you have any examples on the solution architecture side. Yeah, so um, well, first of all, I assume that we have been joking with our friends like software engineers and saying that, yeah, probably they're going to be some kind of AI software engineer as like the one that was released. And, but but I think that there is a lot another kind of Baillieu on the people that just put things together. You know, like, like, that kind of stuff is just for me, I think that that is just like another level of stuff. And when you when you just put different kinds of things. Together require, like, just more contexts require more expertise. And so I think that that part is like, harder to just like automate as other kinds of tasks. And there is going to be like still a lot of value on doing that kind of job. And I think that's the kind of thing that we do that I do in my in my role, you know, like this is putting hidden different kinds of API's, maybe some time and do something, but also preparing a lot about how we can create some kind of piece of information infrastructure, in order to solve the problems that the customer want to build. Because this is like, yeah, again, he's, you can create like, a lot of products over the top of his just feeding the API of chargeability of Google of whoever provide to you like an LLM. But I think that that's going to be there's gonna be a lot of samples like like that, per se, there is gonna be a lot more also of companies that are going to try to create their own alarms for some kind of specific cases. Or maybe not even turning from from scratch, but at least to kind of like, customize the output or just to some kind of like, fine tuning of the models. And so,