[copilot-session-insights] Daily Copilot Agent Session Analysis — 2026-06-10

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🤖 Copilot Agent Session Analysis — 2026-06-10

Executive Summary

Today is a strong recovery from yesterday's absolute-floor zero-day. Completion jumped 0% → 40% (20 genuine successes), and real run durations resumed (28 of 50 sessions had non-zero duration vs. all-zero gate-capture on 06-09). Activity is concentrated in a single AI-credits / OpenTelemetry feature stream across three copilot/* branches. Orphaned-branch escalation remains healthy at 0% vs. the ~40% historical baseline.

⚠️ Data caveat: Conversation transcripts remain unavailable (18th+ consecutive day, OAuth token error). True behavioral, loop, and prompt-quality analysis is not possible — all metrics below are derived from CI/workflow-run metadata only.

Key Metrics

Metric	Value	Trend
Total Sessions	50	→
Successful Completions	20 (40%)	↑ (from 0% on 06-09)
Failed / Gate-swept (action_required)	22 (44%)	↓
Cancelled / Skipped	2 / 2	→
In-progress	4 (8%)	→
Average Duration	2.41 min	↑ (real durations resume)
Median Duration (non-zero)	2.9 min	↑
Loop Detection Rate	N/A (logs unavailable)	—
Context Issues	N/A (logs unavailable)	—
Orphaned Branch Rate	0%	→ (healthy vs. 40% baseline)

📈 Session Trends Analysis

Completion Patterns

Completion rebounded sharply to 40% after the 06-09 zero-day, tying 05-27 as one of the higher days in the 21-day window and landing well above the recent ~9% 7-day average. The pattern remains bimodal — strong days (06-10, 05-23, 05-26) interleaved with floor days — indicating completion is gated by which feature stream is active rather than by a steady underlying trend.

Duration & Efficiency

Average duration recovered to 2.41 min (median 2.9 min) as sessions actually executed rather than being captured at gate-trigger as 0-duration snapshots on 06-09. The longest session — "Addressing comment on PR #38279" at 18.85 min — completed successfully, and a "Running Copilot cloud agent" run succeeded at ~13 min, reversing the cloud-agent failures seen on 06-08. The loops series is shown as 0 only because transcript logs are unavailable; it is not a measured zero.

Success Factors ✅

1. Single coherent feature stream: All 50 sessions belong to one AI-credits/OTel workstream (3 branches). Focused work correlates with the day's 40% success — the investigate-ai-credits-otel-backends branch alone produced 14 of 20 successes.
2. PR-comment iteration loop: All three "Addressing comment on PR emit gh-aw.aic as OTLP Sum metric for backend-native consumption #38279" runs succeeded (9.9–18.85 min), suggesting the review-feedback cycle on this PR is productive.
3. Lightweight gates pass quickly: Smoke CI, CJS, and Doc Build - Deploy successes mostly completed in <5 min, indicating fast-feedback gates are not bottlenecking the stream.

Failure Signals ⚠️

1. action_required dominance on the newest branch: investigate-missing-ai-credit-data shows 12 action_required + 4 in-progress against only 2 successes — a branch still early in its gate cycle, not yet converging.
2. Gate fan-out cost: Each branch triggers a ~7-workflow CI fan-out (Agentic Commands 7, Q 7, Smoke CI 7, CJS 6, Doc Build 5), so a single push generates many action_required rows that depress the raw completion ratio.
3. No behavioral visibility: With transcripts unavailable for 18+ days, genuine failure-mode detection (loops, context confusion, error recovery) cannot be performed — a persistent blind spot.

Prompt Quality Analysis 📝

Per-Prompt Breakdown

Conversation transcripts are unavailable, so prompt-quality scoring from the agent's reasoning is not possible this run. The only proxy signal is branch/PR naming, which is consistently descriptive and task-scoped (e.g. investigate-ai-credits-otel-backends, add-rendering-of-steering-messages). Descriptive, single-purpose branch names continue to correlate with the focused, higher-completion days observed in the trend data.

Orphaned Branch Escalation Alerts 🚨

Branches with ≥5 simultaneous gate firings and no Copilot agent assigned for >2 hours.

