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Your AI app can now audit itself before launch. Comment “AUDIT” and I’ll send you this free security skill. Cloudflare open-sourced an AI tool that searches vibe-coded apps for real vulnerabilities. They first built it for their own codebase. It uncovered more than 7,000 security issues. The project has now passed 22,000 stars on GitHub. You install it directly into Claude Code. First, it maps the entire application. Then a team of AI agents checks every major layer: Login systems. Databases. APIs. Application logic. Prompt-injection risks. When an agent finds a potential issue, another agent investigates it. Its job is to challenge the finding and prove whether it is real. Only verified issues make it into the final report. And each one comes with clear instructions for fixing it. Most security scanners give you a long list of possibilities. This workflow focuses on the problems it can actually confirm. Vibe-coded apps move fast. But shipping fast without an audit can...

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