LibreAI / AI Agents / harness-sdk
// agents · strands-agents/harness-sdk

harness-sdk

An open-source SDK for production agents on any model, any cloud.

★ 8.7k stars⑂ 1.3k forksApache-2.0updated 2026-10
▦ visual — this project's README ships no embeddable screenshot,
so here's a placeholder. The guide below is complete regardless.
// project facts

Project facts

harness-sdk is an open-source ai agents project by strands-agents (strands-agents/harness-sdk on GitHub). It has 8,732 GitHub stars and 1,338 forks, is released under the Apache-2.0 license, and was last updated on GitHub on 7 October 2026.

GitHub stars
8,732
Forks
1,338
License
Apache-2.0
Last updated on GitHub
7 October 2026
Category
AI Agents
Listing
Full install guide
Official site
Official site
// how it works

How it works

  1. Define the job

    Write down the task or workflow you want the agent to handle.

  2. Get the code

    Clone the repository and read the README's prerequisites.

  3. Set up your environment

    Install dependencies and configure keys or endpoints.

  4. Try the quickstart

    Run the sample script and check the output against the docs.

// features

Why people love it

End-to-end control

Own the whole harness, not just the model call.

Python and TypeScript

Both major agent stacks covered.

Model-agnostic

Any model provider plugs in.

Cloud-agnostic

No lock-in to one platform.

Production focus

Built for real deployments.

Apache-2.0

Open and commercially friendly.

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// run it

Run it yourself

  1. Step 1 - Clone the repo

    Download the source and move into the project folder.

    git clone https://github.com/strands-agents/harness-sdk.git
    cd harness-sdk
  2. Step 2 - Install dependencies

    Create a virtual environment and install the requirements.

    python -m venv .venv && source .venv/bin/activate
    pip install -r requirements.txt
  3. Step 3 - Run an example

    Treat these as starting points - the README documents the exact commands.

    python examples/quickstart.py
// use cases

What you can build

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// faq

Questions, answered

Who is behind harness-sdk?

The project lives at strands-agents/harness-sdk and has attracted 1338 forks. Browse its commit history and contributor list for a sense of maintenance pace.

Is harness-sdk free to use?

Yes - it is Apache-2.0 licensed, so it is free for commercial use with attribution.

Do I need a paid API to use it?

The framework itself is free - but you will need a model to drive it, which usually means your own API key or a local model.

How does it compare to full frameworks?

Frameworks bundle opinions about loops and tools; this SDK gives you harness structure with freedom on the rest. Choose it when you want control without starting from zero.

Where should I start?

The README and the official docs site are the fastest path: run the quickstart example first, then adapt it to your use case.

// keep exploring

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// alternatives

Alternatives in AI Agents

The most-starred other AI Agents projects in the LibreAI catalogue — the realistic shortlist if harness-sdk is not the right fit.

Get harness-sdk

Free and open — grab the source, star the repo, and start creating.