| | | | Investigating Quasars With Polars and marimo Learn to visualize quasar redshift data by building an interactive marimo dashboard using Polars, pandas, and Matplotlib. You’ll practice retrieving, cleaning, and displaying data in your notebook. You’ll also build interactive UI components that live-update visualizations in the notebook. REAL PYTHON course
Faker: Generate Realistic Test Data in Python If you want to generate test data with specific types (bool, float, text, integers) and realistic characteristics (names, addresses, colors, emails, phone numbers, locations) Faker can help you do that. KHUYEN TRAN • Shared by Khuyen Tran
Level up Your AI Development Level up your AI with proven patterns for durability, retries, and reliability. Temporal’s AI Cookbook gives you the recipes to go from prototype to production → TEMPORALsponsor
The Future of Python Web Services Looks GIL-free This is another free-threaded Python 3.14 bench-marking article, but this time instead of being toy calculating problems, the measurements emulate how web frameworks work. GIOVANNI BARILLARI
PEP 679: New Assert Statement Syntax With Parentheses (Rejected) PYTHON.ORG
Django 6.0 Beta 1 DJANGO SOFTWARE FOUNDATION
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Articles & Tutorials pytest Fixtures: How to Use & Organize Them Fixtures make your life as a developer easier when using Pytest. Learn how to use them in different ways to organize your test suite more effectively, and get a glimpse on how Streamlit and Pydantic uses them. PATRICKM.DE • Shared by Patrick Müller
Async Django: A Solution in Search of a Problem? This opinion piece states that while a technical marvel, async Django has been quietly rejected by the community it was built for, with the vast majority of developers sticking to simpler, proven solutions. KEVIN RENSKERS
Build Faster with GitHub Actions Using Depot Depot supercharges GitHub Actions with high-performance runners and remote caching that cut build times dramatically. Learn how to integrate Depot into your workflow for faster, more efficient CI pipelines → DEPOTsponsor
What Can I Do With Python? Learn how Python builds software, powers AI, automates tasks, and drives robotics. Discover tools and projects to guide your programming journey. REAL PYTHON
Quiz: What Can I Do With Python? REAL PYTHON
Django bulk_update Memory Issue Recently, Anže had to write a Django migration to update hundreds of thousands of database objects, it didn’t go as smoothly as planned. ANŽE PEČAR
When Should You Use .__repr__() vs .__str__() in Python? Find out when to choose Python’s __repr__() vs __str__() in your classes so your objects show helpful information for debugging and user output. REAL PYTHON
Lore Wisdoms, aphorisms, and pointed observations that Redowan frequently quotes in conversations about software, philosophy, and ways of working. REDOWAN DELOWAR
T-strings: Python’s Fifth String Formatting Technique? Python’s new t-strings may look like f-strings, but they work in a totally different way, allowing you to delay string interpolation. TREY HUNNER
Three Times Faster With Lazy Imports PEP 810 proposes adding explicit lazy importing to Python. This article shows just what that can do for your program’s startup times. HUGO VAN KEMENADE
CPython Core Dev Sprint 2025 at Arm Cambridge Arm’s Cambridge headquarters hosted a week of development for Python core contributors, this post describes what work got done. PYTHON SOFTWARE FOUNDATION
Announcing PSF Community Service Award Recipients! This post announces three new Service Award Recipients: Katie McLaughlin, Sarah Kuchinsy, and Rodrigo Girão Serrão. PYTHON SOFTWARE FOUNDATION
Best Practices for Using Python & uv Inside Docker Best practices for using Python & uv inside Docker ASHISH BHATIA
Projects & Code Brought to you by Real Python for Teamssponsor Online Python training created by a community of experts. Give your team the real-world Python skills they need to succeed → RustPython: A Python Interpreter Written in Rust GITHUB.COM/RUSTPYTHON
django-snakeoil: Simple Meta Tags for Django Objects GITHUB.COM/KNYGHTY
Cronboard: TUI Dashboard for Managing Cron Jobs GITHUB.COM/ANTONIORODR
plugboard: Framework for Simulating Complex Processes GITHUB.COM/PLUGBOARD-DEV
spdl: Scalable and Performant Data Loading GITHUB.COM/FACEBOOKRESEARCH
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