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.
Stanislav Sorokin benchmarked Jev at 61 ms per page in a web audit versus 2.8 seconds for Opus 5, noting local mode will be interesting, with a side-by-side replay.
Speed is what makes this class of tool feel native. I clocked Jev at 61 ms a page on a web audit against 2.8 seconds for Opus 5, same questions. Local mode will be interesting against that number. Side by side replay of the two: