discussionSecurity & Compliance · Application SecuritystructuralAPISecurity ToolsDeploymentAI Powered

AI-generated code ships with leaked keys and security misconfigurations in production

Sites built with AI coding assistants frequently go live with leaked API keys, dev-mode configurations, placeholder content, and missing security headers embedded in the browser bundle. As vibe-coding lowers the barrier to shipping, security review practices have not kept pace. Vibe Check was launched to scan for these issues in seconds, validating real demand for automated production security auditing.

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