A private beta for Managed Deep Agents provides durable execution and sandboxes for production deployments. LangChain integrates these runtimes with LangSmith observability to remove the need for custom infrastructure. Developers can now ship agentic workflows without building their own backend. This is an incremental update to the existing developer toolset.