Clarity-First Method: Vibe-coding products without tech debt
summary
Vivian is vibe-coded into a working women's-health app in 48 hours using Lovable, Claude, Superbase and Vercel and ships to 50 beta testers; architecture scores 6/10 for routability but overall code audits show 4/10 until quick safety and observability fixes raise it. The method centers on Specification as Architecture, enforces Context-Aware Consistency with master prompts, token governance and prompt stories, and practices Strategic Reversions (stop, revert, re-spec) so prototypes stay readable, fixable and handover-ready.
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chapters (10)
- 0:00Introduction
- 3:54AI and hidden tech debt
- 7:24Clarity-First Method pillars
- 10:15Specifications as architecture
- 13:07Context-aware consistency
- 19:52Strategic reversions
- 23:53Testing backend quality
- 27:50Managing tech debt
- 30:46Five takeaways
- 33:20Q&A
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