TILens Daily Edition
2026-10-25
Filters: topic=python, github=hidden

Stats: 39 articles, 6 sources, 2 research papers
Top topics: Python, AI, Django

## News

- Python REST APIs With Flask, Connexion, and SQLAlchemy – Part 1
  Source: real-python
  Topic: Python
  URL: https://realpython.com/flask-connexion-rest-api/

- Python REST APIs With Flask, Connexion, and SQLAlchemy – Part 3
  Source: real-python
  Topic: Python
  URL: https://realpython.com/flask-connexion-rest-api-part-3/

- Python Modules and Packages – An Introduction
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-modules-packages/

- Logging in Python
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-logging/

- Python Code Quality: Best Practices and Tools
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-code-quality/

- Python's with Statement: Manage External Resources Safely
  Source: real-python
  Topic: Python
  URL: https://realpython.com/python-with-statement/

- Python REST APIs With Flask, Connexion, and SQLAlchemy – Part 2
  Source: real-python
  Topic: Python
  URL: https://realpython.com/flask-connexion-rest-api-part-2/

- Quiz: Python's pathlib Module: Taming the File System
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/python-pathlib/

- Quiz: Python Debugging With Pdb
  Source: real-python
  Topic: Python
  URL: https://realpython.com/quizzes/python-debugging-pdb/

- Quiz: Build a URL Shortener With FastAPI and Python
  Source: real-python
  Topic: Python (+FastAPI)
  URL: https://realpython.com/quizzes/build-a-python-url-shortener-with-fastapi/

- python-date-parser
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/SEIU-Tech/python-date-parser

- Python 3.14 vs Python 3.15 – performance testing
  Source: pythonhub-digest
  Topic: Python
  URL: https://en.lewoniewski.info/2026/python-3-14-vs-python-3-15-performance-testing/

- fastapi-stream-lease
  Source: pythonhub-digest
  Topic: Python (+FastAPI)
  URL: https://github.com/agustin18/fastapi-stream-lease

- Saving Jet Fuel
  Source: pythonhub-digest
  Topic: Python
  URL: https://tech.marksblogg.com/scikit-decide-openap-optimal-flight-planning.html

- Speculative Decoding: The Art of Guessing Well
  Source: pythonhub-digest
  Topic: Python (+AI)
  URL: https://astralord.github.io/posts/speculative-decoding-the-art-of-guessing-well/

- Polars Query Optimization: Lazy vs. Eager Mode
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.youtube.com/watch?v=ux7MlXxFDQY

- Automating Django deployments with Deployer
  Source: pythonhub-digest
  Topic: Python (+Django)
  URL: https://codewithstein.com/automating-django-deployments-with-deployer/

- why .parquet dominates modern data engineering
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.youtube.com/watch?v=6Qkzfwk0W58

- CacheCanary
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/Haarris/cachecanary

- whatsnewt
  Source: pythonhub-digest
  Topic: Python
  URL: https://pypi.org/project/whatsnewt/

- Stop one person claiming your Python free tier twice
  Source: pythonhub-digest
  Topic: Python (+Django)
  URL: https://elijahbrown.hashnode.dev/stop-one-person-claiming-your-python-free-tier-twice-gmail-dots-plus-tags-and-googlemail-com

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

- Building a small Django app with help from AI
  Source: pythonhub-digest
  Topic: Python (+Django)
  URL: https://codewithstein.com/building-a-small-django-app-with-help-from-ai/

- Building a GPU Compiler from Scratch
  Source: pythonhub-digest
  Topic: Python
  URL: https://kernelspace.substack.com/p/building-a-gpu-compiler-from-scratch

- Building a lift scheduling algorithm in Python
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.yellowduck.be/posts/building-a-lift-scheduling-algorithm-in-python

- security-suite
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/TheSecuredAnalyst/security-suite

- AirLLM
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/lyogavin/airllm

- Python 3.15 for Data Scientists: Lazy Imports, frozendict, and Tachyon
  Source: pythonhub-digest
  Topic: Python
  URL: https://codecut.ai/python-3-15-features-data-scientists/

- Build your own decision model
  Source: pythonhub-digest
  Topic: Python
  URL: https://nishtahir.com/build-your-own-decision-model/

- Lifeguard
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/Facebook/lifeguard

- A Clean Way to Implement Undo in Python
  Source: pythonhub-digest
  Topic: Python
  URL: https://www.youtube.com/watch?v=ZXAt8AP3DnY

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

- Jumper
  Source: pythonhub-digest
  Topic: Python
  URL: https://github.com/KingKongRobotics/jumper

## Research

- Agentic AI in Production: Why Your Agent Keeps Answering After Its Tools Fail
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/agentic-ai-in-production-why-your-agent-keeps-answering-after-its-tools-fail/

- Data Enablement for AI: A Practitioner's Guide to 6 Advanced Architectural Patterns
  Source: towards-data-science
  Topic: AI Research (+AI, Python)
  URL: https://towardsdatascience.com/data-enablement-for-ai-a-practitioners-guide-to-6-advanced-architectural-patterns/

## Community

- Seam Cutter
  Source: simon-willison
  Topic: Python (+AI, Django)
  URL: https://simonwillison.net/2026/Oct/25/seam-cutter/

- acat
  Source: kenneth-reitz
  Topic: Python
  URL: https://kennethreitz.org/essays/2026-10-25-acat

- About $requests, the Token
  Source: kenneth-reitz
  Topic: Python
  URL: https://kennethreitz.org/essays/2026-10-25-about_requests_the_token

- The No Title® Tech Blog: Just updated - Optimize Images v2.2.0
  Source: planet-python
  Topic: Python
  URL: https://no-title.victordomingos.com/articles/2026/updated_optimize-images-v2-2-0