Azumo Insights
Build Intelligent Apps
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AI Insights
The Real Cost of Ignoring Vibe Code Technical Debt: Rescue vs. Rebuild vs. Do Nothing
CodeRabbit's December 2025 analysis found AI-co-authored code shipped 1.7× more major issues and 2.74× more security vulnerabilities than human-only code. The Cloud Security Alliance reports AI-assisted commits expose secrets at 3.2% compared to 1.5% for human-only commits, doubling the rate of credential leakage with every deploy. Our team modernizes vibe-coded platforms and the pattern we consistently observe is that the "do nothing" path becomes the most expensive option within 12 to 18 months of production traction because security debt, SDLC process debt, and maintainability debt compound faster than most teams track. The question for technical leaders is no longer whether vibe-coded MVPs carry hidden cost, but which path carries the lowest total cost of ownership: rescue, rebuild, or absorbing the accruing liability.
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