you can get really creative. So, deployment monitoring. So, this is a big one, you know, any change inside of your environment is an opportunity for something to go wrong. Um and so, you know, having an agent that's able to watch as all these change events come in just to do a sanity check of is everything stable is incredibly incredibly important. And, you know, a lot of people have decent CICD system. I mean, this is like tried and true stuff that we've had as an industry for quite a while. But, we we noticed a couple gaps, you know, from in most of our customers. You know, typically the checks that it does are good. They're good baselines, but it's not exhaustive based on the type of changes that are going in etc. There's certain signals you'd want to watch or not want to watch. And so, every rollout is a bit unique. Often times you have change systems that you're not piping through a CICD system like a feature flag or maybe some infra changes that might happen which maybe don't get any monitoring at all. And you're sort of just trusting that an alert might fire and an on-caller will wake up and say, "Who changed what?" right? Deployment monitoring is is actually a really big use case that we suggest people sort of go through and I'll show some examples of that in a second.