You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
Repository activity remains strong with high automation coverage and heavy reporting volume across the last 7 days. The latest audit shows an 84.6% success rate across agentic runs, while safe-outputs health is stable at 94.1% with only a single workflow-specific error. Code quality remains high (82/100) and test-to-source ratio is excellent (2.33x), but churn stability continues to drag the score due to heavy doc/spec activity and frequent schema edits.
The most critical operational gap is observability: all MCP-enabled runs are missing gateway.jsonl artifacts, which blocks tool-level telemetry. Firewall data is present but shows a 43.4% block rate with all blocks attributed to the - placeholder (pre-DNS/loopback). Token usage is down versus the prior 30-day baseline, yet CI Failure Doctor still dominates token share (30.2%).
📊 Pattern Analysis
Positive patterns
Safe outputs reliability remains high with only one localized error.
Test coverage continues to exceed the 2.0x target, sustaining a strong engineering quality signal.
Automated triage effectiveness remains high, with clean labeling and 100% success for prior runs.
Code quality: 813,810 LOC, quality score 82/100; test-to-source 2.33x; churn +61,372 net lines over 7 days.
Copilot tokens (30d): 119,326,605 tokens across 83 runs; CI Failure Doctor uses 30.2% of total tokens.
Issues dataset (last 7d): 500 total, 27 open; 78 unlabeled (4 open). Last 3 days show near-perfect balance (416 created vs 417 closed).
Workflow Logs Snapshot (Limited Sample)
The workflow logs tool timed out on larger samples; only the latest 10 runs were retrieved successfully. Summary for those 10 runs: 54.2m duration, 49,746,131 tokens, ~$2.50 cost, 2 errors, 0 warnings.
Runs in sample:
DeepReport - Intelligence Gathering Agent
Daily Copilot PR Merged Report
Daily Testify Uber Super Expert
Smoke macOS ARM64
Agent Container Smoke Test
Smoke Project
Smoke Temporary ID
Smoke Claude
Smoke Codex
Changeset Generator
🚨 Notable Findings
MCP gateway telemetry is absent across all MCP-enabled workflows (gateway.jsonl missing), which blocks tool-level analysis.
Firewall block rate is high (43.4%) but concentrated in the pre-DNS - bucket; no suspicious named domains observed.
CI Failure Doctor is the top token consumer at 30.2% of 30-day usage.
UX review identifies quick-start heading hierarchy and CLI heading emoji as low-effort, high-visibility doc fixes.
Schema consistency reports flag 8 inconsistencies, including a high-severity engine.firewall location mismatch.
🔮 Predictions and Recommendations
If gateway.jsonl export is restored, observability coverage should return to near-100% for MCP runs and reduce debugging time.
Continued high churn without consolidation will keep the quality score capped; expect churn stability to remain the lowest component unless batching or freeze windows are introduced.
Token costs will remain sensitive to CI Failure Doctor unless scoped or rate-limited; optimization there will yield outsized gains.
Recommendations
Restore MCP gateway artifacts as a top priority to re-enable tool-level telemetry.
Schedule a doc polish pass focused on onboarding and navigation consistency.
Monitor CI Failure Doctor for opportunities to trim prompt or scope.
✅ Actionable Agentic Tasks (Quick Wins)
The following 3 issues were created in this run:
Restore MCP gateway.jsonl artifacts for MCP-enabled workflows.
reacted with thumbs up emoji reacted with thumbs down emoji reacted with laugh emoji reacted with hooray emoji reacted with confused emoji reacted with heart emoji reacted with rocket emoji reacted with eyes emoji
Uh oh!
There was an error while loading. Please reload this page.
-
🔍 Executive Summary
Repository activity remains strong with high automation coverage and heavy reporting volume across the last 7 days. The latest audit shows an 84.6% success rate across agentic runs, while safe-outputs health is stable at 94.1% with only a single workflow-specific error. Code quality remains high (82/100) and test-to-source ratio is excellent (2.33x), but churn stability continues to drag the score due to heavy doc/spec activity and frequent schema edits.
The most critical operational gap is observability: all MCP-enabled runs are missing
gateway.jsonlartifacts, which blocks tool-level telemetry. Firewall data is present but shows a 43.4% block rate with all blocks attributed to the-placeholder (pre-DNS/loopback). Token usage is down versus the prior 30-day baseline, yet CI Failure Doctor still dominates token share (30.2%).📊 Pattern Analysis
Positive patterns
Concerning patterns
gateway.jsonlcoverage), reducing troubleshooting depth.-placeholder.Emerging patterns
📈 Trend Intelligence
-placeholder.Workflow Logs Snapshot (Limited Sample)
The workflow logs tool timed out on larger samples; only the latest 10 runs were retrieved successfully. Summary for those 10 runs: 54.2m duration, 49,746,131 tokens, ~$2.50 cost, 2 errors, 0 warnings.
Runs in sample:
🚨 Notable Findings
gateway.jsonlmissing), which blocks tool-level analysis.-bucket; no suspicious named domains observed.engine.firewalllocation mismatch.🔮 Predictions and Recommendations
gateway.jsonlexport is restored, observability coverage should return to near-100% for MCP runs and reduce debugging time.Recommendations
✅ Actionable Agentic Tasks (Quick Wins)
The following 3 issues were created in this run:
gateway.jsonlartifacts for MCP-enabled workflows.📚 Source Attribution
Discussions analyzed (last 7 days)
Workflow logs analyzed
Repository issues data
/tmp/gh-aw/weekly-issues-data/issues.jsonRepo memory used
memory/deep-report/known_patterns.md,trend_data.md,flagged_items.md(last updated 2025-12-27)References:
Beta Was this translation helpful? Give feedback.
All reactions