Why is state management so important in live multi-agent workflow implementations?
State management becomes critical because you need to ensure actions are idempotent (so nothing gets processed twice) and build monitoring to catch when agents get stuck waiting for responses that never come. The initial focus on 'agent intelligence' often shifts to managing state persistence and recovery mechanisms in production environments.