Treat failing tests as evidence, not noise.
- Reproduce failures with minimal scope.
- Separate deterministic failures from flakes.
- Inspect fixture state, timing assumptions, and environment coupling.
- Identify smallest code path that explains failure.
- Validate fix with targeted reruns before broad suite reruns.
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