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I Audited 21 Public Vibe-Coded Apps in 48 Hours. Here Are the 5 Patterns That Keep Showing Up.

Dev.to · SystAgProject 🧠 Large Language Models ⚡ AI Lesson 4mo ago

I Audited 21 Public Vibe-Coded Apps in 48 Hours. Here Are the 5 Patterns That Keep Showing Up.

21 public apps built on Lovable, Bolt, v0, Cursor, Replit, Windsurf — scanned with the same LLM-powered security auditor, severity-graded, aggregated. 162 real