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.
Laya open-source classification system: 50x faster than Jev
The post introduces the open-source classification system Laya, claiming it is 50x faster than Jev, and notes that network latency is the biggest bottleneck for intent decision models, with local laya-mlx running much faster.
🎉Awesome! There's no fastest, only faster! What’s it like to be 50 times faster than Jev?! Running laya-mlx locally takes off right on the spot✈️ The biggest bottleneck for this kind of intent decision model is network latency Laya is an open-source classification system
· 123 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.
