All essays

Tech, leadership, life, and the occasional tangent about Saturn. 7 so far.

2026
Tech

The Model Needed a Map, Not a Search Engine

I built a small assistant that answers questions from a wiki of procedures, running on llama.cpp. The best decision I made was deleting the search tool and handing the model a catalog instead.

aiopsintegrationsystems-thinking

5 min read

2026
Tech

The Analyst I Built for Myself

I've spent years making monitoring data actionable through AIOps and integration pipelines. Building a personal market research tool turned out to be exactly the same problem.

reflectionaiopssystems-thinking

3 min read

2025
Wisdom

The Invisible Architecture: What 21 Years in Enterprise IT Taught Me About Patience

The most important systems are the ones nobody notices until they fail. A reflection on building invisible integrations — and the leadership lessons hiding inside.

integrationleadershipreflection

5 min read

2025
Tech

Migrations Are a Mindset, Not a Project

After multiple data center migrations, I've learned that the technical work is the easy part. The real migration is always the one happening in people's heads.

cloudawsleadership

4 min read

2025
Life

What Saturn's Rings Taught Me About Systems Thinking

Billions of ice particles, each following simple rules, producing something vast and intricate and beautiful. There's a lesson here for anyone who designs systems for a living.

astronomysystems-thinkingphilosophy

4 min read

2025
Wisdom

Twenty Years, One Lesson: Change Slowly, Think Fast

What does institutional knowledge actually feel like? After two decades in enterprise IT — across four companies — I have some thoughts on what staying in a field teaches you.

careerleadershipreflection

4 min read

2024
Tech

ServiceNow as a Philosophy

Most people think of ITSM frameworks as bureaucracy. I've come to think of them as a philosophy about how work should flow through an organization.

servicenowitsmworkflow

4 min read