AI Can Build the Prototype. Production Is Still the Hard Part.

A developer built VibeRaven, an open-source tool that scans repositories to map production readiness gaps, addressing the challenge of moving AI-generated prototypes to reliable production systems.

AI coding tools make it very easy to get an app running. But getting from “it works locally” to “real users can depend on this” is still where things get messy: I built VibeRaven as an open-source tool to help with that gap. Instead of treating production readiness as a vague checklist, it scans the repo and creates a mission map of what exists, what is missing, what needs provider action, and what should be verified before launch. GitHub: https://github.com/ohad6k/VibeRaven https://github.com/ohad6k/VibeRaven Run it with: bash npx -y viberaven