TILens Daily Edition
2026-10-23
Filters: topic=python, github=hidden

Stats: 23 articles, 5 sources, 5 research papers
Top topics: Python, AI, AI Research

## News

- Sets in Python
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-sets/

- Python Web Applications: Deploy Your Script as a Flask App
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-web-applications/

- NumPy Tutorial: Your First Steps Into Data Science in Python
  Source: real-python
  Topic: Python
  URL: https://realpython.com/numpy-tutorial/

- Get Started With Django: Build a Portfolio App
  Source: real-python
  Topic: Python (+Django)
  URL: https://realpython.com/get-started-with-django-1/

- What Is the Python Global Interpreter Lock (GIL)?
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-gil/

- Sending Emails With Python
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-send-email/

- Python Metaclasses
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-metaclasses/

- A Python AI Tool Was Just Booby-Trapped With Key-Stealing Malware
  Source: real-python
  Topic: Python
  URL: https://realpython.com/ai-news-weekly-2026-10-23/

- Python's property(): Add Managed Attributes to Your Classes
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-property/

- Python's F-String for String Interpolation and Formatting
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-f-strings/

- Building Serverless Python Apps Using AWS Chalice
  Source: real-python
  Topic: Python
  URL: https://realpython.com/aws-chalice-serverless-python/

- Quiz: Using Pydantic to Simplify Python Data Validation
  Source: real-python
  Topic: Python (+FastAPI)
  URL: https://realpython.com/quizzes/python-pydantic-video/

- The Real Python Podcast – Episode #316: The Future of Python Security: Trends, Challenges, and Solutions
  Source: real-python
  Topic: Python
  URL: https://realpython.com/podcasts/rpp/316/

- Quiz: Sending Emails With Python
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/python-send-email-update/

- Quiz: Get Started With Django: Build a Portfolio App
  Source: real-python
  Topic: Python (+Django)
  URL: https://realpython.com/quizzes/get-started-with-django/

## Research

- Don’t Let Messy Data Bend Your Curves
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/dont-let-messy-data-bend-your-curves/

- Skewness and Kurtosis: From Moments to Machine Learning
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/skewness-and-kurtosis-from-moments-to-machine-learning/

- Why Parameter Count Is Not Model Complexity: An Introduction to Effective Dimension
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/why-parameter-count-is-not-model-complexity-an-introduction-to-effective-dimension/

- Your Six AI Models Are Really Two: The Math of Correlated Mistakes
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/your-six-ai-models-are-really-two-the-math-of-correlated-mistakes/

- Beyond Accuracy: Disentangling Decomposition from Typed-State Quality Assurance in Multi-Agent LLM Pipelines
  Source: arxiv-cs-lg
  Topic: AI Research (+AI, FastAPI, Python)
  URL: https://arxiv.org/abs/2610.31280

## Community

- Quick Study
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Oct/23/quick-study-painter/

- Introducing Kimi K3.1 Pro
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Oct/23/kimi-k31-pro/

- LernerPython blog, from Reuven Lerner: Pandas offset aliases for resample: ME, MS, and other codes
  Source: planet-python
  Topic: Python
  URL: https://lernerpython.com/2026/10/23/pandas-offset-aliases-for-resample-me-ms-and-other-codes/