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.
Jev Performs Well in Its Use Cases; Fine-Tuned Open Models May Be Better for Production
The author finds Jev solid in its use cases but suggests that for production deployment, fine-tuning open-source models for specific scenarios may be a cheaper and better option.
jev 在它的使用场景还是有两把刷子。 不过实际生产上运用的话，未来可能还是用开源模型后训练一个更能针对场景去优化是好的选择，代价低价格也便宜
· 3 likesOpen on X
More like this
Jev Enables LLM-as-a-Judge at 20–200x Speed and 40–400x Lower Cost
Jev was used to pick which model is AGI, offering 20–200x speed and 40–400x lower cost, making LLM-as-a-judge extremely fast and nearly free.
Testing apps with TypeSafe Jev & OpenCode
Filip shares a small demo showing how fast testing apps can be with TypeSafe Jev and OpenCode.
