https://ollayor.uz/ https://ollayor.uz/static/me.webp Ollayor Maxammadnabiyev - Software Engineer Portrait of Ollayor Maxammadnabiyev, Software Engineer https://ollayor.uz/ https://ollayor.uz/static/myself-social-optimized.jpg Ollayor Maxammadnabiyev - Social Media Image Professional portrait for social media sharing https://ollayor.uz/blog/aicom 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 aicom (i hate writing commit messages, so i automated them) I was deep in a refactor — moving files, updating imports, tweaking types. Flow state. Then I had to stop and write a commit... https://ollayor.uz/blog/why-uv-is-killing-traditional-python-tooling-and-why-you-should-care https://pbs.twimg.com/media/Gxbc8v4bQAEnUeA?format=jpg&name=small Why uv is Killing Traditional Python Tooling (And Why You Should Care) The Python tooling ecosystem has been a mess for years. pip is slow, poetry is bloated, pipenv is abandoned, and pyenv barely works on Windows. 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