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

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:

• auth providers


• environment variables


• Supabase/RLS


• webhooks


• billing


• deployment settings


• provider dashboards


• monitoring


• version control hygiene

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

Run it with:

bash

npx -y viberaven