How a custom GitLab code review bot cut AI costs by 80%
Building a GitLab code review bot that runs on existing ChatGPT subscriptions saved the team $1 per 5 merge requests. The DIY solution handles threaded follow-ups, self-hosts securely, and avoids per-token billing without sacrificing code analysis depth.