AI Loop Engineering: Four Loops From a GitHub Issue to a Merged Feature

163 · Loiane Groner · Aug. 9, 2026, 10:06 p.m.
Summary
This blog post discusses the author's experience of automating the pull request process using AI, detailing the challenges faced and the benefits realized from allowing an agent to manage the tedious aspects of continuous integration (CI). It reflects on the learning curve and the efficiency gained, emphasizing the importance of automation in software development workflows.