A private beta for Managed Deep Agents now provides durable execution and sandboxed tool access. LangChain handles the runtime infrastructure, integrating LangSmith for observability. This removes the need for developers to build their own agent environments. Practitioners can now deploy complex agentic workflows without managing the underlying compute or security layers.