TILens Daily Edition
2026-09-15
Filters: topic=python, github=hidden

Stats: 39 articles, 9 sources, 5 research papers
Top topics: Python, AI, Django

## News

- Announcing the PSF Strategic Plan 2026
  Source: pyfound-blog
  Topic: Python
  URL: https://pyfound.blogspot.com/2026/09/announcing-psf-strategic-plan-2026.html

- Python 3.15 Preview: Lazy Imports
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/python315-lazy-imports/

- How Hard Is It to Find a Remote Python Data Job?
  Source: pycoders-weekly
  Topic: Python
  URL: https://mljar.com/blog/remote-python-data-job-hacker-news/

- Tired of Getting Blocked While Scraping the Web?
  Source: pycoders-weekly
  Topic: Python
  URL: https://www.scrapingbee.com/pricing/?utm_source=sponsored_newsletter&utm_medium=email&utm_campaign=real_python_pycoders

- Prototyping a New CLI for Wagtail
  Source: pycoders-weekly
  Topic: Python
  URL: https://wagtail.org/blog/prototyping-a-cli-for-wagtail/

- import-linter: Define and Enforce Rules for Imports
  Source: pycoders-weekly
  Topic: Python
  URL: https://github.com/seddonym/import-linter

- Quiz: Python 3.15 Preview: Lazy Imports
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/quizzes/python315-lazy-imports/

- An Effective Python Development Environment
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/effective-python-environment/

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

- Python Leiden User Group
  Source: pycoders-weekly
  Topic: Python
  URL: https://pythonleiden.nl/meeting-2026-09-17.html

- dbmask: Discover & Mask Sensitive Data in Databases
  Source: pycoders-weekly
  Topic: Python
  URL: https://github.com/sealandseacat/dbmask

- Plotext 6: Plot Data, Images and Video in the Terminal
  Source: pycoders-weekly
  Topic: Python
  URL: https://github.com/piccolomo/plotext

- Profile on Guido van Rossum
  Source: pycoders-weekly
  Topic: Python
  URL: https://www.bbntimes.com/technology/guido-van-rossum-dutch-autodidact-language-designer-and-creator-and-emeritus-benevolent-dictator-of-python

- PyCon Cameroon 2026
  Source: pycoders-weekly
  Topic: Python
  URL: https://pycon.pythoncameroon.org/

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

- Teaching NumPy’s ufuncs New Tricks
  Source: pycoders-weekly
  Topic: Python
  URL: https://labs.quansight.org/blog/teaching-numpys-ufuncs-new-tricks

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

- Making a Python Interpreter in 1024 Bytes
  Source: pycoders-weekly
  Topic: Python
  URL: https://austinhenley.com/blog/python1024.html

- django-ox: Database Based Django Task Backend
  Source: pycoders-weekly
  Topic: Python (+Django)
  URL: https://github.com/oxpull/django-ox

- deployproof: AST Mutation Testing & Credential Scanning
  Source: pycoders-weekly
  Topic: Python
  URL: https://github.com/SVSPraveen/deployproof

- Stop Writing Edge Case Tests. Use Hypothesis Instead
  Source: pycoders-weekly
  Topic: Python
  URL: https://dev.to/peytongreen_dev/stop-writing-edge-case-tests-let-hypothesis-find-them-instead-5hl0

- Quiz: An Effective Python Environment
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/quizzes/effective-python-environment/

- PyData Bristol Meetup
  Source: pycoders-weekly
  Topic: Python
  URL: https://www.meetup.com/pydata-bristol/

- Automating EDA With fg-data-profiling
  Source: real-python
  Topic: Python
  URL: https://realpython.com/courses/automating-eda-with-fg-data-profiling/

- Quiz: How to Get Started With Ollama
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/get-started-with-ollama/

## Research

- Reparameterization Tricks: Variance Reduction by Smarter Gradients
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/reparameterization-tricks-variance-reduction-by-smarter-gradients/

- How to Build Consistent Designs with Claude Code
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/how-to-build-consistent-designs-with-claude-code/

- Seizing the Moment: The Hidden Silhouette of Data
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/seizing-the-moment-the-hidden-silhouette-of-data/

- How Many Labeled Examples Does a Text Classifier Actually Need? I Measured It.
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/how-many-labeled-examples-does-a-text-classifier-actually-need-i-measured-it/

- Solar Intelligence
  Source: arxiv-cs-ai
  Topic: AI Research (+AI, FastAPI, Information Retrieval, Python)
  URL: https://arxiv.org/abs/2609.13648

## Community

- Gemini Live audio
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Sep/15/gemini-live/

- PyCoder’s Weekly: Issue #752: Dict Performance, Hypothesis, Lazy Imports, and More (2026-09-15)
  Source: planet-python
  Topic: Python (+Django)
  URL: https://pycoders.com/issues/752

- Unifying Tool Directives in Python Comments
  Source: discuss-python-ideas
  Topic: Python
  URL: https://discuss.python.org/t/unifying-tool-directives-in-python-comments/109068

- Django Weblog: DjangoCon Europe 2027 is heading to Innsbruck, Austria! 🏔️⛷️🚠🇦🇹
  Source: planet-python
  Topic: Python (+Django)
  URL: https://www.djangoproject.com/weblog/2026/sep/15/djangocon-europe-2027-is-heading-to-innsbruck/

- Make `__doc__` on sentinels writable
  Source: discuss-python-ideas
  Topic: Python
  URL: https://discuss.python.org/t/make-doc-on-sentinels-writable/109067

- Should json restrict string indentation to JSON whitespace?
  Source: discuss-python-ideas
  Topic: Python
  URL: https://discuss.python.org/t/should-json-restrict-string-indentation-to-json-whitespace/109060

- LernerPython blog, from Reuven Lerner: Python += calls __add__ and rebinds to a new object
  Source: planet-python
  Topic: Python
  URL: https://lernerpython.com/2026/09/15/python-calls-add-and-rebinds-to-a-new-object/

- Graham Dumpleton: Hands-on learning in the age of AI
  Source: planet-python
  Topic: Python
  URL: https://grahamdumpleton.me/posts/2026/09/hands-on-learning-in-the-age-of-ai/

## Media

- #496 A lake house in Seattle
  Source: python-bytes
  Topic: Python (+FastAPI)
  URL: https://pythonbytes.fm/episodes/show/496/a-lake-house-in-seattle