A private beta for Managed Deep Agents now allows developers to deploy agents with durable execution and sandboxes. LangChain handles the runtime infrastructure and integrates LangSmith for observability. This removes the need for manual runtime builds. Practitioners can now ship production-ready agentic workflows faster by offloading the underlying execution layer.