Lab & archive

Experiments, concepts, and older work

Things I explored that aren't case studies. They're kept here so the record stays honest. For current work, see Work.

AGI-SAC

Aligned Group Integration — System Architecture Coexistence: a Python research instrument for observing system-level failure modes in stateful multi-agent systems. Includes a small browser visualisation.

Bench CLI

Concept

An idea for a command-line tool to compare language models on structured, real-world tasks instead of leaderboard scores. Not built; no code yet.

Claude OS

Abandoned

A short-lived 2026 personal experiment in using Claude as the main interface to an Arch Linux machine. Abandoned.