> 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

LOCI Concept Intro - What does LOCI's GitHub integration do and how it works?

LOCI is the execution signal layer for your CI pipeline. It reads compiled binaries, diffs behavior against baseline, and posts a Pushback or Pass verdict on every PR — no instrumentation, no runtime.

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="https://449949240-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FS2ZTr9umTUpVzGSJHbuR%2Fuploads%2FcleyGLHswYEb5Z9Fm4TY%2Fimage.png?alt=media&amp;token=c8b398ab-b3e2-4736-9ffd-9fdffdd3a9d5" 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)