From 89ba7c7c8293179ec1f6c19146f99e048577385d Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Fri, 27 Feb 2026 19:17:13 +0000 Subject: [PATCH 1/4] Initial plan From 244d2719b3d086c50eff59ea78c4a8a01cb22a91 Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Fri, 27 Feb 2026 19:22:47 +0000 Subject: [PATCH 2/4] Add BlackRoad OS technical framework: architecture docs, agent config, and CI fixes Co-authored-by: blackboxprogramming <118287761+blackboxprogramming@users.noreply.github.com> --- .github/workflows/blackroad-agent.yml | 2 +- .github/workflows/self-healing-master.yml | 5 +- .github/workflows/test-auto-heal.yml | 5 +- BLACKROAD_ARCHITECTURE.md | 188 +++++++++++++++++++--- agent.json | 43 ++++- profile/BLACKROAD_ARCHITECTURE.md | 188 +++++++++++++++++++--- 6 files changed, 387 insertions(+), 44 deletions(-) diff --git a/.github/workflows/blackroad-agent.yml b/.github/workflows/blackroad-agent.yml index 66423ca..a8a5606 100644 --- a/.github/workflows/blackroad-agent.yml +++ b/.github/workflows/blackroad-agent.yml @@ -8,7 +8,7 @@ on: jobs: agent-identity: name: Load Agent Identity - runs-on: [self-hosted, pi] + runs-on: ubuntu-latest steps: - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 - name: Identify branch agent diff --git a/.github/workflows/self-healing-master.yml b/.github/workflows/self-healing-master.yml index 8711423..bbc58e0 100644 --- a/.github/workflows/self-healing-master.yml +++ b/.github/workflows/self-healing-master.yml @@ -2,7 +2,10 @@ name: 🤖 Self-Healing Master on: workflow_run: - workflows: ["*"] + workflows: + - "🚀 Auto Deploy" + - "🔒 Security Scan" + - "🤖 BlackRoad Shared Agent CI" types: [completed] schedule: - cron: '*/10 * * * *' diff --git a/.github/workflows/test-auto-heal.yml b/.github/workflows/test-auto-heal.yml index 240ba6a..f86c69b 100644 --- a/.github/workflows/test-auto-heal.yml +++ b/.github/workflows/test-auto-heal.yml @@ -2,7 +2,10 @@ name: 🧪 Test Auto-Heal on Failure on: workflow_run: - workflows: ["*"] + workflows: + - "🚀 Auto Deploy" + - "🔒 Security Scan" + - "🤖 BlackRoad Shared Agent CI" types: [completed] push: branches: [main, master, develop] diff --git a/BLACKROAD_ARCHITECTURE.md b/BLACKROAD_ARCHITECTURE.md index 899f8e5..aa69e2d 100644 --- a/BLACKROAD_ARCHITECTURE.md +++ b/BLACKROAD_ARCHITECTURE.md @@ -38,6 +38,28 @@ A Raspberry Pi cluster running specialized roles: Plus dev machines (Mac = "cecilia", iPhone = "arcadia") and edge devices (ESP32s, LoRa modules for future deployment). +### Local Inference via Raspberry Pi 5 Clusters + +The system utilizes clusters of Raspberry Pi 5 nodes to host local Large Language Models (LLMs). These models serve as the reasoning engine for the `@blackroad-agents` scaffold, replacing centralized API calls with local, private inference. + +| Component | Technical Specification | Functional Role | +|-----------|------------------------|-----------------| +| Compute Node | Raspberry Pi 5 (8GB LPDDR4X) | General Purpose Inference and Control | +| Inference Accelerator | Raspberry Pi AI Hat 2 (40 TOPS) | Dedicated INT8 LLM Processing | +| Network Layer | Gigabit Ethernet with PoE+ HAT | Synchronized Node Communication | +| Storage | NVMe SSD (M.2 Interface, 256GB+) | Model Weights and Agent Memory | +| Software Stack | LiteLLM Proxy / Ollama / llama.cpp | API Hosting and Load Balancing | + +#### Copilot Offloading Proxy Configuration + +To achieve seamless offloading, the system environment overrides the default GitHub Copilot endpoints. By setting the `GH_COPILOT_OVERRIDE_PROXY_URL` environment variable, all Copilot traffic is redirected to a local LiteLLM proxy running on the Pi cluster: + +```bash +export GH_COPILOT_OVERRIDE_PROXY_URL="http://raspberrypi.local:4000" +``` + +The LiteLLM proxy translates requests into an OpenAI-compatible format and distributes them across the cluster using a round-robin load-balancing strategy. + --- ## The Control Plane @@ -113,27 +135,153 @@ Ceiling: everyone who ever talks to AI. --- -## Organization Structure +## GitHub Enterprise Organizational Matrix + +The operational surface area is hosted at `https://github.com/enterprises/blackroad-os`. This