AI changes how we build software. In combination with developers, it creates a positive feedback loop where we can achieve better results faster. However, traditional testing methods don't work well with AI's unpredictable nature.

As we've been building AI products at Vercel, including v0, we've needed a new approach: eval-driven development. This article explores the ins and outs of evals and their positive impact on AI-native development. Read more