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AI & Agents · June 22, 2026

Eval harnesses before you demo to the board

Golden sets, regression gates, and what “good” means for copilots and agents.

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If you cannot score the model against a golden set, you cannot claim it is ready. ## Minimum harness - 50–200 labeled examples covering happy path + edge cases - Offline score in CI on every prompt/model change - Online feedback loop from real users - Explicit fail threshold that blocks release Board demos without evals create political debt. Fix the harness first. --- **Ready to put this into practice?** [Send a brief](/contact) — we’ll map Starter, Squad, ODC, or an Agent product sprint to your next 90 days.

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