 Hey, how are you? Good to see you. All right, we're here at Red Hat Summit with Jim, Andrea, Emily. We're gonna ask Jim about signing books. So Jim, what's the the practice here? What's the art of signing a book? Well, I'm learning several things. First off, I like to personalize them if I can. So if I have an opportunity to chat them up enough just to be able to say, you know, it's a red-hatter, it's a partner, it's a customer, I can thank them for their support or for their business. Also, I'm asking, you know, is this your first summit or you've been a multiple and I could write something about thanks for being your fourth summit or whatever I can do that way. So that's generally helpful. The other big driver is, frankly, how long the line is. If the line is really long, I don't want to be rude. So I write shorter. Sure. Like, you know, I hope you enjoy the book versus hope you enjoy, right? Depending on the length of line and all, to try to get that right as well. So it's kind of a combination of personalization as well as, you know, trying to be as succinct as possible depending on the length of the line. So I'm learning as I go forward and I'm getting a lot faster than saying, Jim. Great. Thanks for sharing.