TILens Daily Edition
2026-10-04
Filters: topic=python, github=hidden

Stats: 37 articles, 5 sources, 2 research papers
Top topics: Python, AI, AI Research

## News

- How to Install Python on Your System: A Guide
  Source: real-python
  Topic: Python
  URL: https://realpython.com/installing-python/

- Strings and Character Data in Python
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-strings/

- Quiz: Python's collections: A Buffet of Specialized Data Types
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/python-collections-module/

- Yoo... https://subprocess.run actually redirects to the Python docs for subprocess.run()
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.reddit.com/r/Python/comments/1wp8325/yoo_httpssubprocessrun_actually_redirects_to_the/

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

- iFixAi
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/ifixai-ai/iFixAi

- ASC
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/MG1937/ASC

- redis-lua-py
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/IgnaceMaes/redis-lua-py

- feder-cr / invisible_playwright_mcp
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/feder-cr/invisible_playwright_mcp

- DeepTeam
  Source: pythonhub-digest
  Topic: Python (+AI)
  URL: https://github.com/confident-ai/deepteam

- PyPy v8.0.0
  Source: pythonhub-digest
  Topic: Python
  URL: https://pypy.org/posts/2026/09/pypy-v800-release.html

- Claude-Red
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/SnailSploit/Claude-Red

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

- ZeroModels
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/IMvision12/ZeroModels

- Bad evals, my own: five exercises from two LLM judges
  Source: pythonhub-digest
  Topic: Python (+AI)
  URL: https://digline.dev/blog/bad-evals-my-own/

- Hardware-Agnostic Models in vLLM
  Source: pythonhub-digest
  Topic: Python
  URL: https://pytorch.org/blog/hardware-agnostic-models-in-vllm/

- TATS
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/IceMoonHSV/TATS

- Kev
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/jaredpalmer/kev

- Fighting for #1 in the Ultimate Tic-Tac-Toe Arena
  Source: pythonhub-digest
  Topic: Python (+AI)
  URL: https://tomalard.github.io/posts/fighting-for-1-in-the-ultimate-tic-tac-toe-arena/

- Flowsint
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/reconurge/flowsint

- This Design Pattern Replaces an Entire Class Hierarchy
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.youtube.com/watch?v=IdwdqdywNOM

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

- jev-ultrafast
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/browser-use/jev-ultrafast

- ouroboros
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/Q00/ouroboros

- since-cutoff: which APIs of your pinned Python dependencies changed after your coding model's training cutoff
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/MohammadHijjawi97/since-cutoff

- How to Build AI Agents in Python - 3 Ways
  Source: pythonhub-digest
  Topic: Python (+AI)
  URL: https://www.youtube.com/watch?v=-RTgK6qX6A8

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

- Speeding Up a Python Service with CinderX: JIT and Static Typing
  Source: pythonhub-digest
  Topic: Python
  URL: https://dev.to/deadlovelll/speeding-up-a-python-service-with-cinderx-jit-and-static-typing-53bh

- Put the Arithmetic in the Tool: an MCP Server for an AWS Waste Scanner
  Source: pythonhub-digest
  Topic: Python
  URL: https://dev.to/aws-builders/put-the-arithmetic-in-the-tool-an-mcp-server-for-an-aws-waste-scanner-3n79

- superdesigndev / treg
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/superdesigndev/treg

- strands-agents / harness-sdk
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/strands-agents/harness-sdk

- nonetrace: tells you where a None came from when Python crashes on it
  Source: pythonhub-digest
  Topic: Python
  URL: https://pypi.org/project/nonetrace/

- Reef
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/Human-Agent-Society/reef

## Research

- How to Govern AI Agents
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/how-to-govern-ai-agents/

- The Reversal Curse: Why a Language Model That Knows “A Is B” Can’t Tell You “B Is A”
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/the-reversal-curse-why-a-language-model-that-knows-a-is-b-cant-tell-you-b-is-a/

## Community

- Qwen3.8 27B addition in words
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Oct/4/qwen38-addition-in-words/

- Mark Dufour: Shed Skin v0.9.14, v1.0 coming soon!
  Source: planet-python
  Topic: Python
  URL: http://shed-skin.blogspot.com/2026/10/shed-skin-v0914-v10-coming-soon.html