Between May 21 and June 25, a fleet of local models running on a Mac and an AMD mini-PC opened 41 pull requests we merged into our Kubernetes operator, at zero cloud-inference cost. The models are a coin flip. This is a case study in why that does not matter.
A local model opened 41 of our pull requests in five weeks. The model is the least interesting part.