Sam Moore
Solutions Architect
30 years operator-side. AI integration and operator-facing tooling that survives first contact with the field.
Recent posts
From the blog
A nutrition logger built around a chat box, not a chat box bolted onto a nutrition logger
An AI-frontend nutrition logger where the conversation is the UI and the middleware is the truth. A household-private personal ledger beats a 400,000-item gener...
RouteFlow: a passive fingerprint for what a route actually is
Two Pixel 3 phones capture kinetic and GPS data while a carrier runs their route. The data fingerprints into recognizable patterns. No cloud, no subscriptions, ...
The grandfathered label: when honesty is cheaper than backfill
I added an event log to mCORE's Route Forward Manager. A carrier asked why his old forwards had no history. I had three options, and I picked the one that admit...