AI agents coordinate multiple steps, tools, and state. Failure means inconsistency.

The Transactional Outbox Pattern solves this by writing intended actions to a local store alongside state changes in one transaction, then delivering them via a separate process. Redis Streams provides a good balance of simplicity and durability.

More complexity, but essential for agents that need to actually work correctly in production. #AI #TypeScript #Redis #DistributedSystems #DevOps