  transform: translateX(-50%) scale(calc(var(--label-scale, 1) / var(--marker-scale, 1)));
+  transform-origin: top center;
+  white-space: nowrap;
+  font-size: 7px;
+  color: #ffff00;
+  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
+  font-weight: bold;
+  text-transform: uppercase;
+  transition: opacity 0.2s ease;
 }
 
-.status-panel.hidden {
-  display: none;
+.nuclear-marker.contested .nuclear-label {
+  color: #ff0000;
 }
 
-.status-panel-header {
-  display: flex;
-  justify-content: space-between;
-  align-items: center;
-  padding: 8px 12px;
-  border-bottom: 1px solid var(--border);
-  font-size: 11px;
-  font-weight: bold;
-  color: var(--text);
+@keyframes nuclear-pulse {
+  0%, 100% { opacity: 0.8; }
+  50% { opacity: 1; }
 }
 
-.status-panel-close {
-  background: none;
-  border: none;
-  color: var(--text-dim);
-  font-size: 14px;
-  cursor: pointer;
+@keyframes nuclear-alert {
+  0%, 100% { opacity: 0.7; }
+  50% { opacity: 1; }
 }
 
-.status-panel-content {
-  padding: 8px 0;
-  max-height: 300px;
-  overflow-y: auto;
+/* Gamma Irradiators */
+.irradiator-marker {
+  position: absolute;
+  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
+  transform-origin: center;
+  width: 8px;
+  height: 8px;
+  border-radius: 50%;
+  background: #00ffaa;
+  box-shadow: 0 0 6px #00ffaa, 0 0 12px #00ffaa40;
+  z-index: 51;
+  cursor: pointer;
+  border: 1px solid #00aa77;
 }
 
-.status-section {
-  padding: 8px 12px;
+.irradiator-marker:hover {
+  background: #44ffcc;
+  box-shadow: 0 0 10px #00ffaa, 0 0 20px #00ffaa60;
 }
 
-.status-section-title {
-  font-size: 9px;
-  color: var(--text-dim);
+.irradiator-label {
+  position: absolute;
+  top: 12px;
+  left: 50%;
+  transform: translateX(-50%) scale(calc(var(--label-scale, 1) / var(--marker-scale, 1)));
+  transform-origin: top center;
+  white-space: nowrap;
+  font-size: 6px;
+  color: #00ffaa;
+  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
+  font-weight: bold;
   text-transform: uppercase;
-  margin-bottom: 6px;
+  opacity: 0.8;
 }
 
-.status-row {
-  display: flex;
-  align-items: center;
-  gap: 8px;
-  padding: 4px 0;
-  font-size: 11px;
+.popup-header.irradiator {
+  background: linear-gradient(135deg, #00442220, #00221110);
+  border-left: 3px solid #00ffaa;
 }
 
-.status-row .status-dot {
-  width: 6px;
-  height: 6px;
-  border-radius: 50%;
-  flex-shrink: 0;
+/* AI Data Centers */
+.datacenter-marker {
+  position: absolute;
+  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
+  transform-origin: center;
+  width: 12px;
+  height: 12px;
+  border-radius: 2px;
+  background: #8844ff;
+  box-shadow: 0 0 8px #8844ff80, 0 0 16px #8844ff40;
+  z-index: 52;
+  cursor: pointer;
+  border: 1px solid #6633cc;
+  display: flex;
+  align-items: center;
+  justify-content: center;
 }
 
-.status-row .status-dot.ok { background: var(--green); }
-.status-row .status-dot.warning { background: var(--yellow); }
-.status-row .status-dot.error { background: var(--red); }
-
-.status-name {
-  flex: 1;
-  color: var(--text);
+.datacenter-marker.existing {
+  background: #8844ff;
+  border-color: #6633cc;
+  box-shadow: 0 0 8px #8844ff80, 0 0 16px #8844ff40;
 }
 
-.status-detail {
-  color: var(--text-dim);
-  font-size: 10px;
+.datacenter-marker.planned {
+  background: transparent;
+  border: 1px dashed #8844ff;
+  box-shadow: 0 0 8px #8844ff40;
 }
 
-.status-time {
-  color: var(--text-dim);
-  font-size: 10px;
+.datacenter-marker:hover {
+  background: #aa66ff;
+  box-shadow: 0 0 12px #8844ff, 0 0 24px #8844ff60;
 }
 
-.status-panel-footer {
-  padding: 6px 12px;
-  border-top: 1px solid var(--border);
-  font-size: 9px;
-  color: var(--text-dim);
+.datacenter-marker.planned:hover {
+  background: #8844ff40;
 }
 
-/* Export Panel */
-.export-panel-container {
-  position: relative;
+.datacenter-icon {
+  font-size: 7px;
+  line-height: 1;
 }
 
-.export-btn {
-  background: transparent;
-  border: 1px solid var(--border);
-  color: var(--text-dim);
-  padding: 4px 8px;
-  font-size: 11px;
-  cursor: pointer;
-  border-radius: 3px;
+.datacenter-label {
+  position: absolute;
+  top: 14px;
+  left: 50%;
+  transform: translateX(-50%) scale(calc(var(--label-scale, 1) / var(--marker-scale, 1)));
+  transform-origin: top center;
+  white-space: nowrap;
+  font-size: 6px;
+  color: #aa88ff;
+  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
+  font-weight: bold;
+  text-transform: uppercase;
+  opacity: 0.8;
+  max-width: 60px;
+  overflow: hidden;
+  text-overflow: ellipsis;
 }
 
-.export-btn:hover {
-  border-color: var(--accent);
-  color: var(--accent);
+.popup-header.datacenter {
+  background: linear-gradient(135deg, #33225520, #22113310);
+  border-left: 3px solid #8844ff;
 }
 
-.export-menu {
-  position: absolute;
-  top: 100%;
-  right: 0;
-  margin-top: 4px;
-  background: var(--surface);
-  border: 1px solid var(--border);
-  border-radius: 4px;
-  z-index: 1000;
-  box-shadow: 0 4px 12px rgba(0, 0, 0, 0.4);
-  min-width: 120px;
+.popup-header.datacenter.existing {
+  border-left-color: #8844ff;
 }
 
-.export-menu.hidden {
-  display: none;
+.popup-header.datacenter.planned {
+  border-left-color: #ffaa44;
 }
 
-.export-option {
-  display: block;
-  width: 100%;
-  padding: 8px 12px;
-  background: none;
-  border: none;
-  color: var(--text);
-  font-size: 11px;
-  text-align: left;
-  cursor: pointer;
+/* Heatmap */
+.heatmap {
+  display: grid;
+  grid-template-columns: repeat(4, 1fr);
+  gap: 4px;
+  padding: 4px;
 }
 
-.export-option:hover {
+.heatmap-cell {
+  padding: 8px 4px;
+  text-align: center;
+  border-radius: 2px;
   background: var(--border);
 }
 
-.export-option:first-child {
-  border-radius: 3px 3px 0 0;
+.heatmap-cell.up-3 { background: #0a4a20; }
+.heatmap-cell.up-2 { background: #0a3a18; }
+.heatmap-cell.up-1 { background: #0a2a12; }
+.heatmap-cell.down-1 { background: #2a1a0a; }
+.heatmap-cell.down-2 { background: #3a150a; }
+.heatmap-cell.down-3 { background: #4a100a; }
+
+.sector-name {
+  font-size: 9px;
+  color: var(--text-dim);
+  margin-bottom: 2px;
 }
 
-.export-option:last-child {
-  border-radius: 0 0 3px 3px;
+.sector-change {
+  font-size: 11px;
+  font-weight: bold;
 }
 
-/* Weather Markers */
-.weather-marker {
-  position: absolute;
-  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
-  transform-origin: center;
-  cursor: pointer;
+.sector-change.up { color: var(--green); }
+.sector-change.down { color: var(--red); }
+
+/* Markets */
+.market-item {
   display: flex;
-  flex-direction: column;
+  justify-content: space-between;
   align-items: center;
-  z-index: 60;
+  padding: 8px 0;
+  border-bottom: 1px solid var(--border);
 }
 
-.weather-icon {
-  font-size: 16px;
-  color: #ffaa00;
-  text-shadow: 0 0 4px rgba(255, 170, 0, 0.8);
+.market-item:last-child {
+  border-bottom: none;
 }
 
-.weather-marker.extreme .weather-icon {
-  color: #ff0000;
-  text-shadow: 0 0 6px rgba(255, 0, 0, 0.9);
-  animation: weather-pulse 1s ease-in-out infinite;
+.market-info {
+  display: flex;
+  flex-direction: column;
+  gap: 2px;
 }
 
-.weather-marker.severe .weather-icon {
-  color: #ff6600;
-  text-shadow: 0 0 5px rgba(255, 102, 0, 0.8);
+.market-name {
+  font-size: 11px;
+  color: var(--text);
 }
 
-.weather-marker.moderate .weather-icon {
-  color: #ffaa00;
+.market-symbol {
+  font-size: 9px;
+  color: var(--text-dim);
 }
 
-.weather-marker.minor .weather-icon {
-  color: #ffff00;
+.market-data {
+  display: flex;
+  align-items: center;
+  gap: 6px;
+  text-align: right;
 }
+.market-data .mini-sparkline { display: block; flex-shrink: 0; opacity: 0.8; }
 
-.weather-label {
-  font-size: 8px;
+.market-price {
+  font-size: 12px;
+  font-weight: bold;
   color: var(--text);
-  background: rgba(0, 0, 0, 0.7);
-  padding: 1px 4px;
-  border-radius: 2px;
-  white-space: nowrap;
-  max-width: 80px;
-  overflow: hidden;
-  text-overflow: ellipsis;
-  transform: scale(calc(var(--label-scale, 1) / var(--marker-scale, 1)));
-  transform-origin: top center;
+  display: block;
 }
 
-@keyframes weather-pulse {
-  0%, 100% { opacity: 1; }
-  50% { opacity: 0.6; }
-}
-
-/* Weather popup styles */
-.popup-header.weather {
-  background: linear-gradient(135deg, #ff8800, #ff4400);
+.market-change {
+  font-size: 10px;
 }
 
-.popup-header.weather.extreme {
-  background: linear-gradient(135deg, #ff0000, #aa0000);
-}
+.market-change.up { color: var(--green); }
+.market-change.down { color: var(--red); }
 
-.popup-header.weather.severe {
-  background: linear-gradient(135deg, #ff6600, #cc4400);
+/* Commodities */
+.commodities-grid {
+  display: grid;
+  grid-template-columns: repeat(2, 1fr);
+  gap: 8px;
 }
 
-.popup-header.weather.moderate {
-  background: linear-gradient(135deg, #ffaa00, #cc8800);
+.commodity-item {
+  background: var(--border);
+  padding: 8px;
+  border-radius: 2px;
 }
 
-.popup-header.weather.minor {
-  background: linear-gradient(135deg, #ffcc00, #ccaa00);
+.commodity-name {
+  font-size: 9px;
+  color: var(--text-dim);
+  text-transform: uppercase;
 }
 
-.popup-headline {
+.commodity-price {
+  font-size: 14px;
   font-weight: bold;
-  margin-bottom: 8px;
   color: var(--text);
 }
 
-/* Economic Markers */
-.economic-marker {
-  position: absolute;
-  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
-  transform-origin: center;
-  cursor: pointer;
-  display: flex;
-  flex-direction: column;
-  align-items: center;
-  z-index: 50;
-  opacity: 0.85;
-  transition: opacity 0.2s ease;
+.commodity-change {
+  font-size: 10px;
 }
 
-.economic-marker:hover {
-  opacity: 1;
-  z-index: 100;
-}
+.commodity-change.up { color: var(--green); }
+.commodity-change.down { color: var(--red); }
+.commodity-item .mini-sparkline { display: block; margin: 2px 0; opacity: 0.8; }
 
-.economic-icon {
-  font-size: 14px;
-  filter: drop-shadow(0 0 3px rgba(0, 0, 0, 0.8));
+/* Predictions */
+.prediction-item {
+  padding: 10px 0;
+  border-bottom: 1px solid var(--border);
 }
 
-.economic-marker.exchange .economic-icon {
-  filter: drop-shadow(0 0 4px rgba(76, 175, 80, 0.6));
+.prediction-item:last-child {
+  border-bottom: none;
 }
 
-.economic-marker.central-bank .economic-icon {
-  filter: drop-shadow(0 0 4px rgba(33, 150, 243, 0.6));
+.prediction-question {
+  font-size: 11px;
+  color: var(--text);
+  margin-bottom: 4px;
+  line-height: 1.4;
 }
 
-.economic-marker.financial-hub .economic-icon {
-  filter: drop-shadow(0 0 4px rgba(255, 193, 7, 0.6));
+a.prediction-link {
+  text-decoration: none;
+  color: var(--text);
+  display: block;
 }
 
-.economic-label {
-  font-size: 7px;
-  color: var(--text);
-  background: rgba(0, 20, 15, 0.9);
-  padding: 1px 3px;
-  border-radius: 2px;
-  white-space: nowrap;
-  margin-top: 1px;
-  opacity: 0;
-  transition: opacity 0.2s ease;
-  transform: scale(calc(var(--label-scale, 1) / var(--marker-scale, 1)));
-  transform-origin: top center;
+a.prediction-link:hover {
+  color: var(--accent, #60a5fa);
+  text-decoration: underline;
 }
 
-.economic-marker:hover .economic-label {
-  opacity: 1;
+.prediction-volume {
+  font-size: 9px;
+  color: var(--muted);
+  margin-bottom: 6px;
 }
 
-.map-wrapper[data-layer-hidden-bases="true"] .base-marker,
-.map-wrapper[data-layer-hidden-nuclear="true"] .nuclear-marker,
-.map-wrapper[data-layer-hidden-earthquakes="true"] .earthquake-marker,
-.map-wrapper[data-layer-hidden-economic="true"] .economic-marker,
-.map-wrapper[data-layer-hidden-conflicts="true"] .conflicts,
-.map-wrapper[data-layer-hidden-conflicts="true"] .conflict-label-overlay,
-.map-wrapper[data-layer-hidden-conflicts="true"] .conflict-click-area {
-  opacity: 0;
-  pointer-events: none;
+.prediction-bar {
+  height: 24px;
+  background: var(--border);
+  border-radius: 3px;
+  overflow: hidden;
+  display: flex;
 }
 
-.map-wrapper:not([data-labels-hidden-bases="true"]) .base-label,
-.map-wrapper:not([data-labels-hidden-economic="true"]) .economic-label {
-  opacity: 1;
+.prediction-yes {
+  background: var(--green);
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  min-width: 40px;
+  transition: width 0.3s ease;
 }
 
-.map-wrapper[data-labels-hidden-bases="true"] .base-label,
-.map-wrapper[data-labels-hidden-nuclear="true"] .nuclear-label,
-.map-wrapper[data-labels-hidden-earthquakes="true"] .earthquake-label,
-.map-wrapper[data-labels-hidden-economic="true"] .economic-label,
-.map-wrapper[data-labels-hidden-conflicts="true"] .conflict-label-overlay {
-  opacity: 0;
+.prediction-no {
+  background: var(--red);
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  min-width: 40px;
+  transition: width 0.3s ease;
 }
 
-.popup-header.economic {
-  background: linear-gradient(135deg, #4caf50, #2e7d32);
+.prediction-label {
+  font-size: 10px;
+  font-weight: bold;
+  color: #000;
+  text-shadow: 0 0 2px rgba(255,255,255,0.3);
+  white-space: nowrap;
+  padding: 0 4px;
 }
 
-.popup-header.economic.central-bank {
-  background: linear-gradient(135deg, #2196f3, #1565c0);
+/* Monitors */
+.monitor-input-container {
+  margin-bottom: 12px;
+  padding-bottom: 12px;
+  border-bottom: 1px solid var(--border);
 }
 
-.popup-header.economic.financial-hub {
-  background: linear-gradient(135deg, #ffc107, #ff9800);
+.monitor-input {
+  width: 100%;
+  padding: 8px;
+  background: var(--bg);
+  border: 1px solid var(--border);
+  color: var(--text);
+  font-family: inherit;
+  font-size: 11px;
+  margin-bottom: 8px;
 }
 
-/* Economic Panel */
-.economic-panel-container {
-  position: absolute;
-  bottom: 60px;
-  right: 12px;
-  z-index: 100;
+.monitor-input::placeholder {
+  color: var(--text-dim);
 }
 
-.economic-panel-container.hidden {
-  display: none;
+.monitor-add-btn {
+  width: 100%;
+  padding: 6px;
+  background: var(--green);
+  border: none;
+  color: var(--bg);
+  font-family: inherit;
+  font-size: 10px;
+  font-weight: bold;
+  cursor: pointer;
+  text-transform: uppercase;
 }
 
-.economic-panel {
-  background: rgba(20, 20, 20, 0.95);
-  border: 1px solid var(--border);
-  border-radius: 4px;
-  min-width: 220px;
-  max-width: 280px;
+.monitor-add-btn:hover {
+  opacity: 0.9;
 }
 
-.economic-panel .panel-header {
-  display: flex;
-  justify-content: space-between;
+.monitor-tag {
+  display: inline-flex;
   align-items: center;
-  padding: 8px 12px;
-  border-bottom: 1px solid var(--border);
-  background: var(--surface);
+  gap: 6px;
+  padding: 4px 8px;
+  background: var(--border);
+  border-radius: 2px;
+  margin: 2px;
+  font-size: 10px;
 }
 
-.economic-panel .panel-title {
-  font-size: 10px;
-  font-weight: bold;
-  color: var(--accent);
-  letter-spacing: 1px;
+.monitor-tag-color {
+  width: 8px;
+  height: 8px;
+  border-radius: 50%;
 }
 
-.economic-panel .panel-source {
-  font-size: 9px;
-  color: var(--text-dim);
+.monitor-tag-remove {
+  cursor: pointer;
+  opacity: 0.6;
 }
 
-.economic-panel .panel-loading,
-.economic-panel .panel-empty {
-  padding: 16px;
-  text-align: center;
+.monitor-tag-remove:hover {
+  opacity: 1;
+}
+
+/* Loading */
+.loading {
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  height: 100%;
   color: var(--text-dim);
   font-size: 11px;
 }
 
-.economic-indicators {
-  display: flex;
-  flex-direction: column;
-  gap: 1px;
-  background: var(--border);
+.loading::after {
+  content: '';
+  width: 12px;
+  height: 12px;
+  border: 2px solid var(--border);
+  border-top-color: var(--text);
+  border-radius: 50%;
+  animation: spin 1s linear infinite;
+  margin-left: 8px;
 }
 
-.economic-indicator {
-  background: var(--surface);
-  padding: 8px 12px;
+@keyframes spin {
+  to { transform: rotate(360deg); }
 }
 
-.indicator-header {
+/* Unified Panel Loading - Radar Style */
+.panel-loading {
   display: flex;
-  justify-content: space-between;
+  flex-direction: column;
   align-items: center;
-  margin-bottom: 4px;
+  justify-content: center;
+  padding: 32px 16px;
+  min-height: 120px;
 }
 
-.indicator-name {
-  font-size: 10px;
-  color: var(--text);
-  font-weight: 500;
+.panel-loading-radar {
+  width: 64px;
+  height: 64px;
+  margin-bottom: 16px;
+  position: relative;
+  border: 2px solid rgba(68, 255, 136, 0.3);
+  border-radius: 50%;
+  overflow: hidden;
 }
 
-.indicator-id {
-  font-size: 9px;
-  color: var(--text-dim);
-  font-family: monospace;
-}
-
-.indicator-value {
-  display: flex;
-  justify-content: space-between;
-  align-items: baseline;
+.panel-radar-sweep {
+  position: absolute;
+  top: 50%;
+  left: 50%;
+  width: 50%;
+  height: 2px;
+  background: linear-gradient(90deg, transparent, #44ff88);
+  transform-origin: left center;
+  animation: panel-radar-sweep 2s linear infinite;
 }
 
-.indicator-value .value {
-  font-size: 14px;
-  font-weight: bold;
-  color: var(--accent);
+.panel-radar-dot {
+  position: absolute;
+  top: 50%;
+  left: 50%;
+  width: 6px;
+  height: 6px;
+  margin: -3px;
+  background: #44ff88;
+  border-radius: 50%;
+  box-shadow: 0 0 10px #44ff88;
 }
 
-.indicator-value .change {
-  font-size: 10px;
-  color: var(--text-dim);
+@keyframes panel-radar-sweep {
+  from { transform: rotate(0deg); }
+  to { transform: rotate(360deg); }
 }
 
-.indicator-value .change.positive {
-  color: var(--green);
+.panel-loading-text {
+  font-size: 12px;
+  color: rgba(255, 255, 255, 0.7);
+  letter-spacing: 0.5px;
 }
 
-.indicator-value .change.negative {
+/* Error */
+.error-message {
   color: var(--red);
+  font-size: 10px;
+  padding: 8px;
+  text-align: center;
 }
 
-.indicator-date {
-  font-size: 9px;
-  color: var(--text-dim);
-  margin-top: 2px;
-}
-
-/* Country Labels */
-.country-label {
-  position: absolute;
-  transform: translate(-50%, -50%) scale(var(--label-scale, 1));
-  transform-origin: center;
-  white-space: nowrap;
-  font-size: 9px;
-  color: rgba(255, 255, 255, 0.6);
-  text-shadow:
-    0 0 3px var(--bg),
-    0 0 6px var(--bg),
-    1px 1px 2px var(--bg);
-  letter-spacing: 1px;
-  font-weight: 500;
-  text-transform: uppercase;
-  pointer-events: none;
-  z-index: 5;
-}
-
-/* Search Modal (Cmd+K) */
-.search-overlay {
+/* Modal */
+.modal-overlay {
   position: fixed;
   top: 0;
   left: 0;
   right: 0;
   bottom: 0;
-  background: rgba(0, 0, 0, 0.85);
-  display: flex;
-  align-items: flex-start;
+  background: rgba(0, 0, 0, 0.8);
+  display: none;
+  align-items: center;
   justify-content: center;
-  padding-top: 15vh;
-  z-index: 2000;
-  backdrop-filter: blur(4px);
+  z-index: 1000;
 }
 
-.search-modal {
-  width: 560px;
-  max-width: 90vw;
+.modal-overlay.active {
+  display: flex;
+}
+
+.modal {
   background: var(--surface);
   border: 1px solid var(--border);
-  border-radius: 8px;
-  box-shadow: 0 20px 60px rgba(0, 0, 0, 0.6);
-  overflow: hidden;
+  padding: 20px;
+  max-width: 500px;
+  width: 90%;
+  max-height: 80vh;
+  overflow-y: auto;
 }
 
-.search-header {
+.modal-header {
   display: flex;
+  justify-content: space-between;
   align-items: center;
-  gap: 10px;
-  padding: 12px 16px;
-  border-bottom: 1px solid var(--border);
-  background: var(--bg);
+  margin-bottom: 16px;
 }
 
-.search-icon {
+.modal-title {
   font-size: 14px;
-  color: var(--text-dim);
-  background: var(--border);
-  padding: 2px 6px;
-  border-radius: 4px;
   font-weight: bold;
+  text-transform: uppercase;
+  letter-spacing: 1px;
 }
 
-.search-input {
-  flex: 1;
-  background: transparent;
+.modal-close {
+  background: none;
   border: none;
-  color: var(--text);
-  font-family: inherit;
-  font-size: 14px;
-  outline: none;
+  color: var(--text-dim);
+  font-size: 20px;
+  cursor: pointer;
 }
 
-.search-input::placeholder {
-  color: var(--text-dim);
+.panel-toggle-grid {
+  display: grid;
+  grid-template-columns: repeat(3, 1fr);
+  gap: 8px;
 }
 
-.search-kbd {
-  font-size: 10px;
-  color: var(--text-dim);
-  background: var(--border);
-  padding: 2px 6px;
-  border-radius: 3px;
-  font-family: inherit;
+.panel-toggle-item {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  padding: 8px;
+  background: var(--bg);
+  border: 1px solid var(--border);
+  cursor: pointer;
 }
 
-.search-results {
-  max-height: 400px;
-  overflow-y: auto;
+.panel-toggle-item:hover {
+  border-color: var(--text-dim);
 }
 
-.search-section-header {
-  padding: 8px 16px;
-  font-size: 10px;
-  color: var(--text-dim);
-  text-transform: uppercase;
-  letter-spacing: 1px;
-  background: var(--bg);
-  border-bottom: 1px solid var(--border);
+.panel-toggle-item.active {
+  border-color: var(--green);
 }
 
-.search-result-item {
+.panel-toggle-checkbox {
+  width: 14px;
+  height: 14px;
+  border: 1px solid var(--border);
   display: flex;
   align-items: center;
-  gap: 12px;
-  padding: 10px 16px;
-  cursor: pointer;
-  transition: background 0.1s;
+  justify-content: center;
+  font-size: 10px;
 }
 
-.search-result-item:hover,
-.search-result-item.selected {
-  background: var(--border);
+.panel-toggle-item.active .panel-toggle-checkbox {
+  background: var(--green);
+  border-color: var(--green);
+  color: var(--bg);
 }
 
-.search-result-item.selected {
-  border-left: 2px solid var(--green);
+.panel-toggle-label {
+  font-size: 10px;
+  text-transform: uppercase;
 }
 
-.search-result-icon {
-  font-size: 16px;
-  width: 24px;
-  text-align: center;
+/* Sources Modal */
+.sources-btn {
+  padding: 4px 8px;
+  background: transparent;
+  border: 1px solid var(--border);
+  color: var(--text);
+  font-family: inherit;
+  font-size: 11px;
+  cursor: pointer;
 }
 
-.search-result-content {
-  flex: 1;
-  min-width: 0;
+.sources-btn:hover {
+  border-color: var(--text-dim);
 }
 
-.search-result-title {
-  font-size: 12px;
-  color: var(--text);
-  white-space: nowrap;
-  overflow: hidden;
-  text-overflow: ellipsis;
+.sources-modal {
+  max-width: 600px;
+  width: 95%;
 }
 
-.search-result-title mark {
-  background: rgba(68, 255, 136, 0.3);
-  color: var(--green);
-  padding: 0 2px;
-  border-radius: 2px;
+.sources-counter {
+  font-size: 11px;
+  color: var(--text-dim);
+  margin-left: auto;
+  margin-right: 12px;
 }
 
-.search-result-subtitle {
-  font-size: 10px;
-  color: var(--text-dim);
-  margin-top: 2px;
-  white-space: nowrap;
-  overflow: hidden;
-  text-overflow: ellipsis;
+.sources-search {
+  margin-bottom: 12px;
 }
 
-.search-result-type {
-  font-size: 9px;
-  color: var(--text-dim);
-  text-transform: uppercase;
+.sources-search input {
+  width: 100%;
+  padding: 8px 10px;
   background: var(--bg);
-  padding: 2px 6px;
-  border-radius: 3px;
+  border: 1px solid var(--border);
+  color: var(--text);
+  font-family: inherit;
+  font-size: 11px;
 }
 
-.search-empty {
-  padding: 40px 16px;
-  text-align: center;
-  color: var(--text-dim);
+.sources-search input:focus {
+  outline: none;
+  border-color: var(--text-dim);
 }
 
-.search-empty-icon {
-  font-size: 32px;
+.sources-toggle-grid {
+  display: grid;
+  grid-template-columns: repeat(3, 1fr);
+  gap: 6px;
+  max-height: 50vh;
+  overflow-y: auto;
   margin-bottom: 12px;
-  opacity: 0.5;
-}
-
-.search-empty-hint {
-  font-size: 11px;
-  margin-top: 8px;
-  opacity: 0.7;
 }
 
-.search-footer {
+.source-toggle-item {
   display: flex;
-  gap: 16px;
-  padding: 8px 16px;
-  border-top: 1px solid var(--border);
+  align-items: center;
+  gap: 6px;
+  padding: 6px 8px;
   background: var(--bg);
+  border: 1px solid var(--border);
+  cursor: pointer;
   font-size: 10px;
-  color: var(--text-dim);
 }
 