enterprise-level abstraction provides governance and security boundaries for managing fifteen distinct organizations, each implementing the principle of least privilege. + +### Organization Domains and Architectural Alignment + +The fifteen organizations serve as the primary targets for the `@blackroad-agents` task distribution layer. + +| Organization | Primary Responsibility | Repository Examples | +|--------------|----------------------|---------------------| +| **Blackbox-Enterprises** | Corporate and Enterprise Integrations | blackbox-api, enterprise-bridge | +| **BlackRoad-AI** | Core LLM and Reasoning Engine Development | lucidia-core, blackroad-reasoning | +| **BlackRoad-Archive** | Long-term Data Persistence and Documentation | blackroad-os-docs, history-ledger | +| **BlackRoad-Cloud** | Infrastructure as Code and Orchestration | cloud-orchestrator, railway-deploy | +| **BlackRoad-Education** | Onboarding and Documentation Frameworks | br-help, onboarding-portal | +| **BlackRoad-Foundation** | Governance and Protocol Standards | protocol-specs, governance-rules | +| **BlackRoad-Gov** | Regulatory Compliance and Policy Enforcement | compliance-audit, regulatory-tools | +| **BlackRoad-Hardware** | SBC and IoT Device Management | blackroad-agent-os, pi-firmware | +| **BlackRoad-Interactive** | User Interface and Frontend Systems | blackroad-os-web, interactive-ui | +| **BlackRoad-Labs** | Experimental R&D and Prototyping | experimental-agents, quantum-lab | +| **BlackRoad-Media** | Content Delivery and Public Relations | media-engine, pr-automation | +| **BlackRoad-OS** | Core System Kernel and CLI Development | blackroad-cli, kernel-source | +| **BlackRoad-Security** | Auditing, Cryptography, and Security | security-audit, hash-witnessing | +| **BlackRoad-Studio** | Production Assets and Creative Tooling | lucidia-studio, creative-assets | +| **BlackRoad-Ventures** | Strategic Growth and Ecosystem Funding | tokenomics-api, venture-cap | + +Cross-organization repository access is managed via GitHub Apps (preferred over PATs for their short-lived, granular permissions and ability to act on behalf of an organization). + +--- + +## Domain Architecture and Cloudflare Integration + +The project manages eighteen primary domains orchestrated via Cloudflare. Cloudflare Tunnels securely expose local Raspberry Pi nodes to the public internet. + +| Domain | Functional Use Case | Associated Organization | +|--------|-------------------|------------------------| +| blackboxprogramming.io | Developer Education and APIs | Blackbox-Enterprises | +| blackroad.io | Core Project Landing Page | BlackRoad-OS | +| blackroad.company | Corporate and HR Operations | BlackRoad-Ventures | +| blackroad.me | Personal Agent Identity Nodes | BlackRoad-AI | +| blackroad.network | Distributed Network Interface | BlackRoad-Cloud | +| blackroad.systems | Infrastructure and System Ops | BlackRoad-Cloud | +| blackroadai.com | AI Research and API Hosting | BlackRoad-AI | +| blackroadinc.us | US-based Governance and Legal | BlackRoad-Gov | +| blackroadqi.com | Quantum Intelligence Research | BlackRoad-Labs | +| blackroadquantum.com | Primary Quantum Lab Interface | BlackRoad-Labs | +| lucidia.earth | Memory Layer and Personal AI | BlackRoad-AI | +| lucidia.studio | Creative and Asset Management | BlackRoad-Studio | +| roadchain.io | Blockchain and Witnessing Ledger | BlackRoad-Security | +| roadcoin.io | Tokenomics and Financial Interface | BlackRoad-Ventures | + +--- + +## The @blackroad-agents Deca-Layered Scaffold + +A ten-step scaffolding process triggered by the `@blackroad-agents` command defines the workflow for every task entered into the system. + +### 1. Initial Reviewer + +A high-level agent at Layer 6 (Lucidia Core) reviews the incoming request for clarity, security compliance, and resource availability. Determines intent and generates a preliminary execution plan. + +### 2. Task Distribution to Organization + +The task is routed to one of the fifteen BlackRoad organizations based on the functional domain best equipped to handle it (hardware, security, cloud, etc.). + +### 3. Task Distribution