> For the complete documentation index, see [llms.txt](https://docs.loci-dev.net/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.loci-dev.net/ai-binary-analysis-in-your-ci-cd/ready-to-integrate-in-your-ci-cd/loci-github-integration-overview.md).

# LOCI GitHub Integration Overview

The **LOCI AI Agent** GitHub integration enables developers and engineering teams to automate performance analysis directly within their existing GitHub CI/CD workflows. By connecting LOCI’s hardware-aware optimization engine with GitHub Actions and the LOCI GitHub App, teams gain immediate visibility into the performance impact of every commit, build, and pull request.

<figure><img src="/files/9kRokudcBNf1nbvUO06h" alt=""><figcaption><p>Custom illustration — system-level view of LOCI in GitHub</p></figcaption></figure>

Ready to integrate? Follow the [Quick-Start](https://app.gitbook.com/o/ZFw3dndBL81eukjWL25m/s/S2ZTr9umTUpVzGSJHbuR/~/edit/~/changes/51/ready-to-integrate/quick-start) or [Technical Reference.](https://app.gitbook.com/o/ZFw3dndBL81eukjWL25m/s/S2ZTr9umTUpVzGSJHbuR/~/edit/~/changes/51/ready-to-integrate-in-your-ci-cd/technical-reference)


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://docs.loci-dev.net/ai-binary-analysis-in-your-ci-cd/ready-to-integrate-in-your-ci-cd/loci-github-integration-overview.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.