-.search-footer kbd {
+.source-toggle-item:hover {
+  border-color: var(--text-dim);
+}
+
+.source-toggle-item.active {
+  border-color: var(--green);
+}
+
+.source-toggle-checkbox {
+  width: 12px;
+  height: 12px;
+  border: 1px solid var(--border);
+  display: flex;
+  align-items: center;
+  justify-content: center;
   font-size: 9px;
-  background: var(--border);
-  padding: 1px 4px;
+  flex-shrink: 0;
+}
+
+.source-toggle-item.active .source-toggle-checkbox {
+  background: var(--green);
+  border-color: var(--green);
+  color: var(--bg);
+}
+
+.source-toggle-label {
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+}
+
+.sources-footer {
+  display: flex;
+  gap: 8px;
+}
+
+.sources-footer button {
+  flex: 1;
+  padding: 6px 12px;
+  background: var(--bg);
+  border: 1px solid var(--border);
+  color: var(--text);
+  font-family: inherit;
+  font-size: 10px;
+  cursor: pointer;
+  text-transform: uppercase;
+}
+
+.sources-footer button:hover {
+  border-color: var(--text-dim);
+}
+
+@media (max-width: 600px) {
+  .sources-toggle-grid {
+    grid-template-columns: repeat(2, 1fr);
+  }
+}
+
+/* Map Popups */
+.map-popup {
+  position: fixed;
+  width: 380px;
+  max-height: calc(100vh - 120px);
+  background: rgba(10, 10, 10, 0.95);
+  border: 1px solid var(--red);
+  z-index: 1000;
+  overflow-y: auto;
+  box-shadow: 0 4px 24px rgba(255, 68, 68, 0.3);
+}
+
+.popup-header {
+  display: flex;
+  align-items: center;
+  gap: 12px;
+  padding: 12px 16px;
+  border-bottom: 1px solid var(--border);
+  position: sticky;
+  top: 0;
+  z-index: 1;
+  background: rgba(10, 10, 10, 0.98);
+}
+
+/* Solid backdrop for sticky header - ensures content doesn't show through */
+.popup-header::before {
+  content: '';
+  position: absolute;
+  inset: 0;
+  background: rgba(10, 10, 10, 0.98);
+  z-index: -1;
+}
+
+.popup-header.conflict {
+  background: rgba(255, 68, 68, 0.1);
+}
+
+.popup-header.hotspot {
+  background: rgba(68, 255, 136, 0.1);
+}
+
+.popup-header.earthquake {
+  background: rgba(255, 165, 0, 0.1);
+}
+
+.popup-header.ais {
+  background: rgba(0, 209, 255, 0.12);
+}
+
+.popup-title {
+  font-size: 16px;
+  font-weight: bold;
+  color: var(--red);
+  letter-spacing: 1px;
+  flex: 1;
+}
+
+.popup-header.hotspot .popup-title {
+  color: var(--green);
+}
+
+.popup-header.earthquake .popup-title {
+  color: #ff8c00;
+}
+
+.popup-header.ais .popup-title {
+  color: #00d1ff;
+}
+
+.popup-title.magnitude {
+  font-size: 28px;
+}
+
+.popup-badge {
+  padding: 4px 10px;
+  font-size: 10px;
+  font-weight: bold;
   border-radius: 2px;
-  margin-right: 4px;
+  letter-spacing: 1px;
+}
+
+.popup-badge.high {
+  background: var(--red);
+  color: var(--bg);
+}
+
+.popup-badge.medium {
+  background: var(--yellow);
+  color: var(--bg);
+}
+
+.popup-badge.elevated {
+  background: var(--yellow);
+  color: var(--bg);
+}
+
+.popup-badge.low {
+  background: #666;
+  color: var(--text);
+}
+
+.popup-close {
+  background: none;
+  border: none;
+  color: var(--text-dim);
+  font-size: 20px;
+  cursor: pointer;
+  padding: 0 4px;
+}
+
+.popup-close:hover {
+  color: var(--text);
+}
+
+.popup-body {
+  padding: 16px;
+}
+
+.popup-subtitle {
+  font-size: 12px;
+  color: var(--green);
+  margin-bottom: 12px;
+  letter-spacing: 0.5px;
+}
+
+.popup-description {
+  font-size: 12px;
+  line-height: 1.6;
+  color: var(--text);
+  margin-bottom: 16px;
+}
+
+.popup-location {
+  font-size: 14px;
+  color: var(--text);
+  margin-bottom: 16px;
+}
+
+.popup-stats {
+  display: grid;
+  grid-template-columns: 1fr 1fr;
+  gap: 12px;
+  margin-bottom: 16px;
+}
+
+.popup-stat {
+  display: flex;
+  flex-direction: column;
+  gap: 4px;
+}
+
+.stat-label {
+  font-size: 9px;
+  color: var(--text-dim);
+  letter-spacing: 1px;
+  text-transform: uppercase;
+}
+
+.stat-value {
+  font-size: 12px;
+  color: var(--green);
+}
+
+.popup-section {
+  margin-bottom: 16px;
+}
+
+.section-label {
+  font-size: 9px;
+  color: var(--text-dim);
+  letter-spacing: 1px;
+  display: block;
+  margin-bottom: 8px;
+}
+
+.popup-tags {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 6px;
+}
+
+.popup-tag {
+  padding: 4px 10px;
+  background: transparent;
+  border: 1px solid var(--border);
+  color: var(--text);
+  font-size: 10px;
+  border-radius: 2px;
+}
+
+.popup-list {
+  list-style: none;
+  padding: 0;
+  margin: 0;
+}
+
+.popup-list li {
+  position: relative;
+  padding-left: 16px;
+  margin-bottom: 6px;
+  font-size: 11px;
+  color: var(--red);
+}
+
+.popup-list li::before {
+  content: '●';
+  position: absolute;
+  left: 0;
+  color: var(--red);
+}
+
+.popup-news {
+  display: flex;
+  flex-direction: column;
+  gap: 12px;
+}
+
+.popup-news-item {
+  display: flex;
+  flex-direction: column;
+  gap: 4px;
+}
+
+.popup-news-item .news-source {
+  font-size: 9px;
+  color: var(--red);
+  text-transform: uppercase;
+  letter-spacing: 0.5px;
+}
+
+.popup-news-item .news-title {
+  font-size: 11px;
+  color: var(--text);
+  text-decoration: none;
+  line-height: 1.4;
+}
+
+.popup-news-item .news-title:hover {
+  color: var(--accent);
+}
+
+.popup-link {
+  display: inline-block;
+  color: var(--green);
+  text-decoration: none;
+  font-size: 11px;
+  margin-top: 8px;
+}
+
+.popup-link:hover {
+  text-decoration: underline;
+}
+
+/* Hotspot subtitles on map */
+.hotspot-subtext {
+  position: absolute;
+  top: 24px;
+  left: 50%;
+  transform: translateX(-50%) scale(calc(var(--label-scale, 1) / var(--marker-scale, 1)));
+  transform-origin: top center;
+  white-space: nowrap;
+  font-size: 7px;
+  color: var(--yellow);
+  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
+  font-style: italic;
+  opacity: 0.8;
+}
+
+/* Strategic waterway markers */
+.waterway-marker {
+  position: absolute;
+  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
+  transform-origin: center;
+  cursor: pointer;
+  z-index: 50;
+}
+
+.waterway-diamond {
+  width: 10px;
+  height: 10px;
+  background: #00ffaa;
+  transform: rotate(45deg);
+  box-shadow: 0 0 6px rgba(0, 255, 170, 0.6);
+  transition: all 0.2s ease;
+}
+
+.waterway-marker:hover .waterway-diamond {
+  background: #44ffcc;
+  box-shadow: 0 0 10px rgba(68, 255, 204, 0.8);
+  transform: rotate(45deg) scale(1.2);
+}
+
+/* AIS disruptions */
+.ais-disruption-marker {
+  position: absolute;
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
+  cursor: pointer;
+  z-index: 53;
+  gap: 2px;
+}
+
+.ais-disruption-marker.high {
+  --ais-color: #ffb703;
+}
+
+.ais-disruption-marker.elevated {
+  --ais-color: #ffd166;
+}
+
+.ais-disruption-marker.low {
+  --ais-color: #00d1ff;
+}
+
+.ais-disruption-icon {
+  font-size: 16px;
+  filter: drop-shadow(0 0 6px var(--ais-color, #00d1ff));
+}
+
+.ais-disruption-label {
+  font-size: 8px;
+  text-transform: uppercase;
+  letter-spacing: 0.6px;
+  color: var(--ais-color, #00d1ff);
+  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
+  white-space: nowrap;
+}
+
+.ais-density-spot {
+  pointer-events: none;
+  mix-blend-mode: screen;
+  filter: blur(0.2px);
+}
+
+/* APT markers */
+.apt-marker {
+  position: absolute;
+  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
+  transform-origin: center;
+  white-space: nowrap;
+  cursor: pointer;
+  z-index: 53;
+  opacity: 0.7;
+}
+
+.apt-marker:hover {
+  opacity: 1;
+}
+
+.apt-icon {
+  font-size: 10px;
+  color: #ff00ff;
+  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
+}
+
+.apt-label {
+  font-size: 7px;
+  color: #ff00ff;
+  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
+  letter-spacing: 0.5px;
+  transform: scale(calc(var(--label-scale, 1) / var(--marker-scale, 1)));
+  transform-origin: top center;
+}
+
+/* Breaking tag */
+.breaking-tag {
+  position: absolute;
+  white-space: nowrap;
+  font-size: 8px;
+  font-weight: bold;
+  color: var(--bg);
+  background: var(--red);
+  padding: 2px 6px;
+  border: 1px solid var(--red);
+  letter-spacing: 0.5px;
+  animation: pulse-breaking 0.8s ease-in-out infinite;
+  z-index: 55;
+}
+
+/* Map grid lines */
+.map-grid-line {
+  stroke: rgba(0, 255, 136, 0.15);
+  stroke-width: 0.5;
+  fill: none;
+}
+
+.map-grid-label {
+  font-size: 8px;
+  fill: var(--text-dim);
+  opacity: 0.5;
+}
+
+/* Map legend bar */
+.map-legend {
+  position: absolute;
+  bottom: 8px;
+  left: 50%;
+  transform: translateX(-50%);
+  display: flex;
+  align-items: center;
+  gap: 16px;
+  padding: 6px 16px;
+  background: rgba(10, 10, 10, 0.9);
+  border: 1px solid var(--border);
+  font-size: 9px;
+  color: var(--text-dim);
+  letter-spacing: 0.5px;
+  z-index: 100;
+}
+
+.map-legend-item {
+  display: flex;
+  align-items: center;
+  gap: 6px;
+}
+
+.map-legend-icon {
+  font-size: 10px;
+}
+
+.map-legend-icon.ship { color: #00ffaa; }
+.map-legend-icon.nuke { color: #ffff00; }
+.map-legend-icon.base { color: #4488ff; }
+.map-legend-icon.cable { color: #00ffaa; }
+.map-legend-icon.conflict { color: #ff4444; }
+.map-legend-icon.earthquake { color: #ffaa00; }
+.map-legend-icon.apt { color: #ff6600; }
+
+.legend-dot {
+  width: 8px;
+  height: 8px;
+  border-radius: 50%;
+  display: inline-block;
+}
+
+.legend-dot.high { background: #ff4444; box-shadow: 0 0 6px #ff4444; }
+.legend-dot.elevated { background: #ffaa00; box-shadow: 0 0 4px #ffaa00; }
+.legend-dot.low { background: #00ff88; }
+
+.conflict-click-area {
+  position: absolute;
+  z-index: 50;
+  transition: opacity 0.2s ease;
+}
+
+/* Map timestamp */
+.map-timestamp {
+  position: absolute;
+  bottom: 8px;
+  right: 10px;
+  font-size: 9px;
+  color: var(--text-dim);
+  z-index: 100;
+}
+
+/* Signal Pulse on Status Dot */
+.status-dot.signal-pulse {
+  animation: signal-dot-pulse 0.5s ease-out 6;
+  background: #00aaff;
+}
+
+@keyframes signal-dot-pulse {
+  0%, 100% { transform: scale(1); box-shadow: 0 0 0 rgba(0, 170, 255, 0.8); }
+  50% { transform: scale(1.8); box-shadow: 0 0 8px rgba(0, 170, 255, 1); }
+}
+
+/* Status Panel */
+.status-panel-container {
+  position: relative;
+}
+
+.status-panel-toggle {
+  background: transparent;
+  border: 1px solid var(--border);
+  color: var(--text-dim);
+  padding: 2px 6px;
+  font-size: 10px;
+  cursor: pointer;
+  border-radius: 3px;
+}
+
+.status-panel-toggle:hover {
+  border-color: var(--text-dim);
+}
+
+.status-icon {
+  font-size: 8px;
+}
+
+.status-icon.ok { color: var(--green); }
+.status-icon.warning { color: var(--yellow); }
+.status-icon.error { color: var(--red); }
+
+.status-panel {
+  position: absolute;
+  top: 100%;
+  left: 0;
+  margin-top: 8px;
+  width: 280px;
+  background: var(--surface);
+  border: 1px solid var(--border);
+  border-radius: 4px;
+  z-index: 1000;
+  box-shadow: 0 4px 20px rgba(0, 0, 0, 0.5);
+}
+
+.status-panel.hidden {
+  display: none;
+}
+
+.status-panel-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  padding: 8px 12px;
+  border-bottom: 1px solid var(--border);
+  font-size: 11px;
+  font-weight: bold;
+  color: var(--text);
+}
+
+.status-panel-close {
+  background: none;
+  border: none;
+  color: var(--text-dim);
+  font-size: 14px;
+  cursor: pointer;
+}
+
+.status-panel-content {
+  padding: 8px 0;
+  max-height: 300px;
+  overflow-y: auto;
+}
+
+.status-section {
+  padding: 8px 12px;
+}
+
+.status-section-title {
+  font-size: 9px;
+  color: var(--text-dim);
+  text-transform: uppercase;
+  margin-bottom: 6px;
+}
+
+.status-row {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  padding: 4px 0;
+  font-size: 11px;
+}
+
+.status-row .status-dot {
+  width: 6px;
+  height: 6px;
+  border-radius: 50%;
+  flex-shrink: 0;
+}
+
+.status-row .status-dot.ok { background: var(--green); }
+.status-row .status-dot.warning { background: var(--yellow); }
+.status-row .status-dot.error { background: var(--red); }
+.status-row .status-dot.disabled { background: #555; }
+.status-row:has(.status-dot.disabled) { opacity: 0.5; }
+
+.status-name {
+  flex: 1;
+  color: var(--text);
+}
+
+.status-detail {
+  color: var(--text-dim);
+  font-size: 10px;
+}
+
+.status-time {
+  color: var(--text-dim);
+  font-size: 10px;
+}
+
+.status-panel-footer {
+  padding: 6px 12px;
+  border-top: 1px solid var(--border);
+  font-size: 9px;
+  color: var(--text-dim);
+}
+
+/* Export Panel */
+.export-panel-container {
+  position: relative;
+}
+
+.export-btn {
+  background: transparent;
+  border: 1px solid var(--border);
+  color: var(--text-dim);
+  padding: 4px 8px;
+  font-size: 11px;
+  cursor: pointer;
+  border-radius: 3px;
+}
+
+.export-btn:hover {
+  border-color: var(--accent);
+  color: var(--accent);
+}
+
+.export-menu {
+  position: absolute;
+  top: 100%;
+  right: 0;
+  margin-top: 4px;
+  background: var(--surface);
+  border: 1px solid var(--border);
+  border-radius: 4px;
+  z-index: 1000;
+  box-shadow: 0 4px 12px rgba(0, 0, 0, 0.4);
+  min-width: 120px;
+}
+
+.export-menu.hidden {
+  display: none;
+}
+
+.export-option {
+  display: block;
+  width: 100%;
+  padding: 8px 12px;
+  background: none;
+  border: none;
+  color: var(--text);
+  font-size: 11px;
+  text-align: left;
+  cursor: pointer;
+}
+
+.export-option:hover {
+  background: var(--border);
+}
+
+.export-option:first-child {
+  border-radius: 3px 3px 0 0;
+}
+
+.export-option:last-child {
+  border-radius: 0 0 3px 3px;
+}
+
+/* Weather Markers */
+.weather-marker {
+  position: absolute;
+  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
+  transform-origin: center;
+  cursor: pointer;
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  z-index: 60;
+}
+
+.weather-icon {
+  font-size: 16px;
+  color: #ffaa00;
+  text-shadow: 0 0 4px rgba(255, 170, 0, 0.8);
+}
+
+.weather-marker.extreme .weather-icon {
+  color: #ff0000;
+  text-shadow: 0 0 6px rgba(255, 0, 0, 0.9);
+  animation: weather-pulse 1s ease-in-out infinite;
+}
+
+.weather-marker.severe .weather-icon {
+  color: #ff6600;
+  text-shadow: 0 0 5px rgba(255, 102, 0, 0.8);
+}
+
+.weather-marker.moderate .weather-icon {
+  color: #ffaa00;
+}
+
+.weather-marker.minor .weather-icon {
+  color: #ffff00;
+}
+
+.weather-label {
+  font-size: 8px;
+  color: var(--text);
+  background: rgba(0, 0, 0, 0.7);
+  padding: 1px 4px;
+  border-radius: 2px;
+  white-space: nowrap;
+  max-width: 80px;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  transform: scale(calc(var(--label-scale, 1) / var(--marker-scale, 1)));
+  transform-origin: top center;
+}
+
+@keyframes weather-pulse {
+  0%, 100% { opacity: 1; }
+  50% { opacity: 0.6; }
+}
+
+/* Weather popup styles */
+.popup-header.weather {
+  background: linear-gradient(135deg, #ff8800, #ff4400);
+}
+
+.popup-header.weather.extreme {
+  background: linear-gradient(135deg, #ff0000, #aa0000);
+}
+
+.popup-header.weather.severe {
+  background: linear-gradient(135deg, #ff6600, #cc4400);
+}
+
+.popup-header.weather.moderate {
+  background: linear-gradient(135deg, #ffaa00, #cc8800);
+}
+
+.popup-header.weather.minor {
+  background: linear-gradient(135deg, #ffcc00, #ccaa00);
+}
+
+.popup-headline {
+  font-weight: bold;
+  margin-bottom: 8px;
+  color: var(--text);
+}
+
+/* Economic Markers */
+.economic-marker {
+  position: absolute;
+  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
+  transform-origin: center;
+  cursor: pointer;
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  z-index: 50;
+  opacity: 0.85;
+  transition: opacity 0.2s ease;
+}
+
+.economic-marker:hover {
+  opacity: 1;
+  z-index: 100;
+}
+
+.economic-icon {
+  font-size: 14px;
+  filter: drop-shadow(0 0 3px rgba(0, 0, 0, 0.8));
+}
+
+.economic-marker.exchange .economic-icon {
+  filter: drop-shadow(0 0 4px rgba(76, 175, 80, 0.6));
+}
+
+.economic-marker.central-bank .economic-icon {
+  filter: drop-shadow(0 0 4px rgba(33, 150, 243, 0.6));
+}
+
+.economic-marker.financial-hub .economic-icon {
+  filter: drop-shadow(0 0 4px rgba(255, 193, 7, 0.6));
+}
+
+.economic-label {
+  font-size: 7px;
+  color: var(--text);
+  background: rgba(0, 20, 15, 0.9);
+  padding: 1px 3px;
+  border-radius: 2px;
+  white-space: nowrap;
+  margin-top: 1px;
+  opacity: 0;
+  transition: opacity 0.2s ease;
+  transform: scale(calc(var(--label-scale, 1) / var(--marker-scale, 1)));
+  transform-origin: top center;
+}
+
+.economic-marker:hover .economic-label {
+  opacity: 1;
+}
+
+.map-wrapper[data-layer-hidden-bases="true"] .base-marker,
+.map-wrapper[data-layer-hidden-nuclear="true"] .nuclear-marker,
+.map-wrapper[data-layer-hidden-natural="true"] .earthquake-marker,
+.map-wrapper[data-layer-hidden-natural="true"] .nat-event-marker,
+.map-wrapper[data-layer-hidden-economic="true"] .economic-marker,
+.map-wrapper[data-layer-hidden-conflicts="true"] .conflicts,
+.map-wrapper[data-layer-hidden-conflicts="true"] .conflict-label-overlay,
+.map-wrapper[data-layer-hidden-conflicts="true"] .conflict-click-area {
+  opacity: 0;
+  pointer-events: none;
+}
+
+.map-wrapper:not([data-labels-hidden-bases="true"]) .base-label,
+.map-wrapper:not([data-labels-hidden-economic="true"]) .economic-label {
+  opacity: 1;
+}
+
+.map-wrapper[data-labels-hidden-bases="true"] .base-label,
+.map-wrapper[data-labels-hidden-nuclear="true"] .nuclear-label,
+.map-wrapper[data-labels-hidden-natural="true"] .earthquake-label,
+.map-wrapper[data-labels-hidden-natural="true"] .nat-event-label,
+.map-wrapper[data-labels-hidden-economic="true"] .economic-label,
+.map-wrapper[data-labels-hidden-conflicts="true"] .conflict-label-overlay {
+  opacity: 0;
+}
+
+.popup-header.economic {
+  background: linear-gradient(135deg, #4caf50, #2e7d32);
+}
+
+.popup-header.economic.central-bank {
+  background: linear-gradient(135deg, #2196f3, #1565c0);
+}
+
+.popup-header.economic.financial-hub {
+  background: linear-gradient(135deg, #ffc107, #ff9800);
+}
+
+/* Spaceport Markers */
+.spaceport-marker {
+  position: absolute;
+  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
+  transform-origin: center;
+  z-index: 55;
+  cursor: pointer;
+  transition: transform 0.2s ease;
+}
+
+.spaceport-marker:hover {
+  transform: translate(-50%, -50%) scale(calc(var(--marker-scale, 1) * 1.3));
+}
+
+.spaceport-icon {
+  font-size: 16px;
+  filter: drop-shadow(0 0 4px #00aaff);
+}
+
+.spaceport-marker.active .spaceport-icon {
+  filter: drop-shadow(0 0 8px #00ffaa) drop-shadow(0 0 16px #00ffaa);
+}
+
+.spaceport-marker.planned .spaceport-icon {
+  filter: drop-shadow(0 0 4px #ffaa00);
+  opacity: 0.7;
+}
+
+.spaceport-marker.inactive .spaceport-icon {
+  filter: grayscale(1);
+  opacity: 0.5;
+}
+
+.spaceport-label {
+  position: absolute;
+  top: 20px;
+  left: 50%;
+  transform: translateX(-50%) scale(calc(var(--label-scale, 1) / var(--marker-scale, 1)));
+  transform-origin: top center;
+  white-space: nowrap;
+  font-size: 7px;
+  color: #00aaff;
+  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
+  font-weight: bold;
+  text-transform: uppercase;
+  opacity: 0;
+  transition: opacity 0.2s ease;
+}
+
+.spaceport-marker:hover .spaceport-label {
+  opacity: 1;
+}
+
+.spaceport-marker.active .spaceport-label {
+  color: #00ffaa;
+}
+
+.spaceport-marker.planned .spaceport-label {
+  color: #ffaa00;
+}
+
+/* Spaceport popup header */
+.popup-header.spaceport {
+  background: linear-gradient(135deg, #00224420, #001a3310);
+  border-left: 3px solid #00aaff;
+}
+
+.popup-header.spaceport.active {
+  border-left-color: #00ffaa;
+}
+
+.popup-header.spaceport.planned {
+  border-left-color: #ffaa00;
+}
+
+/* Critical Minerals Markers */
+.mineral-marker {
+  position: absolute;
+  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
+  transform-origin: center;
+  z-index: 54;
+  cursor: pointer;
+  transition: transform 0.2s ease;
+}
+
+.mineral-marker:hover {
+  transform: translate(-50%, -50%) scale(calc(var(--marker-scale, 1) * 1.3));
+}
+
+.mineral-icon {
+  font-size: 14px;
+  filter: drop-shadow(0 0 4px #aa44ff);
+}
+
+.mineral-marker.producing .mineral-icon {
+  filter: drop-shadow(0 0 6px #44ff88) drop-shadow(0 0 12px #44ff8860);
+}
+
+.mineral-marker.developing .mineral-icon {
+  filter: drop-shadow(0 0 4px #ffaa00);
+  opacity: 0.8;
+}
+
+.mineral-marker.exploration .mineral-icon {
+  filter: drop-shadow(0 0 3px #888);
+  opacity: 0.6;
+}
+
+.mineral-label {
+  position: absolute;
+  top: 18px;
+  left: 50%;
+  transform: translateX(-50%) scale(calc(var(--label-scale, 1) / var(--marker-scale, 1)));
+  transform-origin: top center;
+  white-space: nowrap;
+  font-size: 7px;
+  color: #aa44ff;
+  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
+  font-weight: bold;
+  text-transform: uppercase;
+  opacity: 0;
+  transition: opacity 0.2s ease;
+}
+
+.mineral-marker:hover .mineral-label {
+  opacity: 1;
+}
+
+.mineral-marker.producing .mineral-label {
+  color: #44ff88;
+}
+
+.mineral-marker.developing .mineral-label {
+  color: #ffaa00;
+}
+
+/* Mineral popup header */
+.popup-header.mineral {
+  background: linear-gradient(135deg, #331a4420, #221a3310);
+  border-left: 3px solid #aa44ff;
+}
+
+.popup-header.mineral.producing {
+  border-left-color: #44ff88;
+}
+
+.popup-header.mineral.developing {
+  border-left-color: #ffaa00;
+}
+
+/* ============================================
+   TECH VARIANT MARKERS
+   ============================================ */
+
+/* Startup Hub Markers */
+.startup-hub-marker {
+  position: absolute;
+  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
+  transform-origin: center;
+  z-index: 56;
+  cursor: pointer;
+  transition: transform 0.2s ease;
+}
+
+.startup-hub-marker:hover {
+  transform: translate(-50%, -50%) scale(calc(var(--marker-scale, 1) * 1.3));
+}
+
+.startup-hub-icon {
+  font-size: 16px;
+  filter: drop-shadow(0 0 4px #00ff88);
+}
+
+.startup-hub-marker.mega .startup-hub-icon {
+  font-size: 20px;
+  filter: drop-shadow(0 0 8px #ff44ff) drop-shadow(0 0 16px #ff44ff60);
+}
+
+.startup-hub-marker.major .startup-hub-icon {
+  filter: drop-shadow(0 0 6px #00aaff) drop-shadow(0 0 12px #00aaff60);
+}
+
+.startup-hub-marker.emerging .startup-hub-icon {
+  filter: drop-shadow(0 0 4px #ffaa00);
+  opacity: 0.85;
+}
+
+.startup-hub-label {
+  position: absolute;
+  left: 50%;
+  top: 100%;
+  transform: translateX(-50%);
+  white-space: nowrap;
+  font-size: 8px;
+  padding: 2px 4px;
+  background: rgba(0, 0, 0, 0.8);
+  border-radius: 2px;
+  text-transform: uppercase;
+  opacity: 0;
+  transition: opacity 0.2s ease;
+  margin-top: 2px;
+  color: #00ff88;
+}
+
+.startup-hub-marker:hover .startup-hub-label {
+  opacity: 1;
+}
+
+.startup-hub-marker.mega .startup-hub-label {
+  color: #ff44ff;
+  opacity: 1;
+}
+
+.startup-hub-marker.major .startup-hub-label {
+  color: #00aaff;
+}
+
+/* Startup Hub popup header */
+.popup-header.startup-hub {
+  background: linear-gradient(135deg, #00331a20, #00221510);
+  border-left: 3px solid #00ff88;
+}
+
+.popup-header.startup-hub.mega {
+  border-left-color: #ff44ff;
+  background: linear-gradient(135deg, #331a3320, #22153310);
+}
+
+.popup-header.startup-hub.major {
+  border-left-color: #00aaff;
+}
+
+.popup-badge.mega { background: #ff44ff; color: #000; }
+.popup-badge.major { background: #00aaff; color: #000; }
+.popup-badge.emerging { background: #ffaa00; color: #000; }
+
+/* Cloud Region Markers */
+.cloud-region-marker {
+  position: absolute;
+  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
+  transform-origin: center;
+  z-index: 54;
+  cursor: pointer;
+  transition: transform 0.2s ease;
+}
+
+.cloud-region-marker:hover {
+  transform: translate(-50%, -50%) scale(calc(var(--marker-scale, 1) * 1.3));
+}
+
+.cloud-region-icon {
+  font-size: 12px;
+  filter: drop-shadow(0 0 4px #fff);
+}
+
+.cloud-region-marker.aws .cloud-region-icon {
+  filter: drop-shadow(0 0 4px #ff9900);
+}
+
+.cloud-region-marker.gcp .cloud-region-icon {
+  filter: drop-shadow(0 0 4px #4285f4);
+}
+
+.cloud-region-marker.azure .cloud-region-icon {
+  filter: drop-shadow(0 0 4px #0078d4);
+}
+
+.cloud-region-marker.cloudflare .cloud-region-icon {
+  filter: drop-shadow(0 0 4px #f38020);
+}
+
+.cloud-region-label {
+  position: absolute;
+  left: 50%;
+  top: 100%;
+  transform: translateX(-50%);
+  white-space: nowrap;
+  font-size: 7px;
+  padding: 1px 3px;
+  background: rgba(0, 0, 0, 0.8);
+  border-radius: 2px;
+  text-transform: uppercase;
+  opacity: 0;
+  transition: opacity 0.2s ease;
+  margin-top: 2px;
+}
+
+.cloud-region-marker:hover .cloud-region-label {
+  opacity: 1;
+}
+
+.cloud-region-marker.aws .cloud-region-label { color: #ff9900; }
+.cloud-region-marker.gcp .cloud-region-label { color: #4285f4; }
+.cloud-region-marker.azure .cloud-region-label { color: #0078d4; }
+.cloud-region-marker.cloudflare .cloud-region-label { color: #f38020; }
+
+/* Cloud Region popup header */
+.popup-header.cloud-region {
+  background: linear-gradient(135deg, #00221a20, #00111010);
+  border-left: 3px solid #fff;
+}
+
+.popup-header.cloud-region.aws { border-left-color: #ff9900; }
+.popup-header.cloud-region.gcp { border-left-color: #4285f4; }
+.popup-header.cloud-region.azure { border-left-color: #0078d4; }
+.popup-header.cloud-region.cloudflare { border-left-color: #f38020; }
+
+.popup-badge.aws { background: #ff9900; color: #000; }
+.popup-badge.gcp { background: #4285f4; color: #fff; }
+.popup-badge.azure { background: #0078d4; color: #fff; }
+.popup-badge.cloudflare { background: #f38020; color: #fff; }
+
+/* Tech HQ Markers */
+.tech-hq-marker {
+  position: absolute;
+  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
+  transform-origin: center;
+  z-index: 55;
+  cursor: pointer;
+  transition: transform 0.2s ease;
+}
+
+.tech-hq-marker:hover {
+  transform: translate(-50%, -50%) scale(calc(var(--marker-scale, 1) * 1.3));
+}
+
+.tech-hq-icon {
+  font-size: 14px;
+  filter: drop-shadow(0 0 4px #8844ff);
+}
+
+.tech-hq-marker.faang .tech-hq-icon {
+  font-size: 16px;
+  filter: drop-shadow(0 0 6px #00ffaa) drop-shadow(0 0 12px #00ffaa60);
+}
+
+.tech-hq-marker.unicorn .tech-hq-icon {
+  filter: drop-shadow(0 0 6px #ff44ff) drop-shadow(0 0 12px #ff44ff60);
+}
+
+.tech-hq-marker.public .tech-hq-icon {
+  filter: drop-shadow(0 0 4px #00aaff);
+  opacity: 0.9;
+}
+
+.tech-hq-label {
+  position: absolute;
+  left: 50%;
+  top: 100%;
+  transform: translateX(-50%);
+  white-space: nowrap;
+  font-size: 8px;
+  padding: 2px 4px;
+  background: rgba(0, 0, 0, 0.8);
+  border-radius: 2px;
+  text-transform: uppercase;
+  opacity: 0;
+  transition: opacity 0.2s ease;
+  margin-top: 2px;
+  font-weight: bold;
+}
+
+.tech-hq-marker:hover .tech-hq-label {
+  opacity: 1;
+}
+
+.tech-hq-marker.faang .tech-hq-label {
+  color: #00ffaa;
+  opacity: 1;
+}
+
+.tech-hq-marker.unicorn .tech-hq-label {
+  color: #ff44ff;
+}
+
+.tech-hq-marker.public .tech-hq-label {
+  color: #00aaff;
+}
+
+/* Tech HQ popup header */
+.popup-header.tech-hq {
+  background: linear-gradient(135deg, #1a1a3320, #11112210);
+  border-left: 3px solid #8844ff;
+}
+
+.popup-header.tech-hq.faang {
+  border-left-color: #00ffaa;
+}
+
+.popup-header.tech-hq.unicorn {
+  border-left-color: #ff44ff;
+}
+
+.popup-badge.faang { background: #00ffaa; color: #000; }
+.popup-badge.unicorn { background: #ff44ff; color: #000; }
+.popup-badge.public { background: #00aaff; color: #fff; }
+
+/* Cluster badges for grouped markers */
+.cluster-badge {
+  position: absolute;
+  top: -6px;
+  right: -6px;
+  background: var(--red);
+  color: #fff;
+  font-size: 9px;
+  font-weight: bold;
+  min-width: 14px;
+  height: 14px;
+  border-radius: 7px;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  padding: 0 3px;
+  border: 1px solid #000;
+  z-index: 10;
+}
+
+.tech-hq-marker.cluster {
+  z-index: 60;
+}
+
+.tech-hq-marker.cluster .tech-hq-icon {
+  font-size: 18px;
+}
+
+.tech-event-marker.cluster {
+  width: 18px;
+  height: 18px;
+  z-index: 1001;
+}
+
+.tech-event-marker.cluster .cluster-badge {
+  background: #fff;
+  color: #333;
+}
+
+/* Cluster popups */
+.cluster-popup {
+  max-height: 300px;
+  overflow-y: auto;
+}
+
+.cluster-summary {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 6px;
+  margin: 8px 0;
+}
+
+.cluster-summary .summary-item {
+  font-size: 10px;
+  padding: 2px 6px;
+  border-radius: 3px;
+  background: rgba(255, 255, 255, 0.1);
+}
+
+.cluster-summary .summary-item.faang { color: #00ffaa; }
+.cluster-summary .summary-item.unicorn { color: #ff44ff; }
+.cluster-summary .summary-item.public { color: #00aaff; }
+.cluster-summary .summary-item.soon { color: var(--yellow); }
+
+.cluster-list {
+  list-style: none;
+  padding: 0;
+  margin: 8px 0 0 0;
+  font-size: 11px;
+}
+
+.cluster-list .cluster-item {
+  padding: 4px 0;
+  border-bottom: 1px solid rgba(255, 255, 255, 0.1);
+}
+
+.cluster-list .cluster-item:last-child {
+  border-bottom: none;
+}
+
+.cluster-list .cluster-item.faang { color: #00ffaa; }
+.cluster-list .cluster-item.unicorn { color: #ff44ff; }
+.cluster-list .cluster-item.public { color: #00aaff; }
+.cluster-list .cluster-item.urgent { color: var(--red); }
+.cluster-list .cluster-item.soon { color: var(--yellow); }
+
+/* Accelerator Markers */
+.accelerator-marker {
+  position: absolute;
+  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
+  transform-origin: center;
+  z-index: 53;
+  cursor: pointer;
+  transition: transform 0.2s ease;
+}
+
+.accelerator-marker:hover {
+  transform: translate(-50%, -50%) scale(calc(var(--marker-scale, 1) * 1.3));
+}
+
+.accelerator-icon {
+  font-size: 14px;
+  filter: drop-shadow(0 0 4px #ff6600);
+}
+
+.accelerator-marker.accelerator .accelerator-icon {
+  filter: drop-shadow(0 0 6px #ff6600) drop-shadow(0 0 12px #ff660060);
+}
+
+.accelerator-marker.incubator .accelerator-icon {
+  filter: drop-shadow(0 0 4px #00ff88);
+}
+
+.accelerator-marker.studio .accelerator-icon {
+  filter: drop-shadow(0 0 4px #ff44aa);
+}
+
+.accelerator-label {
+  position: absolute;
+  left: 50%;
+  top: 100%;
+  transform: translateX(-50%);
+  white-space: nowrap;
+  font-size: 7px;
+  padding: 2px 4px;
+  background: rgba(0, 0, 0, 0.8);
+  border-radius: 2px;
+  text-transform: uppercase;
+  opacity: 0;
+  transition: opacity 0.2s ease;
+  margin-top: 2px;
+}
+
+.accelerator-marker:hover .accelerator-label {
+  opacity: 1;
+}
+
+.accelerator-marker.accelerator .accelerator-label { color: #ff6600; }
+.accelerator-marker.incubator .accelerator-label { color: #00ff88; }
+.accelerator-marker.studio .accelerator-label { color: #ff44aa; }
+
+/* Accelerator popup header */
+.popup-header.accelerator {
+  background: linear-gradient(135deg, #331a1020, #221a0810);
+  border-left: 3px solid #ff6600;
+}
+
+.popup-header.accelerator.incubator {
+  border-left-color: #00ff88;
+}
+
+.popup-header.accelerator.studio {
+  border-left-color: #ff44aa;
+}
+
+.popup-badge.accelerator { background: #ff6600; color: #fff; }
+.popup-badge.incubator { background: #00ff88; color: #000; }
+.popup-badge.studio { background: #ff44aa; color: #fff; }
+
+/* Notable alumni list in accelerator popup */
+.popup-notable {
+  margin-top: 8px;
+  padding: 6px 8px;
+  background: rgba(255, 102, 0, 0.1);
+  border-radius: 4px;
+}
+
+.notable-label {
+  display: block;
+  font-size: 8px;
+  color: var(--text-dim);
+  text-transform: uppercase;
+  margin-bottom: 4px;
+}
+
+.notable-list {
+  font-size: 10px;
+  color: #ff6600;
+}
+
+/* Economic Panel */
+
+.economic-indicators {
+  display: flex;
+  flex-direction: column;
+  gap: 1px;
+  background: var(--border);
+}
+
+.economic-indicator {
+  background: var(--surface);
+  padding: 8px 12px;
+}
+
+.indicator-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  margin-bottom: 4px;
+}
+
+.indicator-name {
+  font-size: 10px;
+  color: var(--text);
+  font-weight: 500;
+}
+
+.indicator-id {
+  font-size: 9px;
+  color: var(--text-dim);
+  font-family: monospace;
+}
+
+.indicator-value {
+  display: flex;
+  justify-content: space-between;
+  align-items: baseline;
+}
+
+.indicator-value .value {
+  font-size: 14px;
+  font-weight: bold;
+  color: var(--accent);
+}
+
+.indicator-value .change {
+  font-size: 10px;
+  color: var(--text-dim);
+}
+
+.indicator-value .change.positive {
+  color: var(--green);
+}
+
+.indicator-value .change.negative {
+  color: var(--red);
+}
+
+.indicator-date {
+  font-size: 9px;
+  color: var(--text-dim);
+  margin-top: 2px;
+}
+
+.economic-footer {
+  padding: 6px 12px;
+  border-top: 1px solid var(--border);
+  text-align: right;
+}
+
+.economic-source {
+  font-size: 9px;
+  color: var(--text-dim);
+}
+
+/* Economic Panel Tabs */
+.economic-tabs {
+  display: flex;
+  gap: 2px;
+  padding: 6px 8px;
+  border-bottom: 1px solid var(--border);
+  background: rgba(0, 0, 0, 0.2);
+}
+
+.economic-tab {
+  flex: 1;
+  padding: 4px 8px;
+  font-size: 10px;
+  border: none;
+  background: transparent;
+  color: var(--text-dim);
+  cursor: pointer;
+  border-radius: 4px;
+  transition: all 0.15s;
+}
+
+.economic-tab:hover {
+  background: rgba(68, 255, 136, 0.1);
+  color: var(--text);
+}
+
+.economic-tab.active {
+  background: rgba(68, 255, 136, 0.2);
+  color: var(--green);
+}
+
+.economic-content {
+  padding: 8px;
+  max-height: 300px;
+  overflow-y: auto;
+}
+
+.economic-empty {
+  padding: 16px;
+  text-align: center;
+  color: var(--text-dim);
+  font-size: 11px;
+}
+
+/* Government Spending */
+.spending-summary {
+  padding: 8px;
+  background: rgba(68, 255, 136, 0.05);
+  border-radius: 4px;
+  margin-bottom: 8px;
+}
+
+.spending-total {
+  font-size: 14px;
+  font-weight: 600;
+  color: var(--green);
+}
+
+.spending-period {
+  display: block;
+  font-size: 9px;
+  color: var(--text-dim);
+  font-weight: 400;
+  margin-top: 2px;
+}
+
+.spending-list {
+  display: flex;
+  flex-direction: column;
+  gap: 6px;
+}
+
+.spending-award {
+  padding: 8px;
+  background: rgba(255, 255, 255, 0.02);
+  border-radius: 4px;
+  border-left: 2px solid var(--border);
+}
+
+.spending-award:hover {
+  background: rgba(255, 255, 255, 0.04);
+  border-left-color: var(--green);
+}
+
+.award-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  margin-bottom: 4px;
+}
+
+.award-icon {
+  font-size: 12px;
+}
+
+.award-amount {
+  font-size: 12px;
+  font-weight: 600;
+  color: var(--green);
+}
+
+.award-recipient {
+  font-size: 11px;
+  color: var(--text);
+  font-weight: 500;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+}
+
+.award-agency {
+  font-size: 9px;
+  color: var(--text-dim);
+  margin-top: 2px;
+}
+
+.award-desc {
+  font-size: 9px;
+  color: var(--text-dim);
+  margin-top: 4px;
+  line-height: 1.3;
+}
+
+/* Search Modal (Cmd+K) */
+.search-overlay {
+  position: fixed;
+  top: 0;
+  left: 0;
+  right: 0;
+  bottom: 0;
+  background: rgba(0, 0, 0, 0.85);
+  display: flex;
+  align-items: flex-start;
+  justify-content: center;
+  padding-top: 15vh;
+  z-index: 2000;
+  backdrop-filter: blur(4px);
+}
+
+.search-modal {
+  width: 560px;
+  max-width: 90vw;
+  background: var(--surface);
+  border: 1px solid var(--border);
+  border-radius: 8px;
+  box-shadow: 0 20px 60px rgba(0, 0, 0, 0.6);
+  overflow: hidden;
+}
+
+.search-header {
+  display: flex;
+  align-items: center;
+  gap: 10px;
+  padding: 12px 16px;
+  border-bottom: 1px solid var(--border);
+  background: var(--bg);
+}
+
+.search-icon {
+  font-size: 14px;
+  color: var(--text-dim);
+  background: var(--border);
+  padding: 2px 6px;
+  border-radius: 4px;
+  font-weight: bold;
+}
+
+.search-input {
+  flex: 1;
+  background: transparent;
+  border: none;
+  color: var(--text);
+  font-family: inherit;
+  font-size: 14px;
+  outline: none;
+}
+
+.search-input::placeholder {
+  color: var(--text-dim);
+}
+
+.search-kbd {
+  font-size: 10px;
+  color: var(--text-dim);
+  background: var(--border);
+  padding: 2px 6px;
+  border-radius: 3px;
+  font-family: inherit;
+}
+
+.search-results {
+  max-height: 400px;
+  overflow-y: auto;
+}
+
+.search-section-header {
+  padding: 8px 16px;
+  font-size: 10px;
+  color: var(--text-dim);
+  text-transform: uppercase;
+  letter-spacing: 1px;
+  background: var(--bg);
+  border-bottom: 1px solid var(--border);
+}
+
+.search-result-item {
+  display: flex;
+  align-items: center;
+  gap: 12px;
+  padding: 10px 16px;
+  cursor: pointer;
+  transition: background 0.1s;
+}
+
+.search-result-item:hover,
+.search-result-item.selected {
+  background: var(--border);
+}
+
+.search-result-item.selected {
+  border-left: 2px solid var(--green);
+}
+
+.search-result-icon {
+  font-size: 16px;
+  width: 24px;
+  text-align: center;
+}
+
+.search-result-content {
+  flex: 1;
+  min-width: 0;
+}
+
+.search-result-title {
+  font-size: 12px;
+  color: var(--text);
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+}
+
+.search-result-title mark {
+  background: rgba(68, 255, 136, 0.3);
+  color: var(--green);
+  padding: 0 2px;
+  border-radius: 2px;
+}
+
+.search-result-subtitle {
+  font-size: 10px;
+  color: var(--text-dim);
+  margin-top: 2px;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+}
+
+.search-result-type {
+  font-size: 9px;
+  color: var(--text-dim);
+  text-transform: uppercase;
+  background: var(--bg);
+  padding: 2px 6px;
+  border-radius: 3px;
+}
+
+.search-empty {
+  padding: 40px 16px;
+  text-align: center;
+  color: var(--text-dim);
+}
+
+.search-empty-icon {
+  font-size: 32px;
+  margin-bottom: 12px;
+  opacity: 0.5;
+}
+
+.search-empty-hint {
+  font-size: 11px;
+  margin-top: 8px;
+  opacity: 0.7;
+}
+
+.search-footer {
+  display: flex;
+  gap: 16px;
+  padding: 8px 16px;
+  border-top: 1px solid var(--border);
+  background: var(--bg);
+  font-size: 10px;
+  color: var(--text-dim);
+}
+
+.search-footer kbd {
+  font-size: 9px;
+  background: var(--border);
+  padding: 1px 4px;
+  border-radius: 2px;
+  margin-right: 4px;
+}
+
+/* Flight Delay Markers */
+.flight-delay-marker {
+  position: absolute;
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
+  transform-origin: center;
+  cursor: pointer;
+  z-index: 53;
+  --flight-color: #4a9eff;
+}
+
+.flight-delay-marker.normal {
+  --flight-color: #44ff88;
+}
+
+.flight-delay-marker.minor {
+  --flight-color: #ffcc00;
+}
+
+.flight-delay-marker.moderate {
+  --flight-color: #ff9900;
+}
+
+.flight-delay-marker.major {
+  --flight-color: #ff6600;
+  animation: flight-pulse 2s ease-in-out infinite;
+}
+
+.flight-delay-marker.severe {
+  --flight-color: #ff2222;
+  animation: flight-pulse 1s ease-in-out infinite;
+}
+
+.flight-delay-icon {
+  font-size: 18px;
+  filter: drop-shadow(0 0 6px var(--flight-color));
+}
+
+.flight-delay-label {
+  font-size: 9px;
+  color: var(--flight-color);
+  text-transform: uppercase;
+  letter-spacing: 0.5px;
+  margin-top: 2px;
+  white-space: nowrap;
+  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
+  font-weight: bold;
+}
+
+@keyframes flight-pulse {
+  0%, 100% { opacity: 1; transform: translate(-50%, -50%) scale(var(--marker-scale, 1)); }
+  50% { opacity: 0.7; transform: translate(-50%, -50%) scale(calc(var(--marker-scale, 1) * 1.15)); }
+}
+
+/* Flight Popup Styles */
+.popup-header.flight {
+  background: linear-gradient(90deg, var(--flight-color, #4a9eff) 0%, transparent 100%);
+}
+
+.popup-header.flight.normal {
+  --flight-color: #44ff88;
+}
+
+.popup-header.flight.minor {
+  --flight-color: #ffcc00;
+}
+
+.popup-header.flight.moderate {
+  --flight-color: #ff9900;
+}
+
+.popup-header.flight.major {
+  --flight-color: #ff6600;
+}
+
+.popup-header.flight.severe {
+  --flight-color: #ff2222;
+}
+
+.popup-location {
+  font-size: 10px;
+  color: var(--text-dim);
+  margin-bottom: 8px;
+}
+
+/* ============================================
+   Military Flight Tracking Markers
+   ============================================ */
+
+.military-flight-marker {
+  position: absolute;
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
+  transform-origin: center;
+  cursor: pointer;
+  z-index: 55;
+  --mil-color: #39ff14;
+  opacity: 0.7;
+}
+
+.military-flight-marker:hover {
+  opacity: 1;
+}
+
+/* US Military - olive */
+.military-flight-marker.usaf,
+.military-flight-marker.usn,
+.military-flight-marker.usmc,
+.military-flight-marker.usa {
+  --mil-color: #9acd32;
+}
+
+/* UK Military - forest green */
+.military-flight-marker.raf,
+.military-flight-marker.rn {
+  --mil-color: #228b22;
+}
+
+/* French - teal */
+.military-flight-marker.faf {
+  --mil-color: #20b2aa;
+}
+
+/* German - olive */
+.military-flight-marker.gaf {
+  --mil-color: #6b8e23;
+}
+
+/* China - red */
+.military-flight-marker.plaaf,
+.military-flight-marker.plan {
+  --mil-color: #dc143c;
+}
+
+/* Russia - orange */
+.military-flight-marker.vks {
+  --mil-color: #ff4500;
+}
+
+/* Israel - spring green */
+.military-flight-marker.iaf {
+  --mil-color: #00ff7f;
+}
+
+/* NATO - blue */
+.military-flight-marker.nato {
+  --mil-color: #4169e1;
+}
+
+.military-flight-marker.interesting {
+  opacity: 0.9;
+}
+
+.military-flight-marker.bomber,
+.military-flight-marker.reconnaissance {
+  --mil-color: #ff1493;
+  opacity: 0.9;
+}
+
+.military-flight-icon {
+  width: 20px;
+  height: 20px;
+  position: relative;
+  transition: transform 0.3s ease;
+}
+
+/* Crosshair horizontal line */
+.military-flight-icon::before {
+  content: '';
+  position: absolute;
+  top: 50%;
+  left: 0;
+  right: 0;
+  height: 3px;
+  background: var(--mil-color);
+  transform: translateY(-50%);
+  box-shadow: 0 0 6px var(--mil-color), 0 0 12px var(--mil-color);
+}
+
+/* Crosshair vertical line */
+.military-flight-icon::after {
+  content: '';
+  position: absolute;
+  left: 50%;
+  top: 0;
+  bottom: 0;
+  width: 3px;
+  background: var(--mil-color);
+  transform: translateX(-50%);
+  box-shadow: 0 0 6px var(--mil-color), 0 0 12px var(--mil-color);
+}
+
+/* Special aircraft types get different crosshair styles */
+.military-flight-icon.bomber::before,
+.military-flight-icon.bomber::after {
+  background: #ff1493;
+  box-shadow: 0 0 4px #ff1493;
+}
+
+.military-flight-icon.reconnaissance::before,
+.military-flight-icon.reconnaissance::after,
+.military-flight-icon.awacs::before,
+.military-flight-icon.awacs::after {
+  background: #00ffff;
+  box-shadow: 0 0 4px #00ffff;
+}
+
+.military-flight-icon.fighter {
+  width: 22px;
+  height: 22px;
+}
+
+.military-flight-icon.fighter::before,
+.military-flight-icon.fighter::after {
+  box-shadow: 0 0 5px var(--mil-color);
+}
+
+.military-flight-label {
+  font-size: 7px;
+  color: var(--mil-color);
+  text-transform: uppercase;
+  letter-spacing: 0.3px;
+  margin-top: 1px;
+  white-space: nowrap;
+  text-shadow: 0 0 3px rgba(0,0,0,0.9), 0 0 6px rgba(0,0,0,0.7);
+  font-weight: bold;
+  font-family: 'Courier New', monospace;
+  opacity: 0.8;
+}
+
+.military-flight-altitude {
+  font-size: 6px;
+  color: var(--text-dim);
+  font-family: 'Courier New', monospace;
+  opacity: 0.6;
+  text-shadow: 0 0 2px rgba(0,0,0,0.9);
+}
+
+.military-flight-track {
+  stroke: var(--mil-color, #00ccff);
+  stroke-opacity: 0.5;
+}
+
+.military-flight-track.usaf,
+.military-flight-track.usn {
+  stroke: #4488ff;
+}
+
+.military-flight-track.plaaf,
+.military-flight-track.plan {
+  stroke: #ff3333;
+}
+
+.military-flight-track.vks {
+  stroke: #ff6600;
+}
+
+@keyframes mil-pulse {
+  0%, 100% { opacity: 1; transform: translate(-50%, -50%) scale(var(--marker-scale, 1)); }
+  50% { opacity: 0.8; transform: translate(-50%, -50%) scale(calc(var(--marker-scale, 1) * 1.1)); }
+}
+
+@keyframes mil-alert {
+  0%, 100% { opacity: 1; filter: drop-shadow(0 0 6px var(--mil-color)) drop-shadow(0 0 10px var(--mil-color)); }
+  50% { opacity: 0.9; filter: drop-shadow(0 0 10px var(--mil-color)) drop-shadow(0 0 20px var(--mil-color)); }
+}
+
+/* ============================================
+   Military Vessel Tracking Markers
+   ============================================ */
+
+.military-vessel-marker {
+  position: absolute;
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
+  transform-origin: center;
+  cursor: pointer;
+  z-index: 54;
+  --vessel-color: #00ffcc;
+}
+
+.military-vessel-marker.usn {
+  --vessel-color: #4488ff;
+}
+
+.military-vessel-marker.rn {
+  --vessel-color: #ff4488;
+}
+
+.military-vessel-marker.plan {
+  --vessel-color: #ff3333;
+}
+
+.military-vessel-marker.vks {
+  --vessel-color: #ff6600;
+}
+
+.military-vessel-marker.carrier {
+  --vessel-color: #ffcc00;
+  z-index: 56;
+}
+
+.military-vessel-marker.submarine {
+  --vessel-color: #aa00ff;
+}
+
+.military-vessel-marker.dark-vessel {
+  --vessel-color: #ff0000;
+  animation: dark-vessel-alert 0.8s ease-in-out infinite;
+}
+
+.military-vessel-marker.interesting {
+  animation: vessel-pulse 1.5s ease-in-out infinite;
+}
+
+.military-vessel-icon {
+  width: 16px;
+  height: 16px;
+  position: relative;
+  transition: transform 0.3s ease;
+}
+
+/* Diamond shape - rotated square */
+.military-vessel-icon::before {
+  content: '';
+  position: absolute;
+  top: 50%;
+  left: 50%;
+  width: 10px;
+  height: 10px;
+  background: transparent;
+  border: 2px solid var(--vessel-color);
+  transform: translate(-50%, -50%) rotate(45deg);
+  box-shadow: 0 0 4px var(--vessel-color);
