Everyone building agent UX should run a local model at least once. It makes tokens, latency, heat, and cost feel real. That changes product design: model choice should be visible enough that “use the expensive brain for a trivial task” feels like an explicit tradeoff.
Everyone should try to run a model locally so you can get a feeling for just how much computer is being used when you send "stage and commit" to Sol Extra High.