01 / Operate
AI-assisted infrastructure
AI as an operations partner for a self-hosted platform, from routine maintenance to commissioning a refurbished server. Runbooks, recovery plans, and human approval keep changes accountable.
Systems / Software / AI
Technology,
with a human
point of view.
I’m Dan. I build software, operate infrastructure, and put AI to work on problems that need both technical depth and human judgment.
Explore my workAI, applied to real systems
Selected work
02 / Retrieve
CL650 manual retrieval
A local retrieval system that helps Claude answer questions from Challenger 650 simulator manuals without relying on memory.
Also: provider research, this site, and a better way to study.
More of my work02 The thread through it all
Context, evidence, judgment
Useful tools.
Clear evidence.
Human judgment.
My background spans infrastructure, software, and the day-to-day work of technical teams. I’m interested in what happens when those disciplines meet—and how new tools change what people can do.
I use AI throughout that work, with context it can build on and results I can check. The projects here show how that approach plays out in running systems, technical research, and everyday tools.
A little more about me