TILens Daily Edition
2026-09-17
Filters: topic=python, github=hidden

Stats: 41 articles, 9 sources, 4 research papers
Top topics: Python, AI, Django

## News

- Announcing the 2026 PSF Board Election Results!
  Source: pyfound-blog
  Topic: Python
  URL: https://pyfound.blogspot.com/2026/09/announcing-2026-psf-board-election.html

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

- Quiz: HTML and CSS Foundations for Python Developers
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/html-css-foundations/

- Share how you use Django with Django Probe
  Source: pythonhub-digest
  Topic: Python (+Django)
  URL: https://www.better-simple.com/django/2026/09/17/share-how-you-use-django-with-django-probe/

- OpenArch
  Source: python-weekly
  Topic: Python (+AI)
  URL: https://github.com/anuj0456/OpenArch

- LintLang
  Source: python-weekly
  Topic: Python
  URL: https://github.com/hermes-labs-ai/lintlang

- Hyperresearch
  Source: python-weekly
  Topic: Python
  URL: https://github.com/jordan-gibbs/hyperresearch

- ZeroModels
  Source: python-weekly
  Topic: Python
  URL: https://github.com/IMvision12/ZeroModels

- Jitter is the cheapest reliability fix you are not using
  Source: python-weekly
  Topic: Python
  URL: https://ankit-rana.com/logs/49-jitter-synchronised-clients/

- iFixAi
  Source: python-weekly
  Topic: Python
  URL: https://github.com/ifixai-ai/iFixAi

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

- Pandas Should Go Extinct
  Source: python-weekly
  Topic: Python
  URL: https://eddie.codes/posts/pandas-should-go-extinct/

- Agents Without Code: Skills, YAML, and Filesystems Replaced Python
  Source: python-weekly
  Topic: Python (+AI)
  URL: https://www.youtube.com/watch?v=fjF8EKnxKCU

- FastHTML - Build Web Apps in Pure Python!
  Source: python-weekly
  Topic: Python
  URL: https://www.youtube.com/watch?v=Ck0w7zqshjU

- Cayu
  Source: python-weekly
  Topic: Python
  URL: https://github.com/cayu-dev/cayu

- dbt-charts
  Source: python-weekly
  Topic: Python
  URL: https://github.com/dbt-labs/dbt-charts

- Playing with a Badgeware Badger
  Source: python-weekly
  Topic: Python
  URL: https://www.bentasker.co.uk/posts/blog/general/playing-with-an-eink-badge.html

- Flowsint
  Source: python-weekly
  Topic: Python
  URL: https://github.com/reconurge/flowsint

- The last mile of a long road: faster NumPy in the browser
  Source: python-weekly
  Topic: Python
  URL: https://notebook.link/blog/the-last-mile-faster-numpy/

- NFS-Online-Server
  Source: python-weekly
  Topic: Python
  URL: https://github.com/moio9/NFS-Online-Server

- There are only twelve 4x4 sudokus - and a cool trick for finding minimal subsets
  Source: python-weekly
  Topic: Python
  URL: https://baldino.dev/blog/there-are-only-twelve-4x4-sudokus/

- Python 3.15 Is About to Change Python
  Source: python-weekly
  Topic: Python
  URL: https://www.youtube.com/watch?v=rxaDxyPUoSY

- Finch meets MLIR
  Source: python-weekly
  Topic: Python
  URL: https://labs.quansight.org/blog/finch_meets_mlir

- engrim
  Source: python-weekly
  Topic: Python
  URL: https://github.com/timgordontg/engrim

- Rapidly scaling online storage to serve over 1 billion ChatGPT users
  Source: python-weekly
  Topic: Python (+AI)
  URL: https://openai.com/index/scaling-storage-one-billion-users-part-one/

- no-ai-slop
  Source: python-weekly
  Topic: Python
  URL: https://github.com/petergyang/no-ai-slop

- fugleramme
  Source: python-weekly
  Topic: Python
  URL: https://github.com/arnegiacomo/fugleramme

- Claude-Red
  Source: python-weekly
  Topic: Python
  URL: https://github.com/SnailSploit/Claude-Red

## Research

- Building a Data Lakehouse with DuckDB and DuckLake
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/building-a-data-lakehouse-with-duckdb-and-ducklake/

- How I Built a Multi-Agent System for Interrupted Time Series Analysis (ITSA)
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/how-i-built-a-multi-agent-system-for-interrupted-time-series-analysis-itsa/

- Why You Think Like a Bayesian but Were Taught Like a Frequentist
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/why-you-think-like-a-bayesian-but-were-taught-like-a-frequentist/

- When Does Graph RAG Actually Add Value? A Hands-On Experiment
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/when-does-graph-rag-actually-add-value-a-hands-on-experiment/

## Community

- Be alert: targeted attacks on prominent Rustaceans
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Sep/17/targeted-attacks-on-rustaceans/

- How To Write With An LLM
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Sep/17/how-to-write-with-an-llm/

- Bonsai 2 27B: Near-Lossless Compression in a 9x Smaller Footprint
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Sep/17/hn-49747390/

- Self-generated prompt injections in compaction summaries
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Sep/17/compaction-summaries/

- PEP 845: Leading-Dot Value Patterns
  Source: discuss-python-peps
  Topic: Python
  URL: https://discuss.python.org/t/pep-845-leading-dot-value-patterns/109100

- Class-like syntax for union type aliases and natural docstrings
  Source: discuss-python-ideas
  Topic: Python
  URL: https://discuss.python.org/t/class-like-syntax-for-union-type-aliases-and-natural-docstrings/109103

- Support File Descriptors in os.readlink()
  Source: discuss-python-ideas
  Topic: Python
  URL: https://discuss.python.org/t/support-file-descriptors-in-os-readlink/109101

- LernerPython blog, from Reuven Lerner: Python callables: Any object that defines __call__
  Source: planet-python
  Topic: Python
  URL: https://lernerpython.com/2026/09/17/python-callables-any-object-that-defines-call/

- Bob Belderbos: Why Rust makes you import a trait to use its methods
  Source: planet-python
  Topic: Python
  URL: https://belderbos.dev/blog/rust-import-traits-to-use-methods/