https://darylbdr.github.io/categories/project/Recent content in Project on Boul'OgHugoen-ushttps://darylbdr.github.io/posts/gitlab_coding_agent/Mon, 01 Jan 0001 00:00:00 +0000https://darylbdr.github.io/posts/gitlab_coding_agent/<p>I implemented an autonomous AI coding agent designed to resolve GitLab issues using local LLMs via <a href="https://ollama.com/">Ollama</a> and the <a href="https://python-gitlab.readthedocs.io/en/stable/">python-gitlab</a> API.</p> <p>By leveraging native <strong>Function Calling</strong>, the agent independently explores repository structures, reads files, implements fixes on dedicated branches, and submits Merge Requests—keeping your codebase 100% private and on-premise.</p> <h2 id="features">Features</h2> <ul> <li>Monitors GitLab issues labeled with <code>ai:agent</code>.</li> <li>Analyzes the issue title and description.</li> <li>Interacts with the repository (reads files, lists directories).</li> <li>Creates a dedicated branch for the fix.</li> <li>Generates code fixes and commits them.</li> <li>Opens a Merge Request when the fix is ready.</li> </ul> <p><em>The full code is available on this <a href="https://github.com/darylbdr/Local-Gitlab-Coding-Agent">github repo</a>.</em></p>