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#development speed

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I Built This in 20 Minutes With AI (and Spent 6 Hours Making It Actually Work)
AI Development March 9, 2026 7 min read

I Built This in 20 Minutes With AI (and Spent 6 Hours Making It Actually Work)

The gap between AI demo speed and production-ready code is real. Why the last 20% of AI-assisted development takes 80% of the time, and what product teams should plan for.