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 Model: Makes Judgments and Returns Confidence Scores
An engineer discusses Jev's positioning: it doesn't generate text, only makes judgments (e.g., ticket routing) with a confidence score, fast and cheap, and whether it fits into existing engineering workflows.
Thinking about using Jev? Jev doesn't write text. It just makes judgments — "this ticket goes to billing" — and hands you a number for how sure it is. Fast and cheap. But as an engineer, the thing that actually matters isn't model performance. It's whether this fits into your
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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.
