TILens Daily Edition
2026-11-03
Filters: topic=python, github=hidden

Stats: 50 articles, 9 sources, 4 research papers
Top topics: Python, AI, Django

## News

- Announcing new Security Developer at the PSF
  Source: pyfound-blog
  Topic: Python (+AI)
  URL: https://pyfound.blogspot.com/2026/10/announcing-new-security-developer-2026.html

- How to Add AI Voice to Your Django App
  Source: devto-javascript
  Topic: JavaScript (+Django, Python)
  URL: https://dev.to/voice_developer/how-to-add-ai-voice-to-your-django-app-31ab

- PyCon Chile 2026
  Source: pycoders-weekly
  Topic: Python
  URL: https://pycon.cl/

- borb: Read, Create and Edit PDF Files in Python
  Source: pycoders-weekly
  Topic: Python
  URL: https://github.com/borb-pdf/borb

- Google Adopts Pyrefly for Typechecking
  Source: pycoders-weekly
  Topic: Python
  URL: https://opensource.googleblog.com/2026/10/adopting-pyrefly-as-the-python-type-checker-at-google.html

- Job Board
  Source: pycoders-weekly
  Topic: Python
  URL: https://www.pythonjobshq.com

- Supply Chain Security for the Age of AI-Speed Exploits
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/python-supply-chain-security/

- Three Ways of Storing and Accessing Lots of Images in Python
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/storing-images-in-python/

- Python 3.15.2, 3.14.10, 3.13.18, 3.12.16 and 3.11.18 Released
  Source: pycoders-weekly
  Topic: Python
  URL: https://blog.python.org/2026/10/python-3152-31410-31318-31216-31118/

- quarantine: Dead Letter Queue and Replay Debugger
  Source: pycoders-weekly
  Topic: Python
  URL: https://github.com/halcyon-past/quarantine

- Weekly Real Python Office Hours Q&A (Virtual)
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/office-hours

- Python’s Experimental JIT to Be Removed
  Source: pycoders-weekly
  Topic: Python
  URL: https://lwn.net/SubscriberLink/1102102/489e41d80e4966aa/

- Canberra Python Meetup
  Source: pycoders-weekly
  Topic: Python
  URL: https://www.meetup.com/canberra-python-meetup-group/

- Critical Flaw in Pillow Allows Code Execution
  Source: pycoders-weekly
  Topic: Python
  URL: https://thehackernews.com/2026/10/critical-flaw-in-pythons-popular-pillow.html

- Twitter
  Source: pycoders-weekly
  Topic: Python
  URL: https://twitter.com/pycoders

- 13 Project Ideas for Intermediate Python Developers
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/intermediate-python-project-ideas/

- Quiz: Supply Chain Security for the Age of AI-Speed Exploits
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/quizzes/python-supply-chain-security/

- Aritro Saha
  Source: pycoders-weekly
  Topic: Python
  URL: https://twitter.com/halcyon_past

- Python on My Wrist
  Source: pycoders-weekly
  Topic: Python
  URL: https://tildeweb.nl/~michiel/python-on-my-wrist.html

- PyCon ES 2026
  Source: pycoders-weekly
  Topic: Python
  URL: https://2026.es.pycon.org/

- GPT-6.1 Terra Draws a Python Reading a Book
  Source: pycoders-weekly
  Topic: Python (+AI)
  URL: https://realpython.com/ai-benchmark-gpt-6-1-terra/

- f1-race-replay: Interactive Formula 1 Race Visualisation
  Source: pycoders-weekly
  Topic: Python
  URL: https://github.com/IAmTomShaw/f1-race-replay

- fastpybase64: Fast Base64 Encoding and Decoding
  Source: pycoders-weekly
  Topic: Python
  URL: https://github.com/simdutf/fastpybase64

- Khuyen Tran
  Source: pycoders-weekly
  Topic: Python
  URL: https://twitter.com/KhuyenTran16

- Polars 2.0: Streaming by Default and Stricter Types
  Source: pycoders-weekly
  Topic: Python
  URL: https://openteams.com/engineering-blog/polars-2-whats-new/

