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PageTwins: I Planted One Defect on 100 Landing Pages. Which AI Graders Noticed?

This story is from 2026-10-11. It is preserved in the archive; the latest stories are on the live feed.

This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked I build Shipgrade, a tool that grades landing pages. It reads a page the way a script does: the headline, the buttons, the prices. It never looks at the page. That left me with two questions I had never measured. What doe…

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  1. 2026-10-11 06:51 · DEV Community — Machine Learning
    PageTwins: I Planted One Defect on 100 Landing Pages. Which AI Graders Noticed?

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