From Demo to Deployment: Why AI Agents Require a Managed Runtime

Building reliable AI agents for production requires shifting the paradigm from simple model wrappers to robust workflow runtimes. This architecture is crucial for solving real-world engineering challenges like state persistence, observability, and safe tool execution in complex product environments.