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Paul Bakaus created Impeccable, an open-source design skills system that lets users instruct coding agents with words like "bolder" or "quieter." Bakaus argues agents need domain knowledge and human steering, not one-shot redesign. He discussed skill engineering as a discipline at the AI Engineer World's Fair.
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