LangChain released Managed Deep Agents to provide a built-in runtime, streaming, and sandboxes for agent deployment. This tool integrates memory, authentication, and evaluation frameworks into a single managed environment. It removes the infrastructure burden from developers. Practitioners can now deploy complex agentic workflows without manually configuring the underlying execution environment or security layers.