Ruff 0.6 Replaced Black and isort in Our Monorepo Last Week
The switch took one afternoon and one follow-up PR. A 180-package Python monorepo that had been running black , isort , and flake8 on every pre-commit.
Step-by-Step Tutorial: Writing Python Extensions in Rust With PyO3
I hit a massive performance wall last Tuesday. I was tasked with parsing a 50GB dataset of nested JSON logs for a cybersecurity client doing malware.
Taipy: Why I Finally Ditched Streamlit for Production Apps
Well, I have a confession to make. For the last five years, I’ve been utterly hooked on “script-to-web” tools.
Stop Downsampling Your Data: The New Pandas Update is Actually Good
I have a confession to make. For the last five years, I’ve been lying to my stakeholders. Not big lies—just little white lies about data granularity.
Mastering Modern Keras: Multi-Backend Workflows and Ecosystem Integration
Introduction: The Evolution of Deep Learning Frameworks The landscape of deep learning has undergone a seismic shift in recent years.
Mastering Python Finance: From Data Gathering to Advanced Algorithmic Trading Strategies
The financial technology landscape has undergone a seismic shift over the last decade, transitioning from spreadsheet-dominated workflows to.
Marimo Notebooks: The Reactive Revolution in Python Data Science
For over a decade, the Jupyter notebook has been the de facto standard for data exploration, scientific computing, and machine learning education.
Unlocking True Parallelism: A Deep Dive into GIL Removal and Python’s Free-Threading Future
For decades, the Global Interpreter Lock (GIL) has been the single most controversial feature within CPython internals .
Modernizing Scrapy: Distributed Crawling with MongoDB and the New Python Ecosystem
The landscape of web scraping and data extraction has evolved dramatically over the last few years. While Scrapy remains the undisputed heavyweight.
Building a Lightweight Semantic Layer with DuckDB Python and Ibis
Introduction: The Evolution of Local Analytics The landscape of data engineering has shifted dramatically in recent years.