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