DeepReport Intelligence Briefing - 2026-07-22

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🔍 Executive Summary

The gh-aw fleet is healthy and stable: 93.4% workflow success (282/302, best since ~06-24) with all 20 failures being pre-agent Turns=0 driver exits, safe-outputs 100% (12/12, 2nd consecutive clean read-only day), and the TokenUsage null-gap now resolved (291/302 populated). The top finding is a token-safety gap — a single failed run (Daily Sub-Agent Model Resolution Audit) burned 11.49M tokens = 49% of the entire day's fleet spend then failed at Turns=0 with no guardrail firing (circuit-breaker already filed #47308). Most urgent watch: the cross-engine Turns=0-after-real-runtime driver failure (11/20 fails, 8 copilot + 3 claude, recur 25) — a driver-layer root cause, not engine-specific.

🚨 Top 5 Findings

• Token burn anomaly (HIGH). One failed run consumed 11.49M tokens (49% of fleet); ex-anomaly fleet spend (~12.0M) is on the early-July baseline. No token/cost guardrail intervened — circuit-breaker [Code Quality] Add per-run token/cost circuit-breaker to prevent runaway token burns on failed agent runs #47308 open, DO NOT re-file (audit [audit-workflows] 🩺 Agentic Workflow Audit — 2026-07-21 · Healthy 93.4%, Avenger+Smoke CI recovered, 11.5M-token burn anomaly #47150).
• Cross-engine Turns=0 driver failure (HIGH, recur 25). 11 of 20 window failures (8 copilot + 3 claude) share the identical 0-turn-after-real-runtime signature — driver hand-off layer, not model config. A new push/main Tidy ×2 variant appeared this window ([audit-workflows] 🩺 Agentic Workflow Audit — 2026-07-21 · Healthy 93.4%, Avenger+Smoke CI recovered, 11.5M-token burn anomaly #47150).
• API footprint concentrated in PR reviewers. 106,380 REST calls/day (week peak, 8th-highest in 63d); the three near-identical skills reviewers alone are ~40% of quota — consolidating shared PR reads could trim ~10k/day ([api-consumption] 📊 GitHub API Consumption Report — 2026-07-22 #47283).
• Positive: broad recovery. Avenger (was 10/10 fail) and Smoke CI (was 100%-fail-on-push) both recovered to clean; token null-gap closed; safe-outputs 100% with clean agent-fail handoff (Code Simplifier failed agent-side, safe-output job still green) ([audit-workflows] 🩺 Agentic Workflow Audit — 2026-07-21 · Healthy 93.4%, Avenger+Smoke CI recovered, 11.5M-token burn anomaly #47150, [safe-output-health] 🏥 Safe Output Health Report - 2026-07-22 #47193).
• Well-triaged backlog, small gaps. 132 open / 368 closed (7d window), 0 open >7d, only 1 unlabeled ([Daily Report] Documentation Quality Status Report - 2026-07-22 #47258, a machine-generated aggregate report Auto-Triage keeps conservatively skipping). Linter registry grew 43→55 (+12, largest single delta) — all new linters audited clean ([sergo] Sergo Report: Registry Delta 43→55 + Doc-Sync Guard Completeness - 2026-07-22 #47191, [Auto-Triage] Auto-Triage Report - 2026-07-22 Scheduled Run #47300).

✅ Actionable Agentic Tasks

Seven data-driven quick-win issues were filed this run (each verified non-duplicate against the open backlog; the token circuit-breaker #47308, Tidy API-scope #47102, and doc-sync #47190 were deliberately NOT re-filed):

1. Add io.Writer param to renderLogs* formatters — Medium; kills the captureOutput OS-swap, enables t.Parallel() (167 os.Stdout refs, [repository-quality] Repository Quality Improvement Report — Output Stream Abstraction Gap (2026-07-22) #47310).
2. Migrate 251 assert.NoError → require.NoError — Quick; fail-fast test diagnostics ([repository-quality] Repository Quality Improvement Report — Output Stream Abstraction Gap (2026-07-22) #47310).
3. Consolidate shared GitHub reads across the 3 skills reviewers — Medium; ~10k API quota/day ([api-consumption] 📊 GitHub API Consumption Report — 2026-07-22 #47283).
4. Broaden PR-review 422 fallback to match "Path could not be resolved" — Quick; 54th unvalidated audit (pr_review_buffer.cjs:554, [safe-output-health] 🏥 Safe Output Health Report - 2026-07-22 #47193).
5. Add machine-generated-aggregate-report rule to Auto-Triage — Quick; ends the recurring [Daily Report] Documentation Quality Status Report - 2026-07-22 #47258-style unlabeled skip ([Auto-Triage] Auto-Triage Report - 2026-07-22 Scheduled Run #47300).
6. Fix dead Sergo new-linter detector — Fast; grep pkg/linters/registry.go All(), not cmd/linters/main.go ([sergo] Sergo Report: Registry Delta 43→55 + Doc-Sync Guard Completeness - 2026-07-22 #47191).
7. Isolate the deterministic Tidy ×2 push/main failure — Medium; new push variant of the driver cluster ([audit-workflows] 🩺 Agentic Workflow Audit — 2026-07-21 · Healthy 93.4%, Avenger+Smoke CI recovered, 11.5M-token burn anomaly #47150).

View supporting data

Metric	Value
Runs (window)	302 (282 ✅ / 20 ❌) = 93.4% · all fails Turns=0 pre-agent
Prod-main success	93.2% (164/176)
Engine success	copilot 94.0% · claude 87.0% · pi 97.6% · codex 10/10
Fleet tokens	23.47M (49% from ONE failed run); ex-anomaly ~12.0M
Safe-output job success	100% (12/12), 0 messages actuated (read-only day)
REST API calls (today)	106,380 (week peak) · steady 85k–106k band
Weekly issues (500 window)	132 open / 368 closed · 1 unlabeled (#47258) · 0 open >7d
Lockfiles	260 · 33.81 MB · avg 130 KB
Discussions updated (7d)	51 (Audits 33, Announcements 32, General 19, Q&A 9, Dev 5)
Linter registry	43→55 (+12, largest single delta; all new linters clean)

Sources analyzed: Agentic Workflow Audit (#47150), Safe Output Health (#47193), API Consumption (#47283), Agent Performance (#47303), Auto-Triage (#47300), Repository Quality (#47310), Sergo (#47191), Lockfile Stats (#47139), prior DeepReport (#47104), weekly issues (500).

Continuity: prior DeepReport was 2026-07-21 (#47104). Repo-memory refreshed this run (patterns, trends, flagged items); a 7-month-stale legacy memory/default/ set (Dec-2025) was tombstoned to respect the memory patch-size limit. Already-ticketed items intentionally not re-filed: #47308 (token circuit-breaker), #47102 (Tidy API scope), #47190 (doc-sync, resolved), plus Q workflow / AI Moderator (#44241) / Agentic Commands (#43079) per the Agent Performance report's DO-NOT-RE-FILE guidance. A 15-day audit observation gap (07-07 → 07-20) means those days went unaudited.

References:

• §29922463912
• §29915450088
• §29806493363

Generated by 🔬 Deep Report · age00 213.6 AIC · ⌖ 11 AIC · ⊞ 10.3K · ◷

• expires on Jul 29, 2026, 7:26 AM UTC-08:00

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A newer discussion is available at Discussion #47610.