Machine Learning Tech Brief By HackerNoon

What 49 Vibe-Coded GitHub Projects Revealed About AI Code Duplication


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This story was originally published on HackerNoon at: https://hackernoon.com/what-49-vibe-coded-github-projects-revealed-about-ai-code-duplication.


Scanned 49 vibe-coded GitHub projects for code duplication. Found that AI skill libraries - not AI apps - have the highest duplication rates, up to 37%.

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This story was written by: @akucherenko. Learn more about this writer by checking @akucherenko's about page,
and for more stories, please visit hackernoon.com.


I ran jscpd against 49 vibe-coded GitHub projects looking for code duplication patterns. Average duplication: 7.98% (above the 3-5% industry benchmark). But the unexpected finding wasn't in the apps — it was in the skill libraries built to teach AI agents how to code. Those have 30-40% duplication rates, mostly in markdown instructions and CSS templates duplicated for different agent platforms. The infrastructure designed to enforce AI discipline embodies the same pattern it's trying to prevent.

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