+}
+
+/* Center dot */
+.military-vessel-icon::after {
+  content: '';
+  position: absolute;
+  top: 50%;
+  left: 50%;
+  width: 4px;
+  height: 4px;
+  background: var(--vessel-color);
+  border-radius: 50%;
+  transform: translate(-50%, -50%);
+  box-shadow: 0 0 3px var(--vessel-color);
+}
+
+/* Submarine - hollow circle */
+.military-vessel-icon.submarine::before {
+  border-radius: 50%;
+  transform: translate(-50%, -50%);
+}
+
+/* Carrier - filled diamond */
+.military-vessel-icon.carrier::before {
+  background: var(--vessel-color);
+  opacity: 0.6;
+}
+
+.military-vessel-label {
+  font-size: 8px;
+  color: var(--vessel-color);
+  text-transform: uppercase;
+  letter-spacing: 0.5px;
+  margin-top: 2px;
+  white-space: nowrap;
+  text-shadow: 0 0 4px var(--bg), 0 0 8px var(--bg);
+  font-weight: bold;
+  max-width: 80px;
+  overflow: hidden;
+  text-overflow: ellipsis;
+}
+
+.dark-vessel-indicator {
+  position: absolute;
+  top: -8px;
+  right: -8px;
+  font-size: 12px;
+  animation: blink 0.5s step-end infinite;
+}
+
+.military-vessel-track {
+  stroke: var(--vessel-color, #00ffcc);
+  stroke-opacity: 0.6;
+}
+
+@keyframes vessel-pulse {
+  0%, 100% { opacity: 1; transform: translate(-50%, -50%) scale(var(--marker-scale, 1)); }
+  50% { opacity: 0.85; transform: translate(-50%, -50%) scale(calc(var(--marker-scale, 1) * 1.08)); }
+}
+
+@keyframes dark-vessel-alert {
+  0%, 100% { opacity: 1; --vessel-color: #ff0000; }
+  50% { opacity: 0.7; --vessel-color: #ff6600; }
+}
+
+@keyframes blink {
+  0%, 100% { opacity: 1; }
+  50% { opacity: 0; }
+}
+
+/* ============================================
+   Military Cluster Markers
+   ============================================ */
+
+.military-cluster-marker {
+  position: absolute;
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  transform: translate(-50%, -50%);
+  cursor: pointer;
+  z-index: 57;
+  --cluster-color: #39ff14;
+  opacity: 0.65;
+}
+
+.military-cluster-marker:hover {
+  opacity: 1;
+}
+
+.military-cluster-marker.flight-cluster {
+  --cluster-color: #39ff14;
+}
+
+.military-cluster-marker.vessel-cluster {
+  --cluster-color: #00ff7f;
+}
+
+.military-cluster-marker.exercise {
+  --cluster-color: #ff6600;
+  opacity: 0.8;
+}
+
+.military-cluster-marker.patrol {
+  --cluster-color: #9acd32;
+}
+
+.military-cluster-marker.deployment,
+.military-cluster-marker.transport {
+  --cluster-color: #6b8e23;
+}
+
+/* Targeting reticle style for cluster count */
+.military-cluster-marker .cluster-count {
+  font-size: 12px;
+  font-weight: bold;
+  color: var(--cluster-color);
+  font-family: 'Courier New', monospace;
+  text-shadow: 0 0 4px rgba(0,0,0,0.9);
+  position: relative;
+  padding: 4px 8px;
+}
+
+/* Corner brackets for targeting look */
+.military-cluster-marker .cluster-count::before {
+  content: '';
+  position: absolute;
+  top: 0;
+  left: 0;
+  width: 8px;
+  height: 8px;
+  border-left: 2px solid var(--cluster-color);
+  border-top: 2px solid var(--cluster-color);
+}
+
+.military-cluster-marker .cluster-count::after {
+  content: '';
+  position: absolute;
+  top: 0;
+  right: 0;
+  width: 8px;
+  height: 8px;
+  border-right: 2px solid var(--cluster-color);
+  border-top: 2px solid var(--cluster-color);
+}
+
+.military-cluster-marker .cluster-label {
+  font-size: 7px;
+  color: var(--cluster-color);
+  text-transform: uppercase;
+  letter-spacing: 0.5px;
+  margin-top: 3px;
+  white-space: nowrap;
+  font-weight: bold;
+  font-family: 'Courier New', monospace;
+  text-shadow: 0 0 3px rgba(0,0,0,0.9);
+  opacity: 0.85;
+  position: relative;
+}
+
+/* Bottom brackets */
+.military-cluster-marker .cluster-label::before {
+  content: '';
+  position: absolute;
+  bottom: -2px;
+  left: -4px;
+  width: 6px;
+  height: 6px;
+  border-left: 1px solid var(--cluster-color);
+  border-bottom: 1px solid var(--cluster-color);
+}
+
+.military-cluster-marker .cluster-label::after {
+  content: '';
+  position: absolute;
+  bottom: -2px;
+  right: -4px;
+  width: 6px;
+  height: 6px;
+  border-right: 1px solid var(--cluster-color);
+  border-bottom: 1px solid var(--cluster-color);
+}
+
+@keyframes cluster-pulse {
+  0%, 100% {
+    opacity: 0.6;
+    transform: translate(-50%, -50%) scale(1);
+  }
+  50% {
+    opacity: 0.85;
+    transform: translate(-50%, -50%) scale(1.02);
+  }
+}
+
+/* Military Popup Styles */
+/* Military popup headers - ensure readable text */
+.popup-header.militaryFlight,
+.popup-header.militaryVessel,
+.popup-header.military-flight,
+.popup-header.military-vessel {
+  background: linear-gradient(90deg, rgba(0, 180, 180, 0.4) 0%, transparent 100%);
+}
+
+.popup-header.militaryFlightCluster,
+.popup-header.militaryVesselCluster,
+.popup-header.military-cluster {
+  background: linear-gradient(90deg, rgba(57, 255, 20, 0.3) 0%, transparent 100%);
+}
+
+/* US Military - blue tint */
+.popup-header.military-flight.usaf,
+.popup-header.military-flight.usn,
+.popup-header.military-flight.usmc,
+.popup-header.military-flight.usa {
+  background: linear-gradient(90deg, rgba(59, 130, 246, 0.4) 0%, transparent 100%);
+}
+
+/* NATO/UK - purple tint */
+.popup-header.military-flight.nato,
+.popup-header.military-flight.raf {
+  background: linear-gradient(90deg, rgba(99, 102, 241, 0.4) 0%, transparent 100%);
+}
+
+/* Israel - light blue tint */
+.popup-header.military-flight.iaf {
+  background: linear-gradient(90deg, rgba(96, 165, 250, 0.4) 0%, transparent 100%);
+}
+
+/* China - lighter red tint for contrast */
+.popup-header.military-flight.plaaf,
+.popup-header.military-flight.plan {
+  background: linear-gradient(90deg, rgba(248, 113, 113, 0.4) 0%, transparent 100%);
+}
+
+/* Russia - orange tint for better contrast */
+.popup-header.military-flight.vks {
+  background: linear-gradient(90deg, rgba(251, 146, 60, 0.4) 0%, transparent 100%);
+}
+
+/* Military popup content - ensure readable text */
+.popup-header.military-flight .popup-title,
+.popup-header.military-vessel .popup-title,
+.popup-header.military-cluster .popup-title,
+.popup-header.militaryFlight .popup-title,
+.popup-header.militaryVessel .popup-title,
+.popup-header.militaryFlightCluster .popup-title,
+.popup-header.militaryVesselCluster .popup-title {
+  color: #fff;
+}
+
+/* Military popup subtitle - always white for contrast */
+.popup-body .popup-subtitle {
+  color: rgba(255, 255, 255, 0.9);
+}
+
+/* Stat values in military popups - green for readability */
+.popup-body .stat-value {
+  color: var(--green, #39ff14);
+}
+
+/* Attribution text - brighter */
+.popup-attribution {
+  color: rgba(255, 255, 255, 0.5);
+}
+
+.cluster-flights,
+.cluster-vessels {
+  display: flex;
+  flex-direction: column;
+  gap: 4px;
+  margin-top: 8px;
+  font-size: 11px;
+}
+
+.cluster-flight-item,
+.cluster-vessel-item {
+  padding: 4px 8px;
+  background: rgba(255, 255, 255, 0.05);
+  border-radius: 4px;
+  color: rgba(255, 255, 255, 0.8);
+  border-left: 2px solid var(--accent);
+}
+
+.cluster-more {
+  padding: 4px 8px;
+  color: rgba(255, 255, 255, 0.5);
+  font-style: italic;
+}
+
+.popup-description.alert {
+  color: #ff4444;
+  font-weight: bold;
+}
+
+.popup-attribution {
+  font-size: 10px;
+  color: rgba(255, 255, 255, 0.4);
+  margin-top: 12px;
+  text-align: right;
+}
+
+/* ============================================
+   Activity Indicators & New Item Badges
+   ============================================ */
+
+/* Panel "new" badge in header */
+.panel-new-badge {
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  background: var(--accent);
+  color: var(--bg);
+  font-size: 9px;
+  font-weight: bold;
+  padding: 2px 6px;
+  border-radius: 10px;
+  margin-left: 8px;
+  letter-spacing: 0.3px;
+  text-transform: uppercase;
+  white-space: nowrap;
+}
+
+.panel-new-badge.pulse {
+  animation: badge-pulse 1.5s ease-in-out infinite;
+}
+
+@keyframes badge-pulse {
+  0%, 100% {
+    transform: scale(1);
+    box-shadow: 0 0 0 0 rgba(255, 255, 255, 0.4);
+  }
+  50% {
+    transform: scale(1.05);
+    box-shadow: 0 0 8px 2px rgba(255, 255, 255, 0.2);
+  }
+}
+
+/* Panel header glow when has new items */
+.panel.has-new .panel-header {
+  background: linear-gradient(90deg, rgba(255, 255, 255, 0.08) 0%, transparent 100%);
+}
+
+.panel.has-new .panel-title {
+  color: var(--accent);
+}
+
+/* "NEW" tag on individual news items */
+.new-tag {
+  display: inline-block;
+  background: var(--green);
+  color: var(--bg);
+  font-size: 8px;
+  font-weight: bold;
+  padding: 1px 4px;
+  border-radius: 3px;
+  margin-right: 4px;
+  letter-spacing: 0.5px;
+  animation: new-tag-fade 2s ease-out forwards;
+}
+
+@keyframes new-tag-fade {
+  0% {
+    opacity: 1;
+  }
+  70% {
+    opacity: 1;
+  }
+  100% {
+    opacity: 0.6;
+  }
+}
+
+/* Highlight glow on new items (first 30 seconds) */
+.item.item-new-highlight {
+  background: linear-gradient(90deg, rgba(68, 255, 136, 0.1) 0%, transparent 50%);
+  border-left-color: var(--green) !important;
+  animation: item-glow 2s ease-out;
+}
+
+@keyframes item-glow {
+  0% {
+    background: linear-gradient(90deg, rgba(68, 255, 136, 0.25) 0%, transparent 60%);
+  }
+  100% {
+    background: linear-gradient(90deg, rgba(68, 255, 136, 0.1) 0%, transparent 50%);
+  }
+}
+
+/* Subtle indicator for items user hasn't seen */
+.item.item-new {
+  border-left-color: var(--accent);
+}
+
+/* Flash highlight animation (for search results) */
+.flash-highlight {
+  animation: flash-highlight 1.5s ease-out;
+}
+
+@keyframes flash-highlight {
+  0% {
+    background: rgba(255, 255, 255, 0.3);
+  }
+  100% {
+    background: transparent;
+  }
+}
+
+/* Panel flash when new items arrive */
+.panel.flash-new {
+  animation: panel-flash 0.5s ease-out;
+}
+
+@keyframes panel-flash {
+  0% {
+    box-shadow: 0 0 20px rgba(68, 255, 136, 0.4);
+  }
+  100% {
+    box-shadow: none;
+  }
+}
+
+/* ============================================
+   Virtual Scrolling / Windowed List
+   ============================================ */
+
+/* Windowed list container */
+.windowed-list {
+  contain: strict;
+  overflow-y: auto;
+  overflow-x: hidden;
+}
+
+/* Chunk containers for windowed rendering */
+.windowed-chunk {
+  contain: content;
+}
+
+/* Placeholder for unrendered chunks */
+.windowed-chunk:not(.rendered) {
+  min-height: 100px; /* Estimated height before render */
+}
+
+/* Virtual list viewport */
+.virtual-viewport {
+  overflow-y: auto;
+  overflow-x: hidden;
+  height: 100%;
+  contain: strict;
+}
+
+.virtual-content {
+  position: relative;
+}
+
+.virtual-item {
+  contain: content;
+  will-change: transform;
+}
+
+.virtual-spacer {
+  pointer-events: none;
+}
+
+/* Performance hints for scrolling */
+.panel-content {
+  will-change: scroll-position;
+  contain: layout style;
+}
+
+/* Mobile Warning Modal */
+.mobile-warning-overlay {
+  position: fixed;
+  top: 0;
+  left: 0;
+  right: 0;
+  bottom: 0;
+  background: rgba(0, 0, 0, 0.85);
+  backdrop-filter: blur(4px);
+  display: none;
+  align-items: center;
+  justify-content: center;
+  z-index: 3000;
+  padding: 20px;
+}
+
+.mobile-warning-overlay.active {
+  display: flex;
+}
+
+.mobile-warning-modal {
+  background: var(--surface);
+  border: 1px solid var(--border);
+  border-radius: 8px;
+  max-width: 360px;
+  width: 100%;
+  box-shadow: 0 8px 32px rgba(0, 0, 0, 0.5);
+  animation: mobile-warning-appear 0.3s ease-out;
+}
+
+@keyframes mobile-warning-appear {
+  from {
+    opacity: 0;
+    transform: scale(0.9) translateY(20px);
+  }
+  to {
+    opacity: 1;
+    transform: scale(1) translateY(0);
+  }
+}
+
+.mobile-warning-header {
+  display: flex;
+  align-items: center;
+  gap: 10px;
+  padding: 16px 20px;
+  border-bottom: 1px solid var(--border);
+}
+
+.mobile-warning-icon {
+  font-size: 24px;
+}
+
+.mobile-warning-title {
+  font-size: 16px;
+  font-weight: 600;
+  color: var(--text);
+}
+
+.mobile-warning-content {
+  padding: 20px;
+  color: var(--text-dim);
+  font-size: 13px;
+  line-height: 1.6;
+}
+
+.mobile-warning-content p {
+  margin: 0 0 12px 0;
+}
+
+.mobile-warning-content p:last-child {
+  margin-bottom: 0;
+}
+
+.mobile-warning-footer {
+  display: flex;
+  flex-direction: column;
+  gap: 12px;
+  padding: 16px 20px;
+  border-top: 1px solid var(--border);
+  background: rgba(0, 0, 0, 0.2);
+  border-radius: 0 0 8px 8px;
+}
+
+.mobile-warning-remember {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  font-size: 12px;
+  color: var(--text-dim);
+  cursor: pointer;
+}
+
+.mobile-warning-remember input[type="checkbox"] {
+  width: 14px;
+  height: 14px;
+  cursor: pointer;
+}
+
+.mobile-warning-btn {
+  width: 100%;
+  padding: 12px 20px;
+  background: var(--accent);
+  color: var(--bg);
+  border: none;
+  border-radius: 6px;
+  font-size: 13px;
+  font-weight: 600;
+  cursor: pointer;
+  transition: all 0.2s ease;
+  font-family: inherit;
+}
+
+.mobile-warning-btn:hover {
+  background: var(--text);
+  transform: translateY(-1px);
+}
+
+.mobile-warning-btn:active {
+  transform: translateY(0);
+}
+
+/* ==========================================================================
+   Mobile Touch Optimization
+   ========================================================================== */
+
+/* Touch device detection - applies to both small screens and touch devices */
+@media (pointer: coarse), (max-width: 768px) {
+  /* Expand touch targets for all map markers using ::before pseudo-element */
+  /* This creates an invisible touch area around small markers */
+
+  .hotspot::before,
+  .base-marker::before,
+  .earthquake-marker::before,
+  .nuclear-marker::before,
+  .economic-marker::before,
+  .datacenter-marker::before,
+  .protest-marker::before,
+  .flight-marker::before,
+  .outage-marker::before,
+  .weather-marker::before,
+  .military-flight-marker::before,
+  .military-vessel-marker::before,
+  .spaceport-marker::before,
+  .mineral-marker::before {
+    content: '';
+    position: absolute;
+    top: 50%;
+    left: 50%;
+    transform: translate(-50%, -50%);
+    width: 44px;
+    height: 44px;
+    min-width: 44px;
+    min-height: 44px;
+    border-radius: 50%;
+    /* Uncomment to debug: background: rgba(255, 0, 0, 0.2); */
+  }
+
+  /* Ensure hotspot container is large enough for touch */
+  .hotspot {
+    min-width: 44px;
+    min-height: 44px;
+    display: flex;
+    align-items: center;
+    justify-content: center;
+  }
+
+  /* Increase marker visual sizes slightly for better visibility */
+  .hotspot-marker {
+    width: 16px;
+    height: 16px;
+  }
+
+  .base-marker {
+    width: 12px;
+    height: 12px;
+  }
+
+  /* Add spacing to prevent marker overlap on dense areas */
+  .hotspot,
+  .base-marker,
+  .nuclear-marker,
+  .economic-marker {
+    z-index: 50;
+  }
+
+  /* Hide ALL labels on mobile for cleaner view */
+  .hotspot-label,
+  .base-label,
+  .earthquake-label,
+  .nuclear-label,
+  .economic-label,
+  .weather-label,
+  .outage-label,
+  .cable-advisory-label,
+  .repair-ship-label,
+  .protest-label,
+  .flight-delay-label,
+  .military-flight-label,
+  .military-vessel-label,
+  .cluster-label,
+  .irradiator-label,
+  .spaceport-label,
+  .mineral-label,
+  .conflict-label-overlay,
+  .country-label {
+    display: none !important;
+  }
+
+  /* Hide layer toggle buttons on mobile - use fixed layers */
+  .layer-toggles {
+    display: none !important;
+  }
+
+  /* Single-column panel layout on mobile */
+  .panels-grid {
+    display: flex !important;
+    flex-direction: column;
+    gap: 8px;
+    padding: 8px;
+  }
+
+  .panel {
+    width: 100% !important;
+    min-height: 300px;
+    max-height: 400px;
+  }
+
+  /* Make map section smaller on mobile to show panels */
+  .map-section {
+    height: 40vh !important;
+    min-height: 250px !important;
+    max-height: 50vh !important;
+  }
+
+  /* Hide pin button and resize handles on mobile */
+  .map-pin-btn,
+  .map-resize-handle,
+  .panel-resize-handle {
+    display: none !important;
+  }
+
+  /* Simplify time slider on mobile */
+  .time-slider {
+    padding: 4px 8px;
+  }
+
+  .time-slider-label {
+    display: none;
+  }
+
+  /* Larger map controls */
+  .map-control-btn {
+    width: 44px;
+    height: 44px;
+    font-size: 20px;
+  }
+
+  /* Time slider buttons */
+  .time-btn {
+    padding: 8px 12px;
+    min-height: 36px;
+  }
+
+  /* Map popup positioning for mobile - ensure it's visible */
+  .map-popup {
+    max-width: calc(100vw - 32px);
+    max-height: 60vh;
+    overflow-y: auto;
+  }
+
+  /* Hide some UI elements that clutter mobile view */
+  .map-timestamp {
+    font-size: 9px;
+  }
+
+  .map-legend {
+    display: none;
+  }
+
+  /* Hide DEFCON indicator and FOCUS region selector on mobile */
+  .pizzint-indicator,
+  .focus-label,
+  .focus-select {
+    display: none !important;
+  }
+
+  /* Show only X logo on mobile, hide @eliehabib text */
+  .credit-link .credit-text {
+    display: none;
+  }
+
+  .credit-link .x-logo {
+    display: inline-block;
+  }
+
+  /* Reduce header clutter on mobile */
+  .header-center {
+    gap: 4px;
+  }
+
+  .focus-select {
+    padding: 6px 20px 6px 8px;
+    font-size: 10px;
+    min-height: 32px;
+    min-width: 80px;
+  }
+
+  .focus-label {
+    display: none;
+  }
+
+  /* Hide search button keyboard shortcut on mobile */
+  .search-btn kbd {
+    display: none;
+  }
+
+  /* Simplify layer help popup for mobile */
+  .layer-help-popup {
+    max-width: calc(100vw - 20px);
+    max-height: 70vh;
+  }
+
+  /* Ensure conflict click areas are large enough */
+  .conflict-click-area {
+    cursor: pointer;
+    pointer-events: auto;
+  }
+}
+
+/* Extra small screens */
+@media (max-width: 480px) {
+  .layer-toggles {
+    max-height: 80px;
+    overflow-x: auto;
+    overflow-y: hidden;
+    flex-wrap: nowrap;
+    -webkit-overflow-scrolling: touch;
+  }
+
+  .layer-toggle {
+    flex-shrink: 0;
+    padding: 6px 10px;
+    font-size: 9px;
+    min-width: 50px;
+  }
+
+  .map-popup {
+    left: 10px !important;
+    right: 10px !important;
+    width: auto !important;
+    max-width: none;
+  }
+
+  /* Stack header on very small screens */
+  .header {
+    flex-wrap: wrap;
+    padding: 8px;
+  }
+
+  .header-left,
+  .header-center,
+  .header-right {
+    flex-basis: 100%;
+    justify-content: center;
+  }
+
+  .header-center {
+    order: -1;
+    margin-bottom: 8px;
+  }
+
+  /* Hide non-essential header items */
+  .copy-link-btn,
+  .time-display {
+    display: none;
+  }
+}
+
+/* ==========================================================================
+   GDELT Intelligence Panel
+   ========================================================================== */
+
+.gdelt-intel-tabs {
+  display: flex;
+  gap: 2px;
+  padding: 8px 10px 0;
+  overflow-x: auto;
+  border-bottom: 1px solid var(--border);
+  background: var(--bg);
+  scrollbar-width: none;
+  -ms-overflow-style: none;
+}
+
+.gdelt-intel-tabs::-webkit-scrollbar {
+  display: none;
+}
+
+.gdelt-intel-tab {
+  display: flex;
+  align-items: center;
+  gap: 4px;
+  padding: 6px 10px;
+  background: transparent;
+  border: none;
+  border-bottom: 2px solid transparent;
+  color: var(--text-dim);
+  font-size: 11px;
+  font-family: inherit;
+  cursor: pointer;
+  transition: all 0.15s ease;
+  white-space: nowrap;
+  flex-shrink: 0;
+}
+
+.gdelt-intel-tab:hover {
+  color: var(--text);
+  background: rgba(255, 255, 255, 0.03);
+}
+
+.gdelt-intel-tab.active {
+  color: var(--accent);
+  border-bottom-color: var(--accent);
+}
+
+.gdelt-intel-tab .tab-icon {
+  font-size: 12px;
+}
+
+.gdelt-intel-tab .tab-label {
+  font-weight: 500;
+}
+
+.gdelt-intel-articles {
+  display: flex;
+  flex-direction: column;
+  gap: 1px;
+}
+
+.gdelt-intel-article {
+  display: block;
+  padding: 10px 12px;
+  background: var(--surface);
+  text-decoration: none;
+  transition: background 0.15s ease;
+  border-left: 2px solid transparent;
+}
+
+.gdelt-intel-article:hover {
+  background: rgba(255, 255, 255, 0.04);
+  border-left-color: var(--accent);
+}
+
+.gdelt-intel-article.tone-negative {
+  border-left-color: var(--danger);
+}
+
+.gdelt-intel-article.tone-positive {
+  border-left-color: var(--success);
+}
+
+.gdelt-intel-article .article-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  margin-bottom: 4px;
+  gap: 8px;
+}
+
+.gdelt-intel-article .article-source {
+  font-size: 10px;
+  color: var(--accent);
+  font-weight: 500;
+  text-transform: uppercase;
+  letter-spacing: 0.3px;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+  max-width: 60%;
+}
+
+.gdelt-intel-article .article-time {
+  font-size: 10px;
+  color: var(--text-dim);
+  flex-shrink: 0;
+}
+
+.gdelt-intel-article .article-title {
+  font-size: 12px;
+  color: var(--text);
+  line-height: 1.4;
+  display: -webkit-box;
+  -webkit-line-clamp: 2;
+  -webkit-box-orient: vertical;
+  overflow: hidden;
+}
+
+/* Hotspot GDELT Context */
+.hotspot-gdelt-context {
+  margin-top: 12px;
+  padding-top: 10px;
+  border-top: 1px solid var(--border);
+}
+
+.hotspot-gdelt-header {
+  display: flex;
+  align-items: center;
+  gap: 6px;
+  margin-bottom: 8px;
+  font-size: 11px;
+  color: var(--text-dim);
+  font-weight: 500;
+}
+
+.hotspot-gdelt-header::before {
+  content: '📡';
+  font-size: 12px;
+}
+
+.hotspot-gdelt-articles {
+  display: flex;
+  flex-direction: column;
+  gap: 6px;
+}
+
+.hotspot-gdelt-article {
+  display: block;
+  padding: 8px;
+  background: rgba(0, 0, 0, 0.2);
+  border-radius: 4px;
+  text-decoration: none;
+  transition: background 0.15s ease;
+}
+
+.hotspot-gdelt-article:hover {
+  background: rgba(0, 0, 0, 0.35);
+}
+
+.hotspot-gdelt-article .article-meta {
+  display: flex;
+  justify-content: space-between;
+  font-size: 9px;
+  color: var(--text-dim);
+  margin-bottom: 3px;
+}
+
+.hotspot-gdelt-article .article-title {
+  font-size: 11px;
+  color: var(--text);
+  line-height: 1.35;
+  display: -webkit-box;
+  -webkit-line-clamp: 2;
+  -webkit-box-orient: vertical;
+  overflow: hidden;
+}
+
+.hotspot-gdelt-loading {
+  padding: 12px;
+  text-align: center;
+  color: var(--text-dim);
+  font-size: 11px;
+}
+
+/* CII Panel */
+.cii-list {
+  display: flex;
+  flex-direction: column;
+  gap: 8px;
+  padding: 8px;
+}
+
+.cii-country {
+  background: rgba(0, 0, 0, 0.2);
+  border-radius: 4px;
+  padding: 8px;
+}
+
+.cii-header {
+  display: flex;
+  align-items: center;
+  gap: 6px;
+  margin-bottom: 6px;
+}
+
+.cii-emoji {
+  font-size: 12px;
+}
+
+.cii-name {
+  flex: 1;
+  font-size: 12px;
+  font-weight: 500;
+  color: var(--text);
+}
+
+.cii-score {
+  font-size: 14px;
+  font-weight: 700;
+  color: var(--accent);
+  font-family: var(--font-mono);
+}
+
+.cii-header .trend-up {
+  color: #ff4444;
+  font-size: 11px;
+}
+
+.cii-header .trend-down {
+  color: #22aa88;
+  font-size: 11px;
+}
+
+.cii-header .trend-stable {
+  color: var(--text-dim);
+  font-size: 11px;
+}
+
+.cii-bar-container {
+  height: 4px;
+  background: rgba(255, 255, 255, 0.1);
+  border-radius: 2px;
+  overflow: hidden;
+  margin-bottom: 6px;
+}
+
+.cii-bar {
+  height: 100%;
+  border-radius: 2px;
+  transition: width 0.3s ease;
+}
+
+.cii-components {
+  display: flex;
+  gap: 8px;
+  font-size: 10px;
+  color: var(--text-dim);
+  font-family: var(--font-mono);
+}
+
+.cii-components span {
+  cursor: help;
+}
+
+/* CII Learning Mode */
+.cii-learning-banner {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  padding: 8px 10px;
+  background: rgba(255, 170, 0, 0.15);
+  border: 1px solid rgba(255, 170, 0, 0.3);
+  border-radius: 4px;
+  margin-bottom: 8px;
+}
+
+.cii-learning-banner .learning-icon {
+  font-size: 16px;
+}
+
+.cii-learning-banner .learning-text {
+  flex: 1;
+}
+
+.cii-learning-banner .learning-title {
+  font-size: 10px;
+  font-weight: bold;
+  color: #ffaa00;
+  text-transform: uppercase;
+  letter-spacing: 0.5px;
+}
+
+.cii-learning-banner .learning-desc {
+  font-size: 9px;
+  color: var(--text-dim);
+}
+
+.cii-learning-banner .learning-progress {
+  width: 60px;
+  height: 3px;
+  background: rgba(255, 255, 255, 0.1);
+  border-radius: 2px;
+  overflow: hidden;
+}
+
+.cii-learning-banner .learning-bar {
+  height: 100%;
+  background: #ffaa00;
+  transition: width 1s ease;
+}
+
+/* Dim scores during learning */
+.cii-learning .cii-country {
+  opacity: 0.6;
+}
+
+/* CII Awaiting focal points state - modern radar scan */
+.cii-awaiting {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  padding: 32px 20px;
+  text-align: center;
+  gap: 16px;
+}
+
+.cii-scan-ring {
+  width: 48px;
+  height: 48px;
+  border-radius: 50%;
+  border: 2px solid rgba(100, 200, 255, 0.2);
+  position: relative;
+  animation: scan-pulse 2s ease-in-out infinite;
+}
+
+.cii-scan-ring::before {
+  content: '';
+  position: absolute;
+  top: -2px;
+  left: -2px;
+  right: -2px;
+  bottom: -2px;
+  border-radius: 50%;
+  border: 2px solid transparent;
+  border-top-color: rgba(100, 200, 255, 0.8);
+  animation: scan-rotate 1.5s linear infinite;
+}
+
+.cii-scan-dot {
+  position: absolute;
+  top: 50%;
+  left: 50%;
+  width: 8px;
+  height: 8px;
+  margin: -4px 0 0 -4px;
+  background: rgba(100, 200, 255, 0.8);
+  border-radius: 50%;
+  animation: scan-blink 1s ease-in-out infinite;
+}
+
+@keyframes scan-rotate {
+  from { transform: rotate(0deg); }
+  to { transform: rotate(360deg); }
+}
+
+@keyframes scan-pulse {
+  0%, 100% { transform: scale(1); opacity: 0.8; }
+  50% { transform: scale(1.05); opacity: 1; }
+}
+
+@keyframes scan-blink {
+  0%, 100% { opacity: 0.4; }
+  50% { opacity: 1; }
+}
+
+.cii-awaiting-text {
+  font-size: 13px;
+  font-weight: 500;
+  color: var(--text-secondary);
+  letter-spacing: 0.3px;
+}
+
+.cii-awaiting-sources {
+  display: flex;
+  gap: 8px;
+  flex-wrap: wrap;
+  justify-content: center;
+}
+
+.cii-source-chip {
+  font-size: 10px;
+  padding: 3px 8px;
+  background: rgba(100, 200, 255, 0.1);
+  border: 1px solid rgba(100, 200, 255, 0.2);
+  border-radius: 10px;
+  color: rgba(100, 200, 255, 0.7);
+  text-transform: uppercase;
+  letter-spacing: 0.5px;
+}
+
+@keyframes pulse {
+  0%, 100% { opacity: 0.5; transform: scale(1); }
+  50% { opacity: 1; transform: scale(1.05); }
+}
+
+/* Tech Readiness Panel */
+.tech-readiness-list {
+  display: flex;
+  flex-direction: column;
+  gap: 2px;
+}
+
+.readiness-item {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  padding: 6px 8px;
+  background: rgba(255, 255, 255, 0.02);
+  border-radius: 4px;
+  transition: background 0.2s;
+}
+
+.readiness-item:hover {
+  background: rgba(255, 255, 255, 0.05);
+}
+
+.readiness-rank {
+  font-size: 10px;
+  color: var(--text-dim);
+  min-width: 24px;
+}
+
+.readiness-flag {
+  font-size: 16px;
+}
+
+.readiness-info {
+  flex: 1;
+  min-width: 0;
+}
+
+.readiness-name {
+  font-size: 12px;
+  font-weight: 500;
+  color: var(--text);
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+}
+
+.readiness-components {
+  display: flex;
+  gap: 8px;
+  font-size: 10px;
+  color: var(--text-dim);
+  margin-top: 2px;
+}
+
+.readiness-components span {
+  display: flex;
+  align-items: center;
+  gap: 2px;
+}
+
+.readiness-score {
+  font-size: 14px;
+  font-weight: 600;
+  min-width: 32px;
+  text-align: right;
+}
+
+.readiness-score.high { color: var(--green); }
+.readiness-score.medium { color: var(--yellow); }
+.readiness-score.low { color: var(--text-dim); }
+
+.readiness-footer {
+  display: flex;
+  justify-content: space-between;
+  font-size: 10px;
+  color: var(--text-dim);
+  margin-top: 8px;
+  padding-top: 8px;
+  border-top: 1px solid var(--border);
+}
+
+/* Tech Readiness Loading State */
+.tech-fetch-progress {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  padding: 24px 16px;
+  gap: 16px;
+}
+
+.tech-fetch-icon {
+  position: relative;
+  width: 48px;
+  height: 48px;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+}
+
+.tech-globe {
+  font-size: 24px;
+  z-index: 1;
+}
+
+.tech-globe-ring {
+  position: absolute;
+  inset: 0;
+  border: 2px solid rgba(100, 200, 255, 0.2);
+  border-radius: 50%;
+}
+
+.tech-globe-ring::before {
+  content: '';
+  position: absolute;
+  inset: -2px;
+  border: 2px solid transparent;
+  border-top-color: rgba(100, 200, 255, 0.8);
+  border-radius: 50%;
+  animation: tech-spin 1.5s linear infinite;
+}
+
+@keyframes tech-spin {
+  to { transform: rotate(360deg); }
+}
+
+.tech-fetch-title {
+  font-size: 12px;
+  font-weight: 500;
+  color: var(--text);
+  text-align: center;
+}
+
+.tech-fetch-indicators {
+  display: flex;
+  flex-direction: column;
+  gap: 6px;
+  width: 100%;
+  max-width: 200px;
+}
+
+.tech-indicator-item {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  font-size: 11px;
+  padding: 6px 10px;
+  background: rgba(255, 255, 255, 0.03);
+  border-radius: 4px;
+  animation: tech-item-pulse 2s ease-in-out infinite;
+}
+
+@keyframes tech-item-pulse {
+  0%, 100% { opacity: 0.4; background: rgba(255, 255, 255, 0.03); }
+  50% { opacity: 1; background: rgba(100, 200, 255, 0.08); }
+}
+
+.tech-indicator-icon {
+  font-size: 12px;
+}
+
+.tech-indicator-name {
+  flex: 1;
+  color: var(--text-dim);
+}
+
+.tech-indicator-status {
+  width: 6px;
+  height: 6px;
+  border-radius: 50%;
+  background: rgba(100, 200, 255, 0.5);
+  animation: tech-dot-blink 1s ease-in-out infinite;
+}
+
+@keyframes tech-dot-blink {
+  0%, 100% { opacity: 0.3; transform: scale(0.8); }
+  50% { opacity: 1; transform: scale(1.2); }
+}
+
+.tech-fetch-note {
+  font-size: 10px;
+  color: var(--text-dim);
+  text-align: center;
+}
+
+/* Cascade Panel Styles */
+.cascade-panel {
+  display: flex;
+  flex-direction: column;
+  gap: 12px;
+  padding: 8px 0;
+}
+
+.cascade-stats {
+  display: flex;
+  gap: 12px;
+  font-size: 11px;
+  color: var(--text-dim);
+  padding: 8px 12px;
+  background: rgba(255, 255, 255, 0.03);
+  border-radius: 4px;
+}
+
+.cascade-selector {
+  display: flex;
+  flex-direction: column;
+  gap: 8px;
+}
+
+.cascade-filters {
+  display: flex;
+  gap: 4px;
+  flex-wrap: wrap;
+}
+
+.cascade-filter-btn {
+  padding: 4px 8px;
+  background: var(--surface);
+  border: 1px solid var(--border);
+  border-radius: 4px;
+  color: var(--text-dim);
+  font-size: 11px;
+  cursor: pointer;
+  transition: all 0.2s;
+}
+
+.cascade-filter-btn:hover {
+  background: rgba(255, 255, 255, 0.1);
+  color: var(--text);
+}
+
+.cascade-filter-btn.active {
+  background: rgba(68, 255, 136, 0.15);
+  border-color: var(--green);
+  color: var(--green);
+}
+
+.cascade-select {
+  width: 100%;
+  padding: 8px;
+  background: var(--surface);
+  border: 1px solid var(--border);
+  border-radius: 4px;
+  color: var(--text);
+  font-size: 12px;
+  cursor: pointer;
+}
+
+.cascade-select:disabled {
+  opacity: 0.5;
+  cursor: not-allowed;
+}
+
+.cascade-analyze-btn {
+  padding: 8px 16px;
+  background: var(--green);
+  border: none;
+  border-radius: 4px;
+  color: var(--bg);
+  font-size: 12px;
+  font-weight: bold;
+  cursor: pointer;
+  transition: all 0.2s;
+}
+
+.cascade-analyze-btn:hover:not(:disabled) {
+  background: #66ffaa;
+}
+
+.cascade-analyze-btn:disabled {
+  opacity: 0.5;
+  cursor: not-allowed;
+}
+
+.cascade-hint {
+  text-align: center;
+  color: var(--text-dim);
+  font-size: 11px;
+  padding: 20px;
+}
+
+.cascade-result {
+  display: flex;
+  flex-direction: column;
+  gap: 12px;
+}
+
+.cascade-source {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  padding: 10px;
+  background: rgba(68, 255, 136, 0.1);
+  border: 1px solid var(--green);
+  border-radius: 4px;
+}
+
+.cascade-emoji {
+  font-size: 14px;
+}
+
+.cascade-source-name {
+  font-weight: bold;
+  flex: 1;
+}
+
+.cascade-source-type {
+  font-size: 10px;
+  color: var(--text-dim);
+  text-transform: uppercase;
+}
+
+.cascade-section {
+  display: flex;
+  flex-direction: column;
+  gap: 6px;
+}
+
+.cascade-section-title {
+  font-size: 11px;
+  font-weight: bold;
+  color: var(--text-dim);
+  text-transform: uppercase;
+  letter-spacing: 0.5px;
+}
+
+.cascade-countries {
+  display: flex;
+  flex-direction: column;
+  gap: 4px;
+  max-height: 200px;
+  overflow-y: auto;
+}
+
+.cascade-country {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  padding: 6px 8px;
+  background: rgba(255, 255, 255, 0.03);
+  border-radius: 4px;
+}
+
+.cascade-country-name {
+  flex: 1;
+}
+
+.cascade-impact {
+  font-size: 10px;
+  text-transform: uppercase;
+  font-weight: bold;
+}
+
+.cascade-capacity {
+  font-size: 10px;
+  color: var(--text-dim);
+}
+
+.cascade-redundancy {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  padding: 6px 8px;
+  background: rgba(68, 255, 136, 0.05);
+  border-radius: 4px;
+}
+
+.cascade-redundancy-name {
+  flex: 1;
+  font-size: 11px;
+}
+
+.cascade-redundancy-capacity {
+  font-size: 11px;
+  color: var(--green);
+  font-weight: bold;
+}
+
+/* Strategic Risk Panel */
+.strategic-risk-panel {
+  display: flex;
+  flex-direction: column;
+  gap: 12px;
+  padding: 8px;
+}
+
+.risk-gauge {
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  gap: 24px;
+  padding: 16px;
+  background: linear-gradient(135deg, rgba(255, 255, 255, 0.02) 0%, rgba(255, 255, 255, 0.05) 100%);
+  border-radius: 12px;
+  border: 1px solid var(--border);
+}
+
+.risk-score-container {
+  position: relative;
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+}
+
+.risk-score-ring {
+  width: 100px;
+  height: 100px;
+  border-radius: 50%;
+  background: conic-gradient(
+    from 135deg,
+    var(--score-color, #44aa44) 0deg,
+    var(--score-color, #44aa44) var(--score-deg, 0deg),
+    rgba(255, 255, 255, 0.1) var(--score-deg, 0deg),
+    rgba(255, 255, 255, 0.1) 270deg
+  );
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  position: relative;
+}
+
+.risk-score-ring::before {
+  content: '';
+  position: absolute;
+  width: 80px;
+  height: 80px;
+  border-radius: 50%;
+  background: var(--surface);
+}
+
+.risk-score-inner {
+  position: relative;
+  z-index: 1;
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+}
+
+.risk-score {
+  font-size: 32px;
+  font-weight: bold;
+  line-height: 1;
+}
+
+.risk-level {
+  font-size: 10px;
+  font-weight: bold;
+  text-transform: uppercase;
+  letter-spacing: 0.5px;
+  margin-top: 2px;
+}
+
+.risk-trend-container {
+  display: flex;
+  flex-direction: column;
+  align-items: flex-start;
+  gap: 4px;
+}
+
+.risk-trend-label {
+  font-size: 10px;
+  color: var(--text-dim);
+  text-transform: uppercase;
+  letter-spacing: 0.5px;
+}
+
+.risk-trend {
+  display: flex;
+  align-items: center;
+  gap: 6px;
+  font-size: 16px;
+  font-weight: bold;
+}
+
+.risk-metrics {
+  display: grid;
+  grid-template-columns: repeat(2, 1fr);
+  gap: 6px;
+}
+
+.risk-metric {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  padding: 8px 4px;
+  background: rgba(255, 255, 255, 0.03);
+  border-radius: 6px;
+  border: 1px solid var(--border);
+  transition: all 0.2s ease;
+}
+
+.risk-metric:hover {
+  background: rgba(255, 255, 255, 0.06);
+  border-color: var(--accent);
+}
+
+.risk-metric-value {
+  font-size: 18px;
+  font-weight: bold;
+  color: var(--accent);
+}
+
+.risk-metric-label {
+  font-size: 8px;
+  color: var(--text-dim);
+  text-transform: uppercase;
+  text-align: center;
+  letter-spacing: 0.3px;
+  line-height: 1.2;
+}
+
+.risk-section {
+  display: flex;
+  flex-direction: column;
+  gap: 6px;
+}
+
+.risk-section-title {
+  font-size: 10px;
+  font-weight: bold;
+  color: var(--text-dim);
+  text-transform: uppercase;
+  letter-spacing: 0.5px;
+  padding-bottom: 4px;
+  border-bottom: 1px solid var(--border);
+}
+
+.risk-list {
+  display: flex;
+  flex-direction: column;
+  gap: 4px;
+}
+
+.risk-item {
+  display: flex;
+  align-items: flex-start;
+  gap: 6px;
+  padding: 6px 8px;
+  background: rgba(255, 136, 0, 0.08);
+  border-radius: 4px;
+  border-left: 2px solid var(--yellow);
+}
+
+.risk-rank {
+  font-size: 10px;
+  font-weight: bold;
+  color: var(--yellow);
+  min-width: 14px;
+}
+
+.risk-text {
+  font-size: 10px;
+  line-height: 1.3;
+}
+
+.risk-countries {
+  display: flex;
+  flex-direction: column;
+  gap: 3px;
+  max-height: 120px;
+  overflow-y: auto;
+}
+
+.risk-country {
+  display: grid;
+  grid-template-columns: 1fr auto auto;
+  align-items: center;
+  gap: 8px;
+  padding: 5px 8px;
+  background: rgba(255, 255, 255, 0.03);
+  border-radius: 4px;
+}
+
+.risk-country-name {
+  font-size: 11px;
+  font-weight: 500;
+}
+
+.risk-country-score {
+  font-size: 13px;
+  font-weight: bold;
+  min-width: 28px;
+  text-align: right;
+}
+
+.risk-country-level {
+  font-size: 9px;
+  text-transform: uppercase;
+  color: var(--text-dim);
+  min-width: 50px;
+}
+
+.risk-alerts {
+  display: flex;
+  flex-direction: column;
+  gap: 4px;
+  max-height: 150px;
+  overflow-y: auto;
+}
+
+.risk-alert {
+  display: flex;
+  flex-direction: column;
+  gap: 2px;
+  padding: 6px 8px;
+  background: rgba(255, 255, 255, 0.03);
+  border-radius: 4px;
+}
+
+.risk-alert-header {
+  display: flex;
+  align-items: center;
+  gap: 4px;
+}
+
+.risk-alert-type {
+  font-size: 11px;
+}
+
+.risk-alert-priority {
+  font-size: 9px;
+}
+
+.risk-alert-title {
+  font-size: 10px;
+  font-weight: bold;
+  flex: 1;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+}
+
+.risk-alert-summary {
+  font-size: 9px;
+  color: var(--text-dim);
+  line-height: 1.3;
+  display: -webkit-box;
+  -webkit-line-clamp: 2;
+  -webkit-box-orient: vertical;
+  overflow: hidden;
+}
+
+.risk-alert-time {
+  font-size: 8px;
+  color: var(--text-dim);
+  text-align: right;
+}
+
+.risk-item-clickable,
+.risk-alert-clickable {
+  cursor: pointer;
+  transition: all 0.15s ease;
+}
+
+.risk-item-clickable:hover,
+.risk-alert-clickable:hover {
+  background: rgba(68, 136, 255, 0.15);
+  border-left-color: #4488ff;
+}
+
+.risk-location-icon {
+  color: #4488ff;
+  font-size: 10px;
+  margin-left: auto;
+  opacity: 0.7;
+}
+
+.risk-item-clickable:hover .risk-location-icon,
+.risk-alert-clickable:hover .risk-location-icon {
+  opacity: 1;
+}
+
+.risk-footer {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  padding-top: 6px;
+  margin-top: 4px;
+  border-top: 1px solid var(--border);
+}
+
+.risk-updated {
+  font-size: 9px;
+  color: var(--text-dim);
+}
+
+.risk-refresh-btn {
+  padding: 3px 10px;
+  background: var(--surface);
+  border: 1px solid var(--border);
+  border-radius: 4px;
+  color: var(--text);
+  font-size: 10px;
+  cursor: pointer;
+  transition: all 0.2s;
+}
+
+.risk-refresh-btn:hover {
+  background: rgba(255, 255, 255, 0.1);
+  border-color: var(--accent);
+}
+
+.risk-empty {
+  font-size: 11px;
+  color: var(--text-dim);
+  text-align: center;
+  padding: 12px;
+  font-style: italic;
+}
+
+/* Data Availability States */
+.risk-no-data {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  padding: 20px 12px;
+  text-align: center;
+  background: rgba(255, 136, 0, 0.08);
+  border-radius: 8px;
+  border: 1px dashed rgba(255, 136, 0, 0.3);
+}
+
+.risk-no-data-icon {
+  font-size: 32px;
+  margin-bottom: 8px;
+}
+
+.risk-no-data-title {
+  font-size: 14px;
+  font-weight: bold;
+  color: #ff8800;
+  margin-bottom: 4px;
+}
+
+.risk-no-data-desc {
+  font-size: 11px;
+  color: var(--text-dim);
+  line-height: 1.4;
+}
+
+.risk-warning-banner {
+  display: flex;
+  align-items: center;
+  gap: 6px;
+  padding: 6px 10px;
+  background: rgba(255, 170, 0, 0.15);
+  border-radius: 6px;
+  border: 1px solid rgba(255, 170, 0, 0.3);
+  margin-bottom: 4px;
+}
+
+.risk-warning-icon {
+  font-size: 12px;
+}
+
+.risk-warning-text {
+  font-size: 10px;
+  color: #ffaa00;
+  font-weight: 500;
+}
+
+.risk-status-banner {
+  display: flex;
+  align-items: center;
+  gap: 6px;
+  padding: 5px 10px;
+  border-radius: 6px;
+  margin-bottom: 4px;
+}
+
+.risk-status-ok {
+  background: rgba(68, 170, 68, 0.12);
+  border: 1px solid rgba(68, 170, 68, 0.25);
+}
+
+.risk-status-icon {
+  font-size: 11px;
+  color: #44aa44;
+}
+
+.risk-status-text {
+  font-size: 10px;
+  color: #44aa44;
+  font-weight: 500;
+}
+
+/* Learning Mode Override - must come after base banner styles */
+.risk-status-learning {
+  background: rgba(255, 170, 0, 0.15) !important;
+  border: 1px solid rgba(255, 170, 0, 0.3) !important;
+}
+
+.risk-status-learning .risk-warning-icon,
+.risk-status-learning .risk-status-icon {
+  color: #ffaa00;
+}
+
+.risk-status-learning .risk-warning-text,
+.risk-status-learning .risk-status-text {
+  color: #ffaa00;
+}
+
+.risk-status-learning .learning-progress-mini {
+  width: 40px;
+  height: 2px;
+  background: rgba(255, 255, 255, 0.1);
+  border-radius: 1px;
+  overflow: hidden;
+  margin-left: auto;
+}
+
+.risk-status-learning .learning-bar {
+  height: 100%;
+  background: #ffaa00;
+  transition: width 1s ease;
+}
+
+/* Data Sources */
+.risk-sources {
+  display: flex;
+  flex-direction: column;
+  gap: 4px;
+}
+
+.risk-source-row {
+  display: grid;
+  grid-template-columns: 16px 1fr auto auto;
+  align-items: center;
+  gap: 6px;
+  padding: 5px 8px;
+  background: rgba(255, 255, 255, 0.03);
+  border-radius: 4px;
+  font-size: 11px;
+}
+
+.risk-source-status {
+  font-size: 10px;
+  text-align: center;
+}
+
+.risk-source-name {
+  color: var(--text);
+}
+
+.risk-source-time {
+  font-size: 9px;
+  color: var(--text-dim);
+}
+
+.risk-source-enable {
+  padding: 2px 6px;
+  background: transparent;
+  border: 1px solid var(--accent);
+  border-radius: 3px;
+  color: var(--accent);
+  font-size: 9px;
+  cursor: pointer;
+  transition: all 0.2s;
+}
+
+.risk-source-enable:hover {
+  background: var(--accent);
+  color: var(--bg);
+}
+
+/* Compact source chips */
+.risk-sources-compact {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 4px;
+}
+
+.risk-source-chip {
+  display: flex;
+  align-items: center;
+  gap: 4px;
+  padding: 3px 8px;
+  background: rgba(255, 255, 255, 0.03);
+  border-radius: 12px;
+  border: 1px solid;
+  font-size: 9px;
+}
+
+.risk-source-dot {
+  font-size: 8px;
+}
+
+.risk-source-chip .risk-source-name {
+  font-size: 9px;
+}
+
+/* Action buttons */
+.risk-actions {
+  display: flex;
+  justify-content: center;
+  padding: 8px 0;
+}
+
+.risk-action-btn {
+  padding: 6px 16px;
+  background: transparent;
+  border: 1px solid var(--border);
+  border-radius: 4px;
+  color: var(--text);
+  font-size: 11px;
+  cursor: pointer;
+  transition: all 0.2s;
+}
+
+.risk-action-btn:hover {
+  background: rgba(255, 255, 255, 0.1);
+  border-color: var(--accent);
+}
+
+.risk-action-primary {
+  background: var(--accent);
+  border-color: var(--accent);
+  color: var(--bg);
+}
+
+.risk-action-primary:hover {
+  background: #00ccaa;
+  border-color: #00ccaa;
+}
+
+/* ============================================
+   QUICK WINS: Intelligence UI Enhancements
+   ============================================ */
+
+/* --- Hotspot Popup: Escalation Display --- */
+.escalation-section {
+  background: rgba(255, 255, 255, 0.03);
+  border-radius: 6px;
+  padding: 10px;
+  margin: 8px 0;
+}
+
+.escalation-display {
+  display: flex;
+  align-items: center;
+  gap: 12px;
+  margin-bottom: 8px;
+}
+
+.escalation-score {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  padding: 8px 14px;
+  border-radius: 6px;
+  min-width: 70px;
+}
+
+.escalation-score .score-value {
+  font-size: 18px;
+  font-weight: 700;
+  color: #fff;
+}
+
+.escalation-score .score-label {
+  font-size: 9px;
+  font-weight: 600;
+  color: rgba(255, 255, 255, 0.9);
+  letter-spacing: 0.5px;
+}
+
+.escalation-trend {
+  display: flex;
+  align-items: center;
+  gap: 4px;
+  font-size: 12px;
+  font-weight: 600;
+}
+
+.escalation-trend .trend-icon {
+  font-size: 16px;
+}
+
+.escalation-indicators {
+  display: flex;
+  flex-direction: column;
+  gap: 3px;
+  font-size: 10px;
+  color: var(--text-dim);
+}
+
+.indicator-tag {
+  padding: 2px 0;
+}
+
+/* --- Dynamic Escalation Breakdown --- */
+.escalation-breakdown {
+  margin-top: 10px;
+  padding-top: 8px;
+  border-top: 1px solid rgba(255, 255, 255, 0.1);
+}
+
+.breakdown-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  margin-bottom: 8px;
+  font-size: 10px;
+}
+
+.baseline-label {
+  color: var(--text-dim);
+}
+
+.change-label {
+  font-weight: 600;
+}
+
+.change-label.rising {
+  color: #ff4444;
+}
+
+.change-label.falling {
+  color: #44aa44;
+}
+
+.breakdown-components {
+  display: flex;
+  flex-direction: column;
+  gap: 4px;
+}
+
+.breakdown-row {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+}
+
+.component-label {
+  font-size: 9px;
+  color: var(--text-dim);
+  width: 45px;
+  flex-shrink: 0;
+  text-transform: uppercase;
+  letter-spacing: 0.3px;
+}
+
+.component-bar-bg {
+  flex: 1;
+  height: 6px;
+  background: rgba(255, 255, 255, 0.1);
+  border-radius: 3px;
+  overflow: hidden;
+}
+
+.component-bar {
+  height: 100%;
+  border-radius: 3px;
+  transition: width 0.3s ease;
+}
+
+.component-bar.news {
+  background: linear-gradient(90deg, #4a9eff, #6bb5ff);
+}
+
+.component-bar.cii {
