Systems online.

Private AI, distributed inference, agent systems. human/computer fluency.

$ whoami

The relationship between things is as real as the things themselves. A wheel is not a wheel without the axle. A lone note becomes music with companions. People are not a community without the trust that holds them together. The parts matter. The connections matter. La raison d'être matters. Miss not the forest for the trees.

Message me GitHub

$ current-projects

[ACTIVE] Phonon

A distributed inference cluster built from spare Android phones. Many small machines acting as one — no cloud, no data leakage, no rented intelligence. mDNS discovery, Ed25519 pairing, health-aware routing. Open source.

distributed systems edge AI mDNS Ed25519

[ACTIVE] Ragamuffin

A knowledge server for autonomous agents. Stores facts and documents so agents can answer questions about your systems without relying on their training data. Written in Go, backed by Qdrant, AGPL licensed. The memory layer for the whole House.

agent knowledge RAG Go Qdrant

* * * * * * * * * * * * * * *

$ areas

infra/devops

TrueNAS, Traefik, Tailscale, Docker Compose, Nebula. Stacks one person can operate.

private AI

On-prem LLMs, distributed inference clusters. Your data stays on your hardware.

security

Architecture review, threat modeling — what automated scanners miss. Logic errors, design assumptions, dead code paths.

agent systems

Multi-agent orchestration, autonomous operations. Systems that observe and improve themselves.

cooperative tech

Member-owned platforms, democratic governance. Infrastructure that matches how your organization runs.

audio/electronics

Studio design, live sound, signal flow. From clubs to recording studios — I know my way around a board.

Have a system worth building?

$ Tell me what you're trying to make last.

Sign my guestbook