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⚡ AI Lessons
Dev.to · SystAgProject
🔐 Cybersecurity
⚡ AI Lesson
4mo ago
I Ran My Own Security Audit Tool Against My Own Codebase. It Caught a Bug I'd Shipped to Main.
Dogfooding your own security tool is the most honest unit test there is. I ran VibeScan against the codebase that built VibeScan. It caught a real token leak I
Dev.to · SystAgProject
🔐 Cybersecurity
⚡ AI Lesson
4mo ago
Your Supabase Edge Function Probably Has No Auth. 8 Out of 9 Vibe-Coded Apps I Scanned This Week Didn't.
Edge Functions run in the cloud at a public URL. Anyone with the URL can invoke them unless you explicitly verify the caller. Most AI-scaffolded apps ship with
Dev.to · SystAgProject
🔐 Cybersecurity
⚡ AI Lesson
4mo ago
Your First Supabase RLS Policy, Without Exposing Your Whole Database
A 10-minute worked example of Row Level Security in Supabase. What to write on day one, the three mistakes I keep seeing, and how to verify your policy actually
Dev.to · SystAgProject
🔐 Cybersecurity
⚡ AI Lesson
4mo ago
The 12 Security Issues I Keep Finding in Vibe-Coded Apps (Lovable, Bolt, v0)
After running VibeScan against a handful of public AI-generated apps, the same dozen issues kept showing up. Here they are, ranked by how often I see them, with
DeepCamp AI