+  background: linear-gradient(90deg, #ff9500, #ffaa33);
+}
+
+.component-bar.geo {
+  background: linear-gradient(90deg, #ff4444, #ff6666);
+}
+
+.component-bar.military {
+  background: linear-gradient(90deg, #8b5cf6, #a78bfa);
+}
+
+.component-value {
+  font-size: 9px;
+  color: var(--text-dim);
+  width: 20px;
+  text-align: right;
+  flex-shrink: 0;
+}
+
+/* --- Hotspot Popup: Historical Context --- */
+.history-section {
+  background: rgba(100, 100, 255, 0.05);
+  border-radius: 6px;
+  padding: 10px;
+  margin: 8px 0;
+  border-left: 3px solid rgba(100, 150, 255, 0.4);
+}
+
+.history-content {
+  display: flex;
+  flex-direction: column;
+  gap: 6px;
+}
+
+.history-event {
+  font-size: 11px;
+  line-height: 1.4;
+}
+
+.history-event .history-label {
+  color: var(--text-dim);
+  font-weight: 500;
+  margin-right: 4px;
+}
+
+.history-event .history-value {
+  color: var(--text);
+}
+
+.history-event.cyclical {
+  color: var(--warning);
+  font-style: italic;
+}
+
+/* --- Hotspot Popup: Why It Matters --- */
+.why-matters-section {
+  background: rgba(255, 200, 100, 0.08);
+  border-radius: 6px;
+  padding: 10px;
+  margin: 8px 0;
+  border-left: 3px solid rgba(255, 180, 0, 0.5);
+}
+
+.why-matters-text {
+  font-size: 11px;
+  line-height: 1.5;
+  color: var(--text);
+  margin: 0;
+  font-style: italic;
+}
+
+/* --- Signal Modal: Context Display --- */
+.signal-context {
+  background: rgba(255, 255, 255, 0.03);
+  border-radius: 6px;
+  padding: 10px;
+  margin-top: 8px;
+  border-left: 3px solid var(--accent);
+}
+
+.signal-context-item {
+  margin-bottom: 8px;
+  font-size: 11px;
+  line-height: 1.4;
+}
+
+.signal-context-item:last-child {
+  margin-bottom: 0;
+}
+
+.signal-context-item .context-label {
+  color: var(--accent);
+  font-weight: 600;
+  font-size: 9px;
+  text-transform: uppercase;
+  letter-spacing: 0.3px;
+  display: block;
+  margin-bottom: 2px;
+}
+
+.signal-context-item .context-value {
+  color: var(--text);
+}
+
+.signal-context-item.why-matters {
+  border-left-color: #ffaa00;
+}
+
+.signal-context-item.actionable .context-label {
+  color: #44dd88;
+}
+
+.signal-context-item.confidence-note {
+  font-size: 10px;
+  color: var(--text-dim);
+  font-style: italic;
+}
+
+.location-link {
+  background: rgba(68, 136, 255, 0.15);
+  border: 1px solid rgba(68, 136, 255, 0.4);
+  border-radius: 4px;
+  color: #4488ff;
+  padding: 4px 10px;
+  font-family: var(--font-mono);
+  font-size: 12px;
+  cursor: pointer;
+  transition: all 0.15s ease;
+}
+
+.location-link:hover {
+  background: rgba(68, 136, 255, 0.3);
+  border-color: #4488ff;
+  color: #66aaff;
+}
+
+/* --- Signal Modal: Focal Points & News Correlation --- */
+.signal-focal-points,
+.signal-news-correlation {
+  background: rgba(139, 92, 246, 0.08);
+  border: 1px solid rgba(139, 92, 246, 0.25);
+  border-radius: 6px;
+  padding: 10px;
+  margin: 10px 0;
+}
+
+.signal-news-correlation {
+  background: rgba(68, 136, 255, 0.08);
+  border-color: rgba(68, 136, 255, 0.25);
+}
+
+.focal-points-header,
+.news-correlation-header {
+  font-size: 9px;
+  font-weight: 700;
+  text-transform: uppercase;
+  letter-spacing: 0.5px;
+  color: #8b5cf6;
+  margin-bottom: 8px;
+}
+
+.news-correlation-header {
+  color: #4488ff;
+}
+
+.focal-point-item {
+  font-size: 11px;
+  color: var(--text);
+  padding: 4px 0;
+  border-bottom: 1px solid rgba(255, 255, 255, 0.05);
+}
+
+.focal-point-item:last-child {
+  border-bottom: none;
+}
+
+.news-correlation-text {
+  font-family: var(--font-mono);
+  font-size: 10px;
+  color: var(--text);
+  white-space: pre-wrap;
+  margin: 0;
+  line-height: 1.5;
+}
+
+.signal-location {
+  margin: 8px 0;
+}
+
+.signal-item.military_surge {
+  border-left-color: #ff4444;
+}
+
+/* --- News Panel: Propaganda Risk Badges --- */
+.propaganda-badge {
+  display: inline-flex;
+  align-items: center;
+  gap: 2px;
+  padding: 1px 5px;
+  border-radius: 3px;
+  font-size: 8px;
+  font-weight: 600;
+  margin-left: 4px;
+  vertical-align: middle;
+}
+
+.propaganda-badge.high {
+  background: rgba(255, 60, 60, 0.2);
+  color: #ff6666;
+  border: 1px solid rgba(255, 60, 60, 0.3);
+}
+
+.propaganda-badge.medium {
+  background: rgba(255, 170, 0, 0.15);
+  color: #ffaa00;
+  border: 1px solid rgba(255, 170, 0, 0.3);
+}
+
+.top-source .propaganda-badge {
+  font-size: 7px;
+  padding: 0 3px;
+  margin-left: 2px;
+}
+
+/* --- Intelligence Findings Badge --- */
+.intel-findings-badge {
+  display: flex;
+  align-items: center;
+  gap: 4px;
+  padding: 4px 10px;
+  background: transparent;
+  border: 1px solid var(--border);
+  border-radius: 4px;
+  color: var(--text);
+  font-size: 11px;
+  cursor: pointer;
+  transition: all 0.2s;
+  position: relative;
+}
+
+.intel-findings-badge:hover {
+  background: rgba(255, 255, 255, 0.05);
+  border-color: var(--accent);
+}
+
+.intel-findings-badge.active {
+  background: rgba(255, 255, 255, 0.1);
+  border-color: var(--accent);
+}
+
+.intel-findings-badge .findings-icon {
+  font-size: 12px;
+}
+
+.intel-findings-badge .findings-count {
+  background: var(--border);
+  padding: 1px 5px;
+  border-radius: 8px;
+  font-size: 10px;
+  font-weight: 600;
+  min-width: 14px;
+  text-align: center;
+}
+
+.intel-findings-badge.status-none {
+  border-color: rgba(100, 100, 100, 0.4);
+}
+
+.intel-findings-badge.status-none .findings-count {
+  background: rgba(100, 100, 100, 0.3);
+  color: #888;
+}
+
+.intel-findings-badge.status-low {
+  border-color: rgba(74, 158, 255, 0.4);
+}
+
+.intel-findings-badge.status-low .findings-count {
+  background: rgba(74, 158, 255, 0.3);
+  color: #6bb5ff;
+}
+
+.intel-findings-badge.status-high {
+  border-color: rgba(255, 149, 0, 0.5);
+  animation: findings-pulse 2s infinite;
+}
+
+.intel-findings-badge.status-high .findings-count {
+  background: rgba(255, 149, 0, 0.3);
+  color: #ffaa33;
+}
+
+.intel-findings-badge.pulse {
+  animation: findings-new 0.5s ease-out;
+}
+
+@keyframes findings-pulse {
+  0%, 100% { box-shadow: 0 0 0 0 rgba(255, 149, 0, 0); }
+  50% { box-shadow: 0 0 8px 2px rgba(255, 149, 0, 0.3); }
+}
+
+@keyframes findings-new {
+  0% { transform: scale(1); }
+  50% { transform: scale(1.1); }
+  100% { transform: scale(1); }
+}
+
+/* --- Intelligence Findings Dropdown --- */
+.intel-findings-dropdown {
+  position: absolute;
+  top: 100%;
+  right: 0;
+  width: 380px;
+  background: #1a1a1a;
+  border: 1px solid var(--border);
+  border-radius: 6px;
+  box-shadow: 0 8px 24px rgba(0, 0, 0, 0.6);
+  z-index: 1000;
+  display: none;
+  margin-top: 4px;
+}
+
+.intel-findings-dropdown.open {
+  display: block;
+}
+
+.findings-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  padding: 10px 12px;
+  border-bottom: 1px solid var(--border);
+}
+
+.findings-header .header-title {
+  font-size: 12px;
+  font-weight: 600;
+  color: var(--text);
+}
+
+.findings-badge {
+  padding: 3px 8px;
+  border-radius: 4px;
+  font-size: 9px;
+  font-weight: 600;
+}
+
+.findings-badge.none {
+  background: rgba(100, 100, 100, 0.2);
+  color: #888;
+}
+
+.findings-badge.moderate {
+  background: rgba(74, 158, 255, 0.2);
+  color: #6bb5ff;
+}
+
+.findings-badge.high {
+  background: rgba(255, 149, 0, 0.2);
+  color: #ffaa33;
+}
+
+.findings-badge.critical {
+  background: rgba(255, 59, 48, 0.3);
+  color: #ff6b6b;
+  animation: critical-pulse 1.5s ease-in-out infinite;
+}
+
+.findings-content {
+  padding: 10px 12px;
+  max-height: 400px;
+  overflow-y: auto;
+}
+
+.findings-empty {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  gap: 8px;
+  padding: 24px 12px;
+  color: var(--text-dim);
+}
+
+.findings-empty .empty-icon {
+  font-size: 24px;
+  opacity: 0.5;
+}
+
+.findings-empty .empty-text {
+  font-size: 11px;
+  text-align: center;
+}
+
+.findings-list {
+  display: flex;
+  flex-direction: column;
+  gap: 8px;
+}
+
+.finding-item {
+  padding: 10px 12px;
+  background: rgba(255, 255, 255, 0.03);
+  border-radius: 6px;
+  border-left: 3px solid var(--accent);
+  cursor: pointer;
+  transition: background 0.2s;
+}
+
+.finding-item:hover {
+  background: rgba(255, 255, 255, 0.06);
+}
+
+.finding-item.critical {
+  border-left-color: #ff6b6b;
+  background: rgba(255, 59, 48, 0.05);
+}
+
+.finding-item.high {
+  border-left-color: #ffaa33;
+}
+
+.finding-item.medium {
+  border-left-color: #6bb5ff;
+}
+
+.finding-item.low {
+  border-left-color: #666;
+}
+
+.finding-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  margin-bottom: 6px;
+}
+
+.finding-type {
+  font-size: 11px;
+  font-weight: 600;
+  color: var(--text);
+}
+
+.finding-confidence {
+  padding: 2px 6px;
+  border-radius: 4px;
+  font-size: 9px;
+  font-weight: 600;
+}
+
+.finding-confidence.critical {
+  background: rgba(255, 59, 48, 0.3);
+  color: #ff6b6b;
+  animation: critical-pulse 1.5s ease-in-out infinite;
+}
+
+.finding-confidence.high {
+  background: rgba(255, 149, 0, 0.2);
+  color: #ffaa33;
+}
+
+.finding-confidence.medium {
+  background: rgba(74, 158, 255, 0.2);
+  color: #6bb5ff;
+}
+
+.finding-confidence.low {
+  background: rgba(100, 100, 100, 0.2);
+  color: #888;
+}
+
+@keyframes critical-pulse {
+  0%, 100% { opacity: 1; }
+  50% { opacity: 0.7; }
+}
+
+.finding-description {
+  font-size: 10px;
+  color: var(--text-dim);
+  line-height: 1.4;
+  margin-bottom: 6px;
+}
+
+.finding-meta {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+}
+
+.finding-insight {
+  font-size: 9px;
+  color: var(--accent);
+  font-style: italic;
+  max-width: 70%;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+}
+
+.finding-time {
+  font-size: 9px;
+  color: var(--text-dim);
+}
+
+.findings-more {
+  text-align: center;
+  padding: 8px;
+  font-size: 10px;
+  color: var(--accent);
+  border-top: 1px solid var(--border);
+  margin-top: 8px;
+  cursor: pointer;
+  transition: background 0.2s;
+}
+
+.findings-more:hover {
+  background: rgba(255, 255, 255, 0.05);
+}
+
+/* Findings Modal */
+.findings-modal-overlay {
+  position: fixed;
+  top: 0;
+  left: 0;
+  right: 0;
+  bottom: 0;
+  background: rgba(0, 0, 0, 0.8);
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  z-index: 10000;
+  backdrop-filter: blur(4px);
+}
+
+.findings-modal {
+  background: #1a1a1a;
+  border: 1px solid var(--border);
+  border-radius: 8px;
+  width: 90%;
+  max-width: 600px;
+  max-height: 80vh;
+  display: flex;
+  flex-direction: column;
+  box-shadow: 0 8px 32px rgba(0, 0, 0, 0.5);
+}
+
+.findings-modal-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  padding: 12px 16px;
+  border-bottom: 1px solid var(--border);
+}
+
+.findings-modal-title {
+  font-size: 14px;
+  font-weight: 600;
+  color: var(--text-primary);
+}
+
+.findings-modal-close {
+  background: none;
+  border: none;
+  color: var(--text-dim);
+  font-size: 20px;
+  cursor: pointer;
+  padding: 4px 8px;
+  line-height: 1;
+}
+
+.findings-modal-close:hover {
+  color: var(--text-primary);
+}
+
+.findings-modal-content {
+  overflow-y: auto;
+  padding: 8px;
+}
+
+.findings-modal-item {
+  padding: 10px 12px;
+  margin-bottom: 8px;
+  background: rgba(255, 255, 255, 0.03);
+  border-radius: 6px;
+  border-left: 3px solid var(--accent);
+  cursor: pointer;
+  transition: background 0.2s;
+}
+
+.findings-modal-item:hover {
+  background: rgba(255, 255, 255, 0.06);
+}
+
+.findings-modal-item.critical {
+  border-left-color: #ff6b6b;
+  background: rgba(255, 59, 48, 0.05);
+}
+
+.findings-modal-item.high {
+  border-left-color: #ffaa33;
+}
+
+.findings-modal-item.medium {
+  border-left-color: #6bb5ff;
+}
+
+.findings-modal-item.low {
+  border-left-color: #666;
+}
+
+.findings-modal-item-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  margin-bottom: 6px;
+}
+
+.findings-modal-item-type {
+  font-size: 12px;
+  font-weight: 500;
+  color: var(--text-primary);
+}
+
+.findings-modal-item-priority {
+  font-size: 9px;
+  font-weight: 600;
+  padding: 2px 6px;
+  border-radius: 4px;
+  background: rgba(100, 100, 100, 0.2);
+  color: #888;
+}
+
+.findings-modal-item-priority.critical {
+  background: rgba(255, 59, 48, 0.3);
+  color: #ff6b6b;
+}
+
+.findings-modal-item-priority.high {
+  background: rgba(255, 149, 0, 0.2);
+  color: #ffaa33;
+}
+
+.findings-modal-item-priority.medium {
+  background: rgba(74, 158, 255, 0.2);
+  color: #6bb5ff;
+}
+
+.findings-modal-item-desc {
+  font-size: 11px;
+  color: var(--text-dim);
+  line-height: 1.4;
+  margin-bottom: 6px;
+}
+
+.findings-modal-item-meta {
+  display: flex;
+  justify-content: space-between;
+  font-size: 10px;
+}
+
+.findings-modal-item-insight {
+  color: var(--accent);
+  font-style: italic;
+}
+
+.findings-modal-item-time {
+  color: var(--text-dim);
+}
+
+/* ===== Tech Events Panel ===== */
+.tech-events-panel {
+  display: flex;
+  flex-direction: column;
+  gap: 8px;
+  height: 100%;
+}
+
+.tech-events-loading,
+.tech-events-error {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  gap: 8px;
+  padding: 20px;
+  color: var(--text-dim);
+}
+
+.tech-events-error {
+  color: var(--red);
+}
+
+.tech-events-error .retry-btn {
+  margin-top: 8px;
+  padding: 4px 12px;
+  background: var(--surface);
+  border: 1px solid var(--border);
+  border-radius: 4px;
+  color: var(--text);
+  cursor: pointer;
+  font-size: 10px;
+}
+
+.tech-events-error .retry-btn:hover {
+  background: var(--border);
+}
+
+.tech-events-tabs {
+  display: flex;
+  gap: 4px;
+  padding: 0 2px;
+}
+
+.tech-events-tabs .tab {
+  flex: 1;
+  padding: 5px 8px;
+  background: transparent;
+  border: 1px solid var(--border);
+  border-radius: 4px;
+  color: var(--text-dim);
+  font-size: 9px;
+  cursor: pointer;
+  transition: all 0.15s ease;
+}
+
+.tech-events-tabs .tab:hover {
+  background: rgba(255, 255, 255, 0.05);
+  color: var(--text);
+}
+
+.tech-events-tabs .tab.active {
+  background: var(--accent);
+  color: var(--bg);
+  border-color: var(--accent);
+}
+
+.tech-events-stats {
+  display: flex;
+  align-items: center;
+  gap: 12px;
+  padding: 4px 8px;
+  font-size: 9px;
+  color: var(--text-dim);
+}
+
+.tech-events-stats .stat {
+  display: flex;
+  align-items: center;
+  gap: 4px;
+}
+
+.tech-events-stats .source-link {
+  margin-left: auto;
+  color: var(--text-dim);
+  text-decoration: none;
+  font-size: 9px;
+}
+
+.tech-events-stats .source-link:hover {
+  color: var(--accent);
+}
+
+.tech-events-list {
+  flex: 1;
+  overflow-y: auto;
+  display: flex;
+  flex-direction: column;
+  gap: 2px;
+}
+
+.tech-event {
+  display: flex;
+  gap: 10px;
+  padding: 8px;
+  background: rgba(255, 255, 255, 0.02);
+  border-radius: 4px;
+  border-left: 3px solid var(--border);
+  transition: all 0.15s ease;
+}
+
+.tech-event:hover {
+  background: rgba(255, 255, 255, 0.05);
+}
+
+.tech-event.is-today {
+  background: rgba(255, 170, 0, 0.1);
+  border-left-color: var(--yellow);
+}
+
+.tech-event.is-this-week:not(.is-today) {
+  border-left-color: var(--green);
+}
+
+.tech-event.type-conference {
+  border-left-color: #4a9eff;
+}
+
+.tech-event.type-earnings {
+  border-left-color: #9966ff;
+}
+
+.tech-event.type-ipo {
+  border-left-color: #ff6699;
+}
+
+.event-date {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  min-width: 40px;
+  padding: 4px;
+  background: rgba(0, 0, 0, 0.3);
+  border-radius: 4px;
+}
+
+.event-month {
+  font-size: 8px;
+  font-weight: 600;
+  color: var(--text-dim);
+  letter-spacing: 0.5px;
+}
+
+.event-day {
+  font-size: 16px;
+  font-weight: 700;
+  color: var(--text);
+  line-height: 1;
+}
+
+.today-badge {
+  font-size: 7px;
+  font-weight: 600;
+  color: var(--yellow);
+  margin-top: 2px;
+}
+
+.soon-badge {
+  font-size: 7px;
+  font-weight: 600;
+  color: #ff9966;
+  margin-top: 2px;
+}
+
+.tech-event.is-soon {
+  background: rgba(255, 153, 102, 0.1);
+  border-left-color: #ff9966;
+}
+
+.event-content {
+  flex: 1;
+  min-width: 0;
+  display: flex;
+  flex-direction: column;
+  gap: 4px;
+}
+
+.event-header {
+  display: flex;
+  align-items: center;
+  gap: 6px;
+}
+
+.event-icon {
+  font-size: 12px;
+  flex-shrink: 0;
+}
+
+.event-title {
+  flex: 1;
+  font-size: 11px;
+  font-weight: 500;
+  color: var(--text);
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+}
+
+.event-url {
+  color: var(--text-dim);
+  text-decoration: none;
+  font-size: 10px;
+  flex-shrink: 0;
+}
+
+.event-url:hover {
+  color: var(--accent);
+}
+
+.event-meta {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  font-size: 9px;
+  color: var(--text-dim);
+}
+
+.event-dates {
+  color: var(--text-dim);
+}
+
+.event-location {
+  color: var(--text-dim);
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  max-width: 120px;
+}
+
+.event-map-link {
+  background: none;
+  border: none;
+  padding: 2px 4px;
+  cursor: pointer;
+  font-size: 10px;
+  opacity: 0.6;
+  transition: opacity 0.15s;
+}
+
+.event-map-link:hover {
+  opacity: 1;
+}
+
+/* Tech Events Map Markers */
+.tech-event-marker {
+  position: absolute;
+  background: #4a9eff;
+  border: 2px solid #fff;
+  border-radius: 50%;
+  width: 12px;
+  height: 12px;
+  cursor: pointer;
+  transition: all 0.2s ease;
+  box-shadow: 0 2px 6px rgba(0, 0, 0, 0.4);
+  transform: translate(-50%, -50%) scale(var(--marker-scale, 1));
+  transform-origin: center;
+}
+
+.tech-event-marker:hover {
+  transform: translate(-50%, -50%) scale(calc(var(--marker-scale, 1) * 1.3));
+  z-index: 1000;
+}
+
+.tech-event-marker.upcoming-soon {
+  background: var(--yellow);
+  animation: pulse-marker 2s ease-in-out infinite;
+}
+
+@keyframes pulse-marker {
+  0%, 100% { box-shadow: 0 0 0 0 rgba(255, 170, 0, 0.5); }
+  50% { box-shadow: 0 0 0 6px rgba(255, 170, 0, 0); }
+}
+
+.tech-event-popup {
+  min-width: 180px;
+  max-width: 250px;
+}
+
+.tech-event-popup h4 {
+  font-size: 11px;
+  font-weight: 600;
+  margin-bottom: 4px;
+  color: var(--text);
+}
+
+.tech-event-popup .popup-meta {
+  font-size: 9px;
+  color: var(--text-dim);
+  display: flex;
+  flex-direction: column;
+  gap: 2px;
+}
+
+.tech-event-popup .popup-link {
+  margin-top: 6px;
+  font-size: 9px;
+  color: #4a9eff;
+  text-decoration: none;
+}
+
+.tech-event-popup .popup-link:hover {
+  text-decoration: underline;
+}
+
+/* Service Status Panel */
+.service-status-loading,
+.service-status-error {
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  justify-content: center;
+  padding: 16px;
+  gap: 8px;
+  color: var(--text-dim);
+  font-size: 11px;
+}
+
+.service-status-error {
+  color: var(--red);
+}
+
+.service-status-error .retry-btn {
+  margin-top: 4px;
+  padding: 4px 10px;
+  font-size: 10px;
+  background: transparent;
+  border: 1px solid var(--border);
+  border-radius: 4px;
+  color: var(--text-dim);
+  cursor: pointer;
+}
+
+.service-status-error .retry-btn:hover {
+  background: var(--border);
+}
+
+.service-status-summary {
+  display: flex;
+  gap: 8px;
+  padding: 8px;
+  background: rgba(0, 0, 0, 0.2);
+  border-radius: 4px;
+  margin-bottom: 8px;
+}
+
+.service-status-summary .summary-item {
+  flex: 1;
+  display: flex;
+  flex-direction: column;
+  align-items: center;
+  gap: 2px;
+}
+
+.service-status-summary .summary-count {
+  font-size: 18px;
+  font-weight: 700;
+  line-height: 1;
+}
+
+.service-status-summary .summary-label {
+  font-size: 8px;
+  text-transform: uppercase;
+  letter-spacing: 0.5px;
+  color: var(--text-dim);
+}
+
+.service-status-summary .summary-item.operational .summary-count {
+  color: var(--green);
+}
+
+.service-status-summary .summary-item.degraded .summary-count {
+  color: var(--yellow);
+}
+
+.service-status-summary .summary-item.outage .summary-count {
+  color: var(--red);
+}
+
+.service-status-filters {
+  display: flex;
+  gap: 4px;
+  padding-bottom: 8px;
+  flex-wrap: wrap;
+}
+
+.status-filter-btn {
+  padding: 4px 8px;
+  font-size: 9px;
+  background: transparent;
+  border: 1px solid var(--border);
+  border-radius: 3px;
+  color: var(--text-dim);
+  cursor: pointer;
+  transition: all 0.15s;
+}
+
+.status-filter-btn:hover {
+  background: rgba(255, 255, 255, 0.05);
+  color: var(--text);
+}
+
+.status-filter-btn.active {
+  background: var(--accent);
+  color: var(--bg);
+  border-color: var(--accent);
+}
+
+.service-status-list {
+  display: flex;
+  flex-direction: column;
+  gap: 2px;
+}
+
+.service-status-item {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  padding: 6px 8px;
+  background: rgba(255, 255, 255, 0.02);
+  border-radius: 4px;
+  font-size: 11px;
+}
+
+.service-status-item .status-icon {
+  font-size: 10px;
+  flex-shrink: 0;
+}
+
+.service-status-item .status-name {
+  flex: 1;
+  color: var(--text);
+}
+
+.service-status-item .status-badge {
+  font-size: 8px;
+  font-weight: 600;
+  padding: 2px 6px;
+  border-radius: 3px;
+  text-transform: uppercase;
+  letter-spacing: 0.3px;
+}
+
+.service-status-item.operational .status-icon { color: var(--green); }
+.service-status-item.degraded .status-icon { color: var(--yellow); }
+.service-status-item.outage .status-icon { color: var(--red); }
+.service-status-item.unknown .status-icon { color: var(--text-dim); }
+
+.service-status-item .status-badge.operational {
+  background: rgba(0, 200, 83, 0.15);
+  color: var(--green);
+}
+
+.service-status-item .status-badge.degraded {
+  background: rgba(255, 170, 0, 0.15);
+  color: var(--yellow);
+}
+
+.service-status-item .status-badge.outage {
+  background: rgba(255, 82, 82, 0.15);
+  color: var(--red);
+}
+
+.service-status-item .status-badge.unknown {
+  background: rgba(255, 255, 255, 0.05);
+  color: var(--text-dim);
+}
+
+.all-operational {
+  text-align: center;
+  padding: 12px;
+  font-size: 10px;
+  color: var(--green);
+  background: rgba(0, 200, 83, 0.1);
+  border-radius: 4px;
+  margin-top: 8px;
+}
+
+/* ===== deck.gl Map Styles ===== */
+.map-container.deckgl-mode {
+  position: relative;
+  width: 100%;
+  height: 100%;
+}
+
+.deckgl-map-wrapper {
+  position: absolute;
+  top: 0;
+  left: 0;
+  width: 100%;
+  height: 100%;
+  overflow: hidden;
+}
+
+#deckgl-basemap {
+  position: absolute;
+  top: 0;
+  left: 0;
+  width: 100%;
+  height: 100%;
+}
+
+#deckgl-overlay {
+  position: absolute;
+  top: 0;
+  left: 0;
+  width: 100%;
+  height: 100%;
+  pointer-events: none;
+  background: transparent !important;
+}
+
+#deckgl-overlay canvas {
+  pointer-events: auto;
+  background: transparent !important;
+}
+
+/* deck.gl Controls */
+.deckgl-controls {
+  position: absolute;
+  top: 10px;
+  right: 10px;
+  display: flex;
+  flex-direction: column;
+  gap: 8px;
+  z-index: 500;
+  pointer-events: auto;
+}
+
+.deckgl-controls .zoom-controls {
+  display: flex;
+  flex-direction: column;
+  gap: 2px;
+}
+
+.deckgl-controls .map-btn {
+  width: 32px;
+  height: 32px;
+  background: rgba(10, 15, 12, 0.95);
+  border: 1px solid var(--border);
+  color: var(--text);
+  font-size: 16px;
+  cursor: pointer;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  transition: all 0.2s ease;
+  pointer-events: auto;
+  position: relative;
+  z-index: 1;
+}
+
+.deckgl-controls .map-btn:hover {
+  background: rgba(30, 40, 35, 0.95);
+  border-color: var(--green);
+}
+
+.deckgl-controls .view-selector {
+  display: none; /* Hidden - region selector moved to header */
+  margin-top: 4px;
+}
+
+.deckgl-controls .view-select {
+  width: 100%;
+  padding: 6px 8px;
+  background: rgba(10, 15, 12, 0.95);
+  border: 1px solid var(--border);
+  color: var(--text);
+  font-family: inherit;
+  font-size: 10px;
+  cursor: pointer;
+}
+
+.deckgl-controls .view-select:hover {
+  border-color: var(--green);
+}
+
+/* deck.gl Time Slider */
+.deckgl-time-slider {
+  position: absolute;
+  top: 10px;
+  left: 10px;
+  z-index: 100;
+  background: rgba(10, 15, 12, 0.95);
+  padding: 8px 12px;
+  border: 1px solid var(--border);
+  border-radius: 4px;
+}
+
+.deckgl-time-slider .time-options {
+  display: flex;
+  gap: 2px;
+}
+
+.deckgl-time-slider .time-btn {
+  padding: 4px 8px;
+  background: transparent;
+  border: 1px solid var(--border);
+  color: var(--text-dim);
+  font-family: inherit;
+  font-size: 10px;
+  cursor: pointer;
+  transition: all 0.2s ease;
+}
+
+.deckgl-time-slider .time-btn:hover {
+  border-color: var(--green);
+  color: var(--green);
+}
+
+.deckgl-time-slider .time-btn.active {
+  background: var(--green);
+  border-color: var(--green);
+  color: var(--bg);
+  font-weight: bold;
+}
+
+/* deck.gl Layer Toggles */
+.deckgl-layer-toggles {
+  position: absolute;
+  bottom: 10px;
+  left: 10px;
+  z-index: 100;
+  background: rgba(10, 15, 12, 0.95);
+  border: 1px solid var(--border);
+  border-radius: 4px;
+  max-width: 260px;
+  max-height: 50vh;
+  display: flex;
+  flex-direction: column;
+  overflow: hidden;
+  flex-wrap: nowrap;
+}
+
+.deckgl-layer-toggles .toggle-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  padding: 6px 10px;
+  border-bottom: 1px solid var(--border);
+  font-size: 10px;
+  font-weight: bold;
+  color: var(--text-dim);
+  text-transform: uppercase;
+  letter-spacing: 1px;
+  flex-shrink: 0;
+}
+
+.deckgl-layer-toggles .toggle-collapse {
+  background: none;
+  border: none;
+  color: var(--text-dim);
+  cursor: pointer;
+  font-size: 10px;
+}
+
+.deckgl-layer-toggles .toggle-list {
+  padding: 4px;
+  display: flex;
+  flex-direction: column;
+  gap: 2px;
+  flex: 1;
+  min-height: 0;
+  overflow-y: auto;
+  overscroll-behavior: contain;
+  -webkit-overflow-scrolling: touch;
+}
+
+.deckgl-layer-toggles .toggle-list.collapsed {
+  display: none;
+}
+
+.deckgl-layer-toggles .layer-toggle {
+  display: flex;
+  align-items: center;
+  gap: 6px;
+  padding: 5px 8px;
+  cursor: pointer;
+  border-radius: 3px;
+  border: 1px solid transparent;
+  background: rgba(30, 35, 32, 0.8);
+  transition: background 0.15s ease, border-color 0.15s ease;
+  position: relative;
+  font-size: 10px;
+  text-transform: uppercase;
+  color: var(--text);
+}
+
+.deckgl-layer-toggles .layer-toggle:hover {
+  background: rgba(50, 55, 52, 0.9);
+}
+
+.deckgl-layer-toggles .layer-toggle input[type="checkbox"] {
+  -webkit-appearance: none;
+  appearance: none;
+  width: 16px;
+  height: 16px;
+  min-width: 16px;
+  border: 2px solid var(--border);
+  border-radius: 3px;
+  background: transparent;
+  cursor: pointer;
+  margin: 0;
+  position: relative;
+  flex-shrink: 0;
+}
+
+.deckgl-layer-toggles .layer-toggle input[type="checkbox"]:checked {
+  background: var(--green);
+  border-color: var(--green);
+}
+
+.deckgl-layer-toggles .layer-toggle input[type="checkbox"]:checked::after {
+  content: '✓';
+  position: absolute;
+  top: 50%;
+  left: 50%;
+  transform: translate(-50%, -50%);
+  color: var(--bg);
+  font-size: 10px;
+  font-weight: bold;
+  line-height: 1;
+}
+
+.deckgl-layer-toggles .toggle-icon {
+  font-size: 12px;
+  width: 16px;
+  height: 16px;
+  min-width: 16px;
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  line-height: 1;
+  overflow: hidden;
+}
+
+.deckgl-layer-toggles .toggle-label {
+  font-size: 10px;
+  font-weight: 500;
+  color: var(--text);
+  letter-spacing: 0.5px;
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+}
+
+.deckgl-layer-toggles .layer-toggle.loading .toggle-label {
+  color: var(--yellow);
+  animation: layer-loading 0.8s ease-in-out infinite;
+}
+
+.deckgl-layer-toggles .layer-toggle.has-data .toggle-label {
+  color: var(--green);
+}
+
+.deckgl-layer-toggles .layer-toggle.has-data {
+  border-color: rgba(68, 255, 136, 0.2);
+}
+
+/* deck.gl Legend - horizontal bar at bottom center */
+.deckgl-legend {
+  position: absolute;
+  bottom: 8px;
+  left: 50%;
+  transform: translateX(-50%);
+  z-index: 100;
+  display: flex;
+  align-items: center;
+  gap: 12px;
+  background: rgba(10, 15, 12, 0.9);
+  border: 1px solid var(--border);
+  border-radius: 4px;
+  padding: 5px 12px;
+}
+
+.deckgl-legend .legend-label-title {
+  font-size: 9px;
+  font-weight: bold;
+  color: var(--text-dim);
+  text-transform: uppercase;
+  letter-spacing: 0.5px;
+}
+
+.deckgl-legend .legend-item {
+  display: inline-flex;
+  align-items: center;
+  gap: 4px;
+}
+
+.deckgl-legend .legend-item svg {
+  flex-shrink: 0;
+}
+
+.deckgl-legend .legend-label {
+  font-size: 9px;
+  color: var(--text-dim);
+  white-space: nowrap;
+}
+
+/* deck.gl Timestamp */
+.deckgl-timestamp {
+  position: absolute;
+  top: 10px;
+  left: 50%;
+  /* Explicitly unset bottom/right to prevent stretching if map-timestamp class is also applied */
+  bottom: auto !important;
+  right: auto !important;
+  width: auto;
+  height: auto;
+  transform: translateX(-50%);
+  z-index: 100;
+  background: rgba(10, 15, 12, 0.8);
+  padding: 4px 12px;
+  border: 1px solid var(--border);
+  border-radius: 3px;
+  font-size: 9px;
+  color: var(--text-dim);
+  font-family: inherit;
+  letter-spacing: 0.5px;
+}
+
+/* deck.gl Tooltip */
+.deckgl-tooltip {
+  background: rgba(10, 15, 12, 0.95);
+  padding: 8px 12px;
+  border: 1px solid var(--border);
+  border-radius: 4px;
+  font-size: 11px;
+  color: var(--text);
+  max-width: 250px;
+  pointer-events: none;
+}
+
+.deckgl-tooltip strong {
+  color: var(--accent);
+  font-weight: 600;
+}
+
+/* MapLibre GL overrides for dark theme */
+.maplibregl-map {
+  font-family: inherit;
+  background: transparent !important;
+}
+
+.maplibregl-canvas-container,
+.maplibregl-canvas {
+  background: transparent !important;
+}
+
+/* Override MapLibre GL default grab cursor - use default pointer */
+.maplibregl-canvas-container.maplibregl-interactive,
+.maplibregl-canvas-container.maplibregl-interactive .maplibregl-canvas {
+  cursor: default !important;
+}
+
+.maplibregl-canvas-container.maplibregl-interactive:active,
+.maplibregl-canvas-container.maplibregl-interactive:active .maplibregl-canvas {
+  cursor: grabbing !important;
+}
+
+/* Ensure deck.gl doesn't add any overlay */
+#deckgl-overlay,
+#deckgl-overlay > *,
+#deckgl-overlay canvas {
+  background: transparent !important;
+  background-color: transparent !important;
+}
+
+/* Override deck.gl default grab cursor - use default pointer */
+#deckgl-overlay canvas {
+  cursor: default !important;
+}
+
+#deckgl-overlay canvas:active {
+  cursor: grabbing !important;
+}
+
+.maplibregl-popup-content {
+  background: rgba(10, 15, 12, 0.95);
+  color: var(--text);
+  border: 1px solid var(--border);
+  border-radius: 4px;
+  padding: 10px 14px;
+  font-size: 11px;
+}
+
+.maplibregl-popup-tip {
+  border-top-color: rgba(10, 15, 12, 0.95);
+}
+
+.maplibregl-ctrl-attrib {
+  background: rgba(10, 15, 12, 0.7) !important;
+  color: var(--text-dim) !important;
+  font-size: 9px !important;
+}
+
+.maplibregl-ctrl-attrib a {
+  color: var(--text-dim) !important;
+}
+
+/* Hide MapLibre navigation controls (we use custom ones) */
+.maplibregl-ctrl-top-right,
+.maplibregl-ctrl-bottom-right {
+  display: none;
+}
+
+/* deck.gl mode indicator */
+.map-container.deckgl-mode::after {
+  content: 'WebGL';
+  position: absolute;
+  bottom: 10px;
+  right: 170px;
+  z-index: 99;
+  background: rgba(0, 200, 100, 0.15);
+  color: var(--green);
+  padding: 2px 6px;
+  border-radius: 2px;
+  font-size: 8px;
+  font-weight: bold;
+  letter-spacing: 0.5px;
+  text-transform: uppercase;
+  opacity: 0.7;
+}
+
+/* Responsive adjustments for deck.gl on smaller desktops */
+@media (max-width: 1200px) {
+  .deckgl-layer-toggles {
+    max-width: 180px;
+  }
+
+  .deckgl-legend {
+    padding: 4px 10px;
+    gap: 8px;
+  }
+
+  .deckgl-legend .legend-label-title,
+  .deckgl-legend .legend-label {
+    font-size: 8px;
+  }
+}
+
+/* Scrollbar styling for layer toggles */
+.deckgl-layer-toggles::-webkit-scrollbar {
+  width: 4px;
+}
+
+.deckgl-layer-toggles::-webkit-scrollbar-track {
+  background: transparent;
+}
+
+.deckgl-layer-toggles::-webkit-scrollbar-thumb {
+  background: var(--border);
+  border-radius: 2px;
+}
+
+.deckgl-layer-toggles::-webkit-scrollbar-thumb:hover {
+  background: var(--text-dim);
+}
+
+/* ============================================
+   ML Features - ONNX Runtime Integration
+   ============================================ */
+
+/* Cluster Summary */
+.cluster-summary {
+  font-size: 11px;
+  color: var(--text-dim);
+  padding: 6px 8px;
+  line-height: 1.4;
+  border-left: 2px solid var(--accent);
+  margin: 6px 0;
+  background: rgba(255, 255, 255, 0.02);
+}
+
+.cluster-summary.loading {
+  font-style: italic;
+  opacity: 0.7;
+}
+
+.cluster-summary.error {
+  color: var(--red);
+  border-left-color: var(--red);
+}
+
+/* ML Loading Spinner */
+.ml-loading-inline {
+  display: inline-block;
+  width: 10px;
+  height: 10px;
+  border: 1.5px solid var(--border);
+  border-top-color: var(--accent);
+  border-radius: 50%;
+  animation: spin 0.8s linear infinite;
+}
+
+@keyframes spin {
+  to { transform: rotate(360deg); }
+}
+
+/* Entity Pills */
+.entity-pills {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 4px;
+  margin: 4px 0;
+}
+
+.entity-pill {
+  font-size: 9px;
+  padding: 2px 6px;
+  border-radius: 10px;
+  background: var(--surface);
+  border: 1px solid var(--border);
+  cursor: pointer;
+  transition: border-color 0.2s;
+}
+
+.entity-pill:hover {
+  border-color: var(--text-dim);
+}
+
+.entity-pill.person {
+  border-color: #6b8afd;
+}
+
+.entity-pill.organization {
+  border-color: #4ade80;
+}
+
+.entity-pill.location {
+  border-color: #f59e0b;
+}
+
+/* Insights Panel */
+.insights-section {
+  margin-bottom: 12px;
+}
+
+.insights-section-title {
+  font-size: 9px;
+  text-transform: uppercase;
+  color: var(--text-dim);
+  margin-bottom: 6px;
+  letter-spacing: 0.5px;
+}
+
+/* World Brief - AI Summary */
+.insights-brief {
+  margin-bottom: 12px;
+  padding: 10px;
+  background: linear-gradient(135deg, rgba(68, 136, 255, 0.08), rgba(136, 68, 255, 0.08));
+  border-radius: 6px;
+  border-left: 3px solid var(--accent);
+}
+
+.insights-brief .insights-section-title {
+  color: var(--accent);
+  margin-bottom: 8px;
+}
+
+.insights-brief-text {
+  font-size: 12px;
+  line-height: 1.5;
+  color: var(--text);
+}
+
+.insights-unavailable,
+.insights-error,
+.insights-empty {
+  font-size: 11px;
+  color: var(--text-dim);
+  font-style: italic;
+  padding: 8px 0;
+}
+
+.insights-error {
+  color: var(--red);
+}
+
+/* Insights Panel - Loading Status */
+.insights-status {
+  display: flex;
+  align-items: center;
+  gap: 10px;
+  padding: 16px 8px;
+  color: var(--text-dim);
+  font-size: 12px;
+}
+
+.insights-spinner {
+  width: 16px;
+  height: 16px;
+  border: 2px solid var(--border);
+  border-top-color: var(--accent);
+  border-radius: 50%;
+  animation: spin 0.8s linear infinite;
+}
+
+.insights-status-text {
+  animation: pulse 1.5s ease-in-out infinite;
+}
+
+@keyframes pulse {
+  0%, 100% { opacity: 0.6; }
+  50% { opacity: 1; }
+}
+
+/* Insights Panel - Progress Bar */
+.insights-progress {
+  padding: 12px 8px;
+}
+
+.insights-progress-bar {
+  height: 4px;
+  background: var(--border);
+  border-radius: 2px;
+  overflow: hidden;
+  margin-bottom: 10px;
+}
+
+.insights-progress-fill {
+  height: 100%;
+  background: linear-gradient(90deg, var(--accent), #8844ff);
+  border-radius: 2px;
+  transition: width 0.3s ease;
+}
+
+.insights-progress-info {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  font-size: 11px;
+}
+
+.insights-progress-step {
+  color: var(--accent);
+  font-weight: 600;
+}
+
+.insights-progress-message {
+  color: var(--text-dim);
+  animation: pulse 1.5s ease-in-out infinite;
+}
+
+/* Insights Panel - Provider Badge */
+.insights-provider {
+  font-size: 8px;
+  padding: 2px 6px;
+  background: rgba(68, 136, 255, 0.15);
+  color: var(--accent);
+  border-radius: 8px;
+  text-transform: uppercase;
+  letter-spacing: 0.5px;
+  margin-left: 6px;
+  vertical-align: middle;
+}
+
+/* Insights Panel - Stats */
+.insights-stats {
+  display: flex;
+  gap: 12px;
+  margin-bottom: 12px;
+  padding: 8px;
+  background: rgba(255, 255, 255, 0.02);
+  border-radius: 4px;
+}
+
+.insight-stat {
+  text-align: center;
+  flex: 1;
+}
+
+.insight-stat-value {
+  display: block;
+  font-size: 18px;
+  font-weight: 600;
+  color: var(--text);
+}
+
+.insight-stat-label {
+  font-size: 9px;
+  color: var(--text-dim);
+  text-transform: uppercase;
+}
+
+.insight-stat.alert .insight-stat-value {
+  color: var(--red);
+}
+
+/* Insights Panel - Stories */
+.insight-story {
+  padding: 8px 0;
+  border-bottom: 1px solid var(--border);
+}
+
+.insight-story:last-child {
+  border-bottom: none;
+}
+
+.insight-story-header {
+  display: flex;
+  align-items: flex-start;
+  gap: 6px;
+}
+
+.insight-story-title {
+  font-size: 11px;
+  color: var(--text);
+  line-height: 1.4;
+}
+
+.insight-badges {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 4px;
+  margin-top: 4px;
+  padding-left: 12px;
+}
+
+.insight-badge {
+  font-size: 9px;
+  padding: 1px 5px;
+  border-radius: 3px;
+  background: var(--surface);
+  color: var(--text-dim);
+}
+
+.insight-badge.confirmed {
+  background: rgba(74, 222, 128, 0.15);
+  color: var(--green);
+}
+
+.insight-badge.multi {
+  background: rgba(255, 255, 255, 0.05);
+  color: var(--text);
+}
+
+.insight-badge.velocity {
+  background: rgba(251, 191, 36, 0.15);
+  color: var(--yellow);
+}
+
+.insight-badge.velocity.elevated {
+  background: rgba(251, 146, 60, 0.15);
+  color: var(--orange);
+}
+
+.insight-badge.velocity.high {
+  background: rgba(239, 68, 68, 0.15);
+  color: var(--red);
+}
+
+.insight-badge.alert {
+  background: rgba(239, 68, 68, 0.15);
+  color: var(--red);
+}
+
+/* Sentiment Dots */
+.insight-sentiment-dot {
+  width: 6px;
+  height: 6px;
+  border-radius: 50%;
+  flex-shrink: 0;
+  margin-top: 5px;
+}
+
+.insight-sentiment-dot.positive {
+  background: var(--green);
+}
+
+.insight-sentiment-dot.negative {
+  background: var(--red);
+}
+
+.insight-sentiment-dot.neutral {
+  background: var(--text-dim);
+}
+
+/* Sentiment Bar */
+.insights-sentiment-bar {
+  margin-bottom: 12px;
+  padding: 8px;
+  background: rgba(255, 255, 255, 0.02);
+  border-radius: 4px;
+}
+
+.sentiment-bar-track {
+  display: flex;
+  height: 6px;
+  border-radius: 3px;
+  overflow: hidden;
+  margin-bottom: 4px;
+}
+
+.sentiment-bar-negative {
+  background: var(--red);
+  height: 100%;
+}
+
+.sentiment-bar-neutral {
+  background: var(--text-dim);
+  height: 100%;
+}
+
+.sentiment-bar-positive {
+  background: var(--green);
+  height: 100%;
+}
+
+.sentiment-bar-labels {
+  display: flex;
+  justify-content: space-between;
+  font-size: 10px;
+  font-weight: 500;
+}
+
+.sentiment-label.negative {
+  color: var(--red);
+}
+
+.sentiment-label.neutral {
+  color: var(--text-dim);
+}
+
+.sentiment-label.positive {
+  color: var(--green);
+}
+
+.sentiment-tone {
+  text-align: center;
+  font-size: 10px;
+  margin-top: 6px;
+  color: var(--text-dim);
+}
+
+.sentiment-tone.negative {
+  color: var(--red);
+}
+
+.sentiment-tone.positive {
+  color: var(--green);
+}
+
+/* ML-Detected Stories Section */
+.insights-missed {
+  margin-top: 12px;
+  padding-top: 12px;
+  border-top: 1px dashed var(--border);
+}
+
+.insights-missed .insights-section-title {
+  color: #6b8afd;
+}
+
+.insight-story.missed {
+  opacity: 0.85;
+  border-left: 2px solid #6b8afd;
+  padding-left: 8px;
+  margin-left: 0;
+}
+
+.insight-sentiment-dot.ml-flagged {
+  background: #6b8afd;
+  box-shadow: 0 0 6px rgba(107, 138, 253, 0.5);
+}
+
+.insight-badge.ml-detected {
+  background: rgba(107, 138, 253, 0.15);
+  color: #6b8afd;
+  border-color: rgba(107, 138, 253, 0.3);
+}
+
+/* Geographic Convergence Section */
+.insights-convergence {
+  margin-top: 12px;
+  padding-top: 12px;
+  border-top: 1px solid var(--border);
+}
+
+.insights-convergence .insights-section-title {
+  color: var(--orange);
+}
+
+.convergence-zone {
+  padding: 8px;
+  margin-bottom: 8px;
+  background: rgba(251, 146, 60, 0.05);
+  border-radius: 4px;
+  border-left: 2px solid var(--orange);
+}
+
+.convergence-region {
+  font-size: 11px;
+  font-weight: 600;
+  color: var(--text);
+  margin-bottom: 4px;
+}
+
+.convergence-description {
+  font-size: 10px;
+  color: var(--text-dim);
+  line-height: 1.4;
+  margin-bottom: 4px;
+}
+
+.convergence-stats {
+  font-size: 9px;
+  color: var(--text-muted);
+}
+
+/* Focal Points (Intelligence Synthesis) */
+.insights-focal {
+  margin-top: 12px;
+  padding-top: 12px;
+  border-top: 1px solid var(--border);
+}
+
+.focal-point {
+  padding: 10px;
+  margin-bottom: 8px;
+  background: rgba(139, 92, 246, 0.05);
+  border-radius: 4px;
+  border-left: 3px solid var(--text-muted);
+}
+
+.focal-point.critical {
+  border-left-color: var(--red);
+  background: rgba(239, 68, 68, 0.08);
+}
+
+.focal-point.elevated {
+  border-left-color: var(--orange);
+  background: rgba(251, 146, 60, 0.08);
+}
+
+.focal-point.watch {
+  border-left-color: var(--blue);
+  background: rgba(59, 130, 246, 0.05);
+}
+
+.focal-point-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  margin-bottom: 6px;
+}
+
+.focal-point-name {
+  font-size: 12px;
+  font-weight: 600;
+  color: var(--text);
+}
+
+.focal-point-urgency {
+  font-size: 9px;
+  font-weight: 600;
+  padding: 2px 6px;
+  border-radius: 3px;
+  text-transform: uppercase;
+}
+
+.focal-point-urgency.critical {
+  background: var(--red);
+  color: white;
+}
+
+.focal-point-urgency.elevated {
+  background: var(--orange);
+  color: white;
+}
+
+.focal-point-urgency.watch {
+  background: var(--surface-elevated);
+  color: var(--text-dim);
+}
+
+.focal-point-signals {
+  display: flex;
+  gap: 4px;
+  margin-bottom: 6px;
+  font-size: 14px;
+}
+
+.focal-point-stats {
+  font-size: 10px;
+  color: var(--text-dim);
+  margin-bottom: 4px;
+}
+
+.focal-point-headline {
+  display: block;
+  font-size: 10px;
+  color: var(--text-muted);
+  font-style: italic;
+  line-height: 1.4;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+  text-decoration: none;
+  cursor: pointer;
+  transition: color 0.15s ease;
+}
+
+.focal-point-headline:hover {
+  color: var(--accent);
+  text-decoration: underline;
+}
+
+/* ============ Critical Posture Banner ============ */
+
+.critical-posture-banner {
+  position: fixed;
+  top: 50px;
+  left: 0;
+  right: 0;
+  z-index: 999;
+  padding: 10px 20px;
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  gap: 16px;
+  animation: banner-slide-in 0.3s ease-out;
+}
+
+.critical-posture-banner.dismissed {
+  display: none;
+}
+
+.critical-posture-banner.severity-critical {
+  background: linear-gradient(90deg, #8B0000, #DC143C);
+  border-bottom: 2px solid #FF4444;
+}
+
+.critical-posture-banner.severity-elevated {
+  background: linear-gradient(90deg, #B8860B, #FF8C00);
+  border-bottom: 2px solid #FFD700;
+}
+
+.banner-content {
+  display: flex;
+  align-items: center;
+  gap: 12px;
+  flex: 1;
+}
+
+.banner-icon {
+  font-size: 18px;
+}
+
+.banner-headline {
+  font-weight: 600;
+  color: white;
+  font-size: 14px;
+}
+
+.banner-stats {
+  color: rgba(255, 255, 255, 0.85);
+  font-size: 12px;
+}
+
+.banner-strike {
+  background: rgba(255, 255, 255, 0.2);
+  padding: 2px 8px;
+  border-radius: 3px;
+  font-size: 11px;
+  font-weight: 600;
+  color: white;
+}
+
+.banner-view,
+.banner-dismiss {
+  background: rgba(255, 255, 255, 0.2);
+  border: none;
+  color: white;
+  padding: 6px 12px;
+  border-radius: 4px;
+  cursor: pointer;
+  font-size: 12px;
+}
+
+.banner-view:hover,
+.banner-dismiss:hover {
+  background: rgba(255, 255, 255, 0.3);
+}
+
+.banner-dismiss {
+  padding: 6px 10px;
+  font-size: 16px;
+}
+
+@keyframes banner-slide-in {
+  from {
+    transform: translateY(-100%);
+    opacity: 0;
+  }
+  to {
+    transform: translateY(0);
+    opacity: 1;
+  }
+}
+
+/* Push content down when critical banner is visible */
+body.has-critical-banner .panels-grid {
+  padding-top: 50px;
+}
+
+/* ============ Strategic Posture Panel ============ */
+
+.posture-panel {
+  display: flex;
+  flex-direction: column;
+  gap: 12px;
+  padding: 12px;
+}
+
+.posture-theater {
+  border-radius: 8px;
+  cursor: pointer;
+  transition: transform 0.2s, box-shadow 0.2s;
+}
+
+.posture-theater:hover {
+  transform: translateY(-2px);
+  box-shadow: 0 4px 12px rgba(0, 0, 0, 0.3);
+}
+
+.posture-compact {
+  padding: 8px 12px;
+  background: rgba(255, 255, 255, 0.05);
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+}
+
+.posture-expanded {
+  padding: 12px;
+  background: rgba(255, 255, 255, 0.08);
+}
+
+.posture-expanded.critical {
+  border-left: 3px solid #ff4444;
+  background: rgba(255, 68, 68, 0.1);
+}
+
+.posture-expanded.elevated {
+  border-left: 3px solid #ffaa00;
+  background: rgba(255, 170, 0, 0.1);
+}
+
+.posture-theater-header {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  margin-bottom: 8px;
+}
+
+.posture-name {
+  font-weight: 600;
+  font-size: 13px;
+}
+
+.posture-badge {
+  font-size: 11px;
+  padding: 2px 6px;
+  border-radius: 3px;
+}
+
+.posture-critical {
+  background: rgba(255, 68, 68, 0.2);
+  color: #ff4444;
+}
+
+.posture-elevated {
+  background: rgba(255, 170, 0, 0.2);
+  color: #ffaa00;
+}
+
+.posture-normal {
