TILens Daily Edition
2026-10-22
Filters: topic=python, github=hidden

Stats: 47 articles, 7 sources, 4 research papers
Top topics: Python, AI, Django

## News

- Mark Your Calendars! PSF Board Office Hours for the Year Ahead
  Source: pyfound-blog
  Topic: Python
  URL: https://pyfound.blogspot.com/2026/10/mark-your-calendars-psf-board-office.html

- Emacs: The Best Python Editor?
  Source: real-python
  Topic: Python
  URL: https://realpython.com/emacs-the-best-python-editor/

- Python itertools By Example
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-itertools/

- Python and REST APIs: Interacting With Web Services
  Source: real-python
  Topic: Python
  URL: https://realpython.com/api-integration-in-python/

- Speed Up Your Python Program With Concurrency
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-concurrency/

- Operators and Expressions in Python
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-operators-expressions/

- Python Plotting With Matplotlib (Guide)
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-matplotlib-guide/

- Pygame: A Primer on Game Programming in Python
  Source: real-python
  Topic: Python
  URL: https://realpython.com/pygame-a-primer/

- Supply Chain Security for the Age of AI-Speed Exploits
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-supply-chain-security/

- Reading and Writing CSV Files in Python
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-csv/

- Python Program Lexical Structure
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-program-structure/

- Quiz: Supply Chain Security for the Age of AI-Speed Exploits
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/python-supply-chain-security/

- Quiz: Pipenv: A Guide to the Python Packaging Tool
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/pipenv-guide/

- retro-kit
  Source: python-weekly
  Topic: Python
  URL: https://github.com/nemo22/retrokit

- Bridging between Scala & Python with GraalVM
  Source: python-weekly
  Topic: Python
  URL: https://www.youtube.com/watch?v=EnEVtmbr-uM

- Introducing TorchTPU
  Source: python-weekly
  Topic: Python
  URL: https://pytorch.org/blog/introducing-torchtpu/

- Bringing uv and ty together
  Source: python-weekly
  Topic: Python
  URL: https://astral.sh/blog/uv-ty-integration

- Popular Python Features You Probably Shouldn’t Use
  Source: python-weekly
  Topic: Python
  URL: https://www.youtube.com/watch?v=RHCyTWaRZSk

- How to Build a Decision Model Like Jev
  Source: python-weekly
  Topic: Python (+AI)
  URL: https://www.fratepietro.com/2026/how-to-build-a-decision-model-like-jev/

- django-lifecycle - hooks for Django models (Signals alternative)
  Source: python-weekly
  Topic: Python (+Django)
  URL: https://www.youtube.com/watch?v=sNdopNFOEB8

- Introducing TorchNeuron: Native PyTorch backend for AWS Trainium
  Source: python-weekly
  Topic: Python
  URL: https://pytorch.org/blog/introducing-torchneuron-native-pytorch-backend-for-aws-trainium/

- TokenSpeed
  Source: python-weekly
  Topic: Python (+AI)
  URL: https://github.com/lightseekorg/tokenspeed

- vlmhub
  Source: python-weekly
  Topic: Python
  URL: https://github.com/dbiswas55/vlmhub

- TutorLoom
  Source: python-weekly
  Topic: Python (+Django, JavaScript, React)
  URL: https://github.com/pacewisdomhq/TutorLoom

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

- Build an AI That Turns Your Voice Into Images, Video and Audio (Python)
  Source: python-weekly
  Topic: Python
  URL: https://www.youtube.com/watch?v=aypkvuGFq5Y

- How to Run Turing-Complete Malware in PyTorch's Backward Pass
  Source: python-weekly
  Topic: Python (+AI)
  URL: https://elonlit.com/scrivings/how-to-run-turing-complete-malware-in-pytorchs-backward-pass/

- SQLBuild
  Source: python-weekly
  Topic: Python
  URL: https://github.com/chio-labs/sqlbuild

- DeepInfer
  Source: python-weekly
  Topic: Python
  URL: https://github.com/deepseek-ai/DeepInfer

- apache iceberg beneath the surface
  Source: python-weekly
  Topic: Python
  URL: https://www.youtube.com/watch?v=9Fz5noobWcE

- Comprehensive Tutorial on Django ORM, Migrations and makemigrations
  Source: python-weekly
  Topic: Python (+Django)
  URL: https://my-space.io/blog/django-orm-migrations/

- How to improve technical SEO on a Django website
  Source: python-weekly
  Topic: Python (+Django, Information Retrieval)
  URL: https://codewithstein.com/improve-technical-seo-django/

- Python's binary wheels and supply chain attacks
  Source: python-weekly
  Topic: Python
  URL: https://rushter.com/blog/python-binary-wheels/

## Research

- Does Agentic RAG Actually Retrieve Better Evidence? I Tested It on 298 Questions
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/does-agentic-rag-actually-retrieve-better-evidence-i-tested-it-on-298-questions/

- Raman Spectra Preprocessing and Non-Negative Least Squares Modelling in Python: Monitoring Zeolite Crystallization
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/raman-spectra-preprocessing-and-non-negative-least-squares-modelling-in-python-monitoring-zeolite-crystallization/

- Same Answer, Different Reason: What a Reasoning Model Says When It Follows a Planted Hint
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/same-answer-different-reason-what-a-reasoning-model-says-when-it-follows-a-planted-hint/

- Could On-Policy Self-Distillation Revolutionize Post-Training?
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/could-on-policy-self-distillation-revolutionize-post-training/

## Community

- DE STAAT - FREEDOM (Official Music Video)
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Oct/22/de-staat-freedom/

- Donating Agent Skills to the Agentic AI Foundation
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Oct/22/donating-agent-skills/

- Quoting Armin Ronacher
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Oct/22/armin-ronacher/

- Daniel Roy Greenfeld: TIL: How to extract subtitles from video
  Source: planet-python
  Topic: Python (+AI)
  URL: https://daniel.feldroy.com/posts/til-2026-10-how-to-extract-subtitles-from-video

- Mariatta: Python Core Sprint 2026: Day 3
  Source: planet-python
  Topic: Python (+AI)
  URL: https://mariatta.ca/posts/python-core-sprint-2026-day-3/

- Rodrigo Girão Serrão: Module profiling overview
  Source: planet-python
  Topic: Python
  URL: https://mathspp.com/blog/module-profiling-overview

- Tryton News: Information regarding eMudhra / emSign CA certificate security incident
  Source: planet-python
  Topic: Python
  URL: https://discuss.tryton.org/t/information-regarding-emudhra-emsign-ca-certificate-security-incident/9447

- Zero-with-Dot (Oleg Żero): Text-to-Diagram for AI Systems: Designing a DSL an LLM Gets Right
  Source: planet-python
  Topic: Python (+AI)
  URL: https://zerowithdot.com/blog/text-to-diagram-for-ai-systems/

- Peter Hoffmann: Loading 33,000 Peaks on Demand with a z10 Tile Grid
  Source: planet-python
  Topic: Python
  URL: https://peter-hoffmann.com/2026/loading-peaks-on-demand-with-a-z10-tile-grid.html

- UUIDv7 doesn't have the properties you think it does
  Source: lobsters
  Topic: General (+Python)
  URL: https://alexsci.com/blog/uuidv7-is-weird/