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

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 … Read more

Quantum Computing Explained for People Who Already Understand Software

In December 2024, Google announced that its Willow quantum chip completed a computation in minutes that would take the world’s best classical supercomputers longer than the age of the universe to solve. That claim spread everywhere. What most coverage left out: the benchmark was specifically designed to be hard for classical computers and easy for … Read more

I have a new go-to browser

Hi, friends! Welcome to Installer No. 129, your guide to the best and Verge-iest stuff in the world. (If you’re new here, welcome, come on you Gunners, and also you can read all the old editions at the Installer homepage.) This week, I’ve mostly been sick, which has meant nearly a full rewatch of Parks … Read more