Thirty years of signal — from the UT system to Salesforce to the agentic institutions being written right now. Written on a ridge above the Elk Range.
Ten thousand jobs teaching machines to work, posted on the weekend America sets aside to honor human labor. If the abundance crowd is right, the holiday flips: rest becomes the default, and effort becomes the thing we celebrate.
Read the note →
Schoolhouse Rock taught a generation how a bill becomes a law. Nobody ever made that cartoon for data. So the data tells this one, from Brownsville to the White House and back into the box.
Read the note →From the UT system to Salesforce to Maryville. Every turn, every hard-won lesson about making technology actually work for the humans using it.
Walk it back →Dispatches on AI, higher education, agentic systems, and the institutions still buying seats in a world learning to buy results.
Read from here →Websites for the places that make a mountain town a town — a gas station with a killer deli counter, a welder's shop in Gunnison. Drag the line and watch the old site give way to the new one.
See the work →If your institution needs a guide through the next ridgeline — strategy, architecture, or a second opinion — let's talk.
Send a signal →Reports on AI adoption in the Gunnison Valley and rural Colorado, built from sources you can open and check. No invented numbers, no ranked listicle. Each one comes with the questions people actually ask and an honest comparison of the alternatives.
Read the reports →The operating rules behind the practice: outcome-first AI adoption, the rural mountain-town constraint stack, Gunnison Valley readiness, and a GEO method for being found and cited by AI engines. Written down precisely enough that you can hold me to them.
Read the frameworks →