Writing

Notes from the work.

What I’m learning and building — written down while it’s fresh. Mostly AI engineering, retrieval, and shipping.

May 30, 2026/AI Engineering/3 min read

Building Bugle: a hunting-law agent and a Monte Carlo draw engine

How I built a cited, multi-state regulations assistant — plus a draw-odds simulator — in about 25 hours, and the engineering decisions that made it hold together.

Apr 12, 2026/AI Engineering/2 min read

Notes on building a production AI agent

Lessons from owning the backend of a real-time, text-and-voice AI agent that validates insurance claims — and from becoming the person a team builds its agent workflows around.

Jun 20, 2025/Building/2 min read

What co-founding taught me about shipping

Building and shipping a full-stack product end to end as a co-founder — owning every decision, and learning that shipping is a skill of its own.