- Python El Salvador Vuelve
  Source: pycoders-weekly
  Topic: Python
  URL: https://python.org.sv/eventos/reactivacion-2026/

- django-cachalot: Cache Queries With Automatic Invalidation
  Source: pycoders-weekly
  Topic: Python (+Django)
  URL: https://github.com/noripyt/django-cachalot

- NumPy Tutorial: Your First Steps Into Data Science in Python
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/numpy-tutorial/

- CodeAF: 78% on DeepSWE with an Open Model
  Source: pycoders-weekly
  Topic: Python
  URL: https://github.com/Agent-Field/CodeAF

- Django as a Simple Static Site Builder
  Source: pycoders-weekly
  Topic: Python (+Django)
  URL: https://nanodjango.dev/blog/2026-10-static-site-builder/

- Tachyon: Sampling Profiling in Python
  Source: pycoders-weekly
  Topic: Python
  URL: https://mathspp.com/blog/tachyon-sampling-profiling-in-python

- Brought to you by Real Python
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/account/join/

- Move Past the Chat Window With Codex CLI
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/workshops/codex/?utm_source=pycoders&utm_medium=email&utm_campaign=pycoders-issue&utm_content=2026-11-03

- Converting Documents to Markdown With MarkItDown
  Source: real-python
  Topic: Python (+AI)
  URL: https://realpython.com/courses/converting-documents-markdown-markitdown/

- Quiz: Converting Documents to Markdown With MarkItDown
  Source: real-python
  Topic: Python (+AI)
  URL: https://realpython.com/quizzes/converting-documents-markdown-markitdown/

- Quiz: How to Use Claude Code Skills for Better Python Docstrings
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/claude-code-skills/

## Research

- AI Will Do Your Job. That Should Be Good News.
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/ai-will-do-your-job-that-should-be-good-news/

- A Good Shooter or Just a Good Shot Selector? Using Python to Find Out
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/a-good-shooter-or-just-a-good-shot-selector-using-python-to-find-out/

- Your Agent Works in the Demo. Now Make It Survive Monday.
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/your-agent-works-in-the-demo-now-make-it-survive-monday/

- Three Techniques to Understand Your Codebase When Coding Agents Write the Code
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/three-techniques-to-understand-your-codebase-when-coding-agents-write-the-code/

## Community

- Qwen 3.8 27B on my laptop can interpret model weights, too
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Nov/3/qwen-can-interpret-model-weights/

- I discovered a sound that leaks your exact location (and it's everywhere) - YouTube
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Nov/3/a-sound-that-leaks-your-exact-location/

- October sponsors-only newsletter
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Nov/3/october-newsletter/

- PyCoder’s Weekly: Issue #759: Pillow Flaw, JIT Removed, Security, and More (2026-11-03)
  Source: planet-python
  Topic: Python
  URL: https://pycoders.com/issues/759

- death and gravity: pyinfra – simple infrastructure automation in Python
  Source: planet-python
  Topic: Python
  URL: https://death.andgravity.com/pyinfra

- Django Weblog: Django security releases issued: 6.1.3, 6.0.10, and 5.2.19
  Source: planet-python
  Topic: Python (+Django)
  URL: https://www.djangoproject.com/weblog/2026/nov/03/security-releases/

- Tryton News: Tryton News November 2026
  Source: planet-python
  Topic: Python
  URL: https://discuss.tryton.org/t/tryton-news-november-2026/9458

- Wingware: Wing Python IDE Version 12.1 - November 3, 2026
  Source: planet-python
  Topic: Python
  URL: https://wingware.com/news/2026-11-03

## Media

- #568: Cloudflare Python Workers
  Source: talk-python
  Topic: Python (+FastAPI)
  URL: https://talkpython.fm/episodes/show/568/cloudflare-python-workers

- #503 It’s not 85% HTML
  Source: python-bytes
  Topic: Python
  URL: https://pythonbytes.fm/episodes/show/503/it-s-not-85-html