LangChain released Managed Deep Agents to provide a built-in runtime, streaming, and sandboxes for agent deployment. This managed infrastructure handles memory and authentication, removing the need for developers to build these components from scratch. It simplifies the transition from prototype to production. Practitioners can now deploy autonomous workflows without managing the underlying execution environment.