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SystAgProject

I run VibeScan https://systagproject.github.io/vibescan-landing/ — an LLM-powered security audit for apps scaffolded by Lovable, Bolt, v0, Cursor, Replit, and Windsurf.

Remote Joined on Apr 19, 2026 https://systagproject.github.io/vibescan-landing/

Apr 20

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

#security #webdev #supabase #ai

6 min read

Apr 20

I Ran My Own Security Audit Tool Against My Own Codebase. It Caught a Bug I'd Shipped to Main.

#security #selfreview #webdev #ai

4 min read

Apr 20

Your Supabase Edge Function Probably Has No Auth. 8 Out of 9 Vibe-Coded Apps I Scanned This Week Didn't.

#security #supabase #webdev #ai

7 min read

Apr 20

I Audited 9 Vibe-Coded Apps in 24 Hours. Here Are the 5 Patterns That Show Up Every Single Time.

#security #webdev #supabase #ai

5 min read

Apr 19

Your First Supabase RLS Policy, Without Exposing Your Whole Database

#supabase #security #webdev #tutorial

5 min read

Apr 19

The 12 Security Issues I Keep Finding in Vibe-Coded Apps (Lovable, Bolt, v0)

#security #webdev #ai #supabase

5 min read

Apr 19

I ran a security audit on my own Python codebase with an LLM for $0.90. Here is what it found.

#showdev #security #ai #python

4 min read

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