| | | | 5 Essential Itertools for Data Science
Learn 5 essential itertools methods to eliminate manual feature engineering waste. Replace nested loops with systematic functions for interactions, polynomial features, and categorical combinations.
CODECUT.AI • Shared by Khuyen Tran
A Fun Python Puzzle With Circular Imports
A deep inspection of just what happens when you write from ... import ... and how that impacts circular import references in your code.
CHRIS SIEBENMANN
B2B MCP Auth Support
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Improving Your Tests With the Python Mock Object Library
Master Python testing with unittest.mock. Create mock objects to tame complex logic and unpredictable dependencies.
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Python 3.15.0 Alpha 6 Released
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Articles & Tutorials
Introducing the PSF Community Partner Program
The Python Software Foundation has announced the new Community Partner Program, a way for the PSF to support Python events and initiatives with non-financial support such as promotion and branding.
PYTHON SOFTWARE FOUNDATION
Better Python Tests With inline-snapshot
inline-snapshot lets you quickly and easily write rigorous tests that automatically update themselves. It combines nicely with dirty-equals to handle dynamic data that’s a pain to normalize.
PYDANTIC.DEV • Shared by Alex Hall
See Why Your CI Is Slow
 Your GitHub Actions workflows are burning time and money, but you’re flying blind. Depot’s new Analytics shows exactly where your CI spends resources. Track trends, find bottlenecks, optimize across your org. Get visibility with Depot →
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Django’s Test Runner Is Underrated
Loopwerk never made the switch from unittest to pytest for their Django projects. And after years of building and maintaining Django applications, they still don’t feel like they’re missing out.
LOOPWERK
Webmentions With Batteries Included
A webmention is a W3 standard for one post to refer to another and interlink. This article introduces you to a Python library that helps you implement this feature on your site.
FABIO MANGANIELLO
Python 3.12 vs 3.13 vs 3.14
Compare Python 3.12, 3.13, and 3.14: free-threading, JIT, t-strings, performance, and library changes. Which version should you actually use in 2026?
MATHEUS
Django Steering Council 2025 Year in Review
Want to know what is happening in the world of the Django project? This post talks about all the things the Django Steering Council did in 2025.
FRANK WILES
What Exactly Is the Zen of Python?
The Zen of Python is a collection of 19 guiding principles for writing good Python code. Learn its history, meaning, and hidden jokes.
REAL PYTHON
Quiz: What Exactly Is the Zen of Python?
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Open Source AI We Use to Work on Wagtail
One of the core maintainers at Wagtail CMS shares what open source models having been working best for the project so far.
WAGTAIL.ORG • Shared by Meagen Voss
Need Switch-Case in Python? It’s Not Match-Case!
Python’s match-case is not a switch-case statement. If you need switch-case, you can often use a dictionary instead.
TREY HUNNER
Python Time & Space Complexity Reference
Open-source reference documenting time and space O(n) complexity for Python built-in and stdlib operations.
PYTHONCOMPLEXITY.COM • Shared by Heikki Toivonen
Projects & Code
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pycaniuse: Query caniuse.com From the Terminal
GITHUB.COM/VISESHRP • Shared by Visesh Prasad
silkworm-rs: Free-Threaded Compatible Async Web Scraper
GITHUB.COM/BITINGSNAKES • Shared by Yehor Smoliakov
django-deadcode: Tracks URLs, Templates, and Django Views
GITHUB.COM/NANOREPUBLICA
oxyde: Type-Safe, Pydantic-Centric Async ORM
GITHUB.COM/MR-FATALYST
Skylos: Quiet Static Analysis + Optional Agent Mode
GITHUB.COM/DURIANTACO • Shared by aaron oh
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