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: Skip Chat and Output Structured Decisions with Confidence
Introduces Jev for skipping chat to directly output structured decisions with confidence levels, and mentions open-source plugins that quickly compress context to reduce forgetting in long tasks.
When using AI, be sure to try Jev: Skip the chat and directly output structured decisions with confidence levels. 193x faster and 445x cheaper for specific tasks; open-source plugins can quickly compress context, saying goodbye to "forgetfulness" in long tasks where performance
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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.
