LangChain released Managed Deep Agents to provide developers with a built-in runtime, streaming, and sandboxes. This tool integrates memory, authentication, and evaluations into a single deployment pipeline. It removes the infrastructure burden of hosting autonomous systems. Practitioners can now deploy agentic workflows without manually configuring the underlying execution environment or security layers.