+  background: rgba(68, 170, 68, 0.2);
+  color: #44aa44;
+}
+
+/* Compact chip layout for posture panel */
+.posture-compact {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  padding: 8px 12px;
+  background: rgba(255, 255, 255, 0.03);
+  border-radius: 6px;
+  cursor: pointer;
+  transition: background 0.15s ease;
+}
+
+.posture-compact:hover {
+  background: rgba(255, 255, 255, 0.06);
+}
+
+.posture-compact .posture-name {
+  font-weight: 500;
+  font-size: 12px;
+  min-width: 60px;
+}
+
+.posture-chips {
+  display: flex;
+  gap: 6px;
+  flex: 1;
+}
+
+.posture-chip {
+  font-size: 11px;
+  padding: 2px 6px;
+  border-radius: 4px;
+  font-weight: 500;
+  display: flex;
+  align-items: center;
+  gap: 3px;
+}
+
+.posture-chip.air {
+  background: rgba(100, 180, 255, 0.15);
+  color: rgba(100, 180, 255, 0.9);
+}
+
+.posture-chip.naval {
+  background: rgba(100, 220, 180, 0.15);
+  color: rgba(100, 220, 180, 0.9);
+}
+
+/* Expanded theater with inline forces */
+.posture-forces {
+  display: flex;
+  flex-direction: column;
+  gap: 6px;
+  margin: 8px 0;
+}
+
+.posture-force-row {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+}
+
+.posture-domain {
+  font-size: 9px;
+  font-weight: 600;
+  color: rgba(255, 255, 255, 0.4);
+  text-transform: uppercase;
+  letter-spacing: 0.5px;
+  width: 28px;
+  flex-shrink: 0;
+}
+
+.posture-stats {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 4px;
+}
+
+.posture-stat {
+  font-size: 11px;
+  padding: 2px 6px;
+  background: rgba(255, 255, 255, 0.06);
+  border-radius: 4px;
+  display: flex;
+  align-items: center;
+  gap: 3px;
+  color: rgba(255, 255, 255, 0.8);
+}
+
+.posture-stat.carrier {
+  background: rgba(255, 180, 100, 0.15);
+  color: rgba(255, 200, 130, 0.9);
+}
+
+.posture-footer {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  margin-top: 8px;
+  padding-top: 8px;
+  border-top: 1px solid rgba(255, 255, 255, 0.08);
+  font-size: 11px;
+}
+
+.posture-focus {
+  color: rgba(255, 255, 255, 0.5);
+  margin-left: auto;
+}
+
+/* Legacy styles kept for compatibility */
+.posture-section-label {
+  font-size: 10px;
+  font-weight: 600;
+  color: rgba(255, 255, 255, 0.5);
+  text-transform: uppercase;
+  letter-spacing: 0.5px;
+  margin-top: 8px;
+  margin-bottom: 4px;
+}
+
+.posture-breakdown {
+  display: grid;
+  grid-template-columns: repeat(2, 1fr);
+  gap: 6px;
+  margin-bottom: 6px;
+}
+
+.posture-row {
+  display: flex;
+  align-items: center;
+  gap: 6px;
+  font-size: 12px;
+}
+
+.posture-icon {
+  width: 18px;
+  text-align: center;
+}
+
+.posture-count {
+  font-weight: 600;
+  min-width: 24px;
+}
+
+.posture-label {
+  color: rgba(255, 255, 255, 0.7);
+}
+
+.posture-meta {
+  display: flex;
+  align-items: center;
+  gap: 12px;
+  margin-top: 8px;
+  padding-top: 8px;
+  border-top: 1px solid rgba(255, 255, 255, 0.1);
+}
+
+.posture-strike {
+  background: rgba(255, 68, 68, 0.2);
+  color: #ff6666;
+  padding: 2px 8px;
+  border-radius: 3px;
+  font-size: 11px;
+  font-weight: 600;
+}
+
+.posture-trend {
+  font-size: 11px;
+}
+
+.trend-up {
+  color: #ff4444;
+}
+
+.trend-down {
+  color: #44aa44;
+}
+
+.trend-stable {
+  color: #888888;
+}
+
+.posture-target {
+  font-size: 11px;
+  color: rgba(255, 255, 255, 0.6);
+  margin-top: 6px;
+}
+
+.posture-summary-mini {
+  font-size: 11px;
+  color: rgba(255, 255, 255, 0.6);
+}
+
+/* posture-footer already defined above with new compact layout */
+.posture-footer-old {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  padding-top: 8px;
+  border-top: 1px solid rgba(255, 255, 255, 0.1);
+  font-size: 11px;
+  color: rgba(255, 255, 255, 0.5);
+}
+
+.posture-refresh-btn {
+  background: none;
+  border: none;
+  color: rgba(255, 255, 255, 0.6);
+  cursor: pointer;
+  font-size: 14px;
+}
+
+.posture-refresh-btn:hover {
+  color: white;
+}
+
+.posture-no-data {
+  text-align: center;
+  padding: 24px;
+}
+
+.posture-no-data-icon {
+  font-size: 32px;
+  margin-bottom: 8px;
+}
+
+.posture-no-data-title {
+  font-weight: 600;
+  margin-bottom: 4px;
+}
+
+.posture-no-data-desc {
+  font-size: 12px;
+  color: rgba(255, 255, 255, 0.6);
+}
+
+.posture-retry-btn {
+  margin-top: 12px;
+  padding: 8px 16px;
+  background: rgba(255, 255, 255, 0.1);
+  border: 1px solid rgba(255, 255, 255, 0.2);
+  border-radius: 4px;
+  color: rgba(255, 255, 255, 0.8);
+  cursor: pointer;
+  font-size: 12px;
+  transition: all 0.2s;
+}
+
+.posture-retry-btn:hover {
+  background: rgba(255, 255, 255, 0.2);
+  color: white;
+}
+
+.posture-stale-warning {
+  background: rgba(255, 170, 0, 0.15);
+  border: 1px solid rgba(255, 170, 0, 0.3);
+  border-radius: 4px;
+  padding: 8px 12px;
+  margin-bottom: 12px;
+  font-size: 11px;
+  color: #ffaa00;
+  text-align: center;
+}
+
+/* Enhanced Loading States */
+.posture-loading {
+  text-align: center;
+  padding: 24px 16px;
+}
+
+.posture-loading-radar {
+  width: 80px;
+  height: 80px;
+  margin: 0 auto 16px;
+  position: relative;
+  border: 2px solid rgba(68, 255, 136, 0.3);
+  border-radius: 50%;
+  overflow: hidden;
+}
+
+.posture-radar-sweep {
+  position: absolute;
+  top: 50%;
+  left: 50%;
+  width: 50%;
+  height: 2px;
+  background: linear-gradient(90deg, transparent, #44ff88);
+  transform-origin: left center;
+  animation: radar-sweep 2s linear infinite;
+}
+
+.posture-radar-dot {
+  position: absolute;
+  top: 50%;
+  left: 50%;
+  width: 8px;
+  height: 8px;
+  margin: -4px;
+  background: #44ff88;
+  border-radius: 50%;
+  box-shadow: 0 0 12px #44ff88;
+}
+
+@keyframes radar-sweep {
+  from { transform: rotate(0deg); }
+  to { transform: rotate(360deg); }
+}
+
+.posture-loading-title {
+  font-weight: 600;
+  font-size: 14px;
+  margin-bottom: 16px;
+  color: rgba(255, 255, 255, 0.9);
+}
+
+.posture-loading-stages {
+  display: flex;
+  flex-direction: column;
+  gap: 8px;
+  margin-bottom: 16px;
+}
+
+.posture-stage {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  font-size: 12px;
+  color: rgba(255, 255, 255, 0.4);
+  transition: color 0.3s;
+}
+
+.posture-stage.active {
+  color: #44ff88;
+}
+
+.posture-stage.complete {
+  color: rgba(255, 255, 255, 0.6);
+}
+
+.posture-stage-dot {
+  width: 8px;
+  height: 8px;
+  border-radius: 50%;
+  background: rgba(255, 255, 255, 0.2);
+  transition: all 0.3s;
+}
+
+.posture-stage.active .posture-stage-dot {
+  background: #44ff88;
+  box-shadow: 0 0 8px #44ff88;
+  animation: pulse-dot 1s ease-in-out infinite;
+}
+
+.posture-stage.complete .posture-stage-dot {
+  background: rgba(68, 255, 136, 0.6);
+}
+
+@keyframes pulse-dot {
+  0%, 100% { transform: scale(1); opacity: 1; }
+  50% { transform: scale(1.3); opacity: 0.7; }
+}
+
+.posture-loading-tip {
+  font-size: 11px;
+  color: rgba(255, 255, 255, 0.5);
+  font-style: italic;
+}
+
+.posture-loading-note {
+  font-size: 10px;
+  color: rgba(255, 255, 255, 0.35);
+  margin-top: 8px;
+  padding: 6px 10px;
+  background: rgba(255, 255, 255, 0.05);
+  border-radius: 4px;
+  text-align: center;
+}
+
+.posture-loading-elapsed {
+  font-size: 10px;
+  color: rgba(255, 255, 255, 0.4);
+  margin-top: 6px;
+  font-variant-numeric: tabular-nums;
+}
+
+/* No Data State Improvements */
+.posture-no-data-icon.pulse {
+  animation: icon-pulse 2s ease-in-out infinite;
+}
+
+@keyframes icon-pulse {
+  0%, 100% { opacity: 1; transform: scale(1); }
+  50% { opacity: 0.6; transform: scale(1.1); }
+}
+
+.posture-data-sources {
+  display: flex;
+  flex-direction: column;
+  gap: 8px;
+  margin: 16px 0;
+  padding: 12px;
+  background: rgba(255, 255, 255, 0.03);
+  border-radius: 6px;
+}
+
+.posture-source {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  font-size: 12px;
+  color: rgba(255, 255, 255, 0.6);
+}
+
+.posture-source-icon {
+  font-size: 16px;
+}
+
+.posture-source-icon.connecting {
+  animation: blink 1s ease-in-out infinite;
+}
+
+.posture-source-icon.waiting {
+  opacity: 0.4;
+}
+
+@keyframes blink {
+  0%, 100% { opacity: 1; }
+  50% { opacity: 0.3; }
+}
+
+.posture-error-hint {
+  margin-top: 12px;
+  padding: 8px 12px;
+  background: rgba(255, 255, 255, 0.05);
+  border-radius: 4px;
+  font-size: 11px;
+  color: rgba(255, 255, 255, 0.5);
+  text-align: left;
+}
+
+.posture-error-hint strong {
+  color: rgba(255, 255, 255, 0.7);
+}
+
+/* ── Country Intel Modal ── */
+.country-intel-overlay {
+  position: fixed;
+  inset: 0;
+  z-index: 10000;
+  background: rgba(0, 0, 0, 0.6);
+  backdrop-filter: blur(4px);
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  opacity: 0;
+  pointer-events: none;
+  transition: opacity 0.2s ease;
+}
+.country-intel-overlay.active {
+  opacity: 1;
+  pointer-events: auto;
+}
+.country-intel-modal {
+  background: #1a1d23;
+  border: 1px solid rgba(255, 255, 255, 0.1);
+  border-radius: 12px;
+  width: 480px;
+  max-width: 92vw;
+  max-height: 80vh;
+  overflow-y: auto;
+  box-shadow: 0 20px 60px rgba(0, 0, 0, 0.5);
+  transform: translateY(20px);
+  transition: transform 0.2s ease;
+}
+.country-intel-overlay.active .country-intel-modal {
+  transform: translateY(0);
+}
+.country-intel-header {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  padding: 16px 20px;
+  border-bottom: 1px solid rgba(255, 255, 255, 0.08);
+}
+.country-intel-title {
+  display: flex;
+  align-items: center;
+  gap: 10px;
+  font-size: 16px;
+  font-weight: 600;
+  color: #fff;
+}
+.country-flag { font-size: 24px; }
+.country-intel-close {
+  background: none;
+  border: none;
+  color: rgba(255, 255, 255, 0.4);
+  font-size: 24px;
+  cursor: pointer;
+  padding: 4px 8px;
+  border-radius: 6px;
+  transition: all 0.15s;
+}
+.country-intel-close:hover {
+  background: rgba(255, 255, 255, 0.1);
+  color: #fff;
+}
+.country-intel-content {
+  padding: 16px 20px;
+}
+
+/* CII section */
+.cii-section { margin-bottom: 16px; }
+.cii-label {
+  display: flex;
+  align-items: center;
+  gap: 10px;
+  font-size: 13px;
+  color: rgba(255, 255, 255, 0.6);
+  margin-bottom: 6px;
+}
+.cii-badge {
+  font-size: 10px;
+  font-weight: 700;
+  padding: 2px 8px;
+  border-radius: 4px;
+  letter-spacing: 0.5px;
+}
+.cii-score-bar {
+  flex: 1;
+  height: 6px;
+  background: rgba(255, 255, 255, 0.08);
+  border-radius: 3px;
+  overflow: hidden;
+}
+.cii-score-fill {
+  height: 100%;
+  border-radius: 3px;
+  transition: width 0.5s ease;
+}
+.cii-score-value {
+  font-size: 12px;
+  font-weight: 600;
+  color: rgba(255, 255, 255, 0.8);
+  min-width: 48px;
+  text-align: right;
+}
+.cii-components {
+  display: flex;
+  gap: 12px;
+  font-size: 12px;
+  color: rgba(255, 255, 255, 0.5);
+  margin-top: 6px;
+}
+.cii-trend { margin-left: auto; text-transform: capitalize; }
+.cii-trend.rising { color: #ff6644; }
+.cii-trend.falling { color: #44cc88; }
+.cii-trend.stable { color: rgba(255, 255, 255, 0.4); }
+
+/* Signal chips */
+.active-signals {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 6px;
+  margin-bottom: 16px;
+}
+.signal-chip {
+  font-size: 11px;
+  padding: 4px 10px;
+  border-radius: 20px;
+  background: rgba(255, 255, 255, 0.06);
+  color: rgba(255, 255, 255, 0.7);
+  border: 1px solid rgba(255, 255, 255, 0.08);
+}
+.signal-chip.protest { border-color: rgba(255, 170, 0, 0.3); color: #ffaa00; }
+.signal-chip.military { border-color: rgba(100, 180, 255, 0.3); color: #64b4ff; }
+.signal-chip.outage { border-color: rgba(255, 100, 100, 0.3); color: #ff6464; }
+.signal-chip.quake { border-color: rgba(180, 120, 255, 0.3); color: #b478ff; }
+.signal-chip.stock-loading { border-color: rgba(255, 255, 255, 0.15); color: #999; font-style: italic; }
+.signal-chip.stock.stock-up { border-color: rgba(68, 170, 68, 0.3); color: #44aa44; }
+.signal-chip.stock.stock-down { border-color: rgba(255, 68, 68, 0.3); color: #ff4444; }
+
+/* Intel brief */
+.intel-brief-section { min-height: 100px; }
+.intel-brief-loading { padding: 8px 0; }
+.intel-skeleton {
+  height: 14px;
+  background: linear-gradient(90deg, rgba(255,255,255,0.04) 25%, rgba(255,255,255,0.08) 50%, rgba(255,255,255,0.04) 75%);
+  background-size: 200% 100%;
+  animation: skeleton-shimmer 1.5s infinite;
+  border-radius: 4px;
+  margin-bottom: 10px;
+}
+.intel-skeleton.short { width: 60%; }
+.intel-loading-text {
+  display: block;
+  text-align: center;
+  font-size: 11px;
+  color: rgba(255, 255, 255, 0.3);
+  margin-top: 12px;
+}
+@keyframes skeleton-shimmer {
+  0% { background-position: 200% 0; }
+  100% { background-position: -200% 0; }
+}
+.country-markets-section {
+  padding: 8px 0;
+  border-bottom: 1px solid rgba(255,255,255,0.06);
+  margin-bottom: 8px;
+}
+.markets-label {
+  font-size: 11px;
+  font-weight: 600;
+  color: rgba(255,255,255,0.5);
+  margin-bottom: 6px;
+  text-transform: uppercase;
+  letter-spacing: 0.5px;
+}
+.market-item {
+  margin-bottom: 6px;
+}
+.market-title {
+  font-size: 12px;
+  color: rgba(255,255,255,0.8);
+  margin-bottom: 3px;
+  line-height: 1.3;
+}
+.market-title .market-link {
+  color: #3b82f6;
+  text-decoration: none;
+  font-size: 11px;
+}
+.market-bar {
+  display: flex;
+  height: 16px;
+  border-radius: 3px;
+  overflow: hidden;
+  font-size: 10px;
+  font-weight: 600;
+  line-height: 16px;
+}
+.market-yes {
+  background: rgba(34, 197, 94, 0.4);
+  color: #22c55e;
+  text-align: center;
+  min-width: 28px;
+}
+.market-no {
+  background: rgba(239, 68, 68, 0.2);
+  color: rgba(239, 68, 68, 0.6);
+  text-align: center;
+  min-width: 28px;
+}
+.market-vol {
+  font-size: 10px;
+  color: rgba(255,255,255,0.3);
+  margin-top: 1px;
+}
+.intel-brief {
+  font-size: 13px;
+  line-height: 1.7;
+  color: rgba(255, 255, 255, 0.8);
+}
+.intel-brief p { margin: 0 0 12px; }
+.intel-brief strong { color: #fff; }
+.intel-footer {
+  display: flex;
+  align-items: center;
+  gap: 10px;
+  margin-top: 12px;
+  padding-top: 12px;
+  border-top: 1px solid rgba(255, 255, 255, 0.06);
+  font-size: 11px;
+  color: rgba(255, 255, 255, 0.3);
+}
+.intel-cached { color: rgba(255, 255, 255, 0.4); }
+.intel-fresh { color: #44cc88; }
+.intel-error {
+  padding: 16px;
+  text-align: center;
+  color: rgba(255, 100, 100, 0.7);
+  font-size: 13px;
+}
+
+/* ============================================
+   MACRO SIGNALS / MARKET RADAR PANEL
+   ============================================ */
+.macro-signals-container { padding: 4px 0; }
+.macro-verdict {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  padding: 8px 12px;
+  margin-bottom: 8px;
+  border-radius: 6px;
+  background: rgba(255,255,255,0.04);
+  border-left: 3px solid rgba(255,255,255,0.2);
+}
+.macro-verdict.verdict-buy { border-left-color: #4caf50; background: rgba(76,175,80,0.08); }
+.macro-verdict.verdict-cash { border-left-color: #ff9800; background: rgba(255,152,0,0.08); }
+.verdict-label { font-size: 11px; color: rgba(255,255,255,0.5); text-transform: uppercase; }
+.verdict-value { font-size: 16px; font-weight: 700; letter-spacing: 1px; }
+.verdict-buy .verdict-value { color: #4caf50; }
+.verdict-cash .verdict-value { color: #ff9800; }
+.verdict-detail { font-size: 11px; color: rgba(255,255,255,0.4); margin-left: auto; }
+.signals-grid {
+  display: grid;
+  grid-template-columns: repeat(auto-fill, minmax(140px, 1fr));
+  gap: 6px;
+}
+.signal-card {
+  background: rgba(255,255,255,0.03);
+  border: 1px solid rgba(255,255,255,0.06);
+  border-radius: 6px;
+  padding: 8px;
+  transition: background 0.15s;
+}
+.signal-card:hover { background: rgba(255,255,255,0.06); }
+.signal-card-link { text-decoration: none; color: inherit; }
+.signal-header {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  margin-bottom: 6px;
+}
+.signal-name { font-size: 11px; color: rgba(255,255,255,0.6); font-weight: 500; }
+.signal-badge {
+  font-size: 9px;
+  padding: 2px 6px;
+  border-radius: 3px;
+  font-weight: 600;
+  text-transform: uppercase;
+  letter-spacing: 0.5px;
+}
+.badge-bullish { background: rgba(76,175,80,0.2); color: #66bb6a; }
+.badge-bearish { background: rgba(244,67,54,0.2); color: #ef5350; }
+.badge-neutral { background: rgba(255,255,255,0.1); color: rgba(255,255,255,0.6); }
+.signal-body {
+  display: flex;
+  align-items: center;
+  gap: 6px;
+  min-height: 24px;
+}
+.signal-body-fg { justify-content: center; }
+.signal-sparkline-wrap { flex-shrink: 0; }
+.signal-sparkline { display: block; }
+.signal-value { font-size: 11px; color: rgba(255,255,255,0.7); }
+.signal-detail {
+  font-size: 10px;
+  color: rgba(255,255,255,0.35);
+  margin-top: 4px;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+}
+.signal-detail a { color: rgba(79,195,247,0.6); text-decoration: none; }
+.signal-detail a:hover { text-decoration: underline; }
+.fg-donut { display: block; margin: 0 auto; }
+
+/* ============================================
+   ETF FLOWS PANEL
+   ============================================ */
+.etf-flows-container { padding: 4px 0; }
+.etf-summary {
+  display: grid;
+  grid-template-columns: repeat(4, 1fr);
+  gap: 6px;
+  padding: 8px;
+  margin-bottom: 8px;
+  border-radius: 6px;
+  background: rgba(255,255,255,0.04);
+}
+.etf-summary-item { text-align: center; }
+.etf-summary-label { display: block; font-size: 10px; color: rgba(255,255,255,0.4); margin-bottom: 2px; }
+.etf-summary-value { display: block; font-size: 13px; font-weight: 600; color: rgba(255,255,255,0.85); }
+.etf-summary-value.flow-inflow { color: #4caf50; }
+.etf-summary-value.flow-outflow { color: #f44336; }
+.etf-table-wrap { overflow-x: auto; }
+.etf-table {
+  width: 100%;
+  border-collapse: collapse;
+  font-size: 12px;
+}
+.etf-table th {
+  text-align: left;
+  font-size: 10px;
+  color: rgba(255,255,255,0.4);
+  padding: 4px 6px;
+  border-bottom: 1px solid rgba(255,255,255,0.08);
+  font-weight: 500;
+  text-transform: uppercase;
+}
+.etf-table td {
+  padding: 5px 6px;
+  border-bottom: 1px solid rgba(255,255,255,0.04);
+}
+.etf-ticker { font-weight: 600; color: rgba(255,255,255,0.9); }
+.etf-issuer { color: rgba(255,255,255,0.5); font-size: 11px; }
+.etf-flow.flow-inflow { color: #4caf50; }
+.etf-flow.flow-outflow { color: #f44336; }
+.etf-flow.flow-neutral { color: rgba(255,255,255,0.5); }
+.etf-volume { color: rgba(255,255,255,0.6); }
+.etf-change { font-weight: 500; }
+
+/* ============================================
+   STABLECOIN PANEL
+   ============================================ */
+.stablecoin-container { padding: 4px 0; }
+.stable-health {
+  display: flex;
+  align-items: center;
+  gap: 10px;
+  padding: 8px 12px;
+  margin-bottom: 8px;
+  border-radius: 6px;
+  background: rgba(255,255,255,0.04);
+}
+.health-label {
+  font-size: 12px;
+  font-weight: 700;
+  padding: 2px 8px;
+  border-radius: 3px;
+  text-transform: uppercase;
+  letter-spacing: 0.5px;
+}
+.health-good .health-label { background: rgba(76,175,80,0.2); color: #66bb6a; }
+.health-caution .health-label { background: rgba(255,152,0,0.2); color: #ffa726; }
+.health-warning .health-label { background: rgba(244,67,54,0.2); color: #ef5350; }
+.health-detail { font-size: 11px; color: rgba(255,255,255,0.4); }
+.stable-section { margin-bottom: 8px; }
+.stable-section-title {
+  font-size: 10px;
+  text-transform: uppercase;
+  color: rgba(255,255,255,0.4);
+  padding: 4px 8px;
+  font-weight: 600;
+  letter-spacing: 0.5px;
+}
+.stable-row {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  padding: 5px 8px;
+  border-bottom: 1px solid rgba(255,255,255,0.04);
+}
+.stable-info { display: flex; align-items: center; gap: 6px; }
+.stable-symbol { font-weight: 600; font-size: 12px; color: rgba(255,255,255,0.9); min-width: 50px; }
+.stable-name { font-size: 11px; color: rgba(255,255,255,0.4); }
+.stable-price { font-size: 12px; color: rgba(255,255,255,0.7); font-family: monospace; }
+.stable-peg { display: flex; align-items: center; gap: 6px; }
+.peg-badge {
+  font-size: 9px;
+  padding: 2px 6px;
+  border-radius: 3px;
+  font-weight: 600;
+  text-transform: uppercase;
+}
+.peg-on .peg-badge { background: rgba(76,175,80,0.2); color: #66bb6a; }
+.peg-slight .peg-badge { background: rgba(255,152,0,0.2); color: #ffa726; }
+.peg-off .peg-badge { background: rgba(244,67,54,0.2); color: #ef5350; }
+.peg-dev { font-size: 10px; color: rgba(255,255,255,0.35); }
+.stable-supply-header {
+  display: grid;
+  grid-template-columns: 60px 1fr 1fr 70px;
+  padding: 2px 8px;
+  font-size: 10px;
+  color: rgba(255,255,255,0.3);
+  border-bottom: 1px solid rgba(255,255,255,0.06);
+}
+.stable-supply-row {
+  display: grid;
+  grid-template-columns: 60px 1fr 1fr 70px;
+  padding: 5px 8px;
+  font-size: 12px;
+  border-bottom: 1px solid rgba(255,255,255,0.04);
+}
+.stable-mcap { color: rgba(255,255,255,0.6); }
+.stable-vol { color: rgba(255,255,255,0.5); }
+.stable-change { font-weight: 500; text-align: right; }
+
+/* Shared change classes for new panels */
+.change-positive { color: #4caf50; }
+.change-negative { color: #f44336; }
+.change-neutral { color: rgba(255,255,255,0.5); }
+
+.runtime-config-summary {
+  font-size: 11px;
+  color: rgba(255,255,255,0.7);
+  margin-bottom: 10px;
+}
+
+.runtime-alert {
+  border: 1px solid rgba(255,255,255,0.16);
+  border-radius: 8px;
+  padding: 12px;
+  background: rgba(0, 0, 0, 0.2);
+}
+
+.runtime-alert h3 {
+  margin: 0 0 6px;
+  font-size: 11px;
+  font-weight: normal;
+  letter-spacing: 0.5px;
+}
+
+.runtime-alert p {
+  margin: 0 0 6px;
+  font-size: 10px;
+  color: rgba(255,255,255,0.5);
+}
+
+.runtime-alert.runtime-alert-warn {
+  border-color: rgba(255, 210, 124, 0.45);
+}
+
+.runtime-alert.runtime-alert-ok {
+  border-color: rgba(125, 227, 157, 0.45);
+}
+
+.runtime-alert-missing {
+  color: #ffd27c;
+  font-size: 12px;
+}
+
+.runtime-open-settings-btn {
+  border: 1px solid rgba(125, 227, 157, 0.45);
+  background: rgba(125, 227, 157, 0.08);
+  color: #d9ffe6;
+  border-radius: 4px;
+  padding: 5px 10px;
+  font: inherit;
+  font-size: 11px;
+  cursor: pointer;
+}
+
+.runtime-open-settings-btn:hover {
+  background: rgba(125, 227, 157, 0.16);
+}
+
+.runtime-config-list {
+  display: flex;
+  flex-direction: column;
+  gap: 10px;
+}
+
+.runtime-feature {
+  border: 1px solid rgba(255,255,255,0.12);
+  border-radius: 8px;
+  padding: 10px;
+  background: rgba(0, 0, 0, 0.15);
+}
+
+.runtime-feature-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  gap: 8px;
+}
+
+.runtime-feature-header label {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  font-size: 12px;
+  font-weight: 600;
+}
+
+.runtime-feature-desc,
+.runtime-feature-fallback {
+  margin: 6px 0;
+  font-size: 11px;
+  color: rgba(255,255,255,0.75);
+}
+
+.runtime-pill {
+  font-size: 10px;
+  padding: 2px 6px;
+  border-radius: 999px;
+  border: 1px solid rgba(255,255,255,0.2);
+}
+
+.runtime-pill.ok,
+.runtime-secret-status.ok { color: #7de39d; }
+.runtime-pill.warn,
+.runtime-secret-status.warn,
+.runtime-feature-fallback.fallback { color: #ffd27c; }
+.runtime-pill.staged,
+.runtime-secret-status.staged { color: #7de39d; opacity: 0.7; }
+
+.runtime-secrets {
+  display: flex;
+  flex-direction: column;
+  gap: 6px;
+}
+
+.runtime-secret-row {
+  display: grid;
+  grid-template-columns: 1fr auto auto;
+  grid-template-areas:
+    'key status check'
+    'meta meta meta'
+    'input input input'
+    'hint hint hint';
+  gap: 4px 8px;
+  align-items: center;
+}
+
+.runtime-secret-row code {
+  font-size: 10px;
+}
+
+.runtime-secret-status {
+  grid-area: status;
+  font-size: 10px;
+}
+
+.runtime-secret-meta {
+  grid-area: meta;
+  font-size: 10px;
+  color: rgba(255,255,255,0.62);
+}
+
+.runtime-secret-row input {
+  grid-area: input;
+  width: 100%;
+  background: rgba(255,255,255,0.08);
+  border: 1px solid rgba(255,255,255,0.16);
+  border-radius: 6px;
+  color: #fff;
+  padding: 6px 8px;
+  font-size: 11px;
+}
+
+.runtime-secret-check {
+  grid-area: check;
+}
+
+.runtime-secret-hint {
+  grid-area: hint;
+}
+
+/* ============================================
+   Country Brief Page (full-page overlay)
+   ============================================ */
+
+.country-brief-overlay {
+  position: fixed;
+  inset: 0;
+  z-index: 10000;
+  background: rgba(0, 0, 0, 0.7);
+  backdrop-filter: blur(6px);
+  opacity: 0;
+  pointer-events: none;
+  transition: opacity 0.2s ease;
+  overflow-y: auto;
+}
+.country-brief-overlay.active {
+  opacity: 1;
+  pointer-events: auto;
+}
+
+.country-brief-page {
+  background: #12141a;
+  border: 1px solid rgba(255, 255, 255, 0.08);
+  border-radius: 16px;
+  width: 960px;
+  max-width: 96vw;
+  margin: 32px auto;
+  min-height: calc(100vh - 64px);
+  box-shadow: 0 24px 80px rgba(0, 0, 0, 0.6);
+  transform: translateY(12px);
+  transition: transform 0.2s ease;
+}
+.country-brief-overlay.active .country-brief-page {
+  transform: translateY(0);
+}
+
+/* Header */
+.cb-header {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  padding: 16px 24px;
+  border-bottom: 1px solid rgba(255, 255, 255, 0.08);
+  position: sticky;
+  top: 0;
+  background: #12141a;
+  border-radius: 16px 16px 0 0;
+  z-index: 1;
+}
+.cb-header-left {
+  display: flex;
+  align-items: center;
+  gap: 10px;
+  flex-wrap: wrap;
+}
+.cb-header-right {
+  display: flex;
+  align-items: center;
+  gap: 6px;
+}
+.cb-flag { font-size: 28px; }
+.cb-country-name {
+  font-size: 18px;
+  font-weight: 700;
+  color: #fff;
+}
+.cb-badge {
+  font-size: 10px;
+  font-weight: 700;
+  padding: 3px 10px;
+  border-radius: 4px;
+  letter-spacing: 0.5px;
+}
+.cb-trend {
+  font-size: 12px;
+  text-transform: capitalize;
+}
+.cb-trend.trend-up { color: #ff6644; }
+.cb-trend.trend-down { color: #44cc88; }
+.cb-trend.trend-stable { color: rgba(255, 255, 255, 0.4); }
+
+.cb-tier-badge {
+  font-size: 10px;
+  padding: 2px 8px;
+  border-radius: 4px;
+  background: rgba(255, 170, 0, 0.12);
+  color: #ffaa00;
+  border: 1px solid rgba(255, 170, 0, 0.25);
+}
+
+.cb-close {
+  background: none;
+  border: none;
+  color: rgba(255, 255, 255, 0.4);
+  font-size: 28px;
+  cursor: pointer;
+  padding: 4px 8px;
+  border-radius: 8px;
+  line-height: 1;
+  transition: all 0.15s;
+}
+.cb-close:hover {
+  background: rgba(255, 255, 255, 0.1);
+  color: #fff;
+}
+
+.cb-share-btn,
+.cb-print-btn,
+.cb-export-btn {
+  background: none;
+  border: 1px solid rgba(255, 255, 255, 0.12);
+  color: rgba(255, 255, 255, 0.5);
+  cursor: pointer;
+  padding: 6px 8px;
+  border-radius: 6px;
+  transition: all 0.15s;
+  display: flex;
+  align-items: center;
+}
+.cb-share-btn:hover,
+.cb-print-btn:hover,
+.cb-export-btn:hover {
+  background: rgba(255, 255, 255, 0.08);
+  color: #fff;
+  border-color: rgba(255, 255, 255, 0.2);
+}
+
+/* Body & Grid */
+.cb-body { padding: 24px; }
+.cb-grid {
+  display: grid;
+  grid-template-columns: 1fr 1fr;
+  gap: 24px;
+}
+
+/* Sections */
+.cb-section {
+  margin-bottom: 24px;
+}
+.cb-section-title {
+  font-size: 11px;
+  font-weight: 700;
+  text-transform: uppercase;
+  letter-spacing: 1px;
+  color: rgba(255, 255, 255, 0.35);
+  margin-bottom: 12px;
+}
+
+/* Risk Score Ring */
+.cb-risk-content {
+  display: flex;
+  align-items: flex-start;
+  gap: 20px;
+}
+.cb-score-ring {
+  position: relative;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  flex-shrink: 0;
+}
+.cb-score-value {
+  position: absolute;
+  font-size: 28px;
+  font-weight: 800;
+  top: 50%;
+  left: 50%;
+  transform: translate(-50%, -60%);
+}
+.cb-score-label {
+  position: absolute;
+  font-size: 11px;
+  color: rgba(255, 255, 255, 0.3);
+  top: 50%;
+  left: 50%;
+  transform: translate(-50%, 60%);
+}
+.cb-components { flex: 1; }
+.cb-comp-row {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  margin-bottom: 8px;
+}
+.cb-comp-icon { font-size: 14px; width: 20px; text-align: center; }
+.cb-comp-label {
+  font-size: 11px;
+  color: rgba(255, 255, 255, 0.5);
+  width: 70px;
+}
+.cb-comp-bar {
+  flex: 1;
+  height: 5px;
+  background: rgba(255, 255, 255, 0.06);
+  border-radius: 3px;
+  overflow: hidden;
+}
+.cb-comp-fill {
+  height: 100%;
+  border-radius: 3px;
+  transition: width 0.5s ease;
+}
+.cb-comp-val {
+  font-size: 11px;
+  font-weight: 600;
+  color: rgba(255, 255, 255, 0.6);
+  width: 24px;
+  text-align: right;
+}
+
+/* Not Tracked State */
+.cb-not-tracked {
+  display: flex;
+  align-items: center;
+  gap: 10px;
+  padding: 16px;
+  background: rgba(255, 255, 255, 0.03);
+  border: 1px dashed rgba(255, 255, 255, 0.1);
+  border-radius: 8px;
+  color: rgba(255, 255, 255, 0.4);
+  font-size: 12px;
+}
+.cb-not-tracked-icon { font-size: 20px; }
+
+/* Signal Chips */
+.cb-signals-grid {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 6px;
+}
+.signal-chip.displacement { border-color: rgba(100, 200, 255, 0.3); color: #64c8ff; }
+.signal-chip.climate { border-color: rgba(255, 150, 50, 0.3); color: #ff9632; }
+.signal-chip.conflict { border-color: rgba(255, 80, 80, 0.3); color: #ff5050; }
+
+/* Brief Text */
+.cb-brief-text {
+  font-size: 13px;
+  line-height: 1.7;
+  color: rgba(255, 255, 255, 0.85);
+}
+.cb-brief-text p { margin-bottom: 10px; }
+.cb-brief-text strong { color: #fff; }
+.cb-citation {
+  color: #64b4ff;
+  text-decoration: none;
+  font-size: 10px;
+  font-weight: 700;
+  vertical-align: super;
+  cursor: pointer;
+  transition: color 0.15s;
+}
+.cb-citation:hover { color: #90ccff; text-decoration: underline; }
+.cb-export-menu {
+  position: absolute;
+  right: 0;
+  top: 100%;
+  margin-top: 4px;
+  background: var(--surface, #141414);
+  border: 1px solid rgba(255, 255, 255, 0.1);
+  border-radius: 8px;
+  padding: 4px;
+  z-index: 10;
+  min-width: 140px;
+}
+.cb-export-menu.hidden { display: none; }
+.cb-export-option {
+  display: block;
+  width: 100%;
+  padding: 8px 12px;
+  background: none;
+  border: none;
+  color: rgba(255, 255, 255, 0.7);
+  font-family: inherit;
+  font-size: 12px;
+  text-align: left;
+  border-radius: 6px;
+  cursor: pointer;
+}
+.cb-export-option:hover { background: rgba(255, 255, 255, 0.06); color: #fff; }
+.cb-brief-footer {
+  display: flex;
+  align-items: center;
+  gap: 10px;
+  margin-top: 12px;
+  font-size: 11px;
+  color: rgba(255, 255, 255, 0.3);
+}
+
+/* Top News */
+.cb-news-content {
+  display: grid;
+  gap: 6px;
+}
+.cb-news-card {
+  display: flex;
+  gap: 8px;
+  align-items: flex-start;
+  text-decoration: none;
+  border: 1px solid rgba(255, 255, 255, 0.05);
+  border-radius: 8px;
+  padding: 8px;
+  background: rgba(255, 255, 255, 0.02);
+  transition: background 0.15s ease, border-color 0.15s ease;
+}
+.cb-news-card:hover {
+  background: rgba(255, 255, 255, 0.05);
+  border-color: rgba(255, 255, 255, 0.14);
+}
+.cb-news-threat {
+  width: 7px;
+  height: 7px;
+  border-radius: 50%;
+  margin-top: 6px;
+  flex-shrink: 0;
+}
+.cb-news-body {
+  min-width: 0;
+}
+.cb-news-title {
+  font-size: 12px;
+  line-height: 1.35;
+  color: rgba(255, 255, 255, 0.86);
+  margin-bottom: 3px;
+}
+.cb-news-meta {
+  font-size: 10px;
+  color: rgba(255, 255, 255, 0.38);
+}
+
+/* Markets */
+.cb-market-item {
+  padding: 6px 0;
+  border-bottom: 1px solid rgba(255, 255, 255, 0.04);
+}
+.cb-market-item:last-child { border-bottom: none; }
+.cb-market-title {
+  font-size: 12px;
+  color: rgba(255, 255, 255, 0.8);
+  margin-bottom: 6px;
+}
+.cb-market-link {
+  color: #64b4ff;
+  text-decoration: none;
+  font-size: 11px;
+}
+
+.cb-news-highlight { background: rgba(100, 180, 255, 0.12); border-color: rgba(100, 180, 255, 0.25); transition: background 0.3s, border-color 0.3s; }
+
+/* Infrastructure */
+.cb-infra-group {
+  margin-bottom: 12px;
+}
+.cb-infra-type {
+  font-size: 10px;
+  font-weight: 700;
+  text-transform: uppercase;
+  letter-spacing: 0.5px;
+  color: rgba(255, 255, 255, 0.4);
+  margin-bottom: 6px;
+}
+.cb-infra-item {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  padding: 6px 0;
+  font-size: 12px;
+  color: rgba(255, 255, 255, 0.7);
+}
+.cb-infra-dist {
+  font-size: 10px;
+  padding: 2px 6px;
+  border-radius: 4px;
+  background: rgba(255, 255, 255, 0.06);
+  color: rgba(255, 255, 255, 0.4);
+}
+
+/* Timeline Placeholder */
+.cb-timeline-mount {
+  min-height: 120px;
+  background: rgba(255, 255, 255, 0.02);
+  border: 1px dashed rgba(255, 255, 255, 0.08);
+  border-radius: 8px;
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  color: rgba(255, 255, 255, 0.2);
+  font-size: 11px;
+}
+.cb-timeline-mount:empty::after {
+  content: 'Timeline loading...';
+}
+
+/* Loading / Empty States */
+.cb-loading-state { padding: 40px 24px; }
+.cb-empty {
+  color: rgba(255, 255, 255, 0.3);
+  font-size: 12px;
+  font-style: italic;
+}
+
+/* Mobile Responsive */
+@media (max-width: 768px) {
+  .country-brief-page {
+    margin: 0;
+    max-width: 100vw;
+    min-height: 100vh;
+    border-radius: 0;
+    border: none;
+  }
+  .cb-header {
+    border-radius: 0;
+    padding: 12px 16px;
+  }
+  .cb-body { padding: 16px; }
+  .cb-grid {
+    grid-template-columns: 1fr;
+  }
+  .cb-timeline-section { display: none; }
+  .cb-risk-content { flex-direction: column; align-items: center; }
+  .cb-signals-grid {
+    display: grid;
+    grid-template-columns: 1fr 1fr;
+  }
+}
+
+@media (max-width: 480px) {
+  .cb-country-name { font-size: 15px; }
+  .cb-flag { font-size: 22px; }
+}
+
+/* Print styles */
+@media print {
+  .country-brief-overlay {
+    position: static;
+    background: none;
+    backdrop-filter: none;
+    overflow: visible;
+  }
+  .country-brief-page {
+    width: 100%;
+    max-width: 100%;
+    margin: 0;
+    border: none;
+    box-shadow: none;
+    border-radius: 0;
+    min-height: auto;
+  }
+  .cb-header {
+    position: static;
+    background: #fff;
+    border-radius: 0;
+  }
+  .cb-close,
+  .cb-share-btn,
+  .cb-print-btn,
+  .cb-export-btn,
+  .cb-export-menu { display: none; }
+  .cb-grid { grid-template-columns: 1fr; }
+  .cb-timeline-section { display: none; }
+  body > *:not(.country-brief-overlay) { display: none !important; }
 }
diff --git a/src/styles/settings-window.css b/src/styles/settings-window.css
new file mode 100644
index 000000000..1c30ddc0f
--- /dev/null
+++ b/src/styles/settings-window.css
@@ -0,0 +1,490 @@
+/* Native-style settings window */
+.settings-shell {
+  --settings-bg: #2d2d2d;
+  --settings-surface: #383838;
+  --settings-surface-inset: #1e1e1e;
+  --settings-border: rgba(255, 255, 255, 0.1);
+  --settings-border-strong: rgba(255, 255, 255, 0.18);
+  --settings-text: #f0f0f0;
+  --settings-text-secondary: #999;
+  --settings-accent: #0A84FF;
+  --settings-green: #30d158;
+  --settings-yellow: #ffd60a;
+  --settings-red: #ff453a;
+
+  height: 100vh;
+  background: var(--settings-bg);
+  color: var(--settings-text);
+  font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', system-ui, sans-serif;
+  font-size: 13px;
+  padding: 0;
+  box-sizing: border-box;
+  display: flex;
+  flex-direction: column;
+  -webkit-font-smoothing: antialiased;
+}
+
+/* Tab bar — macOS segmented control style */
+.settings-tabs {
+  display: flex;
+  justify-content: center;
+  gap: 0;
+  padding: 12px 16px 0;
+  background: var(--settings-bg);
+  border-bottom: 1px solid var(--settings-border);
+}
+
+.settings-tab {
+  background: none;
+  border: 1px solid var(--settings-border-strong);
+  border-bottom: none;
+  border-radius: 6px 6px 0 0;
+  color: var(--settings-text-secondary);
+  font: inherit;
+  font-size: 12px;
+  font-weight: 500;
+  padding: 7px 20px;
+  cursor: pointer;
+  transition: background 0.15s, color 0.15s;
+  margin-bottom: -1px;
+}
+
+.settings-tab:hover {
+  color: var(--settings-text);
+  background: rgba(255, 255, 255, 0.04);
+}
+
+.settings-tab.active {
+  color: var(--settings-text);
+  background: var(--settings-surface);
+  border-bottom-color: var(--settings-surface);
+}
+
+/* Status bar */
+.settings-action-status {
+  margin: 0;
+  padding: 0 20px;
+  min-height: 20px;
+  line-height: 20px;
+  font-size: 11px;
+  color: var(--settings-text-secondary);
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+}
+
+.settings-action-status.ok { color: var(--settings-green); }
+.settings-action-status.error { color: var(--settings-red); }
+
+/* Tab panels */
+.settings-tab-panels {
+  flex: 1;
+  min-height: 0;
+  overflow-y: auto;
+  padding: 12px 20px;
+}
+
+.settings-tab-panel {
+  display: none;
+}
+
+.settings-tab-panel.active {
+  display: block;
+}
+
+.settings-content {
+  min-height: 0;
+}
+
+/* Runtime config panel overrides for settings window */
+.settings-runtime-panel {
+  cursor: default;
+  min-height: 0;
+  height: 100%;
+  display: flex;
+  flex-direction: column;
+  border: none;
+  background: none;
+}
+
+.settings-runtime-panel .panel-header {
+  display: none;
+}
+
+.settings-runtime-panel .panel-resize-handle {
+  display: none;
+}
+
+.settings-runtime-panel .panel-content {
+  flex: 1;
+  min-height: 0;
+  max-height: none;
+  overflow-y: visible;
+  padding: 0;
+}
+
+.settings-runtime-panel .runtime-config-summary {
+  font-size: 12px;
+  color: var(--settings-text-secondary);
+  margin-bottom: 12px;
+  padding: 8px 12px;
+  background: var(--settings-surface);
+  border-radius: 8px;
+}
+
+.settings-runtime-panel .runtime-config-list {
+  display: grid;
+  grid-template-columns: repeat(auto-fit, minmax(360px, 1fr));
+  gap: 8px;
+}
+
+.settings-runtime-panel .runtime-feature {
+  margin: 0;
+  background: var(--settings-surface);
+  border: 1px solid var(--settings-border);
+  border-radius: 8px;
+  padding: 10px 12px;
+}
+
+.settings-runtime-panel .runtime-feature.available {
+  border-color: var(--settings-border);
+}
+
+.settings-runtime-panel .runtime-feature-header label {
+  font-size: 13px;
+  font-weight: 500;
+}
+
+.settings-runtime-panel .runtime-pill {
+  font-size: 10px;
+  font-weight: 500;
+  padding: 2px 8px;
+  border-radius: 10px;
+}
+
+.settings-runtime-panel .runtime-pill.ok {
+  color: var(--settings-green);
+  border-color: rgba(48, 209, 88, 0.3);
+}
+
+.settings-runtime-panel .runtime-pill.warn {
+  color: var(--settings-yellow);
+  border-color: rgba(255, 214, 10, 0.3);
+}
+
+.settings-runtime-panel .runtime-pill.staged {
+  color: var(--settings-green);
+  border-color: rgba(48, 209, 88, 0.3);
+  opacity: 0.7;
+}
+
+.settings-runtime-panel .runtime-secret-row input {
+  background: var(--settings-surface-inset);
+  border: 1px solid var(--settings-border-strong);
+  border-radius: 6px;
+  color: var(--settings-text);
+  padding: 6px 10px;
+  font-size: 12px;
+  font-family: 'SF Mono', 'Cascadia Code', 'Fira Code', monospace;
+  transition: border-color 0.15s;
+}
+
+.settings-runtime-panel .runtime-secret-row input:focus {
+  outline: none;
+  border-color: var(--settings-accent);
+  box-shadow: 0 0 0 2px rgba(10, 132, 255, 0.25);
+}
+
+.settings-runtime-panel .runtime-secret-row input::placeholder {
+  color: rgba(255, 255, 255, 0.25);
+}
+
+.settings-runtime-panel .runtime-secret-meta {
+  color: rgba(255, 255, 255, 0.56);
+}
+
+.settings-runtime-panel .runtime-secret-status.ok {
+  color: var(--settings-green);
+}
+
+.settings-runtime-panel .runtime-secret-status.warn {
+  color: var(--settings-yellow);
+}
+
+.settings-runtime-panel .runtime-secret-status.staged {
+  color: var(--settings-green);
+  opacity: 0.7;
+}
+
+.settings-runtime-panel .runtime-feature-fallback.fallback {
+  color: var(--settings-yellow);
+}
+
+.settings-runtime-panel input[type="checkbox"] {
+  accent-color: var(--settings-accent);
+}
+
+/* Validation feedback */
+.runtime-secret-check {
+  color: var(--settings-green);
+  font-size: 14px;
+  margin-left: 6px;
+  display: none;
+}
+
+.runtime-secret-check.visible {
+  display: inline;
+}
+
+.runtime-secret-hint {
+  color: var(--settings-red);
+  font-size: 11px;
+}
+
+.settings-runtime-panel .runtime-secret-row input.valid-staged {
+  border-color: rgba(48, 209, 88, 0.5);
+}
+
+.settings-runtime-panel .runtime-secret-row input.invalid {
+  border-color: var(--settings-red);
+}
+
+/* Signup link icon */
+.runtime-secret-key {
+  display: flex;
+  align-items: center;
+  gap: 4px;
+  grid-area: key;
+}
+
+.runtime-secret-link {
+  color: var(--settings-text-secondary);
+  text-decoration: none;
+  font-size: 12px;
+  line-height: 1;
+  opacity: 0.5;
+  transition: opacity 0.15s, color 0.15s;
+}
+
+.runtime-secret-link:hover {
+  color: var(--settings-accent);
+  opacity: 1;
+}
+
+/* Footer with OK / Cancel */
+.settings-footer {
+  display: flex;
+  justify-content: flex-end;
+  align-items: center;
+  gap: 8px;
+  padding: 12px 20px;
+  border-top: 1px solid var(--settings-border);
+  background: var(--settings-bg);
+  flex-shrink: 0;
+}
+
+.settings-btn {
+  font: inherit;
+  font-size: 13px;
+  font-weight: 500;
+  padding: 6px 20px;
+  border-radius: 6px;
+  cursor: pointer;
+  min-width: 70px;
+  text-align: center;
+  transition: background 0.15s, border-color 0.15s;
+}
+
+.settings-btn-secondary {
+  background: var(--settings-surface);
+  border: 1px solid var(--settings-border-strong);
+  color: var(--settings-text);
+}
+
+.settings-btn-secondary:hover {
+  background: rgba(255, 255, 255, 0.1);
+}
+
+.settings-btn-primary {
+  background: var(--settings-accent);
+  border: 1px solid var(--settings-accent);
+  color: #fff;
+}
+
+.settings-btn-primary:hover {
+  background: #0b6fdb;
+  border-color: #0b6fdb;
+}
+
+/* Debug tab */
+.debug-actions {
+  display: flex;
+  gap: 8px;
+  margin-bottom: 12px;
+}
+
+.debug-actions button {
+  border: 1px solid var(--settings-border-strong);
+  background: var(--settings-surface);
+  color: var(--settings-text);
+  font: inherit;
+  font-size: 12px;
+  padding: 7px 14px;
+  border-radius: 6px;
+  cursor: pointer;
+  transition: background 0.15s;
+}
+
+.debug-actions button:hover {
+  background: rgba(255, 255, 255, 0.1);
+}
+
+/* Diagnostics */
+.settings-diagnostics {
+  border: 1px solid var(--settings-border);
+  background: var(--settings-surface);
+  border-radius: 8px;
+  padding: 12px 14px;
+}
+
+.diag-header {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  margin-bottom: 10px;
+}
+
+.diag-header h2 {
+  margin: 0;
+  font-size: 14px;
+  font-weight: 600;
+}
+
+.diag-toggles {
+  display: flex;
+  gap: 16px;
+}
+
+.diag-toggles label {
+  font-size: 12px;
+  display: flex;
+  align-items: center;
+  gap: 5px;
+  cursor: pointer;
+  color: var(--settings-text-secondary);
+}
+
+.diag-toggles input[type="checkbox"] {
+  accent-color: var(--settings-accent);
+}
+
+.diag-traffic-bar {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  margin-bottom: 8px;
+}
+
+.diag-traffic-bar h3 {
+  margin: 0;
+  font-size: 12px;
+  font-weight: 500;
+  color: var(--settings-text-secondary);
+}
+
+.diag-traffic-bar h3 span {
+  opacity: 0.6;
+}
+
+.diag-traffic-controls {
+  display: flex;
+  gap: 8px;
+  align-items: center;
+}
+
+.diag-traffic-controls label {
+  font-size: 11px;
+  display: flex;
+  align-items: center;
+  gap: 4px;
+  color: var(--settings-text-secondary);
+  cursor: pointer;
+}
+
+.diag-traffic-controls button {
+  border: 1px solid var(--settings-border-strong);
+  background: var(--settings-surface-inset);
+  color: var(--settings-text-secondary);
+  font: inherit;
+  font-size: 11px;
+  padding: 3px 10px;
+  border-radius: 4px;
+  cursor: pointer;
+  transition: background 0.15s, color 0.15s;
+}
+
+.diag-traffic-controls button:hover {
+  background: rgba(255, 255, 255, 0.08);
+  color: var(--settings-text);
+}
+
+.diag-traffic-log {
+  max-height: 300px;
+  overflow-y: auto;
+  font-size: 11px;
+}
+
+.diag-empty {
+  color: var(--settings-text-secondary);
+  font-style: italic;
+  margin: 10px 0;
+  font-size: 12px;
+}
+
+.diag-table {
+  width: 100%;
+  border-collapse: collapse;
+  font-family: 'SF Mono', 'Cascadia Code', 'Fira Code', monospace;
+  font-size: 11px;
+}
+
+.diag-table th {
+  text-align: left;
+  padding: 4px 8px;
+  border-bottom: 1px solid var(--settings-border);
+  color: var(--settings-text-secondary);
+  font-weight: 500;
+  font-size: 10px;
+  position: sticky;
+  top: 0;
+  background: var(--settings-surface);
+}
+
+.diag-table td {
+  padding: 3px 8px;
+  border-bottom: 1px solid rgba(255, 255, 255, 0.03);
+  white-space: nowrap;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  max-width: 300px;
+}
+
+.diag-table td:nth-child(3) {
+  max-width: 260px;
+}
+
+tr.diag-ok td { color: var(--settings-text-secondary); }
+tr.diag-warn td { color: var(--settings-yellow); }
+tr.diag-err td { color: var(--settings-red); }
+
+@media (max-width: 860px) {
+  .debug-actions {
+    width: 100%;
+    justify-content: flex-start;
+    flex-wrap: wrap;
+  }
+
+  .settings-runtime-panel .runtime-config-list {
+    grid-template-columns: 1fr;
+  }
+}
diff --git a/src/types/index.ts b/src/types/index.ts
index 6ca89e95a..111144238 100644
--- a/src/types/index.ts
+++ b/src/types/index.ts
@@ -1,10 +1,16 @@
+export type PropagandaRisk = 'low' | 'medium' | 'high';
+
 export interface Feed {
   name: string;
   url: string;
   type?: string;
   region?: string;
+  propagandaRisk?: PropagandaRisk;
+  stateAffiliated?: string;  // e.g., "Russia", "China", "Iran"
 }
 
