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Ruff 0.8 Replaced Black, isort, and Flake8 in Our Monorepo
12 mins read

Ruff 0.8 Replaced Black, isort, and Flake8 in Our Monorepo

  • Automation
April 11, 2026 Nia OkoroTagged CPython internals, DuckDB python, Free threading, GIL removal, Ibis framework, Marimo notebooks, Mojo language, Polars dataframe, Python JIT, Rust Python

A single ruff check –fix and ruff format pair now covers what used to be three separate pre-commit hooks: Black for formatting, isort for import.

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Poetry is Dead to Me: Why I Switched to uv
4 mins read

Poetry is Dead to Me: Why I Switched to uv

  • Automation
February 23, 2026 Silas MontgomeryTagged Uv installer

Actually, I should clarify – I held on for as long as I could. Really, I did. I was the guy in the team chat defending Poetry 1 back in 2023.

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Why I Finally Switched to Hatch for Python Builds
3 mins read

Why I Finally Switched to Hatch for Python Builds

  • Automation
February 13, 2026 Riko IshikawaTagged Hatch build

Actually, I should clarify — I’ve spent the last decade fighting with Python packaging. I’ve written setup.py files that looked like spaghetti code.

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Stop Forcing Users to Install Python for Your CLI Tools
6 mins read

Stop Forcing Users to Install Python for Your CLI Tools

  • Automation
January 23, 2026 Silas MontgomeryTagged Uv installer

I have a confession: for years, I secretly dreaded sharing my Python CLI tools with anyone who wasn’t already a Python developer.

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Deep Dive into Modern Malware Analysis: Techniques, Python Automation, and Reverse Engineering
12 mins read

Deep Dive into Modern Malware Analysis: Techniques, Python Automation, and Reverse Engineering

  • Automation
December 20, 2025December 26, 2025 Silas MontgomeryTagged Malware analysis

Malware analysis is the art of dissecting malicious software to understand its behavior, origin, and potential impact. In an era where threa…

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Mastering MicroPython Updates: A Guide to Firmware Management and Edge AI Integration
13 mins read

Mastering MicroPython Updates: A Guide to Firmware Management and Edge AI Integration

  • AI/ML
December 16, 2025December 28, 2025 Silas MontgomeryTagged MicroPython updates

Introduction The landscape of embedded development is shifting rapidly. As hardware becomes more capable and power-efficient, the software driving these.

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Building Secure, Air-Gapped AI Assistants: A Deep Dive into Local LLM Integration with Python
12 mins read

Building Secure, Air-Gapped AI Assistants: A Deep Dive into Local LLM Integration with Python

  • AI/ML
December 10, 2025December 26, 2025 Riko IshikawaTagged Local LLM

The landscape of Artificial Intelligence is undergoing a seismic shift. While cloud-based APIs dominated the early generative AI era, the industry is.

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The Evolution of Python Automation: Building Intelligent Agents and High-Performance Workflows
14 mins read

The Evolution of Python Automation: Building Intelligent Agents and High-Performance Workflows

  • AI/ML
December 8, 2025December 27, 2025 Riko IshikawaTagged Python automation

Introduction Automation has long been the cornerstone of Python’s popularity. From simple file manipulation scripts to complex cron jobs, the language’s.

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Unlocking True Parallelism: A Deep Dive into GIL Removal and Python’s Free-Threading Future
12 mins read

Unlocking True Parallelism: A Deep Dive into GIL Removal and Python’s Free-Threading Future

  • AI/ML
December 7, 2025December 27, 2025 Mateo VargasTagged GIL removal

For decades, the Global Interpreter Lock (GIL) has been the single most controversial feature within CPython internals .

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Modernizing Scrapy: Distributed Crawling with MongoDB and the New Python Ecosystem
12 mins read

Modernizing Scrapy: Distributed Crawling with MongoDB and the New Python Ecosystem

  • Automation
December 6, 2025December 27, 2025 Mateo VargasTagged Scrapy updates

The landscape of web scraping and data extraction has evolved dramatically over the last few years. While Scrapy remains the undisputed heavyweight.

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Recent Posts

  • Litestar Cut Our P99 Latency 40% After Migrating From FastAPI
  • Ruff 0.8 Replaced Black, isort, and Flake8 in Our Monorepo
  • Ruff 0.6 Replaced Black and isort in Our Monorepo Last Week
  • Python JIT: practical notes from production
  • asyncio.TaskGroup vs gather: Why Structured Concurrency Wins in Python 3.11+

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