TILens Daily Edition
2026-09-22
Filters: topic=python, github=hidden

Stats: 49 articles, 9 sources, 5 research papers
Top topics: Python, AI, Django

## News

- Quiz: Python 3.15 Preview: frozendict
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/quizzes/python315-frozendict/

- UnboundLocalError: It’s Scope Decided in Advance
  Source: pycoders-weekly
  Topic: Python
  URL: https://systemcraftpress.com/blog/unboundlocalerror-referenced-before-assignment/

- claude -p “migrate our CI config to RWX”
  Source: pycoders-weekly
  Topic: Python
  URL: https://www.rwx.com/?utm_source=Newsletter&utm_medium=Email&utm_campaign=Real%20Python

- How to Review AI-Generated Python Code Efficiently
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/review-ai-generated-code/

- fastapi-security-headers: OWASP Security Headers for FastAPI
  Source: pycoders-weekly
  Topic: Python (+FastAPI)
  URL: https://github.com/aletgdev/fastapi-security-headers

- Python Southwest Florida (PySWFL)
  Source: pycoders-weekly
  Topic: Python
  URL: https://www.meetup.com/pythonswfl/

- PEP 845: Leading-Dot Value Patterns (Draft)
  Source: pycoders-weekly
  Topic: Python
  URL: https://peps.python.org/pep-0845/

- Functionally Zen
  Source: pycoders-weekly
  Topic: Python
  URL: https://testdouble.com/insights/functionally-zen

- django-absurd: Django Integration for Postgres Absurd
  Source: pycoders-weekly
  Topic: Python (+Django, PostgreSQL)
  URL: https://github.com/lincolnloop/django-absurd

- Django on the Med 2026
  Source: pycoders-weekly
  Topic: Python (+Django)
  URL: https://djangomed.eu/2026/

- Soft-Deprecating re.match()
  Source: pycoders-weekly
  Topic: Python
  URL: https://hugovk.dev/blog/2026/soft-deprecating-re.match/

- PythonCamp Rügen 2026
  Source: pycoders-weekly
  Topic: Python
  URL: https://barcamps.eu/pythoncamp-ruegen-2026/

- Primer on Jinja Templating
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/primer-on-jinja-templating/

- Make Public API Tests Repeatable in Python
  Source: pycoders-weekly
  Topic: Python
  URL: https://codecut.ai/vcrpy-repeatable-public-api-tests-python/

- Agentic Engineering in Python: From Vibes to Evidence
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/agentic-engineering/

- 5 Design Patterns Used in My New Habit Tracker App
  Source: pycoders-weekly
  Topic: Python (+Django)
  URL: https://belderbos.dev/blog/python-patterns-django-habit-tracker/

- pytest Plugins That Actually Change How You Test in 2026
  Source: pycoders-weekly
  Topic: Python
  URL: https://dev.to/peytongreen_dev/pytest-plugins-that-actually-change-how-you-test-in-2026-1ecn

- tonio: A Multi-Threaded Async Runtime for Python
  Source: pycoders-weekly
  Topic: Python
  URL: https://github.com/gi0baro/tonio

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

- Getting Started With Rust as Python Devs
  Source: pycoders-weekly
  Topic: Python
  URL: https://talkpython.fm/episodes/show/563/getting-started-with-rust-as-python-devs

- securo: OSS Personal Finance Manager
  Source: pycoders-weekly
  Topic: Python
  URL: https://github.com/securo-finance/securo

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

- citry: Frontend Web Framework for Python
  Source: pycoders-weekly
  Topic: Python
  URL: https://github.com/citry-dev/citry

- Python 3.15 Preview: frozendict
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/python315-frozendict/

- 2026 PSF Board Election Results
  Source: pycoders-weekly
  Topic: Python
  URL: https://pyfound.blogspot.com/2026/09/announcing-2026-psf-board-election.html

- 2026 Python Packaging Council Election Results!
  Source: pycoders-weekly
  Topic: Python
  URL: https://pyfound.blogspot.com/2026/09/announcing-2026-python-packaging.html

- PEP 847: Problem Details for the Simple Repository API (Draft)
  Source: pycoders-weekly
  Topic: Python
  URL: https://peps.python.org/pep-0847/

- PEP 846: Docstrings for Type Aliases (Draft)
  Source: pycoders-weekly
  Topic: Python
  URL: https://peps.python.org/pep-0846/

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

- Using the Claude API in Python
  Source: real-python
  Topic: Python
  URL: https://realpython.com/courses/using-claude-api-python/

- Quiz: Setting Up Python for Machine Learning on Windows
  Source: real-python
  Topic: Python (+AI)
  URL: https://realpython.com/quizzes/python-windows-machine-learning-setup/

- Quiz: Using the Claude API in Python
  Source: real-python
  Topic: Python (+AI, FastAPI)
  URL: https://realpython.com/quizzes/using-claude-api-python/

## Research

- Break Your Own RAG Pipeline Before Users Do
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/break-your-own-rag-pipeline-before-users-do/

- Build a Speaker-Recognition App with Claude Code
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/build-a-speaker-recognition-app-with-claude-code/

- 4 Ways to Use AI on a PhD Thesis
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/4-ways-to-use-ai-on-a-phd-thesis/

- An Introduction to Jev
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/an-introduction-to-jev/

- Constraint Decay: The Fragility of LLM Agents in Backend Code Generation
  Source: arxiv-cs-ai
  Topic: AI Research (+AI, Django, FastAPI, Python)
  URL: https://arxiv.org/abs/2605.06445

## Community

- Claude Opus 5.5, GPT-6 Sol, GPT-6 Luna, and a new price war
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Sep/22/opus-and-sol-and-luna/

- llm 0.36
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Sep/22/llm/

- Quoting @therealcornpop
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Sep/22/therealcornpop/

- llm-anthropic 0.29
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Sep/22/llm-anthropic/

- llm-typesafe 0.1a0
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Sep/22/llm-typesafe/

- PEP 849: More Expressive Type Expressions
  Source: discuss-python-peps
  Topic: Python
  URL: https://discuss.python.org/t/pep-849-more-expressive-type-expressions/109189

- PyCoder’s Weekly: Issue #753: frozendict, pytest Plugins, re.prefixmatch(), and More (2026-09-22)
  Source: planet-python
  Topic: Python
  URL: https://pycoders.com/issues/753

- Abstract Base Class Safety Enhancements
  Source: discuss-python-ideas
  Topic: Python
  URL: https://discuss.python.org/t/abstract-base-class-safety-enhancements/109192

- Django Weblog: New Technical Governance Approved
  Source: planet-python
  Topic: Python (+Django)
  URL: https://www.djangoproject.com/weblog/2026/sep/22/new-technical-governance-approved/

- Add "pycore_pyconfig.h" to split the private configure
  Source: discuss-python-ideas
  Topic: Python
  URL: https://discuss.python.org/t/add-pycore-pyconfig-h-to-split-the-private-configure/109181

- LernerPython blog, from Reuven Lerner: Pandas nullable integers: Keeping ints with Int64 and pd.NA
  Source: planet-python
  Topic: Python
  URL: https://lernerpython.com/2026/09/22/pandas-nullable-integers-keeping-ints-with-int64-and-pd-na/

## Media

- #564: EVE Online Departs for Python 3
  Source: talk-python
  Topic: Python
  URL: https://talkpython.fm/episodes/show/564/eve-online-departs-for-python-3