AI article

Your AI eval is green because it never called the model

Community description: We run an eval suite on every PR. Seven fixtures, four metrics, deterministic, no API key, no...

Dev.to | Sep 22, 2026 | Marc

Automated excerpt

Plus per-fixture: same id set, same pass state, same aggregate score, same per-metric pass state. We compare structural data only: pass state, score, per-metric pass state. Review your fixtures against the constraints live mode enforces.

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