AI & Edge · 2026-09-05
Packaging AI for low-connectivity environments
How to ship Ollama + any local model + your app in one binary. No cloud GPU. No reliable internet. No runtime install on the target machine.
Ted Kouhouenou
blog
Engineering notes on packaging applications and their runtimes into one self-extractible, signable binary - and shipping them to the edge.
How to ship Ollama + any local model + your app in one binary. No cloud GPU. No reliable internet. No runtime install on the target machine.
Ted Kouhouenou
How delta chunking compresses a 200MB payload into 18MB over LoRa + satellite. Field data from 3 rural deployments.
Ted Kouhouenou
How clinics and agriculture co-ops sign binaries once and verify on 500+ devices without a CA. No cloud required.
Ted Kouhouenou
SHA-256 + Ed25519 + SBOM + transparency log. The trust layer for edge distribution is here.
Ted Kouhouenou
Named after the mythical craftsman who built the Labyrinth. A dead SSD, a bootable USB stick, and one year of building on 8GB of RAM with no disk.
Ted Kouhouenou