GitLab Transcend Hackathon: What developers built on GitLab Orbit

We gave a few thousand developers GitLab Orbit. Then we got out of the way. The community responded with creative solutions to real production problems slowing down their teams. The same problems you hit every week: What does this change break, which tests actually matter, and what will this migration really cost. GitLab Orbit is a live, queryable graph of your code, merge requests, pipelines, deployments, and ownership, with every relationship between them kept current. Agents write code well but are bad at understanding the system around it. Answering the connecting questions (" what depends