Human-curated Python news, projects, articles & tools. Support: patreon.com/pythonhub Suggest a Link: pythonhub.dev/submit/

iFixAi Independent Auditing of AI Agents. Run by human or the agent itself, to answer the most crucial question in the AI Agent Economy. Is the agent doing what is supposed to do? With iFixAi you can have this answer in less than 120 seconds. github.com/ifixai-ai/iFixAi
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OpenArch PyTorch implementations of modern open-source LLM architectures (Llama, Qwen, DeepSeek, Gemma, GPT-OSS, Kimi, and more) — written from scratch for readability and learning, based on Sebastian Raschka's LLM Architecture Gallery. github.com/anuj0456/OpenArch
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Claude-Red Claude-Red is a curated library of drop-in Claude Skills that equips Claude with specialized offensive-security workflows for areas like web apps, Active Directory, wireless, exploit development, cloud, and AI security. github.com/SnailSploit/Claud…
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Soft-deprecating re.match() The article explains when to use re.prefixmatch(), re.search(), and re.fullmatch(), what soft deprecation means for existing code, and how to flag re.match() usage with Ruff. hugovk.dev/blog/2026/soft-de…
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Yokan: a compiler from a statically typed subset of Python to native desktop apps Develop on real CPython with hot reload, ship one native binary, and check that both runs behave the same. github.com/i2y/yokan
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