A private beta for Managed Deep Agents provides durable execution and sandboxes for production workflows. LangChain now handles the runtime infrastructure, integrating LangSmith for observability. Developers can deploy agentic systems without building their own backend. This is an incremental update to the existing ecosystem for faster shipping.