TILens Daily Edition
2026-09-29
Filters: topic=python, github=hidden

Stats: 55 articles, 7 sources, 5 research papers
Top topics: Python, AI, AI Research

## News

- Job Board
  Source: pycoders-weekly
  Topic: Python
  URL: https://www.pythonjobshq.com

- How Libraries Run Rust Inside Python (With PyO3)
  Source: pycoders-weekly
  Topic: Python
  URL: https://belderbos.dev/blog/how-libraries-run-rust-inside-python/

- PyEducation: IPAF
  Source: pycoders-weekly
  Topic: Python
  URL: https://ao.pycon.org/

- flowsint: Extensible Graph-Based Investigation Tool
  Source: pycoders-weekly
  Topic: Python
  URL: https://github.com/reconurge/flowsint

- 7 Python Mistakes Beginners Make
  Source: pycoders-weekly
  Topic: Python
  URL: https://www.kdnuggets.com/7-python-mistakes-beginners-make-and-what-to-do-instead

- PEP 848: Generational Incremental Garbage Collection (Draft)
  Source: pycoders-weekly
  Topic: Python
  URL: https://peps.python.org/pep-0848/

- Speeding Up a Python Service With CinderX
  Source: pycoders-weekly
  Topic: Python
  URL: https://dev.to/deadlovelll/speeding-up-a-python-service-with-cinderx-jit-and-static-typing-53bh

- Weekly Real Python Office Hours Q&A (Virtual)
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/office-hours

- Creating Temporary Files in Python
  Source: pycoders-weekly
  Topic: Python
  URL: https://www.pythonmorsels.com/temporary-files/

- Canberra Python Meetup
  Source: pycoders-weekly
  Topic: Python
  URL: https://www.meetup.com/canberra-python-meetup-group/

- Quiz: How to Get Started With Jev in Python
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/quizzes/jev-python/

- EVE Online Departs for Python 3
  Source: pycoders-weekly
  Topic: Python
  URL: https://talkpython.fm/episodes/show/564/eve-online-departs-for-python-3

- Renart: A Local Workspace for SQL and Python Data Pipelines
  Source: pycoders-weekly
  Topic: Python
  URL: https://github.com/renart-data/renart

- Twitter
  Source: pycoders-weekly
  Topic: Python
  URL: https://twitter.com/pycoders

- I Is for Immutable: Python a to Z
  Source: pycoders-weekly
  Topic: Python
  URL: https://hamatti.org/posts/i-is-for-immutable-python-a-to-z/

- Pyxel Code Maker: Retro Python Games in Your Browser
  Source: pycoders-weekly
  Topic: Python
  URL: https://kitao.github.io/pyxel/web/code-maker/

- Using the Claude API in Python
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/courses/using-claude-api-python/

- MCP Auth That Passes the Security Review
  Source: pycoders-weekly
  Topic: Python
  URL: https://www.propelauth.com/mcp-authentication?utm_source=pycoders&utm_campaign=sept22&utm_medium=newsletter

- Python Statistics Fundamentals: How to Describe Your Data
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/python-statistics/

- How BMLL Processes 1.5 TB of Data in Under 4 Minutes
  Source: pycoders-weekly
  Topic: Python
  URL: https://pola.rs/posts/case-bmll/

- Quiz: Using the Claude API in Python
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/quizzes/using-claude-api-python/

- PyBay 2026
  Source: pycoders-weekly
  Topic: Python
  URL: https://pybay.org/

- PyCon Africa 2026
  Source: pycoders-weekly
  Topic: Python
  URL: https://africa.pycon.org/

- Agent Memory for Wherever Your AI Is Running
  Source: pycoders-weekly
  Topic: Python
  URL: https://www.actian.com/databases/vectorai-db/?utm_source=pycoders&utm_medium=newsletter&utm_campaign=community-edition&utm_content=featured-spot

- PEP 849: More Expressive Type Expressions (Draft)
  Source: pycoders-weekly
  Topic: Python
  URL: https://peps.python.org/pep-0849/

