HOTBITS: true random,
from nuclear decay.
A Geiger counter watches a radioactive source; the gaps between decays become NIST-tested bits. No algorithm, no seed: just physics, served live.
I build at the seam where enterprise scale meets maker culture: ESP32 mesh networks, Fortune-500 data warehouses, and a lot of Claude as co-pilot. Anti-cloud, host local, think global.
Based in Forest Hills, Michigan · working across Grand Rapids & Kent County, on-site or remote.
A Geiger counter watches a radioactive source; the gaps between decays become NIST-tested bits. No algorithm, no seed: just physics, served live.
AI-native sourcing platform: pipelines, vector search, agents.
Hardware hacks, signals, radioactive entropy, ADS-B, mesh.
Solo namespace: side projects, the through-line, this site.
AI consulting & development firm. Frontier integrations.
Live counters across the whole pile, regenerated on every deploy.
Commits, sessions, and conversations: the live thread across every project.
The handful getting the most attention right now.
Building resilient systems, reliably.
Climate intelligence platform — ingest, normalize, and serve environmental data
Control Your World, One Chip at a Time.
Unlock unpredictable outcomes.
An assembly-like agentic programming language designed for self-improving systems.
Three threads, one practice. Each ships its own systems, but they cross-pollinate: the lab feeds the consulting, the consulting funds the lab.
The flagship stories. The rest of the bench (radios, robots, random bits) lives in the lab.
If you have hardware that needs to talk to a warehouse, or a warehouse that needs to talk to an agent, that's the room I work in. Let's sketch it.
Book a call →