TILens Daily Edition
2026-10-29
Filters: topic=python, github=hidden

Stats: 42 articles, 8 sources, 4 research papers
Top topics: Python, AI, Django

## News

- Announcing PSF Community Service Award Recipients!
  Source: pyfound-blog
  Topic: Python
  URL: https://pyfound.blogspot.com/2026/10/announcing-psf-community-service-award.html

- From API Responses to a Useful Dashboard: Connecting JavaScript with FastAPI
  Source: devto-javascript
  Topic: JavaScript (+FastAPI, Python)
  URL: https://dev.to/racharla_gunasek_2214e8cf/from-api-responses-to-a-useful-dashboard-connecting-javascript-with-fastapi-1p23

- Learn With Mentor AI: A Guided Journey Through Async Python
  Source: real-python
  Topic: Python
  URL: https://realpython.com/learn-with-mentor-ai-async-python/

- Quiz: Dictionaries and Arrays: Selecting the Ideal Data Structure
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/dicts-arrays-ideal-data-structure/

- Quiz: Learn With Mentor AI: A Guided Journey Through Async Python
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/learn-with-mentor-ai-async-python/

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

- Stop Django Bulk Operations From Silently Skipping Signals
  Source: python-weekly
  Topic: Python (+Django)
  URL: https://johnnymetz.com/posts/django-bulk-operations-skip-signals/

- Breaking the AWS MCP Python Sandbox
  Source: python-weekly
  Topic: Python
  URL: https://xplo1t-sec.github.io/posts/breaking-the-aws-mcp-python-sandbox/

- Training a 3.8B LLM to 0.384 CORE for $998
  Source: python-weekly
  Topic: Python (+AI)
  URL: https://hugovergnes.github.io/little-lm-3-8b/

- tar-codec: a fast and secure tar parser for the Rust ecosystem
  Source: python-weekly
  Topic: Python
  URL: https://astral.sh/blog/tar-codec

- ploom
  Source: python-weekly
  Topic: Python
  URL: https://github.com/AdilZouitine/ploom

- small-python
  Source: python-weekly
  Topic: Python
  URL: https://github.com/soasme/small-python/

- The Shift of Theseus — Toy Bit Provenance Abstract Domain
  Source: python-weekly
  Topic: Python
  URL: https://pypy.org/posts/2026/10/toy-bit-provenance.html

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

- Django as a simple static site builder
  Source: python-weekly
  Topic: Python (+Django)
  URL: https://nanodjango.dev/blog/2026-10-static-site-builder/

- UUIDv7 doesn't have the properties you think it does
  Source: python-weekly
  Topic: Python
  URL: https://alexsci.com/blog/uuidv7-is-weird/

- DeepTutor
  Source: python-weekly
  Topic: Python
  URL: https://github.com/HKUDS/DeepTutor

- Elephant-Goldfish Model
  Source: python-weekly
  Topic: Python
  URL: https://github.com/google/elephant-goldfish-model

- Jev Course – Prefill-Only Inference & Decision Models from Scratch
  Source: python-weekly
  Topic: Python
  URL: https://www.youtube.com/watch?v=aZglGvBPQGs

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

- Scanning 7.25 Million Public Repositories on China's Largest Git Platform for Secrets
  Source: python-weekly
  Topic: Python (+MongoDB)
  URL: https://www.mongodb.com/company/blog/technical/scanning-7-point-25-million-public-repositories-chinas-largest-git-platform-for-secrets

- Building Reasoning Models from the Ground Up: A Full Video Course
  Source: python-weekly
  Topic: Python
  URL: https://magazine.sebastianraschka.com/p/building-reasoning-models

- From Disk Pages to Columnar Memory : Why Apache Arrow?
  Source: python-weekly
  Topic: Python
  URL: https://medium.com/@rongalinaidu/from-disk-pages-to-columnar-memory-why-apache-arrow-77d9147244cb

- synapseForge
  Source: python-weekly
  Topic: Python (+AI)
  URL: https://github.com/synapse-ai-hub/Forge

- Beyond LLMs: Getting Started with Jev for AI Agents
  Source: python-weekly
  Topic: Python (+AI)
  URL: https://www.youtube.com/watch?v=RdWmysdpkVA

- CleanYourTV
  Source: python-weekly
  Topic: Python
  URL: https://github.com/Gathin23/cleanyourtv

- Here’s a Really Interesting Way to Use singledispatch
  Source: python-weekly
  Topic: Python
  URL: https://www.youtube.com/watch?v=45MgUX_ih0s

- Soft delete in Django without making a mess
  Source: python-weekly
  Topic: Python (+Django)
  URL: https://codewithstein.com/django-soft-delete/

- wasi-python
  Source: python-weekly
  Topic: Python
  URL: https://github.com/ClayGendron/wasi-python

## Research

- When Labels Say No, But Embeddings Say Yes
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/when-labels-say-no-but-embeddings-say-yes/

- Difference-in-Differences vs Lagged-Outcome Regression
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/difference-in-differences-vs-lagged-outcome-regression/

- Is the #1 AI Model Really #1?
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/is-the-1-ai-model-really-1/

- What Is Harness Engineering? A Hands-On Introduction
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/what-is-harness-engineering-a-hands-on-introduction/

## Community

- API credits benefit for eligible ChatGPT subscriptions
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Oct/29/api-credits/

- Building a multiplayer game world with autonomous Fable-class models
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Oct/29/how-i-built-the-most-ai-pilled-company-in-the-world/

- Quoting Ben Hylak
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Oct/29/ben-hylak/

- Rodrigo Girão Serrão: Thread-safe iterators
  Source: planet-python
  Topic: Python
  URL: https://mathspp.com/blog/threadsafe-iterators

- The Python Coding Stack: 3. How can words turn into actions?
  Source: planet-python
  Topic: Python (+AI)
  URL: https://www.thepythoncodingstack.com/p/3-how-can-words-turn-into-actions-agents-unpacked

- LernerPython blog, from Reuven Lerner: Pandas xs: Keep the dropped level with drop_level=False
  Source: planet-python
  Topic: Python
  URL: https://lernerpython.com/2026/10/29/pandas-xs-keep-the-dropped-level-with-drop-level-false/

- Add `osid` to gzip module
  Source: discuss-python-ideas
  Topic: Python
  URL: https://discuss.python.org/t/add-osid-to-gzip-module/109740

- Armin Ronacher: Custom Voices With Qwen3-TTS
  Source: planet-python
  Topic: Python (+AI)
  URL: https://lucumr.pocoo.org/2026/10/29/qwen3-custom-voices/

- Seth Michael Larson: Bowser’s Fury outshines Sunshine, SA2B, and Billy Hatcher
  Source: planet-python
  Topic: Python
  URL: https://sethmlarson.dev/bowsers-fury?utm_campaign=rss