[audit-workflows] Daily Agentic Workflow Audit — 2026-10-25

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Summary

The collected 23h 43m sample contains 557 workflow runs, including 498 executions. Success was 92.6% raw (92.9% excluding two intentional Daily Credit Limit Test failures); missing-tool count was zero. Prioritize the recurring AI Moderator failure hotspot and failures in the shared Handle agent failure step. The 30-day log request hit its count limit, so the trend charts show the latest observed sample only.

Key metrics

• Observed window: 2026-10-24 21:32:55–2026-10-25 21:16:14 UTC; 557 runs over 23h 43m.
• Executed runs: 498; 461 succeeded and 37 failed raw.
• Success rate: 92.6% raw; 92.9% after excluding two intentional Daily Credit Limit Test failures.
• Failures: 22 driver-exit failures and 15 agent-logic failures; 56 error events.
• Missing tools / warnings: 0 / 0.
• Engine usage: Copilot 188, Pi 174, Codex 82, Claude 42, Aider 3; other engines 9.
• Tokens: 76.4 million in run-level totals for the observed sample.

Findings

1. AI Moderator hotspot with a rollup discrepancy. The logs insight reports 31 failures across 38 AI Moderator runs. Confirmed no_jobs failure clusters identify 17 distinct AI Moderator runs in the same sample, so the two views do not reconcile. This matches the earlier audit's recurring AI Moderator and no-job rollup findings. Investigate representative no-job runs and align the failure summary with run-level evidence.
2. Shared failure handler errors recur. Handle agent failure failed after 16 driver exits and 10 agent-logic failures across multiple workflows. Review the conclusion path and keep initiating failures distinct from handler aftermath in reporting.
3. Work-queue dispatch failures. Process trusted work queue controls failed in the Daily Discussion Report Dispatcher and Smoke Work Queue Dispatcher; the smoke run also failed its verified-dispatch check. Review the shared validation contract and its smoke expectations.
4. 30-day coverage remains incomplete. The 30-day logs request reached its count limit after a narrow sample. The 7-day moving average and a full 30-day trend cannot be established from this data; improve pagination or collection coverage before using those charts for trend decisions. This is a recurring audit finding.

Trend charts

Workflow Health

The collected sample shows 461 successes and 37 raw failures, for 92.6% raw success and 92.9% after excluding the two intentional failures. Only the latest 24-hour sample is available, so the chart does not show a 30-day health trajectory.

Token Usage

Run-level usage totals 76.4 million tokens across the observed window, split across partial UTC dates (6.0M on Oct 24 and 70.4M on Oct 25). Fewer than seven complete daily buckets are available, so the 7-day moving average is unavailable and the 30-day view is incomplete.

Recommended actions

• Investigate AI Moderator no-job runs and reconcile the hotspot summary with confirmed run-level clusters.
• Review the shared Handle agent failure step and separate handler failures from original agent failures.
• Inspect the dispatcher validation failures and smoke-test expectations.
• Restore complete log pagination for reliable 24-hour and 30-day rollups.

References: AI Moderator run 40193211774 · Dispatcher run 40193973627 · Smoke Work Queue Dispatcher run 40202765536

Generated by 🔍 Agentic Workflow Audit Agent · codex · gpt60 · ~7 AIC · ⌖ ~1 AIC · ⊞ 16K · ◷

• expires on Oct 26, 2026, 1:44 PM UTC-08:00

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This discussion was automatically closed because it expired on 2026-10-26T21:44:10.853Z.

Closed by Workflow