LangChain released Managed Deep Agents to provide a built-in runtime, streaming, and sandboxes for agent deployment. The tool integrates memory, authentication, and evaluation frameworks into a single managed environment. Developers can now deploy autonomous agents without configuring underlying infrastructure. This simplifies the transition from local prototypes to production-ready agentic workflows.