Field notes from the lab

Tech Decoded.

IT can feel complicated, but it clicks the moment you understand how things are actually supposed to work. This is a collection of hands-on personal projects exploring how systems connect under the hood. We don't just look at the how, we tear into the why, when you anchor your work in real use cases and find meaning in what you build, the complexity turns into fun. If you have ten minutes, pick a lane below or jump straight into the featured note.

Get the architectural mindset alongside the messy reality: real hardware, actual commands, and the design missteps I had to debug along the way. If you want to learn how to think strategically and build from the ground up, pick a lane below or dive straight into the featured note.

More from the bench

Recent field notes

Hardware

Repurposing a Surface HUB 1

I enjoy figuring out how to make locked down hardware useful after its use case is no longer a thing. A few months ago I was gifted a Surface Hub 1.....

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AI

Building a WebSite with AI

I am a fan of WordPress but I am also a fan of using the newest tools, my lab for example does run Beta versions just so I can get access to the latest features. So what's a guy to do when I hear that AI can build a website in 10 minutes...

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Learning

Learning in IT - Think like an Architect

There are many qualities in a great Engineer and an Architect. I would say that in my experience I have worked with many Engineers that could become Architects if they wanted to. The expectations....

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AI

Local AI on a Budget

One of my many side projects is using Local AI but like most, I’m on a budget. Smaller models act like smaller models — until you stop treating them as one giant brain.

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AI

The Modern Engineering Stack: Moving Beyond the Search Bar

AI is quickly becoming an accelerator for more things than just Google searches. Copilot, Claude, OpenAI, and Gemini each earn a different seat in the stack.

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AI

Learning AI – The Basics

Let’s be honest with ourselves, AI is one of the greatest things since the internet. The question is what you offload, and how you stay in control of the result.

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All notes

Software from the notes

Tools I built because the article was not enough

v1.1.1 · 2026-03-14

Unifi Analyzer

A Windows tool that pulls Unifi UDM configuration over the API and SSH so you can analyze, export, capture packets, and keep config history.

WindowsPython 3.8+

Full catalog

New notes land on the blog and in RSS. If you want the locked drawers — prompts, code notes, the vault — start at subscribe or sign in. I am Buddy, infrastructure architect. The source lives on GitHub.