Systems Thinking · AI · Field Notes

I write about how AI, systems & everyday life overlap

I study how systems drift from ground-truths into simulation. Then I build tools and frameworks to bring them back to reality. Essays for people who think deeply about technology, purpose, and how we work (and a little bit of gardening).

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Latest Posts

February 15, 2026 · 4 min read

Simulation Bias is Already Here

program-management ai

A Reddit post about an AI hallucinating analytics data for months is the clearest real-world example of simulation bias I've seen yet.
February 6, 2026 · 4 min read

January 2026: Month in Review

reflections

Fire hydrants, Pi-holes, n8n workflows, and way too many debugging sessions.
January 29, 2026 · 6 min read

When Seconds Count: Building a Crowdsourced Fire Hydrant Snow Tracker

projects

How do you mobilize a community to improve public safety?

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Simulation Bias Series

A series exploring how organizations drift from ground truth when they trust representations of reality more than reality itself — and why AI accelerates that drift.

Are Our Programs Simulations? When status replaces reality, programs collapse.

4 min read

A Day in the Life of a Technical Program Manager in 2035

5 min read

Simulation Bias is Already Here

4 min read

Read the series