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Tool surface for coding agents: bounded git and GitHub tools, structured results, progress and cancellation, a human gate before writes, a reference agent loop, and a forty-fixture eval that shows where a raw git command wins and where a depth-1 clone leaves it unable to answer.
Raw Prow build logs of failed Kubernetes CI jobs on the sig-release master-blocking and master-informing TestGrid dashboards, archived about twice a day
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.