+export type { ThreatClassification, ThreatLevel, EventCategory } from '@/services/threat-classifier';
+
 export interface NewsItem {
   source: string;
   title: string;
@@ -13,6 +19,10 @@ export interface NewsItem {
   isAlert: boolean;
   monitorColor?: string;
   tier?: number;
+  threat?: import('@/services/threat-classifier').ThreatClassification;
+  lat?: number;
+  lon?: number;
+  locationName?: string;
 }
 
 export type VelocityLevel = 'normal' | 'elevated' | 'spike';
@@ -40,6 +50,9 @@ export interface ClusteredEvent {
   isAlert: boolean;
   monitorColor?: string;
   velocity?: VelocityMetrics;
+  threat?: import('@/services/threat-classifier').ThreatClassification;
+  lat?: number;
+  lon?: number;
 }
 
 export type AssetType = 'pipeline' | 'cable' | 'datacenter' | 'base' | 'nuclear';
@@ -80,6 +93,7 @@ export interface MarketData {
   display: string;
   price: number | null;
   change: number | null;
+  sparkline?: number[];
 }
 
 export interface CryptoData {
@@ -87,6 +101,33 @@ export interface CryptoData {
   symbol: string;
   price: number;
   change: number;
+  sparkline?: number[];
+}
+
+export type EscalationTrend = 'escalating' | 'stable' | 'de-escalating';
+
+export interface DynamicEscalationScore {
+  hotspotId: string;
+  staticBaseline: number;
+  dynamicScore: number;
+  combinedScore: number;
+  trend: EscalationTrend;
+  components: {
+    newsActivity: number;
+    ciiContribution: number;
+    geoConvergence: number;
+    militaryActivity: number;
+  };
+  history: Array<{ timestamp: number; score: number }>;
+  lastUpdated: Date;
+}
+
+export interface HistoricalContext {
+  lastMajorEvent?: string;
+  lastMajorEventDate?: string;
+  precedentCount?: number;
+  precedentDescription?: string;
+  cyclicalRisk?: string;
 }
 
 export interface Hotspot {
@@ -96,10 +137,18 @@ export interface Hotspot {
   lon: number;
   keywords: string[];
   subtext?: string;
+  location?: string;  // Human-readable location (e.g., "Sahel Region, West Africa")
   agencies?: string[];
   level?: 'low' | 'elevated' | 'high';
   description?: string;
   status?: string;
+  // Escalation indicators (Quick Win #2)
+  escalationScore?: 1 | 2 | 3 | 4 | 5;
+  escalationTrend?: EscalationTrend;
+  escalationIndicators?: string[];
+  // Historical context (Quick Win #4)
+  history?: HistoricalContext;
+  whyItMatters?: string;
 }
 
 export interface StrategicWaterway {
@@ -147,6 +196,27 @@ export interface APTGroup {
   lon: number;
 }
 
+export type CyberThreatType = 'c2_server' | 'malware_host' | 'phishing' | 'malicious_url';
+export type CyberThreatSource = 'feodo' | 'urlhaus' | 'c2intel' | 'otx' | 'abuseipdb';
+export type CyberThreatSeverity = 'low' | 'medium' | 'high' | 'critical';
+export type CyberThreatIndicatorType = 'ip' | 'domain' | 'url';
+
+export interface CyberThreat {
+  id: string;
+  type: CyberThreatType;
+  source: CyberThreatSource;
+  indicator: string;
+  indicatorType: CyberThreatIndicatorType;
+  lat: number;
+  lon: number;
+  country?: string;
+  severity: CyberThreatSeverity;
+  malwareFamily?: string;
+  tags: string[];
+  firstSeen?: string;
+  lastSeen?: string;
+}
+
 export interface ConflictZone {
   id: string;
   name: string;
@@ -163,6 +233,100 @@ export interface ConflictZone {
   keyDevelopments?: string[];
 }
 
+// UCDP Georeferenced Events
+export type UcdpEventType = 'state-based' | 'non-state' | 'one-sided';
+
+export interface UcdpGeoEvent {
+  id: string;
+  date_start: string;
+  date_end: string;
+  latitude: number;
+  longitude: number;
+  country: string;
+  side_a: string;
+  side_b: string;
+  deaths_best: number;
+  deaths_low: number;
+  deaths_high: number;
+  type_of_violence: UcdpEventType;
+  source_original: string;
+}
+
+// UNHCR Displacement Data
+export interface DisplacementFlow {
+  originCode: string;
+  originName: string;
+  asylumCode: string;
+  asylumName: string;
+  refugees: number;
+  originLat?: number;
+  originLon?: number;
+  asylumLat?: number;
+  asylumLon?: number;
+}
+
+export interface CountryDisplacement {
+  code: string;
+  name: string;
+  // Origin-country displacement outflow metrics
+  refugees: number;
+  asylumSeekers: number;
+  idps: number;
+  stateless: number;
+  totalDisplaced: number;
+  // Host-country intake metrics
+  hostRefugees: number;
+  hostAsylumSeekers: number;
+  hostTotal: number;
+  lat?: number;
+  lon?: number;
+}
+
+export interface UnhcrSummary {
+  year: number;
+  globalTotals: {
+    refugees: number;
+    asylumSeekers: number;
+    idps: number;
+    stateless: number;
+    total: number;
+  };
+  countries: CountryDisplacement[];
+  topFlows: DisplacementFlow[];
+}
+
+// Climate Anomaly Data (Open-Meteo / ERA5)
+export type AnomalySeverity = 'normal' | 'moderate' | 'extreme';
+
+export interface ClimateAnomaly {
+  zone: string;
+  lat: number;
+  lon: number;
+  tempDelta: number;
+  precipDelta: number;
+  severity: AnomalySeverity;
+  type: 'warm' | 'cold' | 'wet' | 'dry' | 'mixed';
+  period: string;
+}
+
+// WorldPop Population Exposure
+export interface CountryPopulation {
+  code: string;
+  name: string;
+  population: number;
+  densityPerKm2: number;
+}
+
+export interface PopulationExposure {
+  eventId: string;
+  eventName: string;
+  eventType: string;
+  lat: number;
+  lon: number;
+  exposedPopulation: number;
+  exposureRadiusKm: number;
+}
+
 // Military base operator types
 export type MilitaryBaseType =
   | 'us-nato'      // United States and NATO allies
@@ -190,11 +354,31 @@ export interface MilitaryBase {
   source?: string;            // Reference URL
 }
 
+export interface CableLandingPoint {
+  country: string;       // ISO code
+  countryName: string;
+  city?: string;
+  lat: number;
+  lon: number;
+}
+
+export interface CountryCapacity {
+  country: string;       // ISO code
+  capacityShare: number; // 0-1, what % of country's int'l capacity
+  isRedundant: boolean;  // Has alternative routes
+}
+
 export interface UnderseaCable {
   id: string;
   name: string;
   points: [number, number][];
   major?: boolean;
+  // Enhanced fields for cascade analysis
+  landingPoints?: CableLandingPoint[];
+  countriesServed?: CountryCapacity[];
+  capacityTbps?: number;
+  rfsYear?: number;      // Ready for service year
+  owners?: string[];
 }
 
 export type CableAdvisorySeverity = 'fault' | 'degraded';
@@ -274,6 +458,14 @@ export interface GammaIrradiator {
 export type PipelineType = 'oil' | 'gas' | 'products';
 export type PipelineStatus = 'operating' | 'construction';
 
+export interface PipelineTerminal {
+  country: string;       // ISO code
+  name?: string;         // Terminal/field name
+  portId?: string;       // Link to port if applicable
+  lat?: number;
+  lon?: number;
+}
+
 export interface Pipeline {
   id: string;
   name: string;
@@ -284,6 +476,13 @@ export interface Pipeline {
   length?: string;             // e.g., "1,768 km"
   operator?: string;
   countries?: string[];
+  // Enhanced fields for cascade analysis
+  origin?: PipelineTerminal;
+  destination?: PipelineTerminal;
+  transitCountries?: string[];   // ISO codes
+  capacityMbpd?: number;         // Million barrels per day (oil)
+  capacityBcmY?: number;         // Billion cubic meters/year (gas)
+  alternatives?: string[];       // Pipeline IDs that could substitute
 }
 
 export interface Earthquake {
@@ -322,14 +521,29 @@ export interface MapLayers {
   nuclear: boolean;
   irradiators: boolean;
   sanctions: boolean;
-  earthquakes: boolean;
   weather: boolean;
   economic: boolean;
-  countries: boolean;
   waterways: boolean;
   outages: boolean;
+  cyberThreats: boolean;
   datacenters: boolean;
   protests: boolean;
+  flights: boolean;
+  military: boolean;
+  natural: boolean;
+  spaceports: boolean;
+  minerals: boolean;
+  fires: boolean;
+  // Data source layers
+  ucdpEvents: boolean;
+  displacement: boolean;
+  climate: boolean;
+  // Tech variant layers
+  startupHubs: boolean;
+  cloudRegions: boolean;
+  accelerators: boolean;
+  techHQs: boolean;
+  techEvents: boolean;
 }
 
 export interface AIDataCenter {
@@ -378,10 +592,34 @@ export interface EconomicCenter {
   description?: string;
 }
 
+export interface Spaceport {
+  id: string;
+  name: string;
+  lat: number;
+  lon: number;
+  country: string;
+  operator: string;
+  status: 'active' | 'construction' | 'inactive';
+  launches: 'High' | 'Medium' | 'Low';
+}
+
+export interface CriticalMineralProject {
+  id: string;
+  name: string;
+  lat: number;
+  lon: number;
+  mineral: string;
+  country: string;
+  operator: string;
+  status: 'producing' | 'development' | 'exploration';
+  significance: string;
+}
+
 export interface PredictionMarket {
   title: string;
   yesPrice: number;
   volume?: number;
+  url?: string;
 }
 
