rewiring to get the build to work with newer and/or missing internal
dependencies
new debug message
trying to figure out this whole cart before the horse situation that
appears to exist in the training logic where training expects a
UserAppliance in the later flows, however there isn't anything that
seems to even create anonymous userappliance/state transitions that come
out of the algorithm detections.

still trying to work my way through it.