LangChain released Managed Deep Agents to provide a built-in runtime, streaming, and sandboxes for agent deployment. This tool integrates memory, authentication, and evaluation into a single managed environment. It removes the infrastructure overhead of hosting autonomous systems. Developers can now deploy complex agentic workflows without configuring separate backend environments or security layers.