Top 10 Cyber Security Gotchas for Vibe-Coded Apps

Rajesh Jain

Building Open Source Cybersecurity

85 Millions of lines of vibe code ship daily. Secure it before it breaches you.

In 2025–26, vibe coded apps exploded and so has security issues. CVE-2025-48757 exposed 170+ Lovable-built apps through a missing database permission. The Moltbook breach leaked 1.5 million API tokens because nobody enabled Row-Level Security. Base44's own platform had an authentication bypass that let anyone into private enterprise apps with nothing but a public ID. Apiiro found 322% more privilege-escalation paths in AI-assisted code at Fortune 50 companies with mature security teams.

When an AI agents ships the whole stack and nobody checks what it left open. This workshop is built on that real, sourced patterns - Top 10 patterns we have seen. Learn how to proactively fix with our Cybersecurity Skills for AI agents.

What you’ll learn

Vibe Coding collapsed the cost of building apps from weeks to hours. Top 10 security issues with Vibe Coded apps. How to find & fix them.

Find a Supabase/Firebase RLS.
The single most-corroborated failure here — the exact misconfiguration behind the Moltbook breach and CVE-2025-48757. (Gotcha #1)

How to check client side code for exposed secrets and API keys, and fix them.
The check that would've caught 400+ exposed secrets found scanning 5,600 vibe-coded apps, plus leaked repo env vars. (Gotchas #2, #8)

AI models invent package names; attackers register them. One hallucinated name alone pulled 15,000+ real downloads. (Gotcha #3)

Apiiro found 322% more of these privilege-escalation paths in AI-assisted code at Fortune 50 companies than human-written code. (Gotcha #4)

Sometimes the vulnerability isn't your code — it's the platform's out-of-the-box config and forgotten debug routes. (Gotchas #5, #9)

Auto-trust flaws in Claude Code/Cursor, permissive CORS defaults, and Veracode's 45% AI-codegen flaw rate. (Gotchas #6, #7, #10)

Workshop agenda

0:00 – 0:10 | Context: the Top 10 gotchas in vibe coded apps
What actually broke, and where.
0:10 – 0:35 | FastLane (reactive)
Live investigation of a synthetic vibe-coded breach, evidence, the classifier, the findings.
0:35 – 0:60 | SpeedBump (proactive)
Auditing the same app before it shipped, the checklist that would have caught it
0:60 - 0:90 | Q & A
How to applying this to your own stack.