AI in the workflow
Useful automation, agentic systems, model behavior, and the places where judgment still matters.
Personal notes from the edge of systems work
A quiet place for technical thinking, practical experiments, and a few unfinished thoughts about AI, insurance, Salesforce, and the work of making complex things useful.
This site is intentionally light to begin with. It will grow into a working notebook: part technical journal, part field notes, part place to test ideas in public.
Threads
Useful automation, agentic systems, model behavior, and the places where judgment still matters.
Policy data, operating models, claims, risk, and the quiet complexity behind products people rely on.
Architecture, integration, platform tradeoffs, and the practical realities of making CRM systems behave.
Notes
A placeholder for the first proper piece. For now, the room is built and the lights are on.
Early sketches will probably live here before they become more polished writing.