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Field Notes

Thoughts on cloud architecture, platform engineering, DevOps practices, and the leadership moves that keep teams shipping.

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What I'm Working On: Senior 2, and Tools That Keep Changing
Field NotesSep 13, 2026

What I'm Working On: Senior 2, and Tools That Keep Changing

I was recently promoted from Senior 1 to Senior 2 at OneStream. The job itself hasn't changed much, but how I do it keeps changing, and that shows up in everything I'm building outside work: a better 3D model of my home, agent workflows for Duff Cloud Services, and a tablet game for my daughter.

6 min read
How I'm Using AI to Speed Up My CI/CD Pipelines
DevOpsJun 22, 2026

How I'm Using AI to Speed Up My CI/CD Pipelines

On my pipelines the end-to-end suite eats most of the clock, and a full run isn't always what a change needs. An AI step reads the diff and runs only the tests that change touches. Here's the selector script that does it, guardrails and all.

5 min read
The AI That Waters My Lawn Is Still on Probation
AutomationJun 08, 2026

The AI That Waters My Lawn Is Still on Probation

A local language model decides whether my lawn needs water. On paper. Every call it makes goes into a journal I review before it ever touches a valve, because trust in an automated decision-maker is earned the same way it is with a new engineer.

6 min read
Bicep vs. Terraform: I've Shipped Both
DevOpsMay 29, 2026

Bicep vs. Terraform: I've Shipped Both

I've authored infrastructure as code in both and run both in production. Here's the honest version of when I reach for each. And why, if your world is Azure, the state file is the whole conversation.

7 min read
How to Know What to Build
Career DevelopmentJan 10, 2026

How to Know What to Build

A practical way to choose your next project: build for where you are, where you want to go, and the problems you can actually solve. Don't outsource your fundamentals to AI.

7 min read
Standing on the Shoulders of Giants
Career DevelopmentDec 30, 2025

Standing on the Shoulders of Giants

A heartfelt tribute to the open source creators, language designers, mentors, and technology pioneers who made my career possible. Evan You's Vue ecosystem, Rob Pike's Go, and everyone who helped shape a lacrosse-stringing kid into a platform engineer.

8 min read

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