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Find why a test is flaky rather than retrying it: classify the cause, prove it, fix it, and quarantine honestly

Find why something is slow with measurement rather than intuition: baseline, profile, fix the top cost, verify

Turn an incident into a written postmortem: timeline from evidence, contributing factors, and actions that are actually assigned

Map an unfamiliar codebase into an architecture summary, entrypoints, conventions, and run/test instructions

A minimal workflow that greets you, inspects the repo, and summarizes it.