Python Trending Weekly

Language / 语言: 🇺🇸 English | 🇨🇳 中文

Good news! We've launched our brand new official website. Welcome to visit: https://weekly.pythoncat.top

In this age of information overload, while access to information has become incredibly convenient, the cost of filtering quality content has significantly increased.

Reading what you want, what you need, and what helps you grow - these are not abilities everyone possesses.

Python Trending Weekly is produced by Python Cat, carefully curating over 400+ Chinese and English information sources to bring you the most valuable articles, tutorials, open-source projects, software tools, podcasts, videos, and trending topics.

Our vision: Help all readers improve their Python skills and increase their career and side income.

Contributions are welcome! To recommend articles, projects, resources, or information sources (including your own), please submit an issue.

✨ Why Choose Python Trending Weekly?

🌍 Comprehensive Global Coverage

Handpicked from 400+ premium sources across Chinese and English ecosystems, spanning official documentation, technical blogs, open-source communities, and academic publications to deliver cutting-edge, authoritative insights.

📚 Multi-Format Content

From in-depth technical articles and open-source projects to multimedia resources, trending topics, and technical books—everything you need for diverse learning experiences.

📊 Substantial Content Volume

Each issue features 12 carefully selected technical articles plus 12 open-source projects, enhanced with multimedia resources and trending discussions for a complete tech ecosystem.

🤖 AI-Powered + Human-Curated

AI technology efficiently aggregates massive information streams, while human editors apply rigorous standards to ensure every recommendation delivers genuine learning value.

🔍 In-Depth Content Analysis

Every piece includes thoughtfully crafted summaries and editorial insights—not just raw content reposts—plus relevant supplementary materials for deeper understanding.

🎨 Rich Visual Presentation

Beautifully designed layouts with compelling visuals, plus special highlighting for 1000+ star open-source projects to help you quickly identify top-tier resources.

🐱 Paid Subscription

Starting from issue #47, this weekly newsletter has transitioned to a paid model. If you'd like to learn more about our paid subscription and why we made this change, please read this blog post.

We currently offer one subscription option:

• Patreon (Recommended for English readers)

As we publish more issues, we'll gradually make earlier content freely available (issue n+50 will be free). Stay tuned!

