Decoupling Agentic Loops from HTTP Requests for Production Reliability

Scaling agentic applications requires moving away from request-response patterns toward stateful, asynchronous architectures. To prevent failure during long-running, non-deterministic tasks, teams must manage state and tool-calling outside of single HTTP request lifecycles.