Published onMay 30, 2026Flaky Integration Tests in CI: Find and Fix Nondeterministic FailuresTestingCISoftware-EngineeringReliabilityHow to diagnose flaky integration tests in CI by finding shared state, timing assumptions, parallel worker conflicts, database cleanup gaps, and unstable external dependencies.