A private beta for Managed Deep Agents provides developers with durable execution and sandboxed tool access. LangChain now handles the runtime infrastructure, integrating LangSmith for observability. This removes the need to build custom backends for complex agentic workflows. Practitioners can deploy production-ready agents faster by offloading the underlying execution layer to this managed service.