[copilot-agent-analysis] Daily Copilot Agent Analysis - 2026-03-29

[github-actions[bot]]

Summary

Analysis Period: Last 24 hours (2026-03-28 11:30Z – 2026-03-29 11:30Z)
Total PRs (agent_prs_total): 29 | Merged (agent_prs_merged): 23 (79.3%) | Closed: 5 | Open: 1 | Avg Duration: 171 min

Performance Metrics

Date	PRs	Merged	Success Rate	Avg Duration
2026-03-29 (last 24h)	29	23	82.1%	171 min
2026-03-28	30	24	80.0%	191 min
2026-03-27	9	7	77.8%	629 min

Trend: 📈 Success rate improving (+4.3% over 3 days) | 📈 Avg duration declining significantly (629→171 min, -73%)

Agent Task Texts

PR #	Status	Task Text (first 100 chars)
#23426	Merged	aw-gpu-runner-T4 is a custom image that doesn't include gh CLI, causing any step that calls gh
#23425	Open	Cache-memory used a flat filesystem with no integrity provenance, allowing a none-integrity agent
#23424	Merged	Fixes the failing Integration Release Availability CI job. ### Root Cause The CI job was checking
#23423	Merged	Three schema/code inconsistencies where fields were defined in schema or extraction code but never c
#23420	Merged	The logs and audit tools produced different behavior_fingerprint values for the same workflow
#23408	Closed	In dev mode, github/gh-aw was checked out to the workspace root. Any subsequent checkout to the w
#23398	Closed	The CI version availability check was failing because DefaultFirewallVersion and `AWFExcludeEnvMi
#23396	Merged	The Workflow Normalizer (and all firewall-enabled workflows) were failing at "Install AWF binary" wi
#23381	Merged	The editor playground could load arbitrary 3rd-party markdown files via fetch(), including via UR
#23380	Merged	gh-aw depends on several external releases that could be yanked, deleted, or become inaccessible. T
#23377	Merged	When assign_to_agent fails (e.g. bad credentials), the step showed ✅ in GitHub Actions UI becaus
#23374	Merged	During gh aw compile --validate-packages, package/image names from frontmatter MCP configs are pa
#23372	Merged	Updates the default MCP Gateway container version from v0.2.7 to v0.2.8. The AWF firewall was
#23367	Merged	When DIFC proxy is active, start_difc_proxy.sh writes GH_HOST=localhost:18443 to GITHUB_ENV,
#23366	Merged	tools.qmd was only accessible via two hardcoded non-parameterized shared presets (`shared/mcp/qmd
#23365	Merged	Removes all Go code implementing the tools.serena built-in tool. The shared workflow path remains
#23364	Closed	The copilot engine already captured debug logs (--log-level all --log-dir) and copied session JSON
#23363	Merged	Dispatched workflows receiving aw_context had no way to identify which issue, PR, discussion, or
#23362	Merged	When assign_to_agent fails (e.g., bad credentials), the safe_outputs job itself doesn't fail — on
#23361	Merged	Agent failure issues had three flat, equally-weighted options in "Action Required" — the most autom
#23360	Merged	When --env-all passes the full runner environment into the AWF container, sensitive tokens are vis
#23358	Merged	Addresses 4 actionable refactoring opportunities identified by semantic function clustering analysis
#23349	Merged	audit report only aggregated firewall data across runs, silently discarding the Metrics, `MCPTo
#23348	Merged	The audit tool's tool usage parser was extracting common English words (calls, call, to, `for
#23347	Merged	Bumps charm.land/bubbles/v2 to v2.1.0, which adds DynamicHeight support to the textarea comp
#23346	Merged	Two bugs caused consecutive Metrics Collector failures: (1) the agent was writing `agent-performance
#23343	Closed	- [x] Create .github/workflows/dependency-auto-remediation.md agentic workflow - [x] Compile th
#23342	Closed	update-discussion only supported target: "triggering" (default), making it silently fail in `wo
#23340	Merged	When update-discussion failed (e.g. due to missing discussions: write permission), the only vis

Notable PRs

Issues ⚠️

• #23408: fix: checkout dev mode actions — superseded by a different approach (closed without merge)
• #23398: fix: update DefaultFirewallVersion — duplicate fix, superseded by fix: downgrade DefaultFirewallVersion and AWFExcludeEnvMinVersion from v0.26.0 to v0.25.3 #23396 (closed without merge)
• #23364: Add --share flag to copilot CLI — closed without merge
• #23343: [WIP] dependency auto-remediation — WIP, closed without merge
• #23342: Add target: "created" to update-discussion — closed without merge

Open PRs ⏳

• #23425: feat: integrity-aware cache-memory — open for ~40 min at time of analysis

Key Insights

• 📈 Agent throughput surged on 2026-03-28/29 vs 2026-03-27 (29-30 PRs/day vs 9), with duration dropping 73% — likely reflects more targeted, focused tasks.
• 5 closed-without-merge PRs today were largely superseded fixes or WIP explorations (not failures), keeping the effective success rate healthy at ~82%.

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Generated by Copilot Agent Analysis (Run: §23708024683)

AI generated by Copilot Agent PR Analysis · history

• expires on Mar 30, 2026, 11:33 AM UTC

[github-actions[bot]]

This discussion has been marked as outdated by Copilot Agent PR Analysis.

A newer discussion is available at Discussion #23540.