Summary

• Orphaned Branches Today: 0 out of 8 open PRs (0%)
• Historical Baseline: ~40% orphaned rate
• Status: ✅ NORMAL (well below the 50% elevated-waste threshold)

Escalation Candidate Details

✅ No orphaned branches exceed the escalation threshold today.

All 3 in-progress workflow runs are on main (not PR branches), so no PR branch carries an active gate sweep. Of 8 open PRs, 7 are Copilot-assigned and 1 (#37863 derive-push-branch-from-pr) is unassigned but carries 0 in-progress gates and is therefore not an escalation candidate.

CI Waste Estimate

• Orphaned gate-hours today: 0 gate-hours (no orphaned PR-branch gates)
• Recoverable capacity: None needed — orphan rate is at floor.

Notable Observations

Branch, Gate, and Diagnostics Detail

Branch Concentration

Branch	Sessions	Success	action_required	in_progress
copilot/investigate-ai-credits-otel-backends	24 (48%)	14	8	0
copilot/investigate-missing-ai-credit-data	20 (40%)	2	12	4
copilot/add-rendering-of-steering-messages	6 (12%)	4	2	0

Gate Footprint (workflow runs)

Agentic Commands 7 · Q 7 · Smoke CI 7 · CJS 6 · Doc Build - Deploy 5 · Addressing comment on PR #38279 3 · others 1–2 each.

Loop / Context / Tool Usage

Not measurable — conversation transcripts unavailable (OAuth token error, 18th+ consecutive day). Loop detection, context-confusion detection, and tool-usage analysis all require the agent's internal monologue, which was not delivered to this run.

Experimental Analysis

Standard analysis only — no experimental strategy this run (random roll = 41, threshold < 30).

Actionable Recommendations

For Users Writing Task Descriptions

1. Keep one branch per feature stream: The focused AI-credits stream produced today's recovery. Continue scoping branches to a single investigation rather than mixing concerns.
2. Resolve PR-comment threads promptly: The "Addressing comment on PR emit gh-aw.aic as OTLP Sum metric for backend-native consumption #38279" cycle succeeded repeatedly — fast review-feedback turnaround is paying off.

For System Improvements

1. Restore conversation-log access (High impact): An 18+ day OAuth outage has blinded every behavioral metric. Fixing the token error is the single highest-leverage improvement available.
2. Separate "gate-sweep" rows from "agent sessions" (Medium impact): Counting all 50 CI workflow runs as "sessions" makes completion rate track CI fan-out, not agent success. Distinguishing the two would yield a truer completion signal.

For Tool Development

1. Conversation transcript fetch — needed in 18+ consecutive sessions; without it, loop/context/prompt analysis is impossible.

Historical Trends and Statistical Summary

Trends Over Time

• Completion rate: 0% (06-09) → 40% (06-10); above the recent ~9% 7-day average; bimodal regime persists.
• Average duration: 0.0 min → 2.41 min; real executions resumed.
• Orphan rate: stable at 0% for the third+ consecutive day vs. 40% baseline.

Statistical Summary

Total Sessions Analyzed:     50
Successful Completions:      20 (40%)
Failed (action_required):    22 (44%)
Cancelled:                    2 (4%)
Skipped:                      2 (4%)
In-Progress:                  4 (8%)

Average Session Duration:    2.41 min
Median Session Duration:     2.9 min (non-zero)
Longest Session:             18.85 min (Addressing comment on PR #38279, success)
Shortest (non-zero):         0.12 min

Loop Detection:              N/A (transcripts unavailable)
Context Issues:              N/A (transcripts unavailable)

Orphaned Branches:           0 of 8 open PRs (0%)
In-progress runs on main:    3

Next Steps

• Restore Copilot conversation-log (OAuth) access to unblock behavioral analysis
• Monitor investigate-missing-ai-credit-data for convergence (currently 2/20 success, 4 in-progress)
• Schedule follow-up analysis tomorrow

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Analysis generated automatically on 2026-06-10.
Run ID: §27261842808
Workflow: Copilot Session Insights

References:

• §27261842808

Generated by 📊 Copilot Session Insights · 212.9 AIC · ⌖ 24.4 AIC · ⊞ 20.6K · ◷

• expires on Jun 11, 2026, 12:25 AM UTC-08:00