to Team + +Within the selected organization, the task is refined and distributed to a specific team. This layer handles human-in-the-loop (HITL) requirements, pausing for manual approval on high-risk operations. + +### 4. Task Update to Project + +The task is recorded in a GitHub Project board. Metadata (Request ID, timeline) is synchronized with Salesforce to maintain an enterprise-level audit trail. + +### 5. Task Distribution to Agent + +A specialized autonomous agent is instantiated or assigned (e.g., "fastapi-coder-agent", "doctl-infrastructure-agent"). Agents follow the Planner-Executor-Reflector design pattern. + +### 6. Task Distribution to Repository + +The agent identifies the target repository (e.g., blackroad-os-web) and creates a new branch following the GitHub Flow branching strategy. + +### 7. Task Distribution to Device + +Tasks requiring physical execution (firmware updates, droplet rebuilds) are routed to the device layer for offloading from centralized cloud to local hardware clusters. + +### 8. Task Distribution to Drive + +Artifacts (log files, reports, documentation) are distributed to Google Drive using a Service Account (GSA) pattern for consistent write access. + +### 9. Task Distribution to Cloudflare + +Network configuration changes (new tunnels, DNS record modifications) are executed to ensure newly deployed services are immediately reachable and secured. + +### 10. Task Distribution to Website Editor + +Updates to the presentation layer are routed to AI-driven website editors or headless CMS systems for autonomous generation of landing pages, blog posts, or documentation. + +--- + +## BlackRoad CLI v3 Layered Architecture + +The BlackRoad CLI v3 is the primary interface for system interaction, built upon a modular architecture. + +| Layer | Name | Responsibility | +|-------|------|----------------| +| 3 | Agents/System | Autonomous agent lifecycle management and system-level processes | +| 4 | Deploy/Orchestration | Infrastructure provisioning across cloud and local nodes | +| 5 | Branches/Environments | Ephemeral environments and git-branching logic for agentic code tests | +| 6 | Lucidia Core/Memory | Long-term context, state transitions, and simulation data storage | +| 7 | Orchestration | High-level task distribution logic powering the `@blackroad-agents` scaffold | +| 8 | Network/API | REST and GraphQL endpoints for the `@BlackRoadBot` routing matrix | + +A failure in Layer 8 (Network) does not affect the persistence of state in Layer 6 (Memory). + +--- + +## The @BlackRoadBot Routing Matrix + +When a user comments `@BlackRoadBot` on a GitHub issue or pull request, the bot identifies target platforms based on natural language intent. + +### Platform Integrations + +- **Salesforce**: Maps GitHub events to Salesforce objects (Cases, Custom Tasks) via Apex middleware. Data Cloud ingests telemetry from GitHub webhooks for real-time analytics. +- **Hugging Face**: Programmatic deployment of dedicated model endpoints for high-compute tasks exceeding local Pi cluster capacity. +- **Ollama**: Local API for routine tasks, exposed via Cloudflare Tunnel. +- **DigitalOcean**: Droplet lifecycle management via `doctl` within GitHub Actions. +- **Railway**: Ephemeral test environment deployments for feature branches. + +--- + +## roadchain Witnessing Architecture + +Every state transition—agent commits, bot routing actions—is hashed using SHA-256 and appended to a non-terminating witnessing ledger. This creates an immutable record of "what happened" rather than "what is true." + +--- + +## Rate Limit Mitigation Strategies -BlackRoad operates across 15 specialized GitHub organizations: +| Provider | Observed Limit | Mitigation Protocol | +|----------|---------------|---------------------| +| GitHub Copilot | RPM / Token Exhaustion | Redirect to local Raspberry Pi LiteLLM proxy | +| Hugging Face Hub | IP-based Rate Limit | Rotate HF_TOKEN or use authenticated SSH keys | +| Google Drive | Individual User Quota | Use Shared Drives with GSA "Content Manager" role | +| DigitalOcean API | Concurrent Build Limits | Queue tasks via Layer 7 Orchestration | +| Salesforce