When Two AIs Argued Their Way to a Better Bamboo Plugin
The Problem Nobody Wanted Early in 2026, our team found itself staring at a problem that nobody was particularly excited to own. Bamboo 9.6 — the CI/CD platform used by engineering teams across UC San Diego — was approaching end of life. Atlassian’s recommended path was clear: upgrade to Bamboo 12.1 Data Center. Simple enough. Except for one small detail. The JFrog Artifactory Plugin, used by virtually every team to publish build artifacts, did not work on Bamboo 12.1. ...