 Cool. Thank you, Tim. Thanks for the update. Hey, yeah, have a good one to hear it We're gonna keep them coming keep hearing from users and thinking about different ways this stack might come together and the next company We're hearing from his live person now They are very brave company They're a SaaS company that powers a lot of the online chat that you may experience out there in the wild with different retailers They're powering a lot of that live chat and the reason why I say they're brave It's because they started with Diablo, which for those of you been around a while that was that was pretty early days We've come a long way since Diablo and to tell us about where they are and what they're doing with open stack and beyond We've got the director of cloud engineering from live person Kobe holzer. Welcome Kobe. All right So tell us about your open stack infrastructure. You've been running it for a while. What's the latest? Sure at live person. We started with the open stock something like a four and a half years ago We started with the Diablo release like you mentioned and now we are in the process of upgrading to the killer release In terms of scale we read something like 8,000 instances running on more than a more than a 20,000 physical cores well spread on seven different data centers around the globe very cool So what what are you doing in terms of containers? We got a little bit of a container theme going I'm guessing you might have some some updates there sure So four and a half years ago when we started with the open stock. It's not the only thing that we started with we also Started a Rewriting our entire service migrating it from one big monolithic service to 150 microservices So this was a long and brave journey that life person took and open stack enabled it So in terms of containers now that our service is based on 150 microservices It's making perfect sense for us to migrate most of those services to containers Okay, and we chose docker and Kubernetes which are the most fit for us for our use case and Then we started with our continuous integration and delivery pipeline understanding that we want to support best our software developers in the process adopting the new technology and Allow them to have a fast and smooth pipeline up to production Okay, so CICD that's really a big trend these days people trying to move faster Microservices enable that and then you've got Docker and Kubernetes. So you seem to be be hitting all the high points on the cutting edge So you're running this on your existing open stack cloud So I assume you're running that in virtual machines. Is that the approach? Yeah So having open stock powered infrastructure it makes the most sense of most sense for us and giving us the fastest path to production just deploying Kubernetes clusters using Puppet on Open stack on large VMs and It's kind of like having one stop shop for all our use cases by metal instances and containers looking forward we do plan to adopt more technologies like a CoroS or atomic okay, and even open the questions of VMs versus physical okay, and the physical we're going to go with ironic Okay, another another lead for the ironic team here. So so what's next? Okay, so two major moves for us one of them is going full-scale obviously with Kubernetes to production Already have some some services in production and in the next three quarters we're going to go full-scale and the other one is leveraging the opportunity the component is presents to us and Explore the option of using public clouds enabling our organization for hybrid approach Okay, so these this new set of tools kind of helps create some compatibility options that open up more public cloud choices Exactly very cool. Well, thank you very much Kobe. Thank you very much