API | Daily API Request Cap | Batch updates via Data Cloud Streaming Transforms | -| Organization | Focus | -|--------------|-------| -| **BlackRoad-OS** | Core operating system, operator, infrastructure | -| **BlackRoad-AI** | AI models, routing, inference | -| **BlackRoad-Cloud** | Cloud services, deployment | -| **BlackRoad-Labs** | Research, experiments | -| **BlackRoad-Security** | Security tools, auditing | -| **BlackRoad-Foundation** | CRM, business tools | -| **BlackRoad-Media** | Content, publishing | -| **BlackRoad-Hardware** | IoT, ESP32, Pi projects | -| **BlackRoad-Education** | Learning, documentation | -| **BlackRoad-Gov** | Governance, voting | -| **BlackRoad-Interactive** | Games, 3D, metaverse | -| **BlackRoad-Archive** | Storage, backup | -| **BlackRoad-Studio** | Design, creative tools | -| **BlackRoad-Ventures** | Business, commerce | -| **Blackbox-Enterprises** | Enterprise solutions | +If a task fails at any scaffold layer, the system creates a GitHub Issue with detailed logs from Layer 6 (Lucidia Core). A "Reflect and Retry" plugin assesses the failure and resolves it by adjusting agent prompts or switching to a more robust inference model. --- @@ -157,5 +305,5 @@ This is the Operator pattern in miniature. Start with physics, extend to every d --- -*Last Updated: 2026-01-12* +*Last Updated: 2026-02-27* *BlackRoad OS, Inc. - Proprietary and Confidential* diff --git a/agent.json b/agent.json index f3769c6..5ee663c 100644 --- a/agent.json +++ b/agent.json @@ -6,5 +6,46 @@ "runners": "blackroad-fleet", "cost": "$0", "gateway": "http://octavia.local:8787", - "updated": "2026-02-23T22:49:06Z" + "scaffold": { + "name": "deca-layered", + "steps": [ + "initial-review", + "distribute-to-org", + "distribute-to-team", + "update-project", + "distribute-to-agent", + "distribute-to-repo", + "distribute-to-device", + "distribute-to-drive", + "distribute-to-cloudflare", + "distribute-to-website-editor" + ] + }, + "organizations": [ + "Blackbox-Enterprises", + "BlackRoad-AI", + "BlackRoad-Archive", + "BlackRoad-Cloud", + "BlackRoad-Education", + "BlackRoad-Foundation", + "BlackRoad-Gov", + "BlackRoad-Hardware", + "BlackRoad-Interactive", + "BlackRoad-Labs", + "BlackRoad-Media", + "BlackRoad-OS", + "BlackRoad-Security", + "BlackRoad-Studio", + "BlackRoad-Ventures" + ], + "cli_layers": { + "3": "agents-system", + "4": "deploy-orchestration", + "5": "branches-environments", + "6": "lucidia-core-memory", + "7": "orchestration", + "8": "network-api" + }, + "copilot_proxy": "http://raspberrypi.local:4000", + "updated": "2026-02-27T19:17:43Z" } diff --git a/profile/BLACKROAD_ARCHITECTURE.md b/profile/BLACKROAD_ARCHITECTURE.md index 899f8e5..aa69e2d 100644 --- a/profile/BLACKROAD_ARCHITECTURE.md +++ b/profile/BLACKROAD_ARCHITECTURE.md @@ -38,6 +38,28 @@ A Raspberry Pi cluster running specialized roles: Plus dev machines (Mac = "cecilia", iPhone = "arcadia") and edge devices (ESP32s, LoRa modules for future deployment). +### Local Inference via Raspberry Pi 5 Clusters + +The system utilizes clusters of Raspberry Pi 5 nodes to host local Large Language Models (LLMs). These models serve as the reasoning engine for the `@blackroad-agents` scaffold, replacing centralized API calls with local, private inference. + +| Component | Technical Specification | Functional Role | +|-----------|------------------------|-----------------| +| Compute Node | Raspberry Pi 5 (8GB LPDDR4X) | General Purpose Inference and Control | +| Inference Accelerator | Raspberry Pi AI Hat 2 (40 TOPS) | Dedicated INT8 LLM Processing | +| Network Layer | Gigabit Ethernet with PoE+ HAT | Synchronized Node Communication | +| Storage | NVMe SSD (M.2 Interface, 256GB+) | Model Weights and Agent Memory | +| Software Stack | LiteLLM Proxy / Ollama / llama.cpp | API Hosting and Load Balancing | + +#### Copilot Offloading Proxy Configuration + +To achieve seamless offloading, the system environment overrides the default GitHub Copilot endpoints. By setting the `GH_COPILOT_OVERRIDE_PROXY_URL` environment variable, all Copilot traffic is redirected to a local LiteLLM proxy running on the Pi cluster: + +```bash +export GH_COPILOT_OVERRIDE_PROXY_URL="http://raspberrypi.local:4000" +``` + +The LiteLLM proxy translates requests into an OpenAI-compatible format and distributes them across the cluster using a round-robin load-balancing strategy. + --- ## The Control Plane @@ -113,27 +135,153 @@ Ceiling: everyone who ever talks to AI. --- -## Organization Structure +## GitHub Enterprise Organizational Matrix + +The operational surface area is hosted at `https://github.com/enterprises/blackroad-os`. This enterprise-level abstraction provides governance and security boundaries for managing fifteen distinct organizations, each implementing the principle of least privilege. + +### Organization Domains and Architectural Alignment + +The fifteen organizations serve as the primary targets for the `@blackroad-agents` task distribution layer. + +| Organization | Primary Responsibility | Repository Examples | +|--------------|----------------------|---------------------| +| **Blackbox-Enterprises** | Corporate and Enterprise Integrations | blackbox-api, enterprise-bridge | +| **BlackRoad-AI** | Core LLM and Reasoning Engine Development | lucidia-core, blackroad-reasoning | +| **BlackRoad-Archive** | Long-term Data Persistence and Documentation | blackroad-os-docs, history-ledger | +| **BlackRoad-Cloud** | Infrastructure as Code and Orchestration | cloud-orchestrator, railway-deploy | +| **BlackRoad-Education** | Onboarding and Documentation Frameworks | br-help, onboarding-portal | +| **BlackRoad-Foundation** | Governance and Protocol Standards | protocol-specs, governance-rules | +| **BlackRoad-Gov** | Regulatory Compliance and Policy Enforcement | compliance-audit, regulatory-tools | +| **BlackRoad-Hardware** | SBC and IoT Device Management | blackroad-agent-os, pi-firmware | +| **BlackRoad-Interactive** | User Interface and Frontend Systems | blackroad-os-web, interactive-ui | +| **BlackRoad-Labs** | Experimental R&D and Prototyping | experimental-agents, quantum-lab | +| **BlackRoad-Media** | Content Delivery and Public Relations | media-engine, pr-automation | +| **BlackRoad-OS** | Core System Kernel and CLI Development | blackroad-cli, kernel-source | +| **BlackRoad-Security** | Auditing, Cryptography, and Security | security-audit, hash-witnessing | +| **BlackRoad-Studio** | Production Assets and Creative Tooling | lucidia-studio, creative-assets | +| **BlackRoad-Ventures** | Strategic Growth and Ecosystem Funding | tokenomics-api, venture-cap | + +Cross-organization repository access is managed via GitHub Apps (preferred over PATs for their short-lived, granular permissions and ability to act on behalf of an organization). + +--- + +## Domain Architecture and Cloudflare Integration + +The project manages eighteen primary domains orchestrated via Cloudflare. Cloudflare Tunnels securely expose local Raspberry Pi nodes to the public internet. + +| Domain | Functional Use Case | Associated Organization | +|--------|-------------------|------------------------| +| blackboxprogramming.io | Developer Education and APIs | Blackbox-Enterprises | +| blackroad.io | Core Project Landing Page | BlackRoad-OS | +| blackroad.company | Corporate and HR Operations | BlackRoad-Ventures | +| blackroad.me | Personal Agent Identity Nodes | BlackRoad-AI | +| blackroad.network | Distributed Network Interface | BlackRoad-Cloud | +| blackroad.systems | Infrastructure and System Ops | BlackRoad-Cloud | +| blackroadai.com | AI Research and API Hosting | BlackRoad-AI | +| blackroadinc.us | US-based Governance and Legal | BlackRoad-Gov | +| blackroadqi.com | Quantum Intelligence Research | BlackRoad-Labs | +| blackroadquantum.com | Primary Quantum Lab Interface | BlackRoad-Labs | +| lucidia.earth | Memory Layer and Personal AI | BlackRoad-AI | +| lucidia.studio | Creative and Asset Management | BlackRoad-Studio | +| roadchain.io | Blockchain and Witnessing Ledger | BlackRoad-Security | +| roadcoin.io | Tokenomics and Financial Interface | BlackRoad-Ventures | + +--- + +## The @blackroad-agents Deca-Layered Scaffold + +A ten-step scaffolding process triggered by the `@blackroad-agents` command defines the workflow for every