Building a Codebase Classifier with Jev
A developer shares building a codebase classifier with Jev, suggesting it may solve overengineered code from agents, and asks what to test next.
The author, woken by their cat at 5 a.m., reflects on Jev being a closed, per-token API while they run models at home, exploring the trade-offs between local deployment and Jev's closed API.
My cat woke me at five this morning. It was Sunday, the house was quiet, and I had been thinking about the same thing for five days: Jev. But Jev is a closed API, priced per token, on someone else’s server. I run my models at home. At five in the morning, with the cat on the