What operational practices ensure idempotent external calls in production with Catalyst agentic workflows?

Generate idempotency keys from workflow instance IDs and step numbers. Store keys in Catalyst's state for replay consistency. Monitor for duplicate calls via logs and metrics. Use reconciliation jobs to verify side effects after workflow completion. Test failure scenarios in staging. Document idempotency assumptions for each API. Catalyst handles recovery; you handle idempotency.