LangChain entered private beta for Managed Deep Agents, providing a hosted runtime for autonomous systems. The service integrates durable execution, sandboxes, and LangSmith observability to remove infrastructure overhead. Developers can now deploy complex agentic workflows without building their own backend. This incremental update simplifies the path from prototype to production for agent developers.