#AI Evals

​Your design system captures how you meant to build. Your codebase captures what you actually built. Those two truths have drifted apart—and closing that gap manually is impossibly expensive.

​EVALS is the mechanism for reconciling that drift. In this live, 1 hour webinar, we'll show you exactly how evaluations work in practice: what they audit, how they surface misalignment without human inspection, and how they feed back into your system's governance layer to prevent future drift.

​This is a working session, not a lecture. We'll run real evaluations against actual design systems and talk through what the results mean for your team's efficiency and trust.

​Part of Knapsack's August thought leadership series on the shift from canvas-first to context-first design platforms.