May 26, 2026 · 8 min read
Spec-Driven AI Explained: A Working Professional's Guide (with Real Examples)
Why spec-driven AI beats vibe-coding in production, the four-paragraph spec that ships a feature without 12 retries, and how to apply it whether you write code or not.