LangChain now offers a managed environment for building and deploying Deep Agents. The platform integrates runtime, streaming, and sandboxes with built-in memory and authentication. This removes the infrastructure burden from the developer. Practitioners can now deploy complex agentic workflows without managing the underlying server architecture or security layers manually.