Projects · independent work

Build. Inspect.
Learn something.

Systems and tools I build on personal time and infrastructure. Each project makes its artifact, evidence and limitations visible.

Evaluation protocol

Baseline not run

How AI assistants describe me

A method for checking identity, currency, source support and attribution across five assistant surfaces. The protocol is published; actual outputs and scores remain open work.

Inspect the protocol →

Ideas behind the artifacts

Essays and build logs explain the decisions. Work covers the products and businesses I have led with teams.