Inside Managed Deep Agents: mda CLI, Context Hub, and Harbor Evals | Interrupt London

Victor Moreira, Product Manager at LangChain, explains what it takes to move a deep agent from a local prototype into production, and how Managed Deep Agents, now in public beta, couples the Deep Agents harness with LangSmith infrastructure so your team can focus on the business logic. Using LangChain's internal GTM agent as the example, he shows how an agent is scaffolded into one project structure with the mda CLI, run locally in LangSmith Studio, and deployed on LangSmith Deployment, then covers who can call the agent, when it should use user or agent-scoped credentials, how a run can wait