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Kimi-K3 Technical Report [pdf]

Related: Kimi-K3 on HuggingFace - https://news.ycombinator.com/item?id=49065752 Comments URL: https://news.ycombinator.com/item?id=49070985 Points: 388 # Comments: 180

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Designing a Page Object Model + TestNG Hybrid Framework: Patterns That Actually Scale

Most articles on Page Object Model are written by people who maintain twelve tests. This is one written by somebody who has lived inside a 2,400-test web automation suite for three years and watched it ossify, get rebuilt, and ossify again. I don’t think POM is wrong. I think the version of POM that gets taught — one class per page, methods that wrap WebElement clicks — falls apart somewhere around 300 tests. The version we run today still calls itself POM, and the page classes look like the ori

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