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Blog/ Security

The 7 leaks we find in almost every AI-built app

Exposed keys, open database rules, unmetered AI calls. The patterns that show up in diagnostic after diagnostic, and the fix for each.

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NoVibeLeaks Engineering Oct 6, 2026 · 8 min read
LEAK service key in bundle
LEAK RLS disabled
DRIP no rate limit

AI coding tools have made it possible to go from idea to working product in a weekend. That’s genuinely great. But “working” and “production-ready” are different things, and the gap between them is where customer data, money and trust leak out.

Supabase Security Launch checklist
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NoVibeLeaks Engineering The engineers behind every diagnostic. We read AI-built code all day, then fix, launch and maintain it for founders.