AI-Ops — the Operator Loop
A self-improving loop for automating my own life that hands back more time than it costs to run — and prunes itself when it doesn't. The system behind this whole site.
The brain of the whole initiative, and the reason this site exists. A loop that runs on a fixed cadence: observe where my time actually went, score a backlog of candidate automations by the value they return divided by what they cost to keep alive, let me choose exactly one to build next (or nothing), build it as a reversible draft, adopt what proves itself, prune what rots.
Two ideas do the heavy lifting. Maintenance cost sits in the denominator of the score, so anything that needs constant babysitting self-prunes. And protected family time is config the system is forbidden to schedule over — the loop’s job is to hand time back, never to take it. “Build nothing this week” is a valid, healthy outcome.
This site is its public face: the method and the wins, written up plainly enough that you could build your own version.