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 ran Laya, an open-source alternative to Jev, locally with ONNX Runtime. It trails Jev in accuracy and ONNX is slower than native MLX on Apple Silicon, but it is fully local and private, and worth watching.
As an experiment, I got Laya, an open-source alternative to Jev, running locally with ONNX Runtime. It trails Jev on accuracy, and ONNX is much slower than native MLX on Apple Silicon. Still, it’s fully local and private, and definitely worth watching as the runtime improves.