TILens Daily Edition
2026-09-20
Filters: topic=python, github=hidden

Stats: 34 articles, 6 sources, 2 research papers
Top topics: Python, AI, Django

## News

- Quiz: Null in Python: Understanding Python's NoneType Object
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/null-in-python/

- package-doctor: finds Python dependencies at a trust boundary with no one left to fix them
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/binuka200/package-doctor

- NetAlertX
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/netalertx/NetAlertX

- Inside the megakernel serving engine for North Mini Code
  Source: pythonhub-digest
  Topic: Python (+AI)
  URL: https://cohere.com/blog/megakernels

- numba-metal
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/eviking/numba-metal

- MongoDB migrations in Python
  Source: pythonhub-digest
  Topic: Python (+MongoDB)
  URL: https://dblift.com/blog/mongodb-migrations-python

- Plugin Architecture Across Service Boundaries: An API Contract with Pydantic & FastAPI - Pt. 1
  Source: pythonhub-digest
  Topic: Python (+FastAPI)
  URL: https://patrickm.de/plugin-architecture-across-service-boundaries-an-api-contract-with-pydantic-fastapi-pt-1/

- Citry
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/citry-dev/citry

- guardlist: a list that raises an error when modified during iteration
  Source: pythonhub-digest
  Topic: Python
  URL: https://pypi.org/project/guardlist/

- microsoft / data-formulator
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/microsoft/data-formulator

- Libraries Run Rust Inside Python (With PyO3)
  Source: pythonhub-digest
  Topic: Python
  URL: https://belderbos.dev/blog/how-libraries-run-rust-inside-python/

- Pigeon
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/pigeonlabsHQ/pigeon

- hip-agent
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/changjonathanc/hip-agent

- Turn SQLite Into A Vector Database For RAG
  Source: pythonhub-digest
  Topic: Python (+AI)
  URL: https://www.youtube.com/watch?v=VlEoSzkd2gQ

- cloud-in-a-bottle
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/cloud-in-a-bottle/cloud-in-a-bottle

- TPU Inference Externalization Full Steam Ahead
  Source: pythonhub-digest
  Topic: Python (+AI)
  URL: https://inferencex.semianalysis.com/blog/tpu-inferencex-full-steam

- AWS Lambda Functions in Python: A Practical Guide
  Source: pythonhub-digest
  Topic: Python
  URL: https://middleware.io/blog/aws-lambda-functions-in-python/

- Praxist
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/sapientinc/PRAXIST

- Teaching NumPy's ufuncs new tricks
  Source: pythonhub-digest
  Topic: Python
  URL: https://labs.quansight.org/blog/teaching-numpys-ufuncs-new-tricks

- How to Stop Third-Party APIs From Ruining Your Code
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.youtube.com/watch?v=vskwNNdnqMc

- Astral's python distribution is fast
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.reddit.com/r/Python/comments/1wdbhda/astrals_python_distribution_is_fast/

- Ruff, mypy, pytest, and then what?
  Source: pythonhub-digest
  Topic: Python
  URL: https://codescan.dev/blog/ruff-mypy-pytest-and-then-what

- Qwen-Drive
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/QwenLM/Qwen-Drive-1.0

- NPC-Forge
  Source: pythonhub-digest
  Topic: Python (+AI)
  URL: https://github.com/gioblu/NPC-Forge

## Research

- GraphRAG: A Practitioner's Guide to 6 Advanced Architectural Patterns
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/graphrag-a-practitioners-guide-to-6-advanced-architectural-patterns/

- CBAM Paper Walkthrough: The Double-Attention Mechanism
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/cbam-paper-walkthrough-the-double-attention-mechanism/

## Community

- Quoting voxium
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Sep/20/voxium/

- MCP was always a bad idea?
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Sep/20/hn-49779718/

- llm-keys-ui 0.1
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Sep/20/llm-keys-ui/

- datasette-explain 0.2.2
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Sep/20/datasette-explain/

- LernerPython blog, from Reuven Lerner: Get Python help, one on one: my coaching sessions
  Source: planet-python
  Topic: Python
  URL: https://lernerpython.com/2026/09/20/get-python-help-one-on-one-my-coaching-sessions/

- LernerPython blog, from Reuven Lerner: Get Python help, one on one: my coaching sessions
  Source: planet-python
  Topic: Python
  URL: https://lernerpython.com/2026/09/20/python-coaching-one-on-one/

- LernerPython blog, from Reuven Lerner: NaN in Pandas: Why you need np.nan, not pd.NaN
  Source: planet-python
  Topic: Python
  URL: https://lernerpython.com/2026/09/20/nan-in-pandas-why-you-need-np-nan-not-pd-nan/

- The last mile of a long road: faster NumPy in the browser
  Source: lobsters
  Topic: General (+Python)
  URL: https://notebook.link/blog/the-last-mile-faster-numpy