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Automation

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

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 Poetry1 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 Learn about Hatch build.

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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

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 Learn about MicroPython updates.

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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

Local LLM: The landscape of Artificial Intelligence is undergoing a seismic shift. While cloud-based APIs dominated the early generative AI era, the in…

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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 Learn about Python automation.

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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

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 Learn about Scrapy updates.

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Building Autonomous Economic Agents: LangChain Updates and Privy Integration
12 mins read

Building Autonomous Economic Agents: LangChain Updates and Privy Integration

  • AI/ML
December 3, 2025December 26, 2025 Silas MontgomeryTagged LangChain updates

The landscape of Artificial Intelligence is undergoing a seismic shift. We are moving rapidly from the era of “Chat Learn about LangChain updates.

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