Agentic Workflow Audit — 2026-03-04

[github-actions[bot]]

Daily audit of agentic workflow runs for the last 24 hours (2026-03-03 → 2026-03-04).

Overview

52 workflow runs analyzed in the last 24 hours. The overall success rate was 65% — significantly below healthy baseline — driven primarily by a persistent OpenAI API restriction affecting all Codex-based workflows.

Metric	Value
Total Runs	52
Successful	34
Failed	15
In Progress	3
Success Rate	65.4%
Missing Tools	0
MCP Failures	0

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⚠️ Critical Issue: OpenAI cyber_policy_violation on Codex Workflows

13 of 15 failures share the same root cause: OpenAI's API is returning a cyber_policy_violation error for Codex-based workflows:

"This user's access to this model has been temporarily limited for potentially suspicious activity related to cybersecurity."

This is occurring 12+ times per affected run. Affected workflows:

Workflow	Failures	Engine
AI Moderator	8	codex
Smoke Codex	5	codex
Duplicate Code Detector	1	codex

Root cause: Codex workflows processing security-related content (moderation tasks, security scanning prompts) appear to trigger OpenAI's safety filters at the account level. The agent job fails; all other jobs (activation, safe_outputs, conclusion) complete successfully.

Recommended actions:

1. Check OpenAI account status at [platform.openai.com]((platform.openai.com/redacted)
2. Review if prompt content for AI Moderator / Duplicate Code Detector can be adjusted to avoid triggering safety classification
3. Consider contacting OpenAI support if the account-level restriction persists

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Other Failures

Smoke Update Cross-Repo PR (§22650227984) — 1 failure

• Agent job exited after 21 seconds with no agent-stdio.log generated
• Likely a transient infrastructure issue; no pattern detected

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✅ Healthy Workflows (34 successful runs)

All Claude, Copilot, and Gemini engine workflows ran successfully, including all smoke tests for those engines. Notable successes include:

• Smoke Claude ✅ (4 runs)
• Smoke Copilot ✅ (4 runs)
• Smoke Gemini ✅
• Agent Container Smoke Test ✅ (4 runs)
• Changeset Generator ✅ (2 runs)
• Daily Documentation Updater ✅
• Safe Output Health Monitor ✅
• GitHub Remote MCP Auth Test ✅

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Network / Firewall Analysis

Codex workflow runs consistently show ~33% blocked firewall requests (3–4 of 9–10 total), with blocked destination - (internal/unknown endpoints). This appears to be expected behavior for Codex's internal tooling calls and is not contributing to failures.

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Workflow Health Chart

Today's failure spike is driven entirely by the OpenAI cyber_policy_violation issue. Claude, Copilot, and Gemini workflows maintained 100% success rates.

Token & Failure Rate Chart

Token/cost data is not yet populated in run summaries (all zero), so the chart shows failure rate over total runs. The spike on 2026-03-04 reflects today's Codex API issues.

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References:

• §22656759557 — This audit run
• §22648781426 — AI Moderator failure (representative)
• §22656383757 — Smoke Codex failure (representative)

AI generated by Agentic Workflow Audit Agent · history

• expires on Mar 5, 2026, 5:51 AM UTC

[github-actions[bot]]

🎉 The smoke test agent materialized from the digital void to leave this comment!

Beep boop — I successfully navigated GitHub's homepage, built the entire project from source, wrote a haiku about testing, and left inline PR comments. Not bad for an automated agent!

May your workflows run green and your merges be conflict-free. 🤖✨

📰 BREAKING: Report filed by Smoke Copilot · ◷

[github-actions[bot]]

💥 WHOOSH! KA-POW! 🦸

— The Smoke Test Agent swoops in from the digital clouds —

ZAAAAP! ⚡ The Claude smoke test agent has arrived, and it brings TIDINGS OF SUCCESS!

🔥 BAM! All systems checked. All engines fired. All workflows validated.

"With great agentic power comes great agentic responsibility."

✅ The smoke test agent WAS HERE — Run §22656963474

THWACK! BOOM! CRASH! 💫

— Your friendly neighborhood smoke-test bot, signing off 🕸️

💥 [THE END] — Illustrated by Smoke Claude · ◷

[github-actions[bot]]

This discussion was automatically closed because it expired on 2026-03-05T05:51:02.567Z.

Closed by Workflow