DeepReport Intelligence Briefing - 2026-03-26

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Executive Summary

Repository agent activity is high and mostly healthy at the workflow-execution layer, but operational signal quality is degraded by issue churn and report duplication. In the last 7 days, discussion output remained heavily audit-centric (29 of 36 updates), while issue volume stayed high (262 created vs 255 closed in the last 3 days).

The largest reliability concern in current telemetry is Daily News, with 2 failures in its last 5 sampled runs (40%). In parallel, issue hygiene still shows persistent noise: 26 open [aw] ... failed issues and 8 open Daily Status Report issues, many stale or superseded.

Three quick-win issues were created to reduce this noise and improve run stability immediately.

Pattern Analysis

Positive patterns

• Broad latest-run sample is clean: 40 recent runs with no reported errors, warnings, or missing tools.
• Issue Monster and AI Moderator both have stable fast-path behavior in many runs (read-only, low-duration outcomes).

Concerning patterns

• Workflow-failure issue accumulation: 26 open [aw] ... failed issues, with stale carryover.
• Daily status issue duplication: multiple open variants for the same date (Updated, Final, Evening) remain open.
• Daily News reliability and behavior drift (write/read posture changes, variable duration and turns).

Emerging patterns

• Token/turn volatility is now concentrated in selective write-capable runs rather than constant across all runs.
• Discussion coverage is drifting toward audits over synthesis/reporting categories.

Trend Intelligence

• Discussions (7d): 36 updated; category mix = audits 29, announcements 6, daily-news 1.
• Weekly issues: 500 total; 79 open / 421 closed.
• Last 3d issue flow: 262 created / 255 closed (near-balanced, slight positive backlog pressure).
• Open issue quality: 6 unlabeled open, 14 stale open (>3d), 52 open without assignee.
• AI Moderator (sample 8): 1 failure (12.5%), otherwise stable fast runs.
• Issue Monster (sample 8): 595,078 tokens, turns range 0-8, no failures in sample but notable variance.
• Daily News (sample 5): 2 failures (40%), duration and posture drift.

Notable Findings

• Exciting: sampled high-frequency moderation/response paths are mostly stable and fast.
• Suspicious: high number of open workflow-failure issues indicates cleanup automation gaps rather than purely runtime instability.
• Anomaly: Daily News has much higher failure rate than neighboring workflows in the same window.

View Detailed Evidence

• Open daily status report issues: 8 (6 stale >3d)
• Open [aw] ... failed issues: 26 (5 stale >3d)
• Issue Monster sampled tokens: 595,078 over 8 runs
• Daily News sampled outcomes: success, success, failure, success, failure

Predictions and Recommendations

• Without dedupe/cleanup automation, issue noise will keep rising even when workflow health remains acceptable.
• Daily News likely continues to flap until run-mode and prompt guardrails are tightened.
• Issue triage pressure will persist unless stale failure closure is automated after successful reruns.

Recommended focus:

1. Add deterministic closure for superseded daily status issues.
2. Auto-close stale [aw] ... failed issues when newer successful evidence exists.
3. Stabilize Issue Monster write-path decision logic to reduce token/turn variance.

Actionable Agentic Tasks (Quick Wins)

Exactly 3 issues were created:

1. [deep-report] Auto-close superseded Daily Status Report issues

• Expected impact: reduce duplicate report threads and stale status noise.
• Effort: Fast (< 30 min).

2. [deep-report] Auto-resolve stale [aw] failed issues after successful reruns

• Expected impact: keep failure backlog focused on active incidents.
• Effort: Medium (1-4 hours).

3. [deep-report] Stabilize Issue Monster run variance and reduce token spikes

• Expected impact: lower run volatility and improve predictability/cost stability.
• Effort: Medium (1-4 hours).

Source Attribution

• Discussions analyzed: /tmp/gh-aw/discussions-data/discussions.json (100 total, 36 updated in last 7d)
• Issues analyzed: /tmp/gh-aw/weekly-issues-data/issues.json (500 total)
• Workflow logs analyzed: /tmp/gh-aw/aw-mcp/logs
• Repo memory updated: /tmp/gh-aw/repo-memory/default/memory/deep-report/

References:

• §23603033388
• §23587071465
• §23594395837

AI generated by DeepReport - Intelligence Gathering Agent · history

• expires on Apr 2, 2026, 3:47 PM UTC

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