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CrewAI AMP deployments reject non-UUID inputs.id values with HTTP 422, while the OSS library accepts any string locally, so the mismatch only surfaces on first deployed run. Emit a one-time UserWarning at kickoff when persistence is active and the provided id is not a valid UUID. Local behavior is unchanged — non-UUID ids keep working. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>