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GREEN phase: Implement state management with: - Atomic write pattern (temp file + os.replace) - Backup rotation (workflow_state.json -> .bak) - Backup fallback on corruption - get_or_create idempotent creation Fix test to properly create backup before corruption test. All 20 tests pass. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>