Ok. Looks like we are wrapping up for the evening. Have a great conference!

BTW, in the outage scenario I mentioned during our session tonight it should be noted that we do not have end-to-end pipeline yet. We're working on it.

We've got a lot of things automated, but there are gaps. And there are some things that feel close to ad-hoc that bridge some of the gaps