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27 changes: 27 additions & 0 deletions README.md
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<img src="https://img.shields.io/badge/License-MIT-lightgrey?style=flat-square" alt="MIT License">
</p>

<p align="center">
<a href="https://www.atlascloud.ai/?utm_source=github&utm_medium=link&utm_campaign=learn-harness-engineering">
<img src="./assets/atlas-cloud-logo.png" alt="Atlas Cloud logo" width="220">
</a>
</p>

<p align="center"><strong>Run the harness ideas in this course against real models through one OpenAI-compatible API, then compare long-running agent behavior without rebuilding every integration.</strong></p>

<p align="center">
<a href="https://www.atlascloud.ai/?utm_source=github&utm_medium=link&utm_campaign=learn-harness-engineering">Atlas Cloud</a>
·
<a href="https://www.atlascloud.ai/console/coding-plan?utm_source=github&utm_medium=link&utm_campaign=learn-harness-engineering">Coding Plan</a>
</p>

> 🌍 This course is available in **14 languages**: English, 简体中文, 繁體中文, 日本語, 한국어, Español, Français, Русский, Deutsch, العربية, Tiếng Việt, Oʻzbekcha, Türkçe, Portuguese (BR). Choose your language from the badges above.

Learn Harness Engineering is a course dedicated to the engineering of AI coding agents. We have deeply studied and synthesized the most advanced Harness Engineering theories and practices in the industry. Our core references include:
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- [Capstone Project: A Real App](#capstone-project-a-real-app)
- [Learning Path](#learning-path)
- [Syllabus](#syllabus)
- [Atlas Cloud](#atlas-cloud)
- [Skills](#skills)
- [Other Courses](#other-courses)

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## Atlas Cloud

Atlas Cloud fits this course well if you want to put harness ideas into practice with real coding-agent runs:

- compare multiple model families behind one OpenAI-compatible endpoint
- prototype evaluator loops, task runners, and verification steps without rewriting provider integrations
- test harness behavior with models such as DeepSeek, Qwen, GLM, Kimi, and MiniMax while keeping the rest of the environment stable

If you want a budget-friendly path for coding-agent experimentation, try the [Atlas Cloud coding plan](https://www.atlascloud.ai/console/coding-plan?utm_source=github&utm_medium=link&utm_campaign=learn-harness-engineering).

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## The Model Is Smart, The Harness Makes It Reliable

There's a hard truth most people learn the hard way: **the strongest model in the world will still fail on real engineering tasks if you don't build a proper environment around it.**
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