Jev as a research agent judge: steadier and cheaper than an LLM judge

TypeSafe AI @typesafeaiOriginally posted 2026.10.02

Open original on X

Jev is a huge power-up for research agents! @edwardirby built a @youdotcom agent that monitors business risks, and compared Jev to an ordinary LLM judge. • Same report quality • But the LLM flip-flopped: 0.35 -> 0.68 -> 0.50 on the same threat • the LLM missed 5 of 11 investigations. Jev missed none. • Jev was 250x cheaper, 3-6x faster Write-up 👇

This post quotes another post: “Building a risk agent without a frontier model using Jev for typed judgments”