really great experience. I think as the model's gotten better, the harness kind of gets less important. And I I think like I think that we're thinking about right now is like how do we evolve the harness? So, like how do we make loops more of a first class thing? How do we make it easier to run a lot of agents? Uh you know, beside you know, like sub agents is one idea. There's a bunch more stuff that we're cooking. But I think in a year, the model will be much better aligned. And so, all the safety mechanisms that we have today around uh prompt injection and kind of static verification of commands and uh permission modes, human in the loop, all this kind of stuff is just going to be less important cuz the model will just do the right thing. Um So, yeah, that's that's my