Last summer, the idea for my SaaS, Xolora, started to take shape. Around the same time, the concept of vibe coding was blowing up. As a non-technical founder, it sounded like a dream come true. No coding experience? No problem, just let AI handle it.
The beginning was incredibly promising. Using Emergent made me feel unstoppable. I was seeing my idea come to life.
Most vibe-coded apps have the exact same hidden flaws and problems founders aren’t aware of.
AI agents get you to 80% really fast, then disappear, leaving dangerous gaps between "works on lovable" and "ready for real users."
After a year of manually fixing these exact issues for non-technical founders, I decided to automate myself (mostly).
Rollout Labs AI Audit scans your AI-generated code and gives you an instant health check on architecture, security risks, data security and more.
