TLDR Tech / Design
A Forgotten Quality
A design team moved from a first draft of DESIGN.md to a self-improving system in just a couple of weeks, using AI to test and refine its own design specification. The process involves generating a spec from code, running an isolated agent against DESIGN.md, and comparing output to a screenshot to surface fixes for the next cycle. Each correction feeds back into the loop, letting the file iteratively improve until Claude runs out of issues or credits run out.
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