task entered into the system. + +### 1. Initial Reviewer + +A high-level agent at Layer 6 (Lucidia Core) reviews the incoming request for clarity, security compliance, and resource availability. Determines intent and generates a preliminary execution plan. + +### 2. Task Distribution to Organization + +The task is routed to one of the fifteen BlackRoad organizations based on the functional domain best equipped to handle it (hardware, security, cloud, etc.). + +### 3. Task Distribution to Team + +Within the selected organization, the task is refined and distributed to a specific team. This layer handles human-in-the-loop (HITL) requirements, pausing for manual approval on high-risk operations. + +### 4. Task Update to Project + +The task is recorded in a GitHub Project board. Metadata (Request ID, timeline) is synchronized with Salesforce to maintain an enterprise-level audit trail. + +### 5. Task Distribution to Agent + +A specialized autonomous agent is instantiated or assigned (e.g., "fastapi-coder-agent", "doctl-infrastructure-agent"). Agents follow the Planner-Executor-Reflector design pattern. + +### 6. Task Distribution to Repository + +The agent identifies the target repository (e.g., blackroad-os-web) and creates a new branch following the GitHub Flow branching strategy. + +### 7. Task Distribution to Device + +Tasks requiring physical execution (firmware updates, droplet rebuilds) are routed to the device layer for offloading from centralized cloud to local hardware clusters. + +### 8. Task Distribution to Drive + +Artifacts (log files, reports, documentation) are distributed to Google Drive using a Service Account (GSA) pattern for consistent write access. + +### 9. Task Distribution to Cloudflare + +Network configuration changes (new tunnels, DNS record modifications) are executed to ensure newly deployed services are immediately reachable and secured. + +### 10. Task Distribution to Website Editor + +Updates to the presentation layer are routed to AI-driven website editors or headless CMS systems for autonomous generation of landing pages, blog posts, or documentation. + +--- + +## BlackRoad CLI v3 Layered Architecture + +The BlackRoad CLI v3 is the primary interface for system interaction, built upon a modular architecture. + +| Layer | Name | Responsibility | +|-------|------|----------------| +| 3 | Agents/System | Autonomous agent lifecycle management and system-level processes | +| 4 | Deploy/Orchestration | Infrastructure provisioning across cloud and local nodes | +| 5 | Branches/Environments | Ephemeral environments and git-branching logic for agentic code tests | +| 6 | Lucidia Core/Memory | Long-term context, state transitions, and simulation data storage | +| 7 | Orchestration | High-level task distribution logic powering the `@blackroad-agents` scaffold | +| 8 | Network/API | REST and GraphQL endpoints for the `@BlackRoadBot` routing matrix | + +A failure in Layer 8 (Network) does not affect the persistence of state in Layer 6 (Memory). + +--- + +## The @BlackRoadBot Routing Matrix + +When a user comments `@BlackRoadBot` on a GitHub issue or pull request, the bot identifies target platforms based on natural language intent. + +### Platform Integrations + +- **Salesforce**: Maps GitHub events to Salesforce objects (Cases, Custom Tasks) via Apex middleware. Data Cloud ingests telemetry from GitHub webhooks for real-time analytics. +- **Hugging Face**: Programmatic deployment of dedicated model endpoints for high-compute tasks exceeding local Pi cluster capacity. +- **Ollama**: Local API for routine tasks, exposed via Cloudflare Tunnel. +- **DigitalOcean**: Droplet lifecycle management via `doctl` within GitHub Actions. +- **Railway**: Ephemeral test environment deployments for feature branches. + +--- + +## roadchain Witnessing Architecture + +Every state transition—agent commits, bot routing actions—is hashed using SHA-256 and appended to a non-terminating witnessing ledger. This creates an immutable record of "what happened" rather than "what is true." + +--- + +## Rate Limit Mitigation Strategies -BlackRoad operates across 15 specialized GitHub