TILens Daily Edition
2026-10-18
Filters: topic=python, github=hidden

Stats: 44 articles, 6 sources, 2 research papers
Top topics: Python, AI, Django

## News

- Asynchronous Tasks With Django and Celery
  Source: real-python
  Topic: Python (+Django)
  URL: https://realpython.com/asynchronous-tasks-with-django-and-celery/

- How to Round Numbers in Python
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-rounding/

- Python's Mutable vs Immutable Types: What's the Difference?
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-mutable-vs-immutable-types/

- Digging Deeper Into Django Migrations
  Source: real-python
  Topic: Python (+Django)
  URL: https://realpython.com/digging-deeper-into-migrations/

- Django Migrations: A Primer
  Source: real-python
  Topic: Python (+Django)
  URL: https://realpython.com/django-migrations-a-primer/

- Quiz: Writing Comments in Python (Guide)
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/python-comments-guide/

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

- Making np.searchsorted up to 25× Faster in NumPy 2.5
  Source: pythonhub-digest
  Topic: Python
  URL: https://blog.scientific-python.org/numpy/searchsorted/

- Making a mathematical model for better Indic keyboards
  Source: pythonhub-digest
  Topic: Python
  URL: https://triangulatedexistence.mataroa.blog/blog/making-a-mathematical-model-for-better-indic-keyboards/

- AI Development on Windows: from PyTorch and llama.cpp to Windows ML
  Source: pythonhub-digest
  Topic: Python (+AI)
  URL: https://devblogs.microsoft.com/foundry-on-windows/build-on-winml-oct-7-26/

- TurboPython
  Source: pythonhub-digest
  Topic: Python
  URL: https://tpy-lang.org/

- The things you own end up owning you
  Source: pythonhub-digest
  Topic: Python
  URL: https://labs.quansight.org/blog/limited_api_numpy

- Python 3.15.0
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.python.org/downloads/release/python-3150/

- Polars 2.0
  Source: pythonhub-digest
  Topic: Python
  URL: https://pola.rs/posts/release-polars-2/

- Build & Train a GLM-5.3-Flash Model From Scratch with Python
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.youtube.com/watch?v=-gfgQfw2g_E

- How to Take a Website Screenshot with Python
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.site-shot.com/blog/take-website-screenshot-with-python/

- Build Your Own Agentic Harness in Python - Full Tutorial
  Source: pythonhub-digest
  Topic: Python (+AI)
  URL: https://www.youtube.com/watch?v=H5o1P8RMiMw

- What are some features in Python that you discovered many years later?
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.reddit.com/r/Python/comments/1x3vy20/what_are_some_features_in_python_that_you/

- My Python magic is gone
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.reddit.com/r/Python/comments/1wwv97o/my_python_magic_is_gone/

- rGPU
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/ymcrcat/rgpu

- First Steps into Memory Management in Python
  Source: pythonhub-digest
  Topic: Python
  URL: https://tech.daniellbastos.com.br/posts/python-memory-management/

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

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

- clausal-prolog
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/neurosymbolica/clausal-prolog

- Pixora
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/sepandhaghighi/pixora

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

- 8 Python 3.15 Features You Need to Know
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.youtube.com/watch?v=bgeqL4Btou0

- ai-agents-zero-to-hero
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/tradertanmay/ai-agents-zero-to-hero

- Architecture Deep Dive: Startup Time & Import Optimization
  Source: pythonhub-digest
  Topic: Python
  URL: https://enjii.pages.dev/blog/Optimizations/vex_startup_time_optimization/

- Rust for CPython (Python Language Summit 2026)
  Source: pythonhub-digest
  Topic: Python
  URL: https://blog.python.org/2026/09/language-summit-2026-rust-for-cpython/

- Orchestrating Disposable Browser
  Source: pythonhub-digest
  Topic: Python
  URL: https://blog.glazer.ee/posts/building-glazer-disposable-browser/

- Jev for Python engineers
  Source: pythonhub-digest
  Topic: Python
  URL: https://vercel.com/blog/jev-for-python-engineers

- Pyronaut
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/micronaut-projects/pyronaut

- Can Jev save my inbox from the Democrats?
  Source: pythonhub-digest
  Topic: Python (+AI)
  URL: https://huggingface.co/blog/stephen-solka/use-jev-to-delete-fundraising-emails

- How we built an async-aware Python profiler
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.datadoghq.com/blog/engineering/async-python-profiler/

- apsw: Another Python SQLite Wrapper
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/rogerbinns/apsw

- ldraw-nova
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/anteloc/ldraw-nova

- My First Post
  Source: devto-javascript
  Topic: JavaScript (+Django, FastAPI, MongoDB, PostgreSQL, Python, React)
  URL: https://dev.to/shamil_tp/my-first-post-1bc1

- Create a Voice-Powered News Reader App
  Source: devto-javascript
  Topic: JavaScript (+FastAPI, Python)
  URL: https://dev.to/voice_developer/create-a-voice-powered-news-reader-app-3n3f

## Research

- Inferring the Host: A Bayesian Look at the Monty Hall Problem
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/inferring-the-host-a-bayesian-look-at-the-monty-hall-problem/

- Both Charts Are Right. So Why Do They Disagree?
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/both-charts-are-right-so-why-do-they-disagree/

## Community

- llm-tools-datasette 0.1.1
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Oct/18/llm-tools-datasette/

- llm-echo 0.5
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Oct/18/llm-echo/

- Love Is Patient
  Source: kenneth-reitz
  Topic: Python
  URL: https://kennethreitz.org/essays/2026-10-18-love_is_patient