- Cursor vs Copilot: Which AI Editor Is Better for Python?
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/cursor-vs-copilot/

- Navigating AI in Open Source: Insights From Wagtail
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/podcasts/rpp/312/

- pyfastlogging: A Lightning Fast Logger, Written in Rust
  Source: pycoders-weekly
  Topic: Python
  URL: https://pypi.org/project/pyfastlogging/

- Takashi Kitao
  Source: pycoders-weekly
  Topic: Python
  URL: https://twitter.com/@kitao

- bashautom: Persistent, Stateful Bash Sessions for Python
  Source: pycoders-weekly
  Topic: Python
  URL: https://github.com/huskago/bashautom

- Bob Belderbos
  Source: pycoders-weekly
  Topic: Python
  URL: https://twitter.com/bbelderbos

- Your Personal Python Mentor
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/mentor/?utm_source=pycoders&utm_medium=email&utm_campaign=pycoders-issue&utm_content=2026-09-29

- Quiz: Cursor vs Copilot: Which AI Editor Is Better for Python?
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/quizzes/cursor-vs-copilot/

- Real Python Live: Release Radar: Python 3.15
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/live/real-python-live/

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

- How to Get Started With Jev in Python
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/jev-python/

- Brought to you by Real Python
  Source: pycoders-weekly
  Topic: Python
  URL: https://realpython.com/account/join/

- What's New in Python 3.15
  Source: real-python
  Topic: Python
  URL: https://realpython.com/courses/whats-new-in-python-315/

- Quiz: How to Use Python: Taking Your First Steps
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/first-steps-python/

- Quiz: What's New in Python 3.15
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/whats-new-in-python-315/

- Quiz: LLM Application Development With Python
  Source: real-python
  Topic: Python (+AI)
  URL: https://realpython.com/quizzes/llm-application-development-python/

- FastAPI's detail has two shapes, and the second one shows your users [object Object]
  Source: devto-javascript
  Topic: JavaScript (+FastAPI, Python)
  URL: https://dev.to/juanauriti/fastapis-detail-has-two-shapes-and-the-second-one-shows-your-users-object-object-40ck

## Research

- I Compacted 1,000 Apache Iceberg Files Into 6. Here’s What Happened to Query Performance.
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/i-compacted-1000-apache-iceberg-files-into-6-heres-what-happened-to-query-performance/

- AI Made Data Scientists Faster. Now It’s Expanding the Job.
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/ai-made-data-scientists-faster-now-its-expanding-the-job/

- When All You Have Are Decoders, Every Decision Looks Like Generation
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/when-all-you-have-are-decoders-every-decision-looks-like-generation/

- How to Design Architectural Guardrails Around AI Agents
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/how-to-design-architectural-guardrails-around-ai-agents/

- Building Fair Evaluation Sets Is a Combinatorial Problem
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/building-fair-evaluation-sets-is-a-combinatorial-problem/

## Community

- Quoting Anthropic Frontier Red Team
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Sep/29/anthropic-frontier-red-team/

- GPT 6.1 Sol: Near-Astra intelligence for a fifth of the price
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Sep/29/hn-49898129/

- Photo Scrubber — local face blur & metadata removal
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Sep/29/photo-scrubber/

- OpenAI DevDay 2026 live blog
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Sep/29/openai-devday-2026-live-blog/

- PyCoder’s Weekly: Issue #754: Jev, PyO3, Temp Files, and More (2026-09-29)
  Source: planet-python
  Topic: Python
  URL: https://pycoders.com/issues/754

- eGenix.com: Python Meeting Düsseldorf - 2026-10-07
  Source: planet-python
  Topic: Python
  URL: https://www.egenix.com/company/news/Python-Meeting-Duesseldorf-2026-10-07

- Armin Ronacher: Deser: Rethinking Rust Serialization
  Source: planet-python
  Topic: Python
  URL: https://lucumr.pocoo.org/2026/9/29/deser/

## Media

- #498 A Tiny Episode
  Source: python-bytes
  Topic: Python
  URL: https://pythonbytes.fm/episodes/show/498/a-tiny-episode