TILens Daily Edition
2026-11-05
Filters: topic=python, github=hidden

Stats: 22 articles, 10 sources, 4 research papers
Top topics: Python, AI, AI Research

## News

- How the Python ecosystem responded to the eMudhra intermediate compromise
  Source: pyfound-blog
  Topic: Python
  URL: https://pyfound.blogspot.com/2026/11/how-python-ecosystem-responded-to.html

- Beautiful Soup: Build a Web Scraper With Python
  Source: real-python
  Topic: Python
  URL: https://realpython.com/beautiful-soup-web-scraper-python/

- Learn With Mentor AI: Getting More Out of Video Courses
  Source: real-python
  Topic: Python
  URL: https://realpython.com/learn-with-mentor-ai-video-courses/

- Polars vs pandas: What's the Difference?
  Source: real-python
  Topic: Python
  URL: https://realpython.com/polars-vs-pandas/

- Quiz: Python Plotting With Matplotlib (Guide)
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/python-matplotlib-guide/

- Quiz: Learn With Mentor AI: Getting More Out of Video Courses
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/learn-with-mentor-ai-video-courses/

- Quiz: Beautiful Soup: Build a Web Scraper With Python
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/beautiful-soup-web-scraper-python/

- Why Rust Web Development Sucked for Web Developers (Until Now)
  Source: devto-javascript
  Topic: JavaScript (+Django, FastAPI, Python)
  URL: https://dev.to/somens_8dworld_53ba0a92/why-rust-web-development-sucked-for-web-developers-until-now-g0f

## Research

- How to Report for 100+ Clients With One Semantic Model
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/how-to-report-for-100-clients-with-one-semantic-model/

- How We Built NASA's Zero-Shot Detector for Gas Leaks from Space
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/how-we-built-nasas-zero-shot-detector-for-gas-leaks-from-space/

- How GEO, WebMCP, and Bot Paywalls Are Building the AI-Native Internet
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/how-geo-webmcp-and-bot-paywalls-are-building-the-ai-native-internet/

- Why a Tiny GPT Can Know Two Facts and Still Not Connect Them
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/why-a-tiny-gpt-can-know-two-facts-and-still-not-connect-them/

## Community

- I am tired
  Source: kushal-das
  Topic: Python (+AI)
  URL: https://kushaldas.in/posts/i-am-tired.html

- Quoting Paul Ford
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Nov/5/paul-ford/

- 10 Years of BHS, Valley Health, Winchester, Virginia
  Source: kenneth-reitz
  Topic: Python
  URL: https://kennethreitz.org/essays/2026-11-05-mental_health_triage_bhs

- Glyph Lefkowitz: Why You Should Care About The Political Project of Twisted
  Source: planet-python
  Topic: Python
  URL: https://blog.glyph.im/2026/11/the-project-of-twisted.html

- PyCharm: What’s New in PyCharm 2026.3
  Source: planet-python
  Topic: Python (+AI, FastAPI)
  URL: https://blog.jetbrains.com/pycharm/2026/11/what-s-new-in-pycharm-2026-3/

- Make print() use a single write() call
  Source: discuss-python-ideas
  Topic: Python
  URL: https://discuss.python.org/t/make-print-use-a-single-write-call/109886

- LernerPython blog, from Reuven Lerner: Python 3.15 comprehension unpacking: Why you can’t transform items
  Source: planet-python
  Topic: Python
  URL: https://lernerpython.com/2026/11/05/python-3-15-comprehension-unpacking-why-you-cant-transform-items/

- Wing Tips: Getting Started with Autonomous Development in Wing Pro 12.1
  Source: planet-python
  Topic: Python
  URL: https://wingware.com/blog/agent-autonomous

- Graham Dumpleton: A first look at Muru
  Source: planet-python
  Topic: Python
  URL: https://grahamdumpleton.me/posts/2026/11/a-first-look-at-muru/

- The State of Python Profiling in 2026
  Source: lobsters
  Topic: General (+Python)
  URL: https://p403n1x87.github.io/the-state-of-python-profiling-in-2026.html