How AI is applied across API Evangelist and APIs.io. Read my AI disclosure →
API Evangelist API Evangelist
Discovery
Learnings
Guidance
Toolbox
Alignment
API Evangelist LLC

Introducing Jev-as-a-Judge: Faster, Cheaper, More Consistent Evals on Confident AI

calendar_today September 25, 2026 person Jeffrey Ip domain confident-ai

Most teams sample 1% of production traffic for online evals and classification because every judge call costs money. Jev-as-a-Judge makes those decisions fast and cheap enough to run on 20%, 50%, or more of your traces, so every workflow on Confident AI has more data to work with.

open_in_new Read original post