TILens Daily Edition
2026-09-08
Filters: topic=python, github=hidden

Stats: 44 articles, 8 sources, 5 research papers
Top topics: Python, AI, Django

## News

- mitti: Next-Gen ASGI Framework
  Source: pycoders-weekly
  Topic: Python
  URL: https://github.com/grandimam/mitti

- Profiling and Making Apps Fast by Default
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/podcasts/rpp/310/

- Testing Async Python Without Losing Your Mind
  Source: pycoders-weekly
  Topic: Python
  URL: https://dev.to/peytongreen_dev/testing-async-python-without-losing-your-mind-5344

- Why OOP Exists
  Source: pycoders-weekly
  Topic: Python
  URL: https://mathspp.com/blog/why-oop-exists

- pandas-silent-bugs: 182 Examples Where pandas Is Wrong
  Source: pycoders-weekly
  Topic: Python
  URL: https://github.com/thibaudlepan77-svg/pandas-silent-bugs

- How to Fix ‘NoneType’ Object Has No Attribute Errors
  Source: pycoders-weekly
  Topic: Python
  URL: https://systemcraftpress.com/blog/nonetype-has-no-attribute/

- PyDay Boyacá 2026
  Source: pycoders-weekly
  Topic: Python
  URL: https://www.pyday.co/

- Quiz: Python 3.15 Preview: UTF-8 by Default
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/quizzes/python315-utf8-default/

- Which AI Tools Are Worth Using? A Live Course for Python Devs With “No Time to Try Them Out”
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/workshops/ai-tools/

- The Top Open-Source Code Reviewer on Code-Review-Bench
  Source: pycoders-weekly
  Topic: Python
  URL: https://github.com/Agent-Field/pr-af

- A Browser DOM, in Python!
  Source: pycoders-weekly
  Topic: Python
  URL: https://github.com/byteface/domonic

- Type Checking Could Be the Guardrail Your Agent Is Missing
  Source: pycoders-weekly
  Topic: Python
  URL: https://pyrefly.org/pycoders-2/

- Storing Django Static and Media Files on Cloudflare R2
  Source: pycoders-weekly
  Topic: Python (+Django)
  URL: https://testdriven.io/blog/django-cloudflare-r2/

- Build Your Own Face Recognition Tool With Python
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/face-recognition-with-python/

- DjangoCologne
  Source: pycoders-weekly
  Topic: Python (+Django)
  URL: https://www.meetup.com/de-de/koln-django-meetup-gruppe/

- jsonstore: Django JSONField Data as Virtual Model Fields
  Source: pycoders-weekly
  Topic: Python (+Django)
  URL: https://github.com/viewflow/jsonstore

- Migration Strategies for Going From pandas to Polars
  Source: pycoders-weekly
  Topic: Python
  URL: https://pola.rs/posts/pandas-to-polars-migration-strategies/

- Patrick Müller
  Source: pycoders-weekly
  Topic: Python
  URL: https://twitter.com/@Paer06

- shedskin: Restricted-Python-to-C++ Transpiler
  Source: pycoders-weekly
  Topic: Python
  URL: https://github.com/shedskin/shedskin

- Python 3.15 Preview: UTF-8 by Default
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/python315-utf8-default/

- Optimal Seating on the Airbus A380
  Source: pycoders-weekly
  Topic: Python
  URL: https://tech.marksblogg.com/a380-seating.html

- Async Programming in Python: From Generators to asyncio
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/python-async-features/

- Analysis Paralysis Sucks
  Source: pycoders-weekly
  Topic: Python
  URL: https://www.loopwerk.io/articles/2026/analysis-paralysis/

- Build a Plugin Architecture With a Pydantic and FastAPI
  Source: pycoders-weekly
  Topic: Python (+FastAPI)
  URL: https://patrickm.de/plugin-architecture-across-service-boundaries-an-api-contract-with-pydantic-fastapi-pt-1/

- Primer on Python Decorators
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/primer-on-python-decorators/

- When to Use NotImplemented
  Source: pycoders-weekly
  Topic: Python
  URL: https://www.pythonmorsels.com/when-to-use-notimplemented/

- Python Timer Functions
  Source: real-python
  Topic: Python
  URL: https://realpython.com/courses/python-timer-functions/

- Quiz: Python Timer Functions
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/python-timer-functions/

- PyPI Incident Report: File Hosting Errors
  Source: pycoders-weekly
  Topic: Python
  URL: https://blog.pypi.org/posts/2026-09-08-file-hosting-errors/

## Research

- How to Maximize GPT-6 Astra
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/how-to-maximize-gpt-6-astra/

- The Model Validation Playbook for GenAI: Lessons from Banking
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/the-model-validation-playbook-for-genai-lessons-from-banking/

- A Beginner’s Guide to World Models
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/a-beginners-guide-to-world-models/

- Introducing ShipAI
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/introducing-shipai/

- Context Windows Don’t Know What’s Still True — I Built a Validity Layer That Does
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/context-windows-dont-know-whats-still-true-i-built-a-validity-layer-that-does/

## Community

- Some thoughts on the Navier–Stokes Millennium Prize Problem
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Sep/8/on-navier-stokes/

- Introducing ChatGPT Images 2.5
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Sep/8/introducing-chatgpt-images-25/

- Function-level (indent-less) "with" to do cleanup when function exits
  Source: discuss-python-ideas
  Topic: Python
  URL: https://discuss.python.org/t/function-level-indent-less-with-to-do-cleanup-when-function-exits/108958

- PyCoder’s Weekly: Issue #751: Profiling, From pandas to Polars, NotImplemented, and More (2026-09-08)
  Source: planet-python
  Topic: Python (+AI, FastAPI)
  URL: https://pycoders.com/issues/751

- Django Weblog: Call for volunteers: Fundraising Working Group
  Source: planet-python
  Topic: Python (+Django)
  URL: https://www.djangoproject.com/weblog/2026/sep/08/call-for-volunteers-fundraising-working-group/

- LernerPython blog, from Reuven Lerner: Claude Code always produces something. That’s the hard part.
  Source: planet-python
  Topic: Python
  URL: https://lernerpython.com/2026/09/08/claude-code-always-produces-something/

- LernerPython blog, from Reuven Lerner: Python’s __radd__: How reflected operators handle 5 + x
  Source: planet-python
  Topic: Python
  URL: https://lernerpython.com/2026/09/08/pythons-radd-how-reflected-operators-handle-5-x/

- Graham Dumpleton: Live tracing with wrapture
  Source: planet-python
  Topic: Python
  URL: https://grahamdumpleton.me/posts/2026/09/live-tracing-with-wrapture/

- Teaching NumPy’s ufuncs new tricks
  Source: lobsters
  Topic: General (+Python)
  URL: https://labs.quansight.org/blog/teaching-numpys-ufuncs-new-tricks

## Media

- #495 Banned
  Source: python-bytes
  Topic: Python (+Django)
  URL: https://pythonbytes.fm/episodes/show/495/banned