Published on: July 8, 2026 8 min read Learn how our three-person pod used GitLab Duo Agent platform, along with other AI tools, to successfully migrate the rate limiting system, and what we learned. A small team at GitLab spent the past few weeks running an experiment: Could we use AI agents to migrate part of our legacy rate-limiting system without dropping the safety bar? Short answer: yes. AI a...