Article

Vibe coded prototype to production: how to harden the demo

Vibengineer · vibengineer.io

Draws the prototype-versus-production line precisely, then walks the gap.

Open on vibengineer.io ↗

The question it answers

  1. How do I take an AI-built prototype to a production-ready product?

Read with it

  1. The most engineering-credible checklist for hardening an AI-built app. stack.convex.dev Guide 6 steps before taking your vibe-coded app to production Convex
  2. A full workflow that builds production discipline in from the first prompt. sitepoint.com Guide Production vibe coding workflow: from prompt to deploy SitePoint
  3. A time-boxed two-week plan if you need a launch date, not a philosophy. appstuck.com Guide Vibe coded to production: the 14-day playbook AppStuck
  4. A sober framework for deciding rebuild versus harden. mindstudio.ai Article Is vibe coding good enough for production apps? MindStudio
  5. First-party account of the year vibe-coded apps leaked data, and the safer defaults that followed. supabase.com Article Supabase security retro: 2025 Supabase
  6. The cautionary tale every Lovable and Bolt builder should read before launch. byteiota.com Article Supabase security flaw: 170+ apps exposed by missing RLS byteiota
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