What 2,000 Exposed Vibe-Coded Apps Reveal About the Limits of Most Security Stacks

What 2,000 Exposed Vibe-Coded Apps Reveal About the Limits of Most Security Stacks

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Shadow AI used to mean employees pasting things they shouldn't into ChatGPT. It now means something bigger: employees building full applications with AI, wiring them into production systems, and publishing them on the open internet. Without Security or IT in the loop.

The artifact moved from a prompt to a product. The risk surface moved with it.

In The Shadow Builders report (get it here), a

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