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Introduction to Deep Agents

Introduction to Deep Agents teaches how to build long-running agents for complex workflows with Deep Agents, LangChain’s open-source agent harness, and how to use LangSmith to improve them.

Who it suits

  • Developers building agents that run for a long time on complex tasks.
  • Teams that want to understand what an agent harness is and how it speeds development.

What it covers

  • Building a deep agent: models, the system prompt, tools, MCP, messages, threads, checkpointers and human in the loop.
  • The execution environment: filesystem backends, sandboxes and an interpreter.
  • Context management: summarisation and offload, skills and memory.
  • Delegation: building a subagent team and dynamic and asynchronous subagents.
  • A final project putting it together, including local deployment.

Watch here

From LangChain’s own channel, so you can start without leaving Infrato. Nothing loads from YouTube until you press play.

  • LangChain · 2026

    Introduction to Deep Agents | LangChain Academy New Course

Common questions about Introduction to Deep Agents

Is it free?
LangChain Academy labels the course Free.
How long is Introduction to Deep Agents?
The course page lists its modules and lessons; check it for the length.
Who runs it?
LangChain Academy, run by the company behind LangChain, LangGraph and LangSmith.

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Where this comes from

Written from LangChain’s own pages, read on 2026-10-13. Content, prices and availability change, so the provider’s page is the source. We are not affiliated with LangChain and this is not an endorsement.