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Testing Python Agents is a Nightmare (Here’s How I Fix It)
7 mins read

Testing Python Agents is a Nightmare (Here’s How I Fix It)

  • AI Testing
December 31, 2025 Silas MontgomeryTagged python testing

I spent the last three days debugging a graph-based workflow where three different AI agents were supposed to collaborate on ordering a pizza.

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CircuitPython’s Latest Update Finally Makes USB Host Less of a Headache
7 mins read

CircuitPython’s Latest Update Finally Makes USB Host Less of a Headache

  • CircuitPython
December 29, 2025 Silas MontgomeryTagged CircuitPython news

I have a drawer full of USB-OTG cables that I look at with deep suspicion. For years, if you wanted to plug a keyboard, a mouse, or a MIDI controller into.

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Stop Renting Cloud Computers: Building a Data Stack on Localhost
8 mins read

Stop Renting Cloud Computers: Building a Data Stack on Localhost

  • Cloud Computing
December 29, 2025 Silas MontgomeryTagged DuckDB python

I looked at my AWS bill last month and laughed. Not the happy kind of laugh. The kind that sounds a bit like a sob.

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Strengthening the Core: The Future of NumPy, Scikit-learn, and Scientific Python Performance
11 mins read

Strengthening the Core: The Future of NumPy, Scikit-learn, and Scientific Python Performance

  • AI/ML
December 22, 2025December 26, 2025 Silas MontgomeryTagged NumPy news

The Python ecosystem has long been the dominant force in data science, machine learning, and scientific computing.

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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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The Rust Revolution: Mastering Ruff for High-Performance Python Linting
11 mins read

The Rust Revolution: Mastering Ruff for High-Performance Python Linting

  • DevOps
December 11, 2025December 27, 2025 Silas MontgomeryTagged Ruff linter

Introduction: The Shift to High-Performance Tooling The Python landscape is undergoing a seismic shift. For years, developers have relied on a fragmented.

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Elevating RAG Development: LlamaIndex Vibe Coding, SQL Integration, and the Modern Python Stack
13 mins read

Elevating RAG Development: LlamaIndex Vibe Coding, SQL Integration, and the Modern Python Stack

  • AI/ML
December 5, 2025December 28, 2025 Silas MontgomeryTagged LlamaIndex news

The landscape of Generative AI development is shifting rapidly. We have moved past simple chatbots into the era of “Vibe Coding”—a workflow where.

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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 AI”—where Large Language Models (LLMs).

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Unifying Data Analysis: A Comprehensive Guide to the Ibis Framework
12 mins read

Unifying Data Analysis: A Comprehensive Guide to the Ibis Framework

  • Data Engineering
November 29, 2025December 26, 2025 Silas MontgomeryTagged Ibis framework

Introduction In the rapidly evolving landscape of data engineering and analysis, the gap between local data manipulation and big data execution has long.

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