Managed Deep Agents | Deploying mission critical agents to production
LangChain's Managed Deep Agents bundles harness and infrastructure to simplify production agent deployment
“a task that used to take them weeks, to spin up a new agent for a researcher, now just takes a few hours by putting this all into the Deep Agents harness and deploying it onto LangSmith”
LangChain introduced Managed Deep Agents, a managed service that packages its Deep Agents harness—covering execution environment, context management, delegation, and human-in-the-loop—together with production infrastructure on LangSmith. The offering targets the gap between local prototypes and production-ready agents by handling streaming, checkpointing, auth, and sandboxing so teams focus solely on business logic. A pharmaceutical research customer (Madrigal) cut new-agent spin-up time from weeks to hours, illustrating real-world impact.