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Spec-driven dev is the actual unlock with AI agents. Not prompt engineering, not benchmarks - specs. Agents can type 10x faster than you. They need somewhere to point, and that somewhere is a clear spec of: conventions, file structure, naming, inlined vs shared helpers. The 80% humans now spend on shoelace-pulling IS the leverage. It compounds every time the model gets better.

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