Jev beats Gemini 2.5 Flash Lite on classifier eval quality and speed
Malte Ubl ran TypeSafe AI's Jev against an existing classifier eval, where it saturated the eval on quality and was 6x faster than Gemini 2.5 Flash Lite.
The agent uses Qwen for the main agent work, Jev as the review layer, and Vercel eve for the agent loop, tool execution, and human approval flow. Users can ask a plain-English data question and the agent inspects the database.
I built a data analyst agent with Jev as the review layer! Qwen handles the main agent work, Jev acts as the review layer, and Vercel eve runs the agent loop, tool execution, and human approval flow. The agent takes a plain-English question about the data, inspects the database