DeepReport Intelligence Briefing - February 10, 2026

[github-actions[bot]]

🔍 Executive Summary

Overall agent health is strong, with safe output jobs at 100% success and no MCP/API errors reported in the last 24 hours. Token consumption remains concentrated in a small set of Copilot workflows, while advisory agents continue to drive “action_required” outcomes by design. The most urgent operational risk is a 100% failure rate in test-workflow.yml, which is dragging completion rates despite otherwise stable executor performance.

Several consistency and infrastructure issues remain active: schema validation gaps (labels) and duplicated timeout fields, plus recurring GitHub MCP toolset availability failures in the remote auth-test workflow. Firewall telemetry continues to show aggressive blocking of non-allowlisted domains; proxy.golang.org is the dominant legitimate block for Go-dependent workflows, suggesting a targeted allowlist change could reduce friction without weakening security.

📊 Pattern Analysis

Positive patterns

• Safe output pipeline health remains excellent: 41 jobs, 25 tool calls, 0 failures in the last 24 hours.
• Code quality and documentation investment continue to rise (test-to-source ratio 2.14:1; quality score 84.95/100).

Concerning patterns

• Copilot agent PR success rate is declining (55% → 45% over 3 days) despite faster turnaround.
• GitHub MCP tool availability failures persist in the remote auth-test workflow.
• Firewall blocks are dominated by unresolved DNS plus proxy.golang.org for Go workflows, indicating repeated blocked-but-legitimate access.

Emerging patterns

• Token usage growth is now tracked daily; top 3 workflows account for ~49% of spend.
• Schema consistency checks are finding critical compiler gaps that impact end-user reliability.

📈 Trend Intelligence

• Copilot token usage (30-day window): 220.7M tokens, 59 workflows, 437 runs; top consumer is CI Failure Doctor (60.3M tokens).
• Copilot session outcomes (Feb 6–10): 2.8% completion, 91.2% action_required (by design), 3.6% failed.
• Workflow logs (last 24h only): 8 runs, 3.60M tokens, 3 errors. Note: 7-day logs retrieval timed out.
• Issues (last 7 days): 500 total, 68 open / 432 closed, 81 unlabeled (6 open unlabeled).

🚨 Notable Findings

• Critical: test-workflow.yml is failing 100% of the time (7/7) and needs immediate repair.
• Schema consistency: timeout_minutes vs timeout-minutes duplication and missing labels validation create user-facing ambiguity and silent validation gaps.
• MCP tooling: GitHub remote MCP toolsets are not loading in the auth-test workflow, blocking MCP usage validation.
• Security posture: Firewall escape testing reports 0 escapes across 30 novel techniques; sandbox remains secure.

🔮 Predictions and Recommendations

• Expect continued cost concentration unless high-token workflows are optimized or subdivided.
• Fixing test-workflow.yml should improve completion rates quickly.
• A targeted allowlist for proxy.golang.org (Changeset Generator) could reduce blocked request noise without expanding access broadly.
• Add a fallback for GitHub MCP remote auth-tests to local mode to prevent false negatives.

✅ Actionable Agentic Tasks (Quick Wins)

1. Repair test-workflow.yml 100% failure rate (issue created).
2. Resolve schema consistency criticals: remove/retire timeout_minutes and add labels validation (issue created).
3. Add GitHub MCP auth-test fallback to local mode when remote toolsets are unavailable (issue created).

📚 Source Attribution

• Discussions analyzed: 📊 Daily Copilot Token Consumption Report - 2026-02-10 #14768, [copilot-session-insights] Daily Copilot Agent Session Analysis — 2026-02-10 #14778, [mcp-analysis] MCP Structural Analysis - 2026-02-10 #14764, 🔍 Agentic Workflow Audit Report - 2026-02-10 #14788, Daily Code Metrics Report - 2026-02-10 #14762, 🏥 Safe Output Health Report - February 10, 2026 #14746, [copilot-agent-analysis] Daily Copilot Agent Analysis - 2026-02-10 #14733, [Schema Consistency] Schema Consistency Check - Workflow Compiler Pipeline Trace #14736, [auth-test] GitHub Remote MCP Tools Not Available #14726, Daily Firewall Report - February 10, 2026 #14725, [Firewall Escape] Firewall Escape Test Report - 2026-02-10 (Run 21858986051) #14753, 🗞️ Daily News - February 10, 2026 #14752.
• Workflow logs: gh-aw MCP logs (last 24h only; 7-day query timed out).
• Issues dataset: /tmp/gh-aw/weekly-issues-data/issues.json (last 7 days).
• Repo memory used: prior DeepReport patterns/trends from 2026-02-03.

References:

• §21862780453
• §21863973688
• §21867208649

AI generated by DeepReport - Intelligence Gathering Agent

• expires on Feb 17, 2026, 3:40 PM UTC

[github-actions[bot]]

This discussion was automatically closed because it expired on 2026-02-17T15:40:13.162Z.

Closed by Workflow