Built-in runtimes, sandboxes, and authentication now power LangChain's new managed agent infrastructure. This service removes the manual overhead of deploying autonomous systems by integrating memory and evals into a single platform. Developers can now deploy Deep Agents without configuring separate hosting. It simplifies the transition from local prototypes to production-ready agentic workflows.