failure-triage

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patchrail / patchrail

Local-first maintainer automation: explain CI failures, queue agent work, and ship safer OSS releases.

python cli open-source log-analysis continuous-integration ci sqlite devtools ci-cd maintenance developer-tools release-automation github-actions local-first issue-triage failure-triage

Updated Jul 23, 2026
Python

patchrail / ci-triage-action

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GitHub Action: classify failed CI logs locally and link the PatchRail /fix remediation guide. Read-only, no PR/comment.

python cli log-analysis continuous-integration ci devtools github-actions local-first ci-triage ci-failure failure-triage patchrail

Updated Jul 19, 2026
Python

zthyhy123-prog / ci-evidence

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Read-only GitHub Action that turns one failed job log into a compact, line-cited JSON and Markdown evidence packet. Deterministic by default; optional OpenAI analysis is CLI-only.

github-api typescript log-analysis continuous-integration ci developer-tools maintainer-tools github-actions openai-api failure-triage ci-logs ci-debugging ci-failure-analysis

Updated Aug 24, 2026
TypeScript

nevans-ai-qa-claude / ai-qa-failure-triage

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On this task an LLM did not beat free deterministic clustering. Clustering is worth +60.6 macro F1 over the majority floor at zero cost; adding claude-opus-5 cost 11.9 macro F1 and $0.31. Measured against a published corpus. Project 1 of an AI-in-QA portfolio.

python test-automation classification measurement triage sdet quality-engineering llm ai-testing failure-triage

Updated Sep 10, 2026
Python

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