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It was on a very silly project, but with even Linux's creator now using AI, the debate over code quality, maintainability, and developer skills is likely to intensify.

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I'm not a programmer, but I tried four vibe coding tools to see if I could build anything at all on my own. Here's what I did and did not accomplish.

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Duolingo, Inc. is rated a Sell but remains expensive with strong revenue growth and platform potential. Learn more about DUOL ...

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Learn how to run AI on your own machine in 2026 with no token limits, so you keep data private and save money, using affordable secondhand hardware.