Sustaining open source in the age of generative AI

Where this conversation began The maintainer reality few people see AI boomers, AI rizz, and the reality of change AI as acceleration vs. AI as substitution Ownership still matters — perhaps more than ever Disclosure as trust infrastructure When AI meets open source: Kyverno’s approach AI-friendly does not mean AI-unbounded Discomfort, growth, and privilege A shared challenge across open source An invitation to the ecosystem Acknowledgements and influences Posted on March 10, 2026 by Cortney Nickerson, CNCF Ambassador, Head of Community at Nirmata and Kyverno Maintainer CNCF projects highlighted in this post Open source has always evolved alongside shifts in technology. From distributed version control and CI/CD, from containers to Kubernetes, each wave of tooling has reshaped how we build, collaborate, and contribute. Generative AI seems to be the newest wave and it introduces a tension that open source communities can no longer afford to ignore. AI has made it simple to generate contributions. It has not however made the necessary review process simpler. Recently, the Kyverno project introduced an AI Usage Policy. This decision was not driven by resistance to AI. It was driven by something far more practical: the scaling limits of human attention. Like many governance changes in open source, this one didn’t begin with theory. It began with a Slack message. “20 PRs opened in 15 minutes 😱” What followed was a mixture of humor, curiosity, and a familiar undertone many maintainers recognize immediately as discomfort.