Design-GAN

Describe a website. Watch AI build, test, and refine it.

Design-GAN is an experiment in autonomous design: can AI improve a working website by trying it, evaluating the result, and iterating on feedback? It was built to explore moving beyond a one-shot mockup toward designs that help people complete real tasks.

Start with a brief below. An AI generates the page, automated browser tests exercise its key tasks, and an AI critic suggests improvements for the next iteration. Task completion determines which eligible design is kept; accessibility and correctness checks must pass too.

The loop runs automatically. Follow its progress, compare iterations, and try the selected design. No manual labeling is needed to run it.