| | | | The 5 Most Exciting New Features of Python 3.15 This article explains the 5 best new features of Python 3.15 with clear examples and explanations. RODRIGO GIRÃO SERRÃO
How Fast Is Python 3.15? Miguel benchmarks Python 3.15 RC3 and compares it to the performance of past releases as well as PyPy and even other languages. MIGUEL GRINBERG
CodeAF: 2x OpenCode’s and 4x Claude Code’s solves, same model On DeepSWE, CodeAF solved 2× as many real GitHub issues as OpenCode and nearly 4× as many as Claude Code on the same open model, at up to 4.8× less per solved issue. A new open-source coding harness built for open models like DeepSeek, Qwen, GLM and Kimi, and it works with closed models too. Try CodeAF on GitHub AGENTFIELDsponsor
What Is Meta Muse? A Plain-English Guide to Meta’s New AI What is Meta Muse? Learn what Meta’s AI agent can do, what it costs, how it handles your data, and where Python fits in. No coding required. REAL PYTHON
Python 3.15.0 Release Notes PYTHON.ORG
PEP 755: Implicit Namespace Policy for PyPI (Withdrawn) PYTHON.ORG
Django Security Releases Issued: 6.1.2, 6.0.9, and 5.2.18 DJANGO SOFTWARE FOUNDATION
Release of Polars 2.0 POLA.RS
Codex for Python Developers: Hands-On Agentic Coding Course In this 2-day live course, you’ll build a complete Python CLI app from an empty directory with Codex CLI, an AI agent that reads your files, runs your tests, and fixes errors in your terminal. Sessions run November 7–8 on Zoom. REAL PYTHON
Articles & Tutorials P Is for Python Enhancement Proposal (PEP) PEPs are proposals for how Python the programming language is changed. Even if you’ll never interact with them, reading them and the discussion around them will make you a better communicator. JUHA-MATTI SANTALA
Codemoo: Demonstrating How Coding Agents Work How do you assemble the core pieces of a coding agent? How are developers defining projects through conversation and introspection? This week on the show, Geir Arne Hjelle returns to talk about his recent project to demonstrate how coding agents work under the hood. REAL PYTHON podcast
The Things You Own End Up Owning You A recap of Pratham’s Quansight internship porting NumPy extension modules to the Limited API: heap types, swapping macros for function calls, and the side quest it started, getting NumPy ready for subinterpreters. PRATHAM HOLE
Why Most Data Science Notebooks Die After Day One Six habits that keep a notebook runnable after you close your laptop, including establishing imports and setup in your first cell, keeping to one function per cell, and more. NATE ROSIDI
Generate Images in Python With OpenAI’s GPT Image API Learn how to generate images from text prompts with OpenAI’s GPT Image API in Python, tune their size and quality, and edit them with a follow-up prompt. REAL PYTHON
Quiz: Generate Images in Python With OpenAI’s GPT Image API REAL PYTHON
Hugging Face Transformers: Leverage Open-Source AI in Python Get hands-on with Hugging Face Transformers in Python. Download, run, and inspect pretrained open-source AI models, and speed up inference on GPUs. REAL PYTHON
Saving Jet Fuel This article shows you how to use the scikit-decide library to determine an optimal flight path to save jet fuel for a Boeing 787-9 Dreamliner. MARK LITWINTSCHIK
Towards Async Transactions in Django async with transaction.atomic() is coming to Django, hopefully for 6.2. This post talks about how we got there at Django on the Med, and what the rules will be. CARLTON GIBSON
How We Built an Async-Aware Python Profiler Learn how Datadog made Python profiling async-aware while reducing profiler overhead and preserving context across asyncio tasks. KOWALSKI & GERRING
First Steps Into Memory Management in Python A quick introduction to how Python manages memory under the hood and how that might effect your code. DANIELL BASTOS
Show and Hide Wagtail Admin Fields Without JavaScript Learn how to show and hide Wagtail admin fields easily without writing any JavaScript. TIM KAMANIN
Projects & Code Brought to you by Real Pythonsponsor Online Python Training Created by Experts → django-prose-editor: ProseMirror-based HTML Editor GITHUB.COM/FEINCMS
polynx: pandas-Style Query/Eval Strings for Polars GITHUB.COM/LOWELLWINSTON • Shared by Lowell Winston
nvmon: A Fancy NVIDIA GPU Monitor for the Terminal GITHUB.COM/HAN-DONGHEUN • Shared by Han DongHeun
pyEQL: An Interface for Water Chemistry GITHUB.COM/KINGSBURYLAB • Shared by Michael Mulqueen
django-upgrade-report: Which Dependencies Block an Upgrade to Your Django Project? GITHUB.COM/DERBLUB
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