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This week we're sharing 12 articles, 12 open source projects, 2 podcasts & videos, and 2 hot topics.
Here are the title summaries for this issue:
① Design Patterns You Should Unlearn in Python-Part1
② The Python Language Summit 2025
③ State of Free-Threaded Python
④ An introduction to Python for R users
⑤ How global variables work in Python bytecode
⑥ Are Python Dictionaries Ordered Data Structures?
⑦ Understanding and Coding the KV Cache in LLMs from Scratch
⑧ 从 browser-use 出发，品 Agent 实现
⑨ PEP 795 – Deep Immutability in Python
⑩ The Missing Manual for Signals: State Management for Python Developers
⑪ Create your customized running plan: A step-by-step guide using Python, Elasticsearch, and Agno
⑫ The fastest way to detect a vowel in a string
① MiniMax-M1: the world's first open-weight, large-scale hybrid-attention reasoning model
② A functional standard library for Python
③ TurboDRF: The dead simple Django REST Framework API generator with role-based permissions
④ WinUp: A ridiculously Pythonic and powerful framework for building beautiful desktop applications
⑤ Framefox: Python web framework that makes development enjoyable
⑥ miniDiffusion: A reimplementation of Stable Diffusion 3.5 in pure PyTorch
⑦ pyleak: Detect leaked asyncio tasks, threads, and event loop blocking with stack trace in Python
⑧ Shiny for Python
⑨ AI design agent, local alternative for Lovart
⑩ FlareSolverr: Proxy server to bypass Cloudflare protection
⑪ ii-agent: a new open-source framework to build and deploy intelligent agents
⑫ ChinaTextbook: Complete Collection of Chinese K-12 and University PDF Textbooks
① My PyCon Talk This Year: Discussing My First Completed PEP
② Program Your Own Computer in Python
① PEP 779: Criteria for supported status for free-threaded Python
② Any convenient and user-friendly Python GUI frameworks?
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