Roblock Platform

We're currently working on having longer term holdouts from some of these features. If it is something that's user facing for our community, we typically like to work through one to two weeks of those experiments. We can understand what are the effects from a monday versus a saturday, or as new usurs join the platform. Plus there's also just generally sensitivity o metric, whether we can get some kind of signal from that. And then there's other cases where it might be behind the scenes, something in the back end, which case our experimentation can essentially be much quicker.