NOTES FROM A SYSTEMS ARCHITECT

Learning how to do it right, that's what I dedicated my life to.

If you fail, you try again. It can fill you with purpose or break you down. It just depends if it's something you love or hate.

I'm Mat. Systems architect in my 40s. I burned out three times before I started paying attention. Now I write about software, AI, burnout, and the things that actually help: cycling, hiking, working on my Toyota, eating better.

Read what I write See what I do outside of work
$ whoami
mat_banik

$ cat current_focus.txt
→ awareness, prioritization, focus
→ designing around burnout
→ things that actually help

$ cat latest.txt
→ latest: Reset Windows Update: The Definitive MSP Guide to RWU
→ discover now: loading…

$ _

Not sure where to begin?

Reset Windows Update: The Definitive MSP Guide to RWU

The most-downloaded Windows Update reset tool was archived. RWU picks up where it left off with safe defaults, RMM exit codes, and AI-ready diagnostics.

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What's here

Systems

Software architecture, AI tools, and the occasional rant about complexity.

Cycling

Routes, gear, and getting out of my head.

Hiking

Trail notes and photos.

Markets

Thinking about money and what moves it.

Nutrition

What I eat and why I changed my mind about it.

Recent posts

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You Got Your Whole Genome Sequenced. Now What?

Consumer WGS gives you data, not an interface. Here's how to make your genome queryable — locally, privately, from your IDE.

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Vetting AI as Productivity Tool

Four questions developers aren't asking about AI coding tools — and why the answers matter more than the hype.

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Toyota DIY Go-Bag — Ranked by How Often You'll Need It

Probability-ranked maintenance tasks, tool kits, and first aid for Toyota Camry, Prius, and Highlander owners who drive beyond cell range.

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Who is Mat

Systems architect, mostly. I've spent 20+ years building software and occasionally writing about it. These days I'm also interested in what happens when you step away from the screen — bikes, trails, the occasional arrow launched at a target.

More about me →