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Accurate and Useless: What 5,300 Calls to a Small Judge Model Taught Us

We gave a fast, cheap judgment model three jobs in a multi-agent coding pipeline. It was right almost every time, and agents rarely acted on it. TL;DR Over 16 days in October 2026 we put Jev , TypeSafe's small judgment model, into our Plugin, a multi-agent build pipeline for Claude Code. The goal w…

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  1. 2026-10-30 13:02 · DEV Community — Machine Learning
    Accurate and Useless: What 5,300 Calls to a Small Judge Model Taught Us

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