 export interface AppState {
@@ -437,3 +675,547 @@ export interface ProtestCluster {
   endDate: Date;
   primaryCause?: string;
 }
+
+// Flight Delay Types
+export type FlightDelaySource = 'faa' | 'eurocontrol' | 'computed';
+export type FlightDelaySeverity = 'normal' | 'minor' | 'moderate' | 'major' | 'severe';
+export type FlightDelayType = 'ground_stop' | 'ground_delay' | 'departure_delay' | 'arrival_delay' | 'general';
+export type AirportRegion = 'americas' | 'europe' | 'apac' | 'mena' | 'africa';
+
+export interface AirportDelayAlert {
+  id: string;
+  iata: string;
+  icao: string;
+  name: string;
+  city: string;
+  country: string;
+  lat: number;
+  lon: number;
+  region: AirportRegion;
+  delayType: FlightDelayType;
+  severity: FlightDelaySeverity;
+  avgDelayMinutes: number;
+  delayedFlightsPct?: number;
+  cancelledFlights?: number;
+  totalFlights?: number;
+  reason?: string;
+  source: FlightDelaySource;
+  updatedAt: Date;
+}
+
+export interface MonitoredAirport {
+  iata: string;
+  icao: string;
+  name: string;
+  city: string;
+  country: string;
+  lat: number;
+  lon: number;
+  region: AirportRegion;
+}
+
+// Military Flight Tracking Types
+export type MilitaryAircraftType =
+  | 'fighter'           // F-15, F-16, F-22, F-35, Su-27, etc.
+  | 'bomber'            // B-52, B-1, B-2, Tu-95, etc.
+  | 'transport'         // C-130, C-17, Il-76, A400M, etc.
+  | 'tanker'            // KC-135, KC-10, KC-46, etc.
+  | 'awacs'             // E-3, E-7, A-50, etc.
+  | 'reconnaissance'    // RC-135, U-2, EP-3, etc.
+  | 'helicopter'        // UH-60, CH-47, Mi-8, etc.
+  | 'drone'             // RQ-4, MQ-9, etc.
+  | 'patrol'            // P-8, P-3, etc.
+  | 'special_ops'       // MC-130, CV-22, etc.
+  | 'vip'               // Government/executive transport
+  | 'unknown';
+
+export type MilitaryOperator =
+  | 'usaf'              // US Air Force
+  | 'usn'               // US Navy
+  | 'usmc'              // US Marine Corps
+  | 'usa'               // US Army
+  | 'raf'               // Royal Air Force (UK)
+  | 'rn'                // Royal Navy (UK)
+  | 'faf'               // French Air Force
+  | 'gaf'               // German Air Force
+  | 'plaaf'             // PLA Air Force (China)
+  | 'plan'              // PLA Navy (China)
+  | 'vks'               // Russian Aerospace Forces
+  | 'iaf'               // Israeli Air Force
+  | 'nato'              // NATO joint operations
+  | 'other';
+
+export interface MilitaryFlight {
+  id: string;
+  callsign: string;
+  hexCode: string;             // ICAO 24-bit address
+  registration?: string;
+  aircraftType: MilitaryAircraftType;
+  aircraftModel?: string;      // E.g., "F-35A", "C-17A"
+  operator: MilitaryOperator;
+  operatorCountry: string;
+  lat: number;
+  lon: number;
+  altitude: number;            // feet
+  heading: number;             // degrees
+  speed: number;               // knots
+  verticalRate?: number;       // feet/min
+  onGround: boolean;
+  squawk?: string;             // Transponder code
+  origin?: string;             // ICAO airport code
+  destination?: string;        // ICAO airport code
+  lastSeen: Date;
+  firstSeen?: Date;
+  track?: [number, number][];  // Historical positions for trail
+  confidence: 'high' | 'medium' | 'low';
+  isInteresting?: boolean;     // Flagged for unusual activity
+  note?: string;
+  // Wingbits enrichment data
+  enriched?: {
+    manufacturer?: string;
+    owner?: string;
+    operatorName?: string;
+    typeCode?: string;
+    builtYear?: string;
+    confirmedMilitary?: boolean;
+    militaryBranch?: string;
+  };
+}
+
+export interface MilitaryFlightCluster {
+  id: string;
+  name: string;
+  lat: number;
+  lon: number;
+  flightCount: number;
+  flights: MilitaryFlight[];
+  dominantOperator?: MilitaryOperator;
+  activityType?: 'exercise' | 'patrol' | 'transport' | 'unknown';
+}
+
+// Military/Special Vessel Tracking Types
+export type MilitaryVesselType =
+  | 'carrier'           // Aircraft carrier
+  | 'destroyer'         // Destroyer/Cruiser
+  | 'frigate'           // Frigate/Corvette
+  | 'submarine'         // Submarine (when surfaced/detected)
+  | 'amphibious'        // LHD, LPD, LST
+  | 'patrol'            // Coast guard, patrol boats
+  | 'auxiliary'         // Supply ships, tankers
+  | 'research'          // Intelligence gathering, research vessels
+  | 'icebreaker'        // Military icebreakers
+  | 'special'           // Special mission vessels
+  | 'unknown';
+
+export interface MilitaryVessel {
+  id: string;
+  mmsi: string;
+  name: string;
+  vesselType: MilitaryVesselType;
+  aisShipType?: string;        // Human-readable AIS ship type (Cargo, Tanker, etc.)
+  hullNumber?: string;         // E.g., "DDG-51", "CVN-78"
+  operator: MilitaryOperator | 'other';
+  operatorCountry: string;
+  lat: number;
+  lon: number;
+  heading: number;
+  speed: number;               // knots
+  course?: number;
+  destination?: string;
+  lastAisUpdate: Date;
+  aisGapMinutes?: number;      // Time since last AIS signal
+  isDark?: boolean;            // AIS disabled/suspicious
+  nearChokepoint?: string;     // If near strategic waterway
+  nearBase?: string;           // If near known naval base
+  track?: [number, number][];  // Historical positions
+  confidence: 'high' | 'medium' | 'low';
+  isInteresting?: boolean;
+  note?: string;
+}
+
+export interface MilitaryVesselCluster {
+  id: string;
+  name: string;
+  lat: number;
+  lon: number;
+  vesselCount: number;
+  vessels: MilitaryVessel[];
+  region?: string;
+  activityType?: 'exercise' | 'deployment' | 'transit' | 'unknown';
+}
+
+// Combined military activity summary
+export interface MilitaryActivitySummary {
+  flights: MilitaryFlight[];
+  vessels: MilitaryVessel[];
+  flightClusters: MilitaryFlightCluster[];
+  vesselClusters: MilitaryVesselCluster[];
+  activeOperations: number;
+  lastUpdate: Date;
+}
+
+// PizzINT - Pentagon Pizza Index Types
+export type PizzIntDefconLevel = 1 | 2 | 3 | 4 | 5;
+export type PizzIntDataFreshness = 'fresh' | 'stale';
+
+export interface PizzIntLocation {
+  place_id: string;
+  name: string;
+  address: string;
+  current_popularity: number;
+  percentage_of_usual: number | null;
+  is_spike: boolean;
+  spike_magnitude: number | null;
+  data_source: string;
+  recorded_at: string;
+  data_freshness: PizzIntDataFreshness;
+  is_closed_now: boolean;
+  lat?: number;
+  lng?: number;
+  distance_miles?: number;
+}
+
+export interface PizzIntStatus {
+  defconLevel: PizzIntDefconLevel;
+  defconLabel: string;
+  aggregateActivity: number;
+  activeSpikes: number;
+  locationsMonitored: number;
+  locationsOpen: number;
+  lastUpdate: Date;
+  dataFreshness: PizzIntDataFreshness;
+  locations: PizzIntLocation[];
+}
+
+// GDELT Country Tension Pairs
+export interface GdeltTensionPair {
+  id: string;
+  countries: [string, string];
+  label: string;
+  score: number;
+  trend: 'rising' | 'stable' | 'falling';
+  changePercent: number;
+  region: string;
+}
+
+// NASA EONET Natural Events
+export type NaturalEventCategory =
+  | 'severeStorms'
+  | 'wildfires'
+  | 'volcanoes'
+  | 'earthquakes'
+  | 'floods'
+  | 'landslides'
+  | 'drought'
+  | 'dustHaze'
+  | 'snow'
+  | 'tempExtremes'
+  | 'seaLakeIce'
+  | 'waterColor'
+  | 'manmade';
+
+export interface NaturalEvent {
+  id: string;
+  title: string;
+  description?: string;
+  category: NaturalEventCategory;
+  categoryTitle: string;
+  lat: number;
+  lon: number;
+  date: Date;
+  magnitude?: number;
+  magnitudeUnit?: string;
+  sourceUrl?: string;
+  sourceName?: string;
+  closed: boolean;
+}
+
+// Infrastructure Cascade Types
+export type InfrastructureNodeType = 'cable' | 'pipeline' | 'port' | 'chokepoint' | 'country' | 'route';
+
+export interface InfrastructureNode {
+  id: string;
+  type: InfrastructureNodeType;
+  name: string;
+  coordinates?: [number, number];
+  metadata?: Record<string, unknown>;
+}
+
+export type DependencyType =
+  | 'serves'              // Infrastructure serves country
+  | 'terminates_at'       // Pipeline terminates at port
+  | 'transits_through'    // Route transits chokepoint
+  | 'lands_at'            // Cable lands at country
+  | 'depends_on'          // Port depends on pipeline
+  | 'shares_risk'         // Assets share vulnerability
+  | 'alternative_to'      // Provides redundancy
+  | 'trade_route'         // Port enables trade route
+  | 'controls_access'     // Chokepoint controls access
+  | 'trade_dependency';   // Country depends on trade route
+
+export interface DependencyEdge {
+  from: string;           // Node ID
+  to: string;             // Node ID
+  type: DependencyType;
+  strength: number;       // 0-1 criticality
+  redundancy?: number;    // 0-1 how replaceable
+  metadata?: {
+    capacityShare?: number;
+    alternativeRoutes?: number;
+    estimatedImpact?: string;
+    portType?: string;
+    relationship?: string;
+  };
+}
+
+export type CascadeImpactLevel = 'critical' | 'high' | 'medium' | 'low';
+
+export interface CascadeAffectedNode {
+  node: InfrastructureNode;
+  impactLevel: CascadeImpactLevel;
+  pathLength: number;
+  dependencyChain: string[];
+  redundancyAvailable: boolean;
+  estimatedRecovery?: string;
+}
+
+export interface CascadeCountryImpact {
+  country: string;
+  countryName: string;
+  impactLevel: CascadeImpactLevel;
+  affectedCapacity: number;
+  criticalSectors?: string[];
+}
+
+export interface CascadeResult {
+  source: InfrastructureNode;
+  affectedNodes: CascadeAffectedNode[];
+  countriesAffected: CascadeCountryImpact[];
+  economicImpact?: {
+    dailyTradeLoss?: number;
+    affectedThroughput?: number;
+  };
+  redundancies?: {
+    id: string;
+    name: string;
+    capacityShare: number;
+  }[];
+}
+
+// Re-export port types
+export type { Port, PortType } from '@/config/ports';
+
+// AI Regulation Types
+export type RegulationType = 'comprehensive' | 'sectoral' | 'voluntary' | 'proposed';
+export type ComplianceStatus = 'active' | 'proposed' | 'draft' | 'superseded';
+export type RegulationStance = 'strict' | 'moderate' | 'permissive' | 'undefined';
+
+export interface AIRegulation {
+  id: string;
+  name: string;
+  shortName: string;
+  country: string;
+  region?: string;
+  type: RegulationType;
+  status: ComplianceStatus;
+  announcedDate: string;
+  effectiveDate?: string;
+  complianceDeadline?: string;
+  scope: string[];
+  keyProvisions: string[];
+  penalties?: string;
+  link?: string;
+  description?: string;
+}
+
+export interface RegulatoryAction {
+  id: string;
+  date: string;
+  country: string;
+  title: string;
+  type: 'law-passed' | 'executive-order' | 'guideline' | 'enforcement' | 'consultation';
+  regulationId?: string;
+  description: string;
+  impact: 'high' | 'medium' | 'low';
+  source?: string;
+}
+
+export interface CountryRegulationProfile {
+  country: string;
+  countryCode: string;
+  stance: RegulationStance;
+  activeRegulations: string[];
+  proposedRegulations: string[];
+  lastUpdated: string;
+  summary: string;
+}
+
+// Tech Company & AI Lab Types
+export interface TechCompany {
+  id: string;
+  name: string;
+  lat: number;
+  lon: number;
+  country: string;
+  city?: string;
+  sector?: string;
+  officeType?: 'headquarters' | 'regional' | 'engineering' | 'research' | 'campus' | 'major office';
+  employees?: number;
+  foundedYear?: number;
+  keyProducts?: string[];
+  valuation?: number;
+  stockSymbol?: string;
+  description?: string;
+}
+
+export interface AIResearchLab {
+  id: string;
+  name: string;
+  lat: number;
+  lon: number;
+  country: string;
+  city?: string;
+  type: 'corporate' | 'academic' | 'government' | 'nonprofit' | 'industry' | 'research institute';
+  parent?: string;
+  focusAreas?: string[];
+  description?: string;
+  foundedYear?: number;
+  notableWork?: string[];
+  publications?: number;
+  faculty?: number;
+}
+
+export interface StartupEcosystem {
+  id: string;
+  name: string;
+  lat: number;
+  lon: number;
+  country: string;
+  city: string;
+  ecosystemTier?: 'tier1' | 'tier2' | 'tier3' | 'emerging';
+  totalFunding2024?: number;
+  activeStartups?: number;
+  unicorns?: number;
+  topSectors?: string[];
+  majorVCs?: string[];
+  notableStartups?: string[];
+  avgSeedRound?: number;
+  avgSeriesA?: number;
+  description?: string;
+}
+
+// ============================================================================
+// FOCAL POINT DETECTION (Intelligence Synthesis)
+// ============================================================================
+
+export type FocalPointUrgency = 'watch' | 'elevated' | 'critical';
+
+export interface HeadlineWithUrl {
+  title: string;
+  url: string;
+}
+
+export interface EntityMention {
+  entityId: string;
+  entityType: 'country' | 'company' | 'index' | 'commodity' | 'crypto' | 'sector';
+  displayName: string;
+  mentionCount: number;
+  avgConfidence: number;
+  clusterIds: string[];
+  topHeadlines: HeadlineWithUrl[];
+}
+
+export interface FocalPoint {
+  id: string;
+  entityId: string;
+  entityType: 'country' | 'company' | 'index' | 'commodity' | 'crypto' | 'sector';
+  displayName: string;
+
+  // News dimension
+  newsMentions: number;
+  newsVelocity: number;
+  topHeadlines: HeadlineWithUrl[];
+
+  // Signal dimension
+  signalTypes: string[];
+  signalCount: number;
+  highSeverityCount: number;
+  signalDescriptions: string[];
+
+  // Scoring
+  focalScore: number;
+  urgency: FocalPointUrgency;
+
+  // For AI context
+  narrative: string;
+  correlationEvidence: string[];
+}
+
+export interface FocalPointSummary {
+  timestamp: Date;
+  focalPoints: FocalPoint[];
+  aiContext: string;
+  topCountries: FocalPoint[];
+  topCompanies: FocalPoint[];
+}
+
+export interface MapProtestCluster {
+  id: string;
+  lat: number;
+  lon: number;
+  count: number;
+  items: SocialUnrestEvent[];
+  country: string;
+  maxSeverity: 'low' | 'medium' | 'high';
+  hasRiot: boolean;
+  latestRiotEventTimeMs?: number;
+  totalFatalities: number;
+  riotCount?: number;
+  highSeverityCount?: number;
+  verifiedCount?: number;
+  sampled?: boolean;
+}
+
+export interface MapTechHQCluster {
+  id: string;
+  lat: number;
+  lon: number;
+  count: number;
+  items: import('@/config/tech-geo').TechHQ[];
+  city: string;
+  country: string;
+  primaryType: 'faang' | 'unicorn' | 'public';
+  faangCount?: number;
+  unicornCount?: number;
+  publicCount?: number;
+  sampled?: boolean;
+}
+
+export interface MapTechEventCluster {
+  id: string;
+  lat: number;
+  lon: number;
+  count: number;
+  items: Array<{ id: string; title: string; location: string; lat: number; lng: number; country: string; startDate: string; endDate: string; url: string | null; daysUntil: number }>;
+  location: string;
+  country: string;
+  soonestDaysUntil: number;
+  soonCount?: number;
+  sampled?: boolean;
+}
+
+export interface MapDatacenterCluster {
+  id: string;
+  lat: number;
+  lon: number;
+  count: number;
+  items: AIDataCenter[];
+  region: string;
+  country: string;
+  totalChips: number;
+  totalPowerMW: number;
+  majorityExisting: boolean;
+  existingCount?: number;
+  plannedCount?: number;
+  sampled?: boolean;
+}
diff --git a/src/utils/analysis-constants.ts b/src/utils/analysis-constants.ts
new file mode 100644
index 000000000..6d22e7c59
--- /dev/null
+++ b/src/utils/analysis-constants.ts
@@ -0,0 +1,303 @@
+/**
+ * Shared constants for clustering and correlation analysis.
+ * Used by both main-thread services and the analysis worker.
+ *
+ * IMPORTANT: If you change these values, update the worker too!
+ * The worker (src/workers/analysis.worker.ts) has a copy of these
+ * values for isolation. Keep them in sync.
+ */
+
+// Clustering constants
+export const SIMILARITY_THRESHOLD = 0.5;
+
+export const STOP_WORDS = new Set([
+  'the', 'a', 'an', 'and', 'or', 'but', 'in', 'on', 'at', 'to', 'for',
+  'of', 'with', 'by', 'from', 'as', 'is', 'was', 'are', 'were', 'been',
+  'be', 'have', 'has', 'had', 'do', 'does', 'did', 'will', 'would',
+  'could', 'should', 'may', 'might', 'must', 'shall', 'can', 'need',
+  'it', 'its', 'this', 'that', 'these', 'those', 'i', 'you', 'he',
+  'she', 'we', 'they', 'what', 'which', 'who', 'whom', 'how', 'when',
+  'where', 'why', 'all', 'each', 'every', 'both', 'few', 'more', 'most',
+  'other', 'some', 'such', 'no', 'not', 'only', 'same', 'so', 'than',
+  'too', 'very', 'just', 'also', 'now', 'new', 'says', 'said', 'after',
+]);
+
+// Correlation constants
+export const PREDICTION_SHIFT_THRESHOLD = 5;
+export const MARKET_MOVE_THRESHOLD = 2;
+export const NEWS_VELOCITY_THRESHOLD = 3;
+export const FLOW_PRICE_THRESHOLD = 1.5;
+export const ENERGY_COMMODITY_SYMBOLS = new Set(['CL=F', 'NG=F']);
+
+export const PIPELINE_KEYWORDS = ['pipeline', 'pipelines', 'line', 'terminal'];
+export const FLOW_DROP_KEYWORDS = [
+  'flow', 'throughput', 'capacity', 'outage', 'leak', 'rupture', 'shutdown',
+  'maintenance', 'curtailment', 'force majeure', 'halt', 'halted', 'reduced',
+  'reduction', 'drop', 'offline', 'suspend', 'suspended', 'stoppage',
+];
+
+export const TOPIC_KEYWORDS = [
+  'iran', 'israel', 'ukraine', 'russia', 'china', 'taiwan', 'oil', 'crypto',
+  'fed', 'interest', 'inflation', 'recession', 'war', 'sanctions', 'tariff',
+  'ai', 'tech', 'layoff', 'trump', 'biden', 'election',
+];
+
+export const SUPPRESSED_TRENDING_TERMS = new Set<string>([
+  // Meta / media terms
+  'ai', 'app', 'api', 'new', 'top', 'big', 'ceo', 'cto',
+  'update', 'report', 'latest', 'breaking', 'analysis',
+  'reuters', 'exclusive', 'opinion', 'editorial', 'watch',
+  'live', 'video', 'photo', 'photos', 'read', 'full',
+  'source', 'sources', 'according', 'ahead', 'english',
+  'times', 'post', 'news', 'press', 'media', 'journal',
+  'morning', 'evening', 'daily', 'weekly', 'monthly',
+  'newsletter', 'subscribe', 'podcast', 'interview',
+  // Common news verbs (not meaningful standalone)
+  'says', 'said', 'tells', 'told', 'calls', 'called',
+  'makes', 'made', 'takes', 'took', 'gets', 'gives', 'gave',
+  'goes', 'went', 'comes', 'came', 'puts', 'sets', 'set',
+  'shows', 'shown', 'finds', 'found', 'keeps', 'kept',
+  'holds', 'held', 'runs', 'turns', 'turned', 'leads', 'led',
+  'brings', 'brought', 'starts', 'started', 'moves', 'moved',
+  'plans', 'planned', 'wants', 'wanted', 'needs', 'needed',
+  'looks', 'looked', 'works', 'worked', 'tries', 'tried',
+  'asks', 'asked', 'uses', 'used', 'expects', 'expected',
+  'reports', 'reported', 'claims', 'claimed', 'warns', 'warned',
+  'reveals', 'revealed', 'announces', 'announced', 'confirms',
+  'confirmed', 'denies', 'denied', 'launches', 'launched',
+  'signs', 'signed', 'faces', 'faced', 'seeks', 'sought',
+  'hits', 'hit', 'dies', 'died', 'killed', 'kills',
+  'rises', 'rose', 'falls', 'fell', 'wins', 'won', 'lost',
+  'ends', 'ended', 'begins', 'began', 'opens', 'opened',
+  'closes', 'closed', 'raises', 'raised', 'cuts', 'cut',
+  'adds', 'added', 'drops', 'dropped', 'pushes', 'pushed',
+  'pulls', 'pulled', 'backs', 'backed', 'blocks', 'blocked',
+  'passes', 'passed', 'votes', 'voted', 'joins', 'joined',
+  'leaves', 'left', 'returns', 'returned', 'sends', 'sent',
+  'urges', 'urged', 'vows', 'vowed', 'pledges', 'pledged',
+  'rejects', 'rejected', 'approves', 'approved',
+  // Common news adjectives / adverbs / time words
+  'first', 'last', 'next', 'major', 'former', 'still',
+  'despite', 'amid', 'over', 'under', 'back', 'year',
+  'years', 'day', 'days', 'week', 'weeks', 'month', 'months',
+  'time', 'long', 'high', 'low', 'part', 'early', 'late',
+  'key', 'two', 'three', 'four', 'five', 'million', 'billion',
+  'percent', 'nearly', 'almost', 'already', 'just', 'even',
+  'since', 'while', 'during', 'before', 'between', 'again',
+  'against', 'into', 'through', 'around', 'about', 'much',
+  'many', 'several', 'second', 'third', 'possible', 'likely',
+  'least', 'best', 'worst', 'largest', 'biggest', 'smallest',
+  'highest', 'lowest', 'record', 'global', 'local',
+  // Generic news nouns (too vague as standalone trends)
+  'state', 'states', 'department', 'officials', 'official',
+  'country', 'countries', 'people', 'group', 'groups',
+  'plan', 'deal', 'talks', 'move', 'order', 'case',
+  'house', 'court', 'secretary', 'board', 'control',
+  'power', 'leader', 'leaders', 'government', 'minister',
+  'president', 'agency', 'market', 'markets', 'company',
+  'companies', 'world', 'white', 'head', 'side', 'point',
+  'end', 'line', 'area', 'number', 'issue', 'issues',
+  'policy', 'security', 'force', 'forces', 'system',
+  'service', 'services', 'program', 'project', 'effort',
+  'action', 'support', 'level', 'rate', 'rates', 'price',
+  'prices', 'trade', 'growth', 'change', 'changes',
+  'crisis', 'risk', 'impact', 'future', 'history',
+  'data', 'team', 'member', 'members', 'office',
+  'sector', 'region', 'regions', 'center', 'role',
+  'south', 'north', 'east', 'west', 'eastern', 'western',
+  'southern', 'northern', 'central', 'middle',
+  'united', 'national', 'international', 'federal',
+  // Base verb forms (fallback when NER model unavailable)
+  'say', 'get', 'give', 'go', 'come', 'put', 'take', 'make',
+  'know', 'think', 'see', 'want', 'look', 'find', 'tell', 'ask',
+  'use', 'try', 'leave', 'call', 'keep', 'let', 'begin', 'show',
+  'hear', 'play', 'run', 'move', 'help', 'turn', 'start', 'hold',
+  'bring', 'write', 'provide', 'sit', 'stand', 'lose', 'pay',
+  'meet', 'include', 'continue', 'learn', 'lead', 'believe',
+  'feel', 'follow', 'stop', 'speak', 'allow', 'add', 'grow',
+  'open', 'walk', 'win', 'offer', 'appear', 'buy', 'wait',
+  'serve', 'die', 'send', 'build', 'stay', 'fall', 'reach',
+  'remain', 'suggest', 'raise', 'sell', 'require', 'decide',
+  'develop', 'break', 'happen', 'create', 'live',
+  // Numbers and misc
+  '000', '100', '200', '500', 'per', 'than',
+]);
+
+
+export const TOPIC_MAPPINGS: Record<string, string[]> = {
+  'iran': ['iran', 'israel', 'oil', 'sanctions'],
+  'israel': ['israel', 'iran', 'war', 'gaza'],
+  'ukraine': ['ukraine', 'russia', 'war', 'nato'],
+  'russia': ['russia', 'ukraine', 'sanctions'],
+  'china': ['china', 'taiwan', 'tariff', 'trade'],
+  'taiwan': ['taiwan', 'china'],
+  'trump': ['trump', 'election', 'tariff'],
+  'fed': ['fed', 'interest', 'inflation', 'recession'],
+  'bitcoin': ['crypto', 'bitcoin'],
+  'recession': ['recession', 'fed', 'inflation'],
+};
+
+// Pure utility functions that can be shared
+export function tokenize(text: string): Set<string> {
+  const words = text
+    .toLowerCase()
+    .replace(/[^a-z0-9\s]/g, ' ')
+    .split(/\s+/)
+    .filter(w => w.length > 2 && !STOP_WORDS.has(w));
+  return new Set(words);
+}
+
+export function jaccardSimilarity(a: Set<string>, b: Set<string>): number {
+  if (a.size === 0 && b.size === 0) return 0;
+  const intersection = new Set([...a].filter(x => b.has(x)));
+  const union = new Set([...a, ...b]);
+  return intersection.size / union.size;
+}
+
+export function includesKeyword(text: string, keywords: string[]): boolean {
+  return keywords.some(keyword => text.includes(keyword));
+}
+
+export function escapeRegex(value: string): string {
+  return value.replace(/[.*+?^${}()|[\]\\]/g, '\\$&');
+}
+
+export function containsTopicKeyword(text: string, keyword: string): boolean {
+  const normalizedKeyword = keyword.trim().toLowerCase();
+  if (!normalizedKeyword) return false;
+  const pattern = new RegExp(`\\b${escapeRegex(normalizedKeyword)}\\b`, 'i');
+  return pattern.test(text);
+}
+
+export function findRelatedTopics(prediction: string): string[] {
+  const title = prediction.toLowerCase();
+  const related: string[] = [];
+
+  for (const [key, topics] of Object.entries(TOPIC_MAPPINGS)) {
+    if (containsTopicKeyword(title, key)) {
+      related.push(...topics);
+    }
+  }
+
+  return [...new Set(related)];
+}
+
+export function generateSignalId(): string {
+  return `sig-${Date.now()}-${Math.random().toString(36).slice(2, 8)}`;
+}
+
+export function generateDedupeKey(type: string, identifier: string, value: number): string {
+  // Market signals dedupe by symbol only (not by change value)
+  // This prevents duplicates when price fluctuates slightly
+  const marketSignals = ['silent_divergence', 'flow_price_divergence', 'explained_market_move'];
+  if (marketSignals.includes(type)) {
+    return `${type}:${identifier}`;
+  }
+  const roundedValue = Math.round(value * 10) / 10;
+  return `${type}:${identifier}:${roundedValue}`;
+}
+
+// Signal context: "Why it matters" explanations (Quick Win #3)
+// Each signal type has a brief explanation of its analytical significance
+export type SignalType =
+  | 'prediction_leads_news'
+  | 'news_leads_markets'
+  | 'silent_divergence'
+  | 'velocity_spike'
+  | 'keyword_spike'
+  | 'convergence'
+  | 'triangulation'
+  | 'flow_drop'
+  | 'flow_price_divergence'
+  | 'geo_convergence'
+  | 'explained_market_move'
+  | 'hotspot_escalation'
+  | 'sector_cascade'
+  | 'military_surge';
+
+export interface SignalContext {
+  whyItMatters: string;
+  actionableInsight: string;
+  confidenceNote: string;
+}
+
+export const SIGNAL_CONTEXT: Record<SignalType, SignalContext> = {
+  prediction_leads_news: {
+    whyItMatters: 'Prediction markets often price in information before it becomes news—traders may have early access to developments.',
+    actionableInsight: 'Monitor for breaking news in the next 1-6 hours that could explain the market move.',
+    confidenceNote: 'Higher confidence if multiple prediction markets move in same direction.',
+  },
+  news_leads_markets: {
+    whyItMatters: 'News is breaking faster than markets are reacting—potential mispricing opportunity.',
+    actionableInsight: 'Watch for market catch-up as algorithms and traders digest the news.',
+    confidenceNote: 'Stronger signal if news is from Tier 1 wire services.',
+  },
+  silent_divergence: {
+    whyItMatters: 'Market moving significantly without any identifiable news catalyst—possible insider knowledge, algorithmic trading, or unreported development.',
+    actionableInsight: 'Investigate alternative data sources; news may emerge later explaining the move.',
+    confidenceNote: 'Lower confidence as cause is unknown—treat as early warning, not confirmed intelligence.',
+  },
+  velocity_spike: {
+    whyItMatters: 'A story is accelerating across multiple news sources—indicates growing significance and potential for market/policy impact.',
+    actionableInsight: 'This topic warrants immediate attention; expect official statements or market reactions.',
+    confidenceNote: 'Higher confidence with more sources; check if Tier 1 sources are among them.',
+  },
+  keyword_spike: {
+    whyItMatters: 'A term is appearing at significantly higher frequency than its baseline across multiple sources, indicating a developing story.',
+    actionableInsight: 'Review related headlines and AI summary, then correlate with country instability and market moves.',
+    confidenceNote: 'Confidence increases with stronger baseline multiplier and broader source diversity.',
+  },
+  convergence: {
+    whyItMatters: 'Multiple independent source types confirming same event—cross-validation increases likelihood of accuracy.',
+    actionableInsight: 'Treat this as high-confidence intelligence; triangulation reduces false positive risk.',
+    confidenceNote: 'Very high confidence when wire + government + intel sources align.',
+  },
+  triangulation: {
+    whyItMatters: 'The "authority triangle" (wire services, government sources, intel specialists) are aligned—this is the gold standard for breaking news confirmation.',
+    actionableInsight: 'This is actionable intelligence; expect market/policy reactions imminently.',
+    confidenceNote: 'Highest confidence signal in the system—multiple authoritative sources agree.',
+  },
+  flow_drop: {
+    whyItMatters: 'Physical commodity flow disruption detected—supply constraints often precede price spikes.',
+    actionableInsight: 'Monitor energy commodity prices; assess supply chain exposure.',
+    confidenceNote: 'Confidence depends on disruption duration and alternative supply availability.',
+  },
+  flow_price_divergence: {
+    whyItMatters: 'Supply disruption news is not yet reflected in commodity prices—potential information edge.',
+    actionableInsight: 'Either markets are slow to react, or the disruption is less significant than reported.',
+    confidenceNote: 'Medium confidence—markets may have better information than news reports.',
+  },
+  geo_convergence: {
+    whyItMatters: 'Multiple news events clustering around same geographic location—potential escalation or coordinated activity.',
+    actionableInsight: 'Increase monitoring priority for this region; correlate with satellite/AIS data if available.',
+    confidenceNote: 'Higher confidence if events span multiple source types and time periods.',
+  },
+  explained_market_move: {
+    whyItMatters: 'Market move has clear news catalyst—no mystery, price action reflects known information.',
+    actionableInsight: 'Understand the narrative driving the move; assess if reaction is proportional.',
+    confidenceNote: 'High confidence—news and price action are correlated.',
+  },
+  hotspot_escalation: {
+    whyItMatters: 'Geopolitical hotspot showing significant escalation based on news activity, country instability, geographic convergence, and military presence.',
+    actionableInsight: 'Increase monitoring priority; assess downstream impacts on infrastructure, markets, and regional stability.',
+    confidenceNote: 'Confidence weighted by multiple data sources—news (35%), country instability (25%), geo-convergence (25%), military activity (15%).',
+  },
+  sector_cascade: {
+    whyItMatters: 'Market movement is cascading across related sectors—indicates systemic reaction to a catalyzing event.',
+    actionableInsight: 'Identify the primary catalyst; assess exposure across correlated assets.',
+    confidenceNote: 'Higher confidence when multiple sectors move with similar velocity and direction.',
+  },
+  military_surge: {
+    whyItMatters: 'Military transport activity significantly above baseline—indicates potential deployment, humanitarian operation, or force projection.',
+    actionableInsight: 'Correlate with regional news; assess nearby base activity and naval movements.',
+    confidenceNote: 'Higher confidence with sustained activity over multiple hours and diverse aircraft types.',
+  },
+};
+
+export function getSignalContext(type: SignalType): SignalContext {
+  return SIGNAL_CONTEXT[type] ?? {
+    whyItMatters: 'Signal detected.',
+    actionableInsight: 'Monitor for developments.',
+    confidenceNote: 'Standard confidence.',
+  };
+}
diff --git a/src/utils/circuit-breaker.ts b/src/utils/circuit-breaker.ts
new file mode 100644
index 000000000..66a9188e7
--- /dev/null
+++ b/src/utils/circuit-breaker.ts
@@ -0,0 +1,188 @@
+interface CircuitState {
+  failures: number;
+  cooldownUntil: number;
+  lastError?: string;
+}
+
+interface CacheEntry<T> {
+  data: T;
+  timestamp: number;
+}
+
+export type BreakerDataMode = 'live' | 'cached' | 'unavailable';
+
+export interface BreakerDataState {
+  mode: BreakerDataMode;
+  timestamp: number | null;
+  offline: boolean;
+}
+
+export interface CircuitBreakerOptions {
+  name: string;
+  maxFailures?: number;
+  cooldownMs?: number;
+  cacheTtlMs?: number;
+}
+
+const DEFAULT_MAX_FAILURES = 2;
+const DEFAULT_COOLDOWN_MS = 5 * 60 * 1000; // 5 minutes
+const DEFAULT_CACHE_TTL_MS = 10 * 60 * 1000; // 10 minutes
+
+
+function isDesktopOfflineMode(): boolean {
+  if (typeof window === 'undefined') return false;
+  const hasTauri = Boolean((window as unknown as { __TAURI__?: unknown }).__TAURI__);
+  return hasTauri && typeof navigator !== 'undefined' && navigator.onLine === false;
+}
+
+export class CircuitBreaker<T> {
+  private state: CircuitState = { failures: 0, cooldownUntil: 0 };
+  private cache: CacheEntry<T> | null = null;
+  private name: string;
+  private maxFailures: number;
+  private cooldownMs: number;
+  private cacheTtlMs: number;
+  private lastDataState: BreakerDataState = { mode: 'unavailable', timestamp: null, offline: false };
+
+  constructor(options: CircuitBreakerOptions) {
+    this.name = options.name;
+    this.maxFailures = options.maxFailures ?? DEFAULT_MAX_FAILURES;
+    this.cooldownMs = options.cooldownMs ?? DEFAULT_COOLDOWN_MS;
+    this.cacheTtlMs = options.cacheTtlMs ?? DEFAULT_CACHE_TTL_MS;
+  }
+
+  isOnCooldown(): boolean {
+    if (Date.now() < this.state.cooldownUntil) {
+      return true;
+    }
+    if (this.state.cooldownUntil > 0) {
+      this.state = { failures: 0, cooldownUntil: 0 };
+    }
+    return false;
+  }
+
+  getCooldownRemaining(): number {
+    return Math.max(0, Math.ceil((this.state.cooldownUntil - Date.now()) / 1000));
+  }
+
+  getStatus(): string {
+    if (this.lastDataState.offline) {
+      return this.lastDataState.mode === 'cached'
+        ? 'offline mode (serving cached data)'
+        : 'offline mode (live API unavailable)';
+    }
+    if (this.isOnCooldown()) {
+      return `temporarily unavailable (retry in ${this.getCooldownRemaining()}s)`;
+    }
+    return 'ok';
+  }
+
+  getDataState(): BreakerDataState {
+    return { ...this.lastDataState };
+  }
+
+  getCached(): T | null {
+    if (this.cache && Date.now() - this.cache.timestamp < this.cacheTtlMs) {
+      return this.cache.data;
+    }
+    return null;
+  }
+
+  getCachedOrDefault(defaultValue: T): T {
+    return this.cache?.data ?? defaultValue;
+  }
+
+  recordSuccess(data: T): void {
+    this.state = { failures: 0, cooldownUntil: 0 };
+    this.cache = { data, timestamp: Date.now() };
+    this.lastDataState = { mode: 'live', timestamp: Date.now(), offline: false };
+  }
+
+  clearCache(): void {
+    this.cache = null;
+  }
+
+  recordFailure(error?: string): void {
+    this.state.failures++;
+    this.state.lastError = error;
+    if (this.state.failures >= this.maxFailures) {
+      this.state.cooldownUntil = Date.now() + this.cooldownMs;
+      console.warn(`[${this.name}] On cooldown for ${this.cooldownMs / 1000}s after ${this.state.failures} failures`);
+    }
+  }
+
+  async execute<R extends T>(
+    fn: () => Promise<R>,
+    defaultValue: R
+  ): Promise<R> {
+    const offline = isDesktopOfflineMode();
+
+    if (this.isOnCooldown()) {
+      console.log(`[${this.name}] Currently unavailable, ${this.getCooldownRemaining()}s remaining`);
+      const cachedFallback = this.getCached();
+      if (cachedFallback !== null) {
+        this.lastDataState = { mode: 'cached', timestamp: this.cache?.timestamp ?? null, offline };
+        return cachedFallback as R;
+      }
+      this.lastDataState = { mode: 'unavailable', timestamp: null, offline };
+      return this.getCachedOrDefault(defaultValue) as R;
+    }
+
+    const cached = this.getCached();
+    if (cached !== null) {
+      this.lastDataState = { mode: 'cached', timestamp: this.cache?.timestamp ?? null, offline };
+      return cached as R;
+    }
+
+    try {
+      const result = await fn();
+      this.recordSuccess(result);
+      return result;
+    } catch (e) {
+      const msg = String(e);
+      console.error(`[${this.name}] Failed:`, msg);
+      this.recordFailure(msg);
+      this.lastDataState = { mode: 'unavailable', timestamp: this.cache?.timestamp ?? null, offline };
+      return this.getCachedOrDefault(defaultValue) as R;
+    }
+  }
+}
+
+// Registry of circuit breakers for global status
+const breakers = new Map<string, CircuitBreaker<unknown>>();
+
+export function createCircuitBreaker<T>(options: CircuitBreakerOptions): CircuitBreaker<T> {
+  const breaker = new CircuitBreaker<T>(options);
+  breakers.set(options.name, breaker as CircuitBreaker<unknown>);
+  return breaker;
+}
+
+export function getCircuitBreakerStatus(): Record<string, string> {
+  const status: Record<string, string> = {};
+  breakers.forEach((breaker, name) => {
+    status[name] = breaker.getStatus();
+  });
+  return status;
+}
+
+export function isCircuitBreakerOnCooldown(name: string): boolean {
+  const breaker = breakers.get(name);
+  return breaker ? breaker.isOnCooldown() : false;
+}
+
+export function getCircuitBreakerCooldownInfo(name: string): { onCooldown: boolean; remainingSeconds: number } {
+  const breaker = breakers.get(name);
+  if (!breaker) return { onCooldown: false, remainingSeconds: 0 };
+  return {
+    onCooldown: breaker.isOnCooldown(),
+    remainingSeconds: breaker.getCooldownRemaining()
+  };
+}
+
+export function removeCircuitBreaker(name: string): void {
+  breakers.delete(name);
+}
+
+export function clearAllCircuitBreakers(): void {
+  breakers.clear();
+}
diff --git a/src/utils/export.ts b/src/utils/export.ts
index 4bb4922a4..6d77dd9cc 100644
--- a/src/utils/export.ts
+++ b/src/utils/export.ts
@@ -66,6 +66,63 @@ export function exportToCSV(data: ExportData, filename = 'worldmonitor-export'):
   downloadFile(lines.join('\n'), `${filename}.csv`, 'text/csv');
 }
 
+export interface CountryBriefExport {
+  country: string;
+  code: string;
+  score?: number;
+  level?: string;
+  trend?: string;
+  components?: { unrest: number; conflict: number; security: number; information: number };
+  signals?: Record<string, number>;
+  brief?: string;
+  headlines?: Array<{ title: string; source: string; link: string; pubDate?: string }>;
+  generatedAt: string;
+}
+
+export function exportCountryBriefJSON(data: CountryBriefExport): void {
+  const timestamp = new Date().toISOString().replace(/[:.]/g, '-');
+  downloadFile(JSON.stringify(data, null, 2), `country-brief-${data.code}-${timestamp}.json`, 'application/json');
+}
+
+export function exportCountryBriefCSV(data: CountryBriefExport): void {
+  const lines: string[] = [];
+  lines.push(`Country Brief: ${data.country} (${data.code})`);
+  lines.push(`Generated: ${data.generatedAt}`);
+  lines.push('');
+  if (data.score != null) {
+    lines.push(`Score,${data.score}`);
+    lines.push(`Level,${data.level || ''}`);
+    lines.push(`Trend,${data.trend || ''}`);
+  }
+  if (data.components) {
+    lines.push('');
+    lines.push('Component,Value');
+    lines.push(`Unrest,${data.components.unrest}`);
+    lines.push(`Conflict,${data.components.conflict}`);
+    lines.push(`Security,${data.components.security}`);
+    lines.push(`Information,${data.components.information}`);
+  }
+  if (data.signals) {
+    lines.push('');
+    lines.push('Signal,Count');
+    for (const [k, v] of Object.entries(data.signals)) {
+      lines.push(csvRow([k, String(v)]));
+    }
+  }
+  if (data.headlines && data.headlines.length > 0) {
+    lines.push('');
+    lines.push('Title,Source,Link,Published');
+    data.headlines.forEach(h => lines.push(csvRow([h.title, h.source, h.link, h.pubDate || ''])));
+  }
+  if (data.brief) {
+    lines.push('');
+    lines.push('Intelligence Brief');
+    lines.push(`"${data.brief.replace(/"/g, '""')}"`);
+  }
+  const timestamp = new Date().toISOString().replace(/[:.]/g, '-');
+  downloadFile(lines.join('\n'), `country-brief-${data.code}-${timestamp}.csv`, 'text/csv');
+}
+
 function csvRow(values: string[]): string {
   return values.map(v => `"${(v || '').replace(/"/g, '""')}"`).join(',');
 }
@@ -94,8 +151,8 @@ export class ExportPanel {
     this.element.innerHTML = `
       <button class="export-btn" title="Export Data">⬇</button>
       <div class="export-menu hidden">
-        <button class="export-option" data-format="json">Export JSON</button>
         <button class="export-option" data-format="csv">Export CSV</button>
+        <button class="export-option" data-format="json">Export JSON</button>
       </div>
     `;
 
diff --git a/src/utils/index.ts b/src/utils/index.ts
index a47930f0c..afc9ed20b 100644
--- a/src/utils/index.ts
+++ b/src/utils/index.ts
@@ -50,6 +50,40 @@ export function debounce<T extends (...args: unknown[]) => void>(
   };
 }
 
+export function throttle<T extends (...args: unknown[]) => void>(
+  fn: T,
+  limit: number
+): (...args: Parameters<T>) => void {
+  // Time-based throttling for non-visual work where a fixed minimum interval is desired.
+  let inThrottle = false;
+  return (...args: Parameters<T>) => {
+    if (!inThrottle) {
+      fn(...args);
+      inThrottle = true;
+      setTimeout(() => { inThrottle = false; }, limit);
+    }
+  };
+}
+
+export function rafSchedule<T extends (...args: unknown[]) => void>(fn: T): (...args: Parameters<T>) => void {
+  // Frame-synchronized scheduling for visual updates; batches repeated calls into one render frame.
+  let scheduled = false;
+  let lastArgs: Parameters<T> | null = null;
+  return (...args: Parameters<T>) => {
+    lastArgs = args;
+    if (!scheduled) {
+      scheduled = true;
+      requestAnimationFrame(() => {
+        scheduled = false;
+        if (lastArgs) {
+          fn(...lastArgs);
+          lastArgs = null;
+        }
+      });
+    }
+  };
+}
+
 export function loadFromStorage<T>(key: string, defaultValue: T): T {
   try {
     const stored = localStorage.getItem(key);
@@ -79,6 +113,12 @@ export function generateId(): string {
   return `id-${Date.now()}-${Math.random().toString(36).slice(2, 9)}`;
 }
 
+export function isMobileDevice(): boolean {
+  const isMobileWidth = window.innerWidth < 768;
+  const isTouchDevice = window.matchMedia('(pointer: coarse)').matches;
+  return isMobileWidth || isTouchDevice;
+}
+
 export function chunkArray<T>(items: T[], size: number): T[][] {
   const chunkSize = Math.max(1, size);
   const chunks: T[][] = [];
@@ -92,3 +132,6 @@ export { proxyUrl, fetchWithProxy } from './proxy';
 export { exportToJSON, exportToCSV, ExportPanel } from './export';
 export { buildMapUrl, parseMapUrlState } from './urlState';
 export type { ParsedMapUrlState } from './urlState';
+export { CircuitBreaker, createCircuitBreaker, getCircuitBreakerStatus, getCircuitBreakerCooldownInfo } from './circuit-breaker';
+export type { CircuitBreakerOptions } from './circuit-breaker';
+export * from './analysis-constants';
diff --git a/src/utils/proxy.ts b/src/utils/proxy.ts
index 9f65ecf9b..45c6e98c5 100644
--- a/src/utils/proxy.ts
+++ b/src/utils/proxy.ts
@@ -1,72 +1,22 @@
-const isDev = import.meta.env.DEV;
-const CORS_PROXY = 'https://corsproxy.io/?';
+import { isDesktopRuntime, toRuntimeUrl } from '../services/runtime';
 
-// Map of local proxy paths to actual URLs for production
-const PROXY_MAP: Record<string, string> = {
-  '/api/yahoo': 'https://query1.finance.yahoo.com',
-  '/api/coingecko': 'https://api.coingecko.com',
-  '/api/polymarket': 'https://gamma-api.polymarket.com',
-  '/api/earthquake': 'https://earthquake.usgs.gov',
-  '/api/fred': 'https://fred.stlouisfed.org',
-  '/rss/bbc': 'https://feeds.bbci.co.uk',
-  '/rss/guardian': 'https://www.theguardian.com',
-  '/rss/npr': 'https://feeds.npr.org',
-  '/rss/apnews': 'https://rsshub.app/apnews',
-  '/rss/aljazeera': 'https://www.aljazeera.com',
-  '/rss/cnn': 'http://rss.cnn.com',
-  '/rss/hn': 'https://hnrss.org',
-  '/rss/arstechnica': 'https://feeds.arstechnica.com',
-  '/rss/verge': 'https://www.theverge.com',
-  '/rss/cnbc': 'https://www.cnbc.com',
-  '/rss/marketwatch': 'https://feeds.marketwatch.com',
-  '/rss/defenseone': 'https://www.defenseone.com',
-  '/rss/breakingdefense': 'https://breakingdefense.com',
-  '/rss/bellingcat': 'https://www.bellingcat.com',
-  '/rss/techcrunch': 'https://techcrunch.com',
-  '/rss/googlenews': 'https://news.google.com',
-  '/rss/huggingface': 'https://huggingface.co',
-  '/rss/techreview': 'https://www.technologyreview.com',
-  '/rss/arxiv': 'https://rss.arxiv.org',
-  '/rss/fedreserve': 'https://www.federalreserve.gov',
-  '/rss/sec': 'https://www.sec.gov',
-  '/rss/whitehouse': 'https://www.whitehouse.gov',
-  '/rss/state': 'https://www.state.gov',
-  '/rss/defense': 'https://www.defense.gov',
-  '/rss/treasury': 'https://home.treasury.gov',
-  '/rss/justice': 'https://www.justice.gov',
-  '/rss/cdc': 'https://tools.cdc.gov',
-  '/rss/fema': 'https://www.fema.gov',
-  '/rss/dhs': 'https://www.dhs.gov',
-  '/rss/warzone': 'https://www.thedrive.com',
-  '/rss/krebs': 'https://krebsonsecurity.com',
-  '/rss/yahoonews': 'https://finance.yahoo.com',
-  '/rss/diplomat': 'https://thediplomat.com',
-  '/rss/venturebeat': 'https://venturebeat.com',
-  '/rss/foreignpolicy': 'https://foreignpolicy.com',
-  '/rss/ft': 'https://www.ft.com',
-  '/rss/openai': 'https://openai.com',
-  '/rss/reuters': 'https://www.reutersagency.com',
-};
+const isDev = import.meta.env.DEV;
 
+// In production browser deployments, routes are handled by Vercel serverless functions.
+// In local dev, Vite proxy handles these routes.
+// In Tauri desktop mode, route requests need an absolute remote host.
 export function proxyUrl(localPath: string): string {
-  if (isDev) {
-    return localPath;
+  if (isDesktopRuntime()) {
+    return toRuntimeUrl(localPath);
   }
 
-  // Find matching proxy prefix
-  for (const [prefix, baseUrl] of Object.entries(PROXY_MAP)) {
-    if (localPath.startsWith(prefix)) {
-      const path = localPath.slice(prefix.length);
-      const fullUrl = baseUrl + path;
-      return CORS_PROXY + encodeURIComponent(fullUrl);
-    }
+  if (isDev) {
+    return localPath;
   }
 
