I'm curious if your hypothesis around CI CD was fully validated or were there other things that were brought up that surprised you? Yeah, so I guess because it was a charter, we haven't done what I would like to do, which is internal surveys that will come next. We didn't have as much feedback yet, but having said that, we are pairing with lots of teams already. So we're trying to see exactly how does the work happen on the ground.