TILens Daily Edition
2026-09-04
Filters: topic=python, github=hidden

Stats: 17 articles, 6 sources, 4 research papers
Top topics: Python, AI, AI Research

## News

- GPT-6 Astra Draws a Python Reading a Book
  Source: real-python
  Topic: Python (+AI)
  URL: https://realpython.com/ai-benchmark-gpt-6-astra/

- The Real Python Podcast – Episode #310: Performance Engineering: Profiling and Making Apps Fast by Default
  Source: real-python
  Topic: Python
  URL: https://realpython.com/podcasts/rpp/310/

- Quiz: Common Python Data Structures (Guide)
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/common-python-data-structures/

- On solving the Jane Street Reverse Engineering Challenge
  Source: pythonhub-digest
  Topic: Python
  URL: https://jestoph.com/2026/09/04/jane-street-challenge.html

## Research

- Optimal Traffic Allocation Under Heterogeneous Variant Cost
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/optimal-traffic-allocation-under-heterogeneous-variant-cost/

- Disaggregation Is a Thousand-GPU Problem
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/disaggregation-is-a-thousand-gpu-problem/

- The Power BI Developer's Survival Guide to Microsoft Fabric
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/the-power-bi-developers-survival-guide-to-microsoft-fabric/

- How to Run 10+ Claude Code Sessions Without a Powerful Computer
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/how-to-run-10-claude-code-sessions-without-a-powerful-computer/

## Community

- The Pelican comparison grid for Astra is pretty interesting
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Sep/4/astra-pelicans/

- OpenAI's rogue agents were caught communicating via public wikis
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Sep/4/rogue-agent-wikis/

- August newsletter is out
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Sep/4/august-newsletter/

- Python Morsels: Creating temporary files in Python
  Source: planet-python
  Topic: Python
  URL: https://www.pythonmorsels.com/temporary-files/

- Python Anywhere: Annual plans, PostgreSQL 15, and easier database management
  Source: planet-python
  Topic: Python (+PostgreSQL)
  URL: https://blog.pythonanywhere.com/224/

- Trey Hunner: Python Morsels now has spaced repetition
  Source: planet-python
  Topic: Python
  URL: https://treyhunner.com/2026/09/python-morsels-now-has-spaced-repetition/

- Graham Dumpleton: Phased behaviour in wrapture
  Source: planet-python
  Topic: Python
  URL: https://grahamdumpleton.me/posts/2026/09/phased-behaviour-in-wrapture/

- Bob Belderbos: Why does Alembic need an import you never use?
  Source: planet-python
  Topic: Python
  URL: https://belderbos.dev/blog/what-table-true-does-sqlmodel/

## Media

- #561: TonIO, a Multi-threaded Async Runtime for Python
  Source: talk-python
  Topic: Python
  URL: https://talkpython.fm/episodes/show/561/tonio-a-multi-threaded-async-runtime-for-python