Why Do Vibe-Coded Apps Break? — Real Incidents and How to Survive
1.5M API keys exposed, production databases deleted, 72K government IDs leaked — analyzing 6 real vibe coding incidents and 7 recurring failure patterns.
Why Do Vibe-Coded Apps Break? — Real Incidents and How to Survive
Vibe coding is everywhere. 46% of all new code on GitHub is now AI-generated, and 92% of US developers use AI coding tools daily. A few prompts and you've got an app.
But what happens when these apps actually ship?
Between 2025 and 2026, vibe-coded apps suffered production database deletions, 1.5 million API key exposures, and 72,000 government ID leaks. This post analyzes real incidents, explains why these failures keep happening, and outlines how to prevent them.
1. Six Real-World Incidents
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