Projects

The workshop

Things I’ve built, shipped, abandoned or am still poking at. Each entry notes what it is, where it stands, and what I learned.

MotiveSense

AI systems for small and mid-sized businesses — intake, triage and back-office agents.

An independent practice where I design and run practical AI workflows for SMBs that don’t have an AI team.

SCREENSHOT / client triage dashboard

FIG. 01 — Ops view used by a client’s support team

Research and SaaS concept for answering vendor security questionnaires from existing policy docs.

Interviewed eleven compliance leads; prototyped retrieval over SOC 2 evidence. Paused while validating willingness to pay.

DIAGRAM / retrieval pipeline

FIG. 02 — Answer drafting with cited source passages

This site: a journal and workshop notebook, rebuilt to put the writing first.

Static by default, zero client JavaScript on most pages, self-hosted variable fonts.

SCREENSHOT / article template

FIG. 03 — Long-form reading layout at 700px measure

A small local tool for running prompt regressions against saved cases.

Built to support the evals essay. Used weekly; rough edges intact.

SCREENSHOT / diff view of two prompt runs

FIG. 04 — Side-by-side output diff