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Reasons carry type plus a sanitised message tail; command failures carry phase, exit code and bounded stderr. Scratch walk tolerates directories pip removes mid-walk; writable /workspace/home and runtime paths. Capacity retries delete a possibly created task before resubmitting. Docker smoke checks the image first. Co-Authored-By: Claude Opus 5.5 <[email protected]>