
The article argues that as AI makes implementation cheaper, the quality of specifications becomes the primary determinant of software quality. It introduces a framework built around Specs, Skills, Workflows, and Proof, showing how structured engineering artifacts help AI agents produce safer, more reliable, and more maintainable software while redefining the role of senior engineers.
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