Figma Make Security Scanner - Secure Your AI-Generated Code
When designs become code, AI makes implicit assumptions about data handling and auth. Those assumptions are often unsafe.
Read storyFrom VibeEval
Security research, product notes, and lessons from testing AI-built apps.
When designs become code, AI makes implicit assumptions about data handling and auth. Those assumptions are often unsafe.
Read storyClaude Code can generate thousands of lines of code in minutes. Security review can't keep pace without AI-powered testing.
Read storyV0 ships polished React components fast. Validation, state handling, and XSS sanitization get glossed over.
Read storyOver 1,430 Lovable apps scanned. 5,711 vulnerabilities found. Missing RLS is #1. Full breakdown of RLS per-op checks + the 6 Vibe Coding flows that break most.
Read storyBase44's AI app builder is production-capable with proper security testing - auth, API endpoints, session handling.
Read storyFull-stack AI generates frontend, backend, and database logic in seconds. Security gaps emerge between the layers.
Read storyStop manually retesting your app. Automatic security testing that catches vulnerabilities in AI-generated code before users do. Works with Lovable, Cursor, Bolt, and more.
Read storyStop manually retesting your app. Automatic security testing that catches vulnerabilities in AI-generated code before users do. Works with Lovable, Cursor, Bolt, and more.
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