PM · AI · Ground Truth

When things drift from the truth, I build tools to fix them

Essays on program management, AI, and the systems that shape how we work — plus a little gardening.

Latest Posts

March 9, 2026 · 7 min read

87 PRs in One Weekend: How I Went from Copy-Pasting AI Output to Running an Agent Fleet

reflections

From 1.6 PRs/day with chatbots to 29 PRs/day with autonomous loops — an 18x productivity jump in 2 months.
March 5, 2026 · 3 min read

Mapping Barrington's Construction Activity with State & County Data

projects ai civic-data

I pulled NJ DCA permit records, stitched them to Camden County GIS parcel data, and had Claude build an interactive dashboard for every building permit in Barrington Borough.
February 25, 2026 · 2 min read

How a local town used an AI community tool to improve public safety

projects ai public-safety

Barrington, NJ reached 100% hydrant coverage during the latest snowstorm through shared community reporting and municipal adoption.

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

→ 2

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

5 min read

→ 3

Simulation Bias is Already Here

4 min read

→

Read the series