LangChain released Managed Deep Agents to provide developers with integrated runtimes, sandboxes, and authentication. This managed infrastructure removes the manual overhead of deploying autonomous systems. It bundles memory and evaluation tools into a single deployment pipeline. Practitioners can now move from prototype to production without building their own agent orchestration backend.