-  // If no match, return as-is (might be absolute URL)
   return localPath;
 }
 
 export async function fetchWithProxy(url: string): Promise<Response> {
-  const proxiedUrl = proxyUrl(url);
-  return fetch(proxiedUrl);
+  return fetch(proxyUrl(url));
 }
diff --git a/src/utils/reverse-geocode.ts b/src/utils/reverse-geocode.ts
new file mode 100644
index 000000000..50c8349eb
--- /dev/null
+++ b/src/utils/reverse-geocode.ts
@@ -0,0 +1,58 @@
+/**
+ * Reverse geocoding using Nominatim (OpenStreetMap) - free, no API key
+ * Converts lat/lon to country name + ISO code
+ */
+
+export interface GeoResult {
+  country: string;
+  code: string; // ISO 3166-1 alpha-2 (e.g. "IR", "US")
+  displayName: string;
+}
+
+const cache = new Map<string, GeoResult | null>();
+let lastRequestTime = 0;
+const MIN_INTERVAL_MS = 1100; // Nominatim: max 1 req/sec
+
+function cacheKey(lat: number, lon: number): string {
+  // Round to ~11km grid to avoid duplicate calls for nearby clicks
+  return `${lat.toFixed(1)},${lon.toFixed(1)}`;
+}
+
+export async function reverseGeocode(lat: number, lon: number): Promise<GeoResult | null> {
+  const key = cacheKey(lat, lon);
+  if (cache.has(key)) return cache.get(key) ?? null;
+
+  // Throttle
+  const now = Date.now();
+  const wait = MIN_INTERVAL_MS - (now - lastRequestTime);
+  if (wait > 0) await new Promise((r) => setTimeout(r, wait));
+  lastRequestTime = Date.now();
+
+  try {
+    const url = `https://nominatim.openstreetmap.org/reverse?lat=${lat}&lon=${lon}&format=json&zoom=3&accept-language=en`;
+    const res = await fetch(url, {
+      headers: { 'User-Agent': 'WorldMonitor/2.0 (https://worldmonitor.app)' },
+    });
+    if (!res.ok) {
+      cache.set(key, null);
+      return null;
+    }
+
+    const data = await res.json();
+    const country = data.address?.country;
+    const code = data.address?.country_code?.toUpperCase();
+
+    if (!country || !code) {
+      cache.set(key, null);
+      return null;
+    }
+
+    const result: GeoResult = { country, code, displayName: data.display_name || country };
+    cache.set(key, result);
+    return result;
+  } catch (err) {
+    console.warn('[reverseGeocode] Failed:', err);
+    cache.set(key, null);
+    return null;
+  }
+}
diff --git a/src/utils/sanitize.ts b/src/utils/sanitize.ts
new file mode 100644
index 000000000..e3902fbf2
--- /dev/null
+++ b/src/utils/sanitize.ts
@@ -0,0 +1,48 @@
+const HTML_ESCAPE_MAP: Record<string, string> = {
+  '&': '&amp;',
+  '<': '&lt;',
+  '>': '&gt;',
+  '"': '&quot;',
+  "'": '&#39;',
+};
+
+export function escapeHtml(str: string): string {
+  if (!str) return '';
+  return String(str).replace(/[&<>"']/g, (char) => HTML_ESCAPE_MAP[char] || char);
+}
+
+export function sanitizeUrl(url: string): string {
+  if (!url) return '';
+  const trimmed = String(url).trim();
+  if (!trimmed) return '';
+
+  const isAllowedProtocol = (protocol: string) => protocol === 'http:' || protocol === 'https:';
+
+  try {
+    const parsed = new URL(trimmed);
+    if (isAllowedProtocol(parsed.protocol)) {
+      return escapeAttr(parsed.toString());
+    }
+  } catch {
+    // Not an absolute URL, continue and validate as relative.
+  }
+
+  if (!/^(\/|\.\/|\.\.\/|\?|#)/.test(trimmed)) {
+    return '';
+  }
+
+  try {
+    const base = typeof window !== 'undefined' ? window.location.origin : 'https://example.com';
+    const resolved = new URL(trimmed, base);
+    if (!isAllowedProtocol(resolved.protocol)) {
+      return '';
+    }
+    return escapeAttr(trimmed);
+  } catch {
+    return '';
+  }
+}
+
+export function escapeAttr(str: string): string {
+  return escapeHtml(str);
+}
diff --git a/src/utils/urlState.ts b/src/utils/urlState.ts
index 557d24d2c..27bdf32a0 100644
--- a/src/utils/urlState.ts
+++ b/src/utils/urlState.ts
@@ -7,20 +7,35 @@ const LAYER_KEYS: (keyof MapLayers)[] = [
   'cables',
   'pipelines',
   'hotspots',
+  'ais',
   'nuclear',
   'irradiators',
   'sanctions',
-  'earthquakes',
   'weather',
   'economic',
-  'countries',
   'waterways',
   'outages',
+  'cyberThreats',
   'datacenters',
+  'protests',
+  'flights',
+  'military',
+  'natural',
+  'spaceports',
+  'minerals',
+  'fires',
+  'ucdpEvents',
+  'displacement',
+  'climate',
+  'startupHubs',
+  'cloudRegions',
+  'accelerators',
+  'techHQs',
+  'techEvents',
 ];
 
 const TIME_RANGES: TimeRange[] = ['1h', '6h', '24h', '48h', '7d', 'all'];
-const VIEW_VALUES: MapView[] = ['global', 'us', 'mena'];
+const VIEW_VALUES: MapView[] = ['global', 'america', 'mena', 'eu', 'asia', 'latam', 'africa', 'oceania'];
 
 export interface ParsedMapUrlState {
   view?: MapView;
@@ -29,6 +44,7 @@ export interface ParsedMapUrlState {
   lon?: number;
   timeRange?: TimeRange;
   layers?: MapLayers;
+  country?: string;
 }
 
 const clamp = (value: number, min: number, max: number): number =>
@@ -59,19 +75,29 @@ export function parseMapUrlState(
     ? (timeRangeParam as TimeRange)
     : undefined;
 
+  const countryParam = params.get('country');
+  const country = countryParam && /^[A-Z]{2}$/i.test(countryParam.trim()) ? countryParam.trim().toUpperCase() : undefined;
+
   const layersParam = params.get('layers');
   let layers: MapLayers | undefined;
-  if (layersParam) {
-    const requested = new Set(
-      layersParam
-        .split(',')
-        .map((layer) => layer.trim())
-        .filter(Boolean)
-    );
+  if (layersParam !== null) {
     layers = { ...fallbackLayers };
-    LAYER_KEYS.forEach((key) => {
-      layers![key] = requested.has(key);
-    });
+    const normalizedLayers = layersParam.trim();
+    if (normalizedLayers !== '' && normalizedLayers !== 'none') {
+      const requested = new Set(
+        normalizedLayers
+          .split(',')
+          .map((layer) => layer.trim())
+          .filter(Boolean)
+      );
+      LAYER_KEYS.forEach((key) => {
+        layers![key] = requested.has(key);
+      });
+    } else {
+      LAYER_KEYS.forEach((key) => {
+        layers![key] = false;
+      });
+    }
   }
 
   return {
@@ -81,6 +107,7 @@ export function parseMapUrlState(
     lon,
     timeRange,
     layers,
+    country,
   };
 }
 
@@ -92,6 +119,7 @@ export function buildMapUrl(
     center?: { lat: number; lon: number } | null;
     timeRange: TimeRange;
     layers: MapLayers;
+    country?: string;
   }
 ): string {
   const url = new URL(baseUrl);
@@ -107,8 +135,10 @@ export function buildMapUrl(
   params.set('timeRange', state.timeRange);
 
   const activeLayers = LAYER_KEYS.filter((layer) => state.layers[layer]);
-  if (activeLayers.length > 0) {
-    params.set('layers', activeLayers.join(','));
+  params.set('layers', activeLayers.length > 0 ? activeLayers.join(',') : 'none');
+
+  if (state.country) {
+    params.set('country', state.country);
   }
 
   url.search = params.toString();
diff --git a/src/vite-env.d.ts b/src/vite-env.d.ts
new file mode 100644
index 000000000..dbb4c627d
--- /dev/null
+++ b/src/vite-env.d.ts
@@ -0,0 +1,3 @@
+/// <reference types="vite/client" />
+
+declare const __APP_VERSION__: string;
diff --git a/src/workers/analysis.worker.ts b/src/workers/analysis.worker.ts
new file mode 100644
index 000000000..49af67592
--- /dev/null
+++ b/src/workers/analysis.worker.ts
@@ -0,0 +1,137 @@
+/**
+ * Web Worker for heavy computational tasks (clustering & correlation analysis).
+ * Runs O(n²) Jaccard clustering and correlation detection off the main thread.
+ *
+ * All core logic is imported from src/services/analysis-core.ts
+ * to maintain a single source of truth.
+ */
+
+import {
+  clusterNewsCore,
+  analyzeCorrelationsCore,
+  type NewsItemCore,
+  type ClusteredEventCore,
+  type PredictionMarketCore,
+  type MarketDataCore,
+  type CorrelationSignalCore,
+  type SourceType,
+  type StreamSnapshot,
+} from '@/services/analysis-core';
+
+// Message types for worker communication
+interface ClusterMessage {
+  type: 'cluster';
+  id: string;
+  items: NewsItemCore[];
+  sourceTiers: Record<string, number>;
+}
+
+interface CorrelationMessage {
+  type: 'correlation';
+  id: string;
+  clusters: ClusteredEventCore[];
+  predictions: PredictionMarketCore[];
+  markets: MarketDataCore[];
+  sourceTypes: Record<string, SourceType>;
+}
+
+interface ResetMessage {
+  type: 'reset';
+}
+
+type WorkerMessage = ClusterMessage | CorrelationMessage | ResetMessage;
+
+interface ClusterResult {
+  type: 'cluster-result';
+  id: string;
+  clusters: ClusteredEventCore[];
+}
+
+interface CorrelationResult {
+  type: 'correlation-result';
+  id: string;
+  signals: CorrelationSignalCore[];
+}
+
+// Worker-local state (persists between messages)
+let previousSnapshot: StreamSnapshot | null = null;
+const recentSignalKeys = new Set<string>();
+
+function isRecentDuplicate(key: string): boolean {
+  return recentSignalKeys.has(key);
+}
+
+function markSignalSeen(key: string): void {
+  recentSignalKeys.add(key);
+  setTimeout(() => recentSignalKeys.delete(key), 30 * 60 * 1000);
+}
+
+// Worker message handler
+self.onmessage = (event: MessageEvent<WorkerMessage>) => {
+  const message = event.data;
+
+  switch (message.type) {
+    case 'cluster': {
+      // Deserialize dates (they come as strings over postMessage)
+      const items = message.items.map(item => ({
+        ...item,
+        pubDate: new Date(item.pubDate),
+      }));
+
+      const getSourceTier = (source: string): number => message.sourceTiers[source] ?? 4;
+      const clusters = clusterNewsCore(items, getSourceTier);
+
+      const result: ClusterResult = {
+        type: 'cluster-result',
+        id: message.id,
+        clusters,
+      };
+      self.postMessage(result);
+      break;
+    }
+
+    case 'correlation': {
+      // Deserialize dates in clusters
+      const clusters = message.clusters.map(cluster => ({
+        ...cluster,
+        firstSeen: new Date(cluster.firstSeen),
+        lastUpdated: new Date(cluster.lastUpdated),
+        allItems: cluster.allItems.map(item => ({
+          ...item,
+          pubDate: new Date(item.pubDate),
+        })),
+      }));
+
+      const getSourceType = (source: string): SourceType => message.sourceTypes[source] ?? 'other';
+
+      const { signals, snapshot } = analyzeCorrelationsCore(
+        clusters,
+        message.predictions,
+        message.markets,
+        previousSnapshot,
+        getSourceType,
+        isRecentDuplicate,
+        markSignalSeen
+      );
+
+      previousSnapshot = snapshot;
+
+      const result: CorrelationResult = {
+        type: 'correlation-result',
+        id: message.id,
+        signals,
+      };
+      self.postMessage(result);
+      break;
+    }
+
+    case 'reset': {
+      previousSnapshot = null;
+      recentSignalKeys.clear();
+      break;
+    }
+  }
+};
+
+// Signal that worker is ready
+self.postMessage({ type: 'ready' });
diff --git a/src/workers/ml.worker.ts b/src/workers/ml.worker.ts
new file mode 100644
index 000000000..c9880fa2b
--- /dev/null
+++ b/src/workers/ml.worker.ts
@@ -0,0 +1,377 @@
+/**
+ * ML Web Worker for ONNX inference using @xenova/transformers
+ * Handles embeddings, sentiment analysis, summarization, and NER
+ */
+
+import { pipeline, env } from '@xenova/transformers';
+import { MODEL_CONFIGS, type ModelConfig } from '@/config/ml-config';
+
+// Configure transformers.js
+env.allowLocalModels = false;
+env.useBrowserCache = true;
+
+// Message types
+interface InitMessage {
+  type: 'init';
+  id: string;
+}
+
+interface LoadModelMessage {
+  type: 'load-model';
+  id: string;
+  modelId: string;
+}
+
+interface UnloadModelMessage {
+  type: 'unload-model';
+  id: string;
+  modelId: string;
+}
+
+interface EmbedMessage {
+  type: 'embed';
+  id: string;
+  texts: string[];
+}
+
+interface SummarizeMessage {
+  type: 'summarize';
+  id: string;
+  texts: string[];
+}
+
+interface SentimentMessage {
+  type: 'classify-sentiment';
+  id: string;
+  texts: string[];
+}
+
+interface NERMessage {
+  type: 'extract-entities';
+  id: string;
+  texts: string[];
+}
+
+interface SemanticClusterMessage {
+  type: 'cluster-semantic';
+  id: string;
+  embeddings: number[][];
+  threshold: number;
+}
+
+interface StatusMessage {
+  type: 'status';
+  id: string;
+}
+
+interface ResetMessage {
+  type: 'reset';
+}
+
+type MLWorkerMessage =
+  | InitMessage
+  | LoadModelMessage
+  | UnloadModelMessage
+  | EmbedMessage
+  | SummarizeMessage
+  | SentimentMessage
+  | NERMessage
+  | SemanticClusterMessage
+  | StatusMessage
+  | ResetMessage;
+
+// Loaded pipelines (using unknown since pipeline types vary)
+// eslint-disable-next-line @typescript-eslint/no-explicit-any
+const loadedPipelines = new Map<string, any>();
+const loadingPromises = new Map<string, Promise<void>>();
+
+function getModelConfig(modelId: string): ModelConfig | undefined {
+  return MODEL_CONFIGS.find(m => m.id === modelId);
+}
+
+async function loadModel(modelId: string): Promise<void> {
+  if (loadedPipelines.has(modelId)) return;
+
+  // Prevent concurrent loads - return existing promise if loading
+  const existing = loadingPromises.get(modelId);
+  if (existing) return existing;
+
+  const config = getModelConfig(modelId);
+  if (!config) throw new Error(`Unknown model: ${modelId}`);
+
+  console.log(`[MLWorker] Loading model: ${config.hfModel}`);
+  const startTime = Date.now();
+
+  const loadPromise = (async () => {
+    const pipe = await pipeline(config.task, config.hfModel, {
+      progress_callback: (progress: { status: string; progress?: number }) => {
+        if (progress.status === 'progress' && progress.progress !== undefined) {
+          self.postMessage({
+            type: 'model-progress',
+            modelId,
+            progress: progress.progress,
+          });
+        }
+      },
+    });
+
+    loadedPipelines.set(modelId, pipe);
+    loadingPromises.delete(modelId);
+    console.log(`[MLWorker] Model loaded in ${Date.now() - startTime}ms: ${modelId}`);
+  })();
+
+  loadingPromises.set(modelId, loadPromise);
+  return loadPromise;
+}
+
+function unloadModel(modelId: string): void {
+  const pipe = loadedPipelines.get(modelId);
+  if (pipe) {
+    loadedPipelines.delete(modelId);
+    console.log(`[MLWorker] Unloaded model: ${modelId}`);
+  }
+}
+
+async function embedTexts(texts: string[]): Promise<number[][]> {
+  await loadModel('embeddings');
+  const pipe = loadedPipelines.get('embeddings')!;
+
+  const results: number[][] = [];
+  for (const text of texts) {
+    const output = await pipe(text, { pooling: 'mean', normalize: true });
+    results.push(Array.from(output.data as Float32Array));
+  }
+
+  return results;
+}
+
+async function summarizeTexts(texts: string[]): Promise<string[]> {
+  await loadModel('summarization');
+  const pipe = loadedPipelines.get('summarization')!;
+
+  const results: string[] = [];
+  for (const text of texts) {
+    const output = await pipe(`summarize: ${text}`, {
+      max_new_tokens: 64,
+      min_length: 10,
+    });
+    const result = (output as Array<{ generated_text: string }>)[0];
+    results.push(result?.generated_text ?? '');
+  }
+
+  return results;
+}
+
+async function classifySentiment(texts: string[]): Promise<Array<{ label: string; score: number }>> {
+  await loadModel('sentiment');
+  const pipe = loadedPipelines.get('sentiment')!;
+
+  const results: Array<{ label: string; score: number }> = [];
+  for (const text of texts) {
+    const output = await pipe(text);
+    const result = (output as Array<{ label: string; score: number }>)[0];
+    if (result) {
+      results.push({
+        label: result.label.toLowerCase() === 'positive' ? 'positive' : 'negative',
+        score: result.score,
+      });
+    }
+  }
+
+  return results;
+}
+
+interface NEREntity {
+  text: string;
+  type: string;
+  confidence: number;
+  start: number;
+  end: number;
+}
+
+async function extractEntities(texts: string[]): Promise<NEREntity[][]> {
+  await loadModel('ner');
+  const pipe = loadedPipelines.get('ner')!;
+
+  const results: NEREntity[][] = [];
+  for (const text of texts) {
+    const output = await pipe(text);
+    const entities = (output as Array<{
+      entity_group: string;
+      score: number;
+      word: string;
+      start: number;
+      end: number;
+    }>).map(e => ({
+      text: e.word,
+      type: e.entity_group,
+      confidence: e.score,
+      start: e.start,
+      end: e.end,
+    }));
+    results.push(entities);
+  }
+
+  return results;
+}
+
+function cosineSimilarity(a: number[], b: number[]): number {
+  let dotProduct = 0;
+  let normA = 0;
+  let normB = 0;
+
+  for (let i = 0; i < a.length; i++) {
+    const aVal = a[i] ?? 0;
+    const bVal = b[i] ?? 0;
+    dotProduct += aVal * bVal;
+    normA += aVal * aVal;
+    normB += bVal * bVal;
+  }
+
+  const denominator = Math.sqrt(normA) * Math.sqrt(normB);
+  return denominator === 0 ? 0 : dotProduct / denominator;
+}
+
+function semanticCluster(
+  embeddings: number[][],
+  threshold: number
+): number[][] {
+  const n = embeddings.length;
+  const clusters: number[][] = [];
+  const assigned = new Set<number>();
+
+  for (let i = 0; i < n; i++) {
+    if (assigned.has(i)) continue;
+
+    const embeddingI = embeddings[i];
+    if (!embeddingI) continue;
+
+    const cluster = [i];
+    assigned.add(i);
+
+    for (let j = i + 1; j < n; j++) {
+      if (assigned.has(j)) continue;
+
+      const embeddingJ = embeddings[j];
+      if (!embeddingJ) continue;
+
+      const similarity = cosineSimilarity(embeddingI, embeddingJ);
+      if (similarity >= threshold) {
+        cluster.push(j);
+        assigned.add(j);
+      }
+    }
+
+    clusters.push(cluster);
+  }
+
+  return clusters;
+}
+
+// Worker message handler
+self.onmessage = async (event: MessageEvent<MLWorkerMessage>) => {
+  const message = event.data;
+
+  try {
+    switch (message.type) {
+      case 'init': {
+        self.postMessage({ type: 'ready', id: message.id });
+        break;
+      }
+
+      case 'load-model': {
+        await loadModel(message.modelId);
+        self.postMessage({
+          type: 'model-loaded',
+          id: message.id,
+          modelId: message.modelId,
+        });
+        break;
+      }
+
+      case 'unload-model': {
+        unloadModel(message.modelId);
+        self.postMessage({
+          type: 'model-unloaded',
+          id: message.id,
+          modelId: message.modelId,
+        });
+        break;
+      }
+
+      case 'embed': {
+        const embeddings = await embedTexts(message.texts);
+        self.postMessage({
+          type: 'embed-result',
+          id: message.id,
+          embeddings,
+        });
+        break;
+      }
+
+      case 'summarize': {
+        const summaries = await summarizeTexts(message.texts);
+        self.postMessage({
+          type: 'summarize-result',
+          id: message.id,
+          summaries,
+        });
+        break;
+      }
+
+      case 'classify-sentiment': {
+        const results = await classifySentiment(message.texts);
+        self.postMessage({
+          type: 'sentiment-result',
+          id: message.id,
+          results,
+        });
+        break;
+      }
+
+      case 'extract-entities': {
+        const entities = await extractEntities(message.texts);
+        self.postMessage({
+          type: 'entities-result',
+          id: message.id,
+          entities,
+        });
+        break;
+      }
+
+      case 'cluster-semantic': {
+        const clusters = semanticCluster(message.embeddings, message.threshold);
+        self.postMessage({
+          type: 'cluster-semantic-result',
+          id: message.id,
+          clusters,
+        });
+        break;
+      }
+
+      case 'status': {
+        self.postMessage({
+          type: 'status-result',
+          id: message.id,
+          loadedModels: Array.from(loadedPipelines.keys()),
+        });
+        break;
+      }
+
+      case 'reset': {
+        loadedPipelines.clear();
+        self.postMessage({ type: 'reset-complete' });
+        break;
+      }
+    }
+  } catch (error) {
+    self.postMessage({
+      type: 'error',
+      id: (message as { id?: string }).id,
+      error: error instanceof Error ? error.message : String(error),
+    });
+  }
+};
+
+// Signal ready
+self.postMessage({ type: 'worker-ready' });
diff --git a/tests/countries-geojson.test.mjs b/tests/countries-geojson.test.mjs
new file mode 100644
index 000000000..891e49585
--- /dev/null
+++ b/tests/countries-geojson.test.mjs
@@ -0,0 +1,61 @@
+import { describe, it } from 'node:test';
+import assert from 'node:assert/strict';
+import { readFileSync } from 'node:fs';
+import { resolve, dirname } from 'node:path';
+import { fileURLToPath } from 'node:url';
+
+const __dirname = dirname(fileURLToPath(import.meta.url));
+const geojson = JSON.parse(readFileSync(resolve(__dirname, '../public/data/countries.geojson'), 'utf-8'));
+const features = geojson.features;
+
+describe('countries.geojson data integrity', () => {
+  it('all feature names are unique', () => {
+    const names = features.map(f => f.properties.name);
+    const dupes = names.filter((n, i) => names.indexOf(n) !== i);
+    assert.deepStrictEqual(dupes, [], `Duplicate names found: ${dupes.join(', ')}`);
+  });
+
+  it('major countries have correct ISO codes', () => {
+    const expected = {
+      France: { a2: 'FR', a3: 'FRA' },
+      Norway: { a2: 'NO', a3: 'NOR' },
+      Kosovo: { a2: 'XK', a3: 'XKX' },
+      Germany: { a2: 'DE', a3: 'DEU' },
+      'United States of America': { a2: 'US', a3: 'USA' },
+      'United Kingdom': { a2: 'GB', a3: 'GBR' },
+      Japan: { a2: 'JP', a3: 'JPN' },
+      China: { a2: 'CN', a3: 'CHN' },
+      Brazil: { a2: 'BR', a3: 'BRA' },
+      India: { a2: 'IN', a3: 'IND' },
+    };
+
+    for (const [name, codes] of Object.entries(expected)) {
+      const feat = features.find(f => f.properties.name === name);
+      assert.ok(feat, `${name} not found in GeoJSON`);
+      assert.equal(feat.properties['ISO3166-1-Alpha-2'], codes.a2, `${name} Alpha-2 should be ${codes.a2}`);
+      assert.equal(feat.properties['ISO3166-1-Alpha-3'], codes.a3, `${name} Alpha-3 should be ${codes.a3}`);
+    }
+  });
+
+  it('no major country has -99 ISO code', () => {
+    const majorCountries = [
+      'France', 'Norway', 'Kosovo', 'Germany', 'United States of America',
+      'United Kingdom', 'Japan', 'China', 'Brazil', 'India', 'Canada',
+      'Australia', 'Russia', 'Italy', 'Spain', 'South Korea', 'Mexico',
+      'Turkey', 'Saudi Arabia', 'Israel', 'Ukraine', 'Poland', 'Iran',
+    ];
+
+    for (const name of majorCountries) {
+      const feat = features.find(f => f.properties.name === name);
+      if (!feat) continue;
+      assert.notEqual(feat.properties['ISO3166-1-Alpha-2'], '-99', `${name} should not have -99 Alpha-2`);
+      assert.notEqual(feat.properties['ISO3166-1-Alpha-3'], '-99', `${name} should not have -99 Alpha-3`);
+    }
+  });
+
+  it('-99 count stays bounded (max 25)', () => {
+    const minus99 = features.filter(f => f.properties['ISO3166-1-Alpha-2'] === '-99');
+    assert.ok(minus99.length <= 25, `Expected <=25 features with -99, got ${minus99.length}: ${minus99.map(f => f.properties.name).join(', ')}`);
+    assert.ok(minus99.length > 0, 'Expected some -99 features for unrecognized territories');
+  });
+});
diff --git a/tests/map-harness.html b/tests/map-harness.html
new file mode 100644
index 000000000..0dfdab6f2
--- /dev/null
+++ b/tests/map-harness.html
@@ -0,0 +1,12 @@
+<!doctype html>
+<html lang="en">
+  <head>
+    <meta charset="UTF-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>Map Harness</title>
+  </head>
+  <body>
+    <div id="app"></div>
+    <script type="module" src="/src/e2e/map-harness.ts"></script>
+  </body>
+</html>
diff --git a/tests/runtime-harness.html b/tests/runtime-harness.html
new file mode 100644
index 000000000..f3f8b0fe4
--- /dev/null
+++ b/tests/runtime-harness.html
@@ -0,0 +1,11 @@
+<!DOCTYPE html>
+<html lang="en">
+  <head>
+    <meta charset="UTF-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <title>Runtime Harness</title>
+  </head>
+  <body>
+    <div id="runtime-harness">runtime harness</div>
+  </body>
+</html>
diff --git a/tsconfig.json b/tsconfig.json
index 7ce1b4d16..449493f7c 100644
--- a/tsconfig.json
+++ b/tsconfig.json
@@ -23,5 +23,6 @@
       "@/*": ["src/*"]
     }
   },
-  "include": ["src"]
+  "include": ["src"],
+  "exclude": ["src/workers/ml.worker.ts"]
 }
diff --git a/vercel.json b/vercel.json
new file mode 100644
index 000000000..5a604347b
--- /dev/null
+++ b/vercel.json
@@ -0,0 +1,34 @@
+{
+  "headers": [
+    {
+      "source": "/assets/(.*)",
+      "headers": [
+        { "key": "Cache-Control", "value": "public, max-age=31536000, immutable" }
+      ]
+    },
+    {
+      "source": "/favico/(.*)",
+      "headers": [
+        { "key": "Cache-Control", "value": "public, max-age=604800" }
+      ]
+    },
+    {
+      "source": "/offline.html",
+      "headers": [
+        { "key": "Cache-Control", "value": "public, max-age=86400" }
+      ]
+    },
+    {
+      "source": "/sw.js",
+      "headers": [
+        { "key": "Cache-Control", "value": "public, max-age=0, must-revalidate" }
+      ]
+    },
+    {
+      "source": "/manifest.webmanifest",
+      "headers": [
+        { "key": "Cache-Control", "value": "public, max-age=86400" }
+      ]
+    }
+  ]
+}
diff --git a/vite.config.ts b/vite.config.ts
index a21a474fb..5741d6d1e 100644
--- a/vite.config.ts
+++ b/vite.config.ts
@@ -1,12 +1,261 @@
-import { defineConfig } from 'vite';
+import { defineConfig, type Plugin } from 'vite';
+import { VitePWA } from 'vite-plugin-pwa';
 import { resolve } from 'path';
+import pkg from './package.json';
+
+const VARIANT_META: Record<string, {
+  title: string;
+  description: string;
+  keywords: string;
+  url: string;
+  siteName: string;
+  features: string[];
+}> = {
+  full: {
+    title: 'World Monitor - Real-Time Global Intelligence Dashboard',
+    description: 'Real-time global intelligence dashboard with live news, markets, military tracking, infrastructure monitoring, and geopolitical data. OSINT in one view.',
+    keywords: 'global intelligence, geopolitical dashboard, world news, market data, military bases, nuclear facilities, undersea cables, conflict zones, real-time monitoring, situation awareness, OSINT, flight tracking, AIS ships, earthquake monitor, protest tracker, power outages, oil prices, government spending, polymarket predictions',
+    url: 'https://worldmonitor.app/',
+    siteName: 'World Monitor',
+    features: [
+      'Real-time news aggregation',
+      'Stock market tracking',
+      'Military flight monitoring',
+      'Ship AIS tracking',
+      'Earthquake alerts',
+      'Protest tracking',
+      'Power outage monitoring',
+      'Oil price analytics',
+      'Government spending data',
+      'Prediction markets',
+      'Infrastructure monitoring',
+      'Geopolitical intelligence',
+    ],
+  },
+  tech: {
+    title: 'Tech Monitor - Real-Time AI & Tech Industry Dashboard',
+    description: 'Real-time AI and tech industry dashboard tracking tech giants, AI labs, startup ecosystems, funding rounds, and tech events worldwide.',
+    keywords: 'tech dashboard, AI industry, startup ecosystem, tech companies, AI labs, venture capital, tech events, tech conferences, cloud infrastructure, datacenters, tech layoffs, funding rounds, unicorns, FAANG, tech HQ, accelerators, Y Combinator, tech news',
+    url: 'https://tech.worldmonitor.app/',
+    siteName: 'Tech Monitor',
+    features: [
+      'Tech news aggregation',
+      'AI lab tracking',
+      'Startup ecosystem mapping',
+      'Tech HQ locations',
+      'Conference & event calendar',
+      'Cloud infrastructure monitoring',
+      'Datacenter mapping',
+      'Tech layoff tracking',
+      'Funding round analytics',
+      'Tech stock tracking',
+      'Service status monitoring',
+    ],
+  },
+};
+
+function htmlVariantPlugin(): Plugin {
+  const variant = process.env.VITE_VARIANT || 'full';
+  const meta = VARIANT_META[variant] || VARIANT_META.full;
+
+  return {
+    name: 'html-variant',
+    transformIndexHtml(html) {
+      return html
+        .replace(/<title>.*?<\/title>/, `<title>${meta.title}</title>`)
+        .replace(/<meta name="title" content=".*?" \/>/, `<meta name="title" content="${meta.title}" />`)
+        .replace(/<meta name="description" content=".*?" \/>/, `<meta name="description" content="${meta.description}" />`)
+        .replace(/<meta name="keywords" content=".*?" \/>/, `<meta name="keywords" content="${meta.keywords}" />`)
+        .replace(/<link rel="canonical" href=".*?" \/>/, `<link rel="canonical" href="${meta.url}" />`)
+        .replace(/<meta name="application-name" content=".*?" \/>/, `<meta name="application-name" content="${meta.siteName}" />`)
+        .replace(/<meta property="og:url" content=".*?" \/>/, `<meta property="og:url" content="${meta.url}" />`)
+        .replace(/<meta property="og:title" content=".*?" \/>/, `<meta property="og:title" content="${meta.title}" />`)
+        .replace(/<meta property="og:description" content=".*?" \/>/, `<meta property="og:description" content="${meta.description}" />`)
+        .replace(/<meta property="og:site_name" content=".*?" \/>/, `<meta property="og:site_name" content="${meta.siteName}" />`)
+        .replace(/<meta name="twitter:url" content=".*?" \/>/, `<meta name="twitter:url" content="${meta.url}" />`)
+        .replace(/<meta name="twitter:title" content=".*?" \/>/, `<meta name="twitter:title" content="${meta.title}" />`)
+        .replace(/<meta name="twitter:description" content=".*?" \/>/, `<meta name="twitter:description" content="${meta.description}" />`)
+        .replace(/"name": "World Monitor"/, `"name": "${meta.siteName}"`)
+        .replace(/"alternateName": "WorldMonitor"/, `"alternateName": "${meta.siteName.replace(' ', '')}"`)
+        .replace(/"url": "https:\/\/worldmonitor\.app\/"/, `"url": "${meta.url}"`)
+        .replace(/"description": "Real-time global intelligence dashboard with live news, markets, military tracking, infrastructure monitoring, and geopolitical data."/, `"description": "${meta.description}"`)
+        .replace(/"featureList": \[[\s\S]*?\]/, `"featureList": ${JSON.stringify(meta.features, null, 8).replace(/\n/g, '\n      ')}`);
+    },
+  };
+}
+
+function youtubeLivePlugin(): Plugin {
+  return {
+    name: 'youtube-live',
+    configureServer(server) {
+      server.middlewares.use(async (req, res, next) => {
+        if (!req.url?.startsWith('/api/youtube/live')) {
+          return next();
+        }
+
+        const url = new URL(req.url, 'http://localhost');
+        const channel = url.searchParams.get('channel');
+
+        if (!channel) {
+          res.statusCode = 400;
+          res.setHeader('Content-Type', 'application/json');
+          res.end(JSON.stringify({ error: 'Missing channel parameter' }));
+          return;
+        }
+
+        try {
+          // Use YouTube's oEmbed to check if a video is valid/live
+          // For now, return null to use fallback - will implement proper detection later
+          res.setHeader('Content-Type', 'application/json');
+          res.setHeader('Cache-Control', 'public, max-age=300');
+          res.end(JSON.stringify({ videoId: null, channel }));
+        } catch (error) {
+          console.error(`[YouTube Live] Error:`, error);
+          res.statusCode = 500;
+          res.setHeader('Content-Type', 'application/json');
+          res.end(JSON.stringify({ error: 'Failed to fetch', videoId: null }));
+        }
+      });
+    },
+  };
+}
 
 export default defineConfig({
+  define: {
+    __APP_VERSION__: JSON.stringify(pkg.version),
+  },
+  plugins: [
+    htmlVariantPlugin(),
+    youtubeLivePlugin(),
+    VitePWA({
+      registerType: 'autoUpdate',
+      injectRegister: false,
+
+      includeAssets: [
+        'favico/favicon.ico',
+        'favico/apple-touch-icon.png',
+        'favico/favicon-32x32.png',
+      ],
+
+      manifest: {
+        name: 'World Monitor - Real-Time Global Intelligence',
+        short_name: 'WorldMonitor',
+        description: 'AI-powered real-time global intelligence dashboard',
+        start_url: '/',
+        scope: '/',
+        display: 'standalone',
+        orientation: 'any',
+        theme_color: '#0a0f0a',
+        background_color: '#0a0f0a',
+        categories: ['news', 'productivity'],
+        icons: [
+          { src: '/favico/android-chrome-192x192.png', sizes: '192x192', type: 'image/png' },
+          { src: '/favico/android-chrome-512x512.png', sizes: '512x512', type: 'image/png' },
+          { src: '/favico/android-chrome-512x512.png', sizes: '512x512', type: 'image/png', purpose: 'maskable' },
+        ],
+      },
+
+      workbox: {
+        globPatterns: ['**/*.{js,css,html,ico,png,svg,woff2}'],
+        globIgnores: ['**/ml-*.js', '**/onnx*.wasm'],
+        navigateFallback: '/index.html',
+        navigateFallbackDenylist: [/^\/api\//, /^\/settings/],
+        skipWaiting: true,
+        clientsClaim: true,
+        cleanupOutdatedCaches: true,
+
+        runtimeCaching: [
+          {
+            urlPattern: /^https?:\/\/.*\/api\/.*/i,
+            handler: 'NetworkOnly',
+          },
+          {
+            urlPattern: /^https?:\/\/.*\/rss\/.*/i,
+            handler: 'NetworkOnly',
+          },
+          {
+            urlPattern: /^https:\/\/api\.maptiler\.com\//,
+            handler: 'CacheFirst',
+            options: {
+              cacheName: 'map-tiles',
+              expiration: { maxEntries: 500, maxAgeSeconds: 30 * 24 * 60 * 60 },
+              cacheableResponse: { statuses: [0, 200] },
+            },
+          },
+          {
+            urlPattern: /^https:\/\/[abc]\.basemaps\.cartocdn\.com\//,
+            handler: 'CacheFirst',
+            options: {
+              cacheName: 'carto-tiles',
+              expiration: { maxEntries: 500, maxAgeSeconds: 30 * 24 * 60 * 60 },
+              cacheableResponse: { statuses: [0, 200] },
+            },
+          },
+          {
+            urlPattern: /^https:\/\/fonts\.googleapis\.com\//,
+            handler: 'StaleWhileRevalidate',
+            options: {
+              cacheName: 'google-fonts-css',
+              expiration: { maxEntries: 10, maxAgeSeconds: 365 * 24 * 60 * 60 },
+            },
+          },
+          {
+            urlPattern: /^https:\/\/fonts\.gstatic\.com\//,
+            handler: 'CacheFirst',
+            options: {
+              cacheName: 'google-fonts-woff',
+              expiration: { maxEntries: 30, maxAgeSeconds: 365 * 24 * 60 * 60 },
+              cacheableResponse: { statuses: [0, 200] },
+            },
+          },
+          {
+            urlPattern: /\.(?:png|jpg|jpeg|svg|gif|webp)$/i,
+            handler: 'StaleWhileRevalidate',
+            options: {
+              cacheName: 'images',
+              expiration: { maxEntries: 100, maxAgeSeconds: 7 * 24 * 60 * 60 },
+            },
+          },
+        ],
+      },
+
+      devOptions: {
+        enabled: false,
+      },
+    }),
+  ],
   resolve: {
     alias: {
       '@': resolve(__dirname, 'src'),
     },
   },
+  build: {
+    rollupOptions: {
+      input: {
+        main: resolve(__dirname, 'index.html'),
+        settings: resolve(__dirname, 'settings.html'),
+      },
+      output: {
+        manualChunks(id) {
+          if (id.includes('node_modules')) {
+            if (id.includes('/@xenova/transformers/') || id.includes('/onnxruntime-web/')) {
+              return 'ml';
+            }
+            if (id.includes('/@deck.gl/') || id.includes('/maplibre-gl/') || id.includes('/h3-js/')) {
+              return 'map';
+            }
+            if (id.includes('/d3/')) {
+              return 'd3';
+            }
+            if (id.includes('/topojson-client/')) {
+              return 'topojson';
+            }
+          }
+          return undefined;
+        },
+      },
+    },
+  },
   server: {
     port: 3000,
     open: true,
@@ -21,14 +270,27 @@ export default defineConfig({
       '/api/coingecko': {
         target: 'https://api.coingecko.com',
         changeOrigin: true,
-        rewrite: (path) => path.replace(/^\/api\/coingecko/, ''),
+        rewrite: (path) => {
+          const idx = path.indexOf('?');
+          const qs = idx >= 0 ? path.substring(idx) : '';
+          const params = new URLSearchParams(qs);
+          if (params.get('endpoint') === 'markets') {
+            params.delete('endpoint');
+            const vs = params.get('vs_currencies') || 'usd';
+            params.delete('vs_currencies');
+            params.set('vs_currency', vs);
+            params.set('sparkline', 'true');
+            params.set('order', 'market_cap_desc');
+            return `/api/v3/coins/markets?${params.toString()}`;
+          }
+          return `/api/v3/simple/price${qs}`;
+        },
       },
-      // Polymarket API
+      // Polymarket API — proxy through production Vercel edge function
+      // Direct gamma-api.polymarket.com is blocked by Cloudflare JA3 fingerprinting
       '/api/polymarket': {
-        target: 'https://gamma-api.polymarket.com',
+        target: 'https://worldmonitor.app',
         changeOrigin: true,
-        secure: false,
-        rewrite: (path) => path.replace(/^\/api\/polymarket/, ''),
         configure: (proxy) => {
           proxy.on('error', (err) => {
             console.log('Polymarket proxy error:', err.message);
@@ -47,11 +309,30 @@ export default defineConfig({
           });
         },
       },
-      // FRED Economic Data
-      '/api/fred': {
-        target: 'https://fred.stlouisfed.org',
+      // PizzINT - Pentagon Pizza Index
+      '/api/pizzint': {
+        target: 'https://www.pizzint.watch',
         changeOrigin: true,
-        rewrite: (path) => path.replace(/^\/api\/fred/, ''),
+        rewrite: (path) => path.replace(/^\/api\/pizzint/, '/api'),
+        configure: (proxy) => {
+          proxy.on('error', (err) => {
+            console.log('PizzINT proxy error:', err.message);
+          });
+        },
+      },
+      // FRED Economic Data - handled by Vercel serverless function in prod
+      // In dev, we proxy to the API directly with the key from .env
+      '/api/fred-data': {
+        target: 'https://api.stlouisfed.org',
+        changeOrigin: true,
+        rewrite: (path) => {
+          const url = new URL(path, 'http://localhost');
+          const seriesId = url.searchParams.get('series_id');
+          const start = url.searchParams.get('observation_start');
+          const end = url.searchParams.get('observation_end');
+          const apiKey = process.env.FRED_API_KEY || '';
+          return `/fred/series/observations?series_id=${seriesId}&api_key=${apiKey}&file_type=json&sort_order=desc&limit=10${start ? `&observation_start=${start}` : ''}${end ? `&observation_end=${end}` : ''}`;
+        },
       },
       // RSS Feeds - BBC
       '/rss/bbc': {
@@ -336,12 +617,61 @@ export default defineConfig({
         changeOrigin: true,
         rewrite: (path) => path.replace(/^\/api\/acled/, ''),
       },
+      // GDELT GEO 2.0 API - Geolocation endpoint (must come before /api/gdelt)
+      '/api/gdelt-geo': {
+        target: 'https://api.gdeltproject.org',
+        changeOrigin: true,
+        rewrite: (path) => path.replace(/^\/api\/gdelt-geo/, '/api/v2/geo/geo'),
+      },
       // GDELT GEO 2.0 API - Global event data
       '/api/gdelt': {
         target: 'https://api.gdeltproject.org',
         changeOrigin: true,
         rewrite: (path) => path.replace(/^\/api\/gdelt/, ''),
       },
+      // AISStream WebSocket proxy for live vessel tracking
+      '/ws/aisstream': {
+        target: 'wss://stream.aisstream.io',
+        changeOrigin: true,
+        ws: true,
+        rewrite: (path) => path.replace(/^\/ws\/aisstream/, ''),
+      },
+      // FAA NASSTATUS - Airport delays and closures
+      '/api/faa': {
+        target: 'https://nasstatus.faa.gov',
+        changeOrigin: true,
+        secure: true,
+        rewrite: (path) => path.replace(/^\/api\/faa/, ''),
+        configure: (proxy) => {
+          proxy.on('error', (err) => {
+            console.log('FAA NASSTATUS proxy error:', err.message);
+          });
+        },
+      },
+      // OpenSky Network - Aircraft tracking (military flight detection)
+      '/api/opensky': {
+        target: 'https://opensky-network.org/api',
+        changeOrigin: true,
+        secure: true,
+        rewrite: (path) => path.replace(/^\/api\/opensky/, ''),
+        configure: (proxy) => {
+          proxy.on('error', (err) => {
+            console.log('OpenSky proxy error:', err.message);
+          });
+        },
+      },
+      // ADS-B Exchange - Military aircraft tracking (backup/supplement)
+      '/api/adsb-exchange': {
+        target: 'https://adsbexchange.com/api',
+        changeOrigin: true,
+        secure: true,
+        rewrite: (path) => path.replace(/^\/api\/adsb-exchange/, ''),
+        configure: (proxy) => {
+          proxy.on('error', (err) => {
+            console.log('ADS-B Exchange proxy error:', err.message);
+          });
+        },
+      },
     },
   },
 });