Killing the handoff: Iterating design live in the browser on real production code
Summary
When product teams move 10x faster because of AI, traditional waterfall (and even agile) doesn’t work. But the absence of a defined handoff and critique can do real damage if you’re not careful. Devs are solving this with AI-assisted code reviews; designers have been left hanging. Meanwhile, I noticed that when designers started coding with AI, their results were usually stronger than developers’, using the same models and same projects. Design had to move into the same integrated AI coding workflow and adopt the vocabulary a design director uses. That observation became Impeccable: an open-source design tool that bundles 23 adjective commands (“bolder,” “quieter,” “distill,” “critique”), automatically catches and prevents AI design slop (the nested cards, purple gradients, and rounded icon tiles), and lets you visually iterate in the browser against your real running production codebase. No canvas. No handoff. No translation. Join me for a live demo of Impeccable, a new design method any team can adopt this week.
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