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 benchmarked against Talking Ben
Illia Filipas benchmarks the newly released Jev against Talking Ben, highlighting Jev's probabilistic outputs and structured decisions.
jev just dropped so naturally we benchmarked it against the incumbent talking ben: 4-class classifier instant inference dog 2011 jev: probabilistic outputs structured decisions 2026 the frontier is moving fast
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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.
