Engineering Guides for AI-Built Apps
These guides cover the engineering work that sits around every AI coding platform: what to verify before an AI-built app meets real users, and how to audit generated code for security problems. They are platform-independent; the platform guides link here for the shared material.
How to use these guides
Start with the production checklist for vibe-coded apps: it names the seven things a preview cannot show you. If your app handles accounts, money or private data, continue with the security audit guide, which goes deeper on authorization, secrets and injection.
For the platform-specific view, use the platform guides. For how Vibrr measures claims rather than repeating them, see the research section.