Debugging Tests

When tests fail:

1. Reproduce locally with focused scope.
2. Inspect stack traces and assertions.
3. Isolate flaky dependencies (time, network, global state).
4. Stabilize with proper setup/teardown.

Prefer fixing root causes over adding retries.