What it actually costs to make a vibe-coded MVP production ready
Rebuild or harden? An honest breakdown of what making an AI-built MVP production ready involves, what moves the price, and when a rebuild is genuinely cheaper.
Production Engineering
The AI wrote your auth. It forgot the part that matters.
AI-generated login works, but authorization often does not. Learn the three places generated auth fails and how to test your app for broken access control.
Your Lovable app is live. Here is what a stranger can read from your database.
AI app builders often ship with open database access. Learn why Row Level Security gets skipped and four checks to see if your data is exposed in ten minutes.