Article

When AI has root: lessons from the Supabase MCP data leak

Pomerium · pomerium.com

Why giving your AI agent production database access is its own attack surface.

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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. Prioritized fixes, starting with the most common failure: hardcoded credentials. getautonoma.com Article 6 steps to make your vibe-coded app production ready Autonoma
  4. Draws the prototype-versus-production line precisely, then walks the gap. vibengineer.io Article Vibe coded prototype to production: how to harden the demo Vibengineer
  5. 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
  6. A sober framework for deciding rebuild versus harden. mindstudio.ai Article Is vibe coding good enough for production apps? MindStudio
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