Automated Diagnostics?

Yeah. This is making good points that maybe the only thing not considered in all these easy az.summary() metrics already is the uniformity.

The simple check for that would be a null hypothesis rejection, but if we’re running at scale, that kind of thing would be overwhelmed by false positives.