Nick Nisi 2/27/2026

Writing My First Evals

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The article describes the author's experience creating evaluation frameworks for two AI-driven developer tools at WorkOS: a CLI agent for installing AuthKit and a documentation skill generator. It focuses on the challenges of testing non-deterministic AI outputs, using real project fixtures, and analyzing git diffs to assess if the tools genuinely improve developer workflows.

Writing My First Evals

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