How to think about LLMs for OSS development

keynote talk at PyCon Colombia 2025

Using DuckDB With Pandas, Parquet, and SQL

Learn about DuckDB’s in-process architecture and SQL capabilities which can enhance performance and simplify data handling.

How Global Variables Work in Python Bytecode

To better understand how Python handles globals, this article walks through dynamic name resolution, the global store, and how monkey patching works at the bytecode level.

How to Get Foreign Keys Horribly Wrong

Распространённые ошибки и возможности оптимизации в Django c Внешними ключами

People Tracker with YOLOv12 and Centroid Tracker

Solving Wordle with uv's dependency resolver

Играем в буквенную игру при помощи менеджера пакетов.

Getting extensions to work with free-threaded Python

Как подойти к подготовке C-расширений к новому Python

HyAB k-means for color quantization

Setting Discord status from physical GameCube console

Application Logging in Python: Recipes for Observability

The logging module is powerful, but it can be somewhat complex. This tutorial covers structured JSON output, centralizing logging configuration, using contextvars to automatically enrich your logs with request-specific data, and other useful patterns for your observability needs.

Python⇒Speed: 500× faster: Four different ways to speed up your code

How to Think About Time in Programming

Time is a complex thing to code. This article is a very deep dive, covering absolute measurement, civil time, modern time keeping, the mess that are timezones, and much more.

From AI Hype to Durable Reality: Why Agentic Flows Need Distributed-Systems Discipline

Generating Video Highlights Using the SmolVLM2 Model

Use TorchAudio to Prepare Audio Data for Deep Learning

Learn to prepare audio data for deep learning in Python using TorchAudio. Explore how to load, process, and convert speech to spectrograms with PyTorch tools.

Django: hide the development server warning

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How to Enjoy Debugging in Production - Karen Tracey

Доклад с DjangoCon Europe 2025

Python can run Mojo now

Возможность запускать язык специализированный на машинное обучение из Python экосистемы

Peter Bengtsson: Native connection pooling in Django 5 with PostgreSQL

Enabling native connection pooling in Django 5 gives me a 5.4x speedup.

Django: Introducing inline-snapshot-django

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