Use when a test fails intermittently, passes on retry, fails only in CI, or fails only when the full suite runs — reproducing nondeterminism, identifying the cause, and fixing it rather than retrying it. Triggers on "flaky test", "passes locally fails in CI", intermittent red builds, or a proposal to add automatic test retries.