python and the really high level languages. This has just always happened and like I see what we're doing as somewhere on this continuum. Um and so for me the way that I coded a year ago was I wrote code with some kind of autocomplete in IDE. In November I uninstalled my ID because I wasn't using it. [laughter] I I just like I I was just you know for I I was like in the last month I just haven't opened it so I'll just uninstall it. Wow. At that point I was running you know maybe five 10 quads in parallel and my coding was prompting quad to to write code. Now it's actually leveled up I think again to the next abstraction where I don't prompt quad anymore. I have loops that are running. They're the ones that are prompting Claude and kind of figuring out what to do. My job is to write loops. And this is this kind of next transition that I think we're going to see in the next few months. you know, maybe through the rest of the year. Wow. Um, hypothetical me, obviously, not actual me, uh, is an engineer who wants to join