And so, uh, t-talk, talk to me about your views on that, and, uh, let's dig in a little bit.

So AI is, to me, it's one of the greatest unlocks that technology has ever brought forward, both for personal and for professional use.

When you go talk about some of the emerging tech that we've seen in the last couple of decades, you just called them out, right? Mobile was a thing that a lot of people were like, "Don't know when, don't nobody wanna ever use this on a mobile phone." And now everybody does everything on a mobile phone, right? There were people who were like, "I don't even know what a cloud is, let alone am I gonna put my business in this thing called a cloud." Where we have seen those emerging techs land is they become things that we have built our lives upon, right? You have a mobile phone right now that likely is storing half if not everything that's on it in a cloud somewhere.

And twenty years ago, fifteen years ago, ten years ago, people were like, "I don't wanna touch that." We're in a time right now where another emerging technology, AI, has come to the forefront, and it is faster than anything we've ever seen.

It evolves i-in days, not months or years like other tech.

And the way that it's evolving is unlocking potential for anybody that's willing to put any kind of attention to it.

When it comes to engineering, I look at, I look at what we do within engineering as a series of technical things that one of, one of which happens to be coding.

Um, how, how are you thinking about that in the age of AI? What lives on? What doesn't make sense anymore? What do we need, or what, what are you, what have you guys started to adopt to kinda, uh, stay with the times?