📊 Data Statistics

🦄 Past Issues

• Issue 156: Pydantic Takes Over httpx
• Shared 12 articles, 12 open-source projects
• Issue 155: Python 3.14 GC Rigamarole and More
• Shared 12 articles, 12 open-source projects
• Issue 154: CPython JIT Temporarily Suspended
• Shared 12 articles, 12 open-source projects
• Issue 153: Control and Memory for AI Agents
• Shared 12 articles, 14 open-source projects
• Issue 152: Have AI Coding Agents Finally Crossed the Quality Threshold?
• Shared 10 articles, 12 open-source projects
• Issue 151: My experience at PyCon US 2026
• Shared 11 articles, 12 open-source projects
• Issue 150: Python Project Performance Analysis
• Shared 12 articles, 12 open-source projects
• Issue 149: What's new in pip 26.1
• Shared 12 articles, 12 open-source projects
• Issue 148: Using LLMs to find Python C-extension bugs
• Shared 12 articles, 12 open-source projects
• Issue 147: The Story of JIT in Python and Ruby
• Shared 12 articles, 12 open-source projects
• Issue 146: Rust for CPython Progress Update
• Shared 12 articles, 12 open-source projects
• Issue 145: Claude Code Port Reaches 160K Stars!
• Shared 12 articles, 12 open-source projects
• Issue 144: Rewriting a 20-year-old Python library
• Shared 13 articles, 12 open-source projects
• Issue 143: Reinventing Python's AsyncIO
• Shared 13 articles, 12 open-source projects
• Issue 142: The Python Optimization Ladder
• Shared 12 articles, 12 open-source projects
• Issue 141: ral History of Python's Early Contributors
• Shared 12 articles, 13 open-source projects
• Issue 140: You Could've Invented OpenClaw
• Shared 12 articles, 13 open-source projects
• Issue 139: Why People Always Want to Replace Data Analysts?
• Shared 14 articles, 14 open-source projects
• Issue 138: Is It Being Killed by Incremental Improvements?
• Shared 12 articles, 12 open-source projects
• Issue 137: What's New in pandas 3.0
• Shared 12 articles, 12 open-source projects
• Issue 136: Anthropic invests $1.5 million to PSF
• Shared 12 articles, 12 open-source projects
• Issue 135: Python 3.6-3.14 Performance
• Shared 12 articles, 12 open-source projects
• Issue 134: How uv got so fast
• Shared 12 articles, 12 open-source projects
• Issue 133: Why You Should Read More Engineering Blogs
• Shared 12 articles, 12 open-source projects
• Issue 132: 30 Years of Freelancing with Python
• Shared 12 articles, 12 open-source projects
• Issue 131: Build AI agents from scratch
• Shared 12 articles, 12 open-source projects
• Issue 130: Django 6.0 is Here
• Shared 12 articles, 12 open-source projects
• Issue 129: Pydantic can do what?
• Shared 12 articles, 12 open-source projects, 2 hot discussions
• Issue 128: Rust for CPython
• Shared 13 articles, 12 open-source projects
• Issue 127: A Plan for 5-10% Faster Free-Threaded JIT by Python 3.16
• Shared 13 articles, 12 open-source projects, 2 audio/videos
• Issue 126: A modern static site generator
• Shared 12 articles, 12 open-source projects
• Issue 125: Personal AI Notebooks
• Shared 12 articles, 12 open-source projects
• Issue 124: Taking a Rational View of GIL Removal
• Shared 12 articles, 12 open-source projects, 2 audio/videos
• Issue 123: You Probably Don't Need the Singleton Pattern
• Shared 12 articles, 12 open-source projects, 3 audio/videos
• Issue 122: Python 3.14 is Here – But How Fast Is It Really?
• Shared 12 articles, 12 open-source projects
• Issue 121: How Engineers Make High-Impact Decisions？
• Shared 12 articles, 12 open-source projects
• Issue 120: Comparison of New Python Type Checkers
• Shared 13 articles, 13 open-source projects, 1 audio/videos, 2 hot discussions
• Issue 119: Google Discontinues Pytype Development!
• Shared 12 articles, 12 open-source projects
• Issue 118: Why Isn't Python Async More Popular?
• Shared 12 articles, 12 open-source projects
• Issue 117: A Documentary on Python's Origin Story
• Shared 12 articles, 12 open-source projects, 1 audio/videos
• Issue 116: The State of Python 2025
• Shared 12 articles, 12 open-source projects
• Issue 115: Astral Launches pyx Package Registry, AI Optimizes 20-Year-Old Code
• Shared 12 articles, 12 open-source projects
• Issue 114: Python performance myths and fairy tales
• Shared 12 articles, 12 open-source projects
• Issue 113: Replacing Async/Await with Virtual Threads
• Shared 12 articles, 12 open-source projects, 1 audio/videos
• Issue 112: Welcoming the New Generation of AI-Era Programmers
• Shared 13 articles, 12 open-source projects
• Issue 111: Django Celebrates 20th Anniversary, Former OpenAI Employee Shares Work Experience
• Shared 13 articles, 13 open-source projects, 1 audio/videos
• Issue 110: JIT Compiler Two-Year Retrospective, AI Agent Tools Explosion
• Shared 12 articles, 12 open-source projects
• Issue 109: Python Performance Optimization Tips
• Shared 13 articles, 13 open-source projects
• Issue 108: Will AI Replace Junior Developers?
• Shared 12 articles, 12 open-source projects, 2 audio/videos
• Issue 107: GIL-Free Python Gets Official Approval
• Shared 12 articles, 12 open-source projects, 2 audio/videos, 2 hot discussions
• Issue 106: PEP 734 officially accepted, the era of multiple interpreters is coming
• Shared 12 articles, 15 open-source projects
• Issue 105: Best Practices for Developing React+Flask Projects in 2025
• Shared 12 articles, 12 open-source projects
• Issue 104: Python Considering Adding Virtual Threads?
• Shared 12 articles, 12 open-source projects, 2 audio/videos, 2 hot discussions
• Issue 103: LlamaIndex's Monorepo Transformation
• Shared 12 articles, 13 open-source projects, 2 audio/videos
• Issue 102: Microsoft Lays Off Faster CPython Team
• Shared 12 articles, 12 open-source projects, 2 audio/videos, 3 hot topics
• Issue 101: Rust-Developed Python Type Checking Tool
• Shared 12 articles, 12 open-source projects
• Issue 100: With f-strings, Why Do We Need t-strings?
• Shared 12 articles, 12 open-source projects, 1 audio/video
• Issue 99: How to Run Python in Production?
• Shared 12 articles, 12 open-source projects, 2 audio/videos, 2 hot topics
• Issue 98: t-string Syntax Officially Accepted
• Shared 12 articles, 12 open-source projects, 2 audio/videos
• Issue 97: CUDA Finally Natively Supports Python!
• Shared 12 articles, 12 open-source projects, 2 hot topics
• Issue 96: What Exactly is MCP?
• Shared 12 articles, 12 open-source projects, 2 hot discussions
• Issue 95: Using Computers Like Humans
• Shared 11 articles, 12 open-source projects
• Issue 94: How to Solve FastAPI's Large File Transfer Problem?
• Shared 11 articles, 12 open-source projects, 2 audio/videos
• Issue 93: Why is "if not list" 2x Faster Than len()?
• Shared 12 articles, 12 open-source projects
• Issue 92: A Map of Python Packages
• Shared 12 articles, 12 open-source projects
• Issue 91: The Future of Python in the Browser
• Shared 12 articles, 12 open-source projects
• Season 3 Collection
• Highlights from issues 61-90
• Issue 90: uv Turns One Year Old: Pros and Cons Analysis
• Shared 12 articles, 12 open-source projects
• Issue 89: Python 3.14's New Interpreter!
• Shared 12 articles, 12 open-source projects, 2 hot discussions
• Issue 88: What Was Python's First Stable Version Like?
• Shared 12 articles, 12 open-source projects, 1 hot discussion
• Issue 87: Open-Source Models Comparable to OpenAI-o1
• Shared 12 articles, 12 open-source projects
• Issue 86: Jupyter Notebook Intelligent Coding Assistant
• Shared 12 articles, 12 open-source projects
• Issue