adversarially or in parallel. And then uh one really cool thing that you can do with Open Pros that I just added recently is kind of goes back to my very first slide, right? So, like one day I get this amazing result, the next day they trade away all my all my uh crypto currency, which is very small, thankfully. Um, but like, how do we get these things to be more reliable? And how do we get them, you know, we we have like a golden session and we have a great day. And now we want to capture that and use it over and over again. So, I built a system where you can take a golden session for Cloud Code, Codex Pi, whatever you want. And it's a Prose program that will actually have the agent deconstruct that session and turn it into a reusable Prose workflow, um, that again can involve this idea of recursive coding agents, um, to get you to a reliable, uh, way of getting to that golden state of performance over and over and over again.