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Deep Agents

A ready-to-run starting point for programmers building AI agents that handle long, multi-step tasks.

What it does

Deep Agents is a code library from LangChain for building AI agents. Its makers call it a "batteries-included agent harness": an agent that works out of the box, with sensible defaults, that you can extend or change piece by piece.

Built-in features include planning, reading and writing files, running commands in a sandbox, handing sub-tasks to helper agents, long-term memory, reusable skills and the option for a person to approve actions before they happen. It works with any AI model that can use tools, including local ones.

Its makers say it was inspired by Claude Code. They also offer Deep Agents Code, a ready-made coding agent for the terminal built on it.

Who it's for

Developers building AI agents in Python or JavaScript.

Can I use it without coding?

Developers only. It's a programming library; you write code to use it. New to this? Start here.

Can I run it?

Cost
Free, but needs an AI accountThe software is free, but it uses an online AI service (like OpenAI or Anthropic), which usually charges for use.
Privacy
Your choice: run it on your device or use an online service
API key
Not needed

Try it

Using Claude Code, Cursor or another AI coding assistant? Paste the prompt and it will walk you through the setup.New to this?

Before you install

  • Only download from the official GitHub page. Copies with similar names exist for many popular projects.
  • License (MIT): Very permissive: free to use, change and share, including for business.
  • More on staying safe