organizations: +| Provider | Observed Limit | Mitigation Protocol | +|----------|---------------|---------------------| +| GitHub Copilot | RPM / Token Exhaustion | Redirect to local Raspberry Pi LiteLLM proxy | +| Hugging Face Hub | IP-based Rate Limit | Rotate HF_TOKEN or use authenticated SSH keys | +| Google Drive | Individual User Quota | Use Shared Drives with GSA "Content Manager" role | +| DigitalOcean API | Concurrent Build Limits | Queue tasks via Layer 7 Orchestration | +| Salesforce API | Daily API Request Cap | Batch updates via Data Cloud Streaming Transforms | -| Organization | Focus | -|--------------|-------| -| **BlackRoad-OS** | Core operating system, operator, infrastructure | -| **BlackRoad-AI** | AI models, routing, inference | -| **BlackRoad-Cloud** | Cloud services, deployment | -| **BlackRoad-Labs** | Research, experiments | -| **BlackRoad-Security** | Security tools, auditing | -| **BlackRoad-Foundation** | CRM, business tools | -| **BlackRoad-Media** | Content, publishing | -| **BlackRoad-Hardware** | IoT, ESP32, Pi projects | -| **BlackRoad-Education** | Learning, documentation | -| **BlackRoad-Gov** | Governance, voting | -| **BlackRoad-Interactive** | Games, 3D, metaverse | -| **BlackRoad-Archive** | Storage, backup | -| **BlackRoad-Studio** | Design, creative tools | -| **BlackRoad-Ventures** | Business, commerce | -| **Blackbox-Enterprises** | Enterprise solutions | +If a task fails at any scaffold layer, the system creates a GitHub Issue with detailed logs from Layer 6 (Lucidia Core). A "Reflect and Retry" plugin assesses the failure and resolves it by adjusting agent prompts or switching to a more robust inference model. --- @@ -157,5 +305,5 @@ This is the Operator pattern in miniature. Start with physics, extend to every d --- -*Last Updated: 2026-01-12* +*Last Updated: 2026-02-27* *BlackRoad OS, Inc. - Proprietary and Confidential* From 72534484a44ee5918509f69f558bc29087dff971 Mon Sep 17 00:00:00 2001 From: Alexa Amundson <118287761+blackboxprogramming@users.noreply.github.com> Date: Fri, 27 Feb 2026 14:05:02 -0600 Subject: [PATCH 3/4] Update BLACKROAD_ARCHITECTURE.md Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> --- BLACKROAD_ARCHITECTURE.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/BLACKROAD_ARCHITECTURE.md b/BLACKROAD_ARCHITECTURE.md index aa69e2d..53bc664 100644 --- a/BLACKROAD_ARCHITECTURE.md +++ b/BLACKROAD_ARCHITECTURE.md @@ -167,7 +167,7 @@ Cross-organization repository access is managed via GitHub Apps (preferred over ## Domain Architecture and Cloudflare Integration -The project manages eighteen primary domains orchestrated via Cloudflare. Cloudflare Tunnels securely expose local Raspberry Pi nodes to the public internet. +The project manages fourteen primary domains orchestrated via Cloudflare. Cloudflare Tunnels securely expose local Raspberry Pi nodes to the public internet. | Domain | Functional Use Case | Associated Organization | |--------|-------------------|------------------------| From 51fa900a6ae026b0a9d23bc68269c760e90aad09 Mon Sep 17 00:00:00 2001 From: Alexa Amundson <118287761+blackboxprogramming@users.noreply.github.com> Date: Fri, 27 Feb 2026 14:05:06 -0600 Subject: [PATCH 4/4] Update BLACKROAD_ARCHITECTURE.md Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> --- profile/BLACKROAD_ARCHITECTURE.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/profile/BLACKROAD_ARCHITECTURE.md b/profile/BLACKROAD_ARCHITECTURE.md index aa69e2d..53bc664 100644 --- a/profile/BLACKROAD_ARCHITECTURE.md +++ b/profile/BLACKROAD_ARCHITECTURE.md @@ -167,7 +167,7 @@ Cross-organization repository access is managed via GitHub Apps (preferred over ## Domain Architecture and Cloudflare Integration -The project manages eighteen primary domains orchestrated via Cloudflare. Cloudflare Tunnels securely expose local Raspberry Pi nodes to the public internet. +The project manages fourteen primary domains orchestrated via Cloudflare. Cloudflare Tunnels securely expose local Raspberry Pi nodes to the public internet. | Domain | Functional Use Case | Associated Organization | |--------|-------------------|------------------------|