Yep.

Okay.

So I'll be honest.

With these sessions, they're short, and they're on a very fast-moving topic, agentic development.

Uh, so I'm a product guy at heart.

I wanna make sure you find value out of this.

So for some of you, maybe this is just gonna validate what you've already learned along your journey of building out agentic solutions.

So you are, you know, like, uh, the world is changing very fast, and to keep up, I believe you need the right tools like Bedrock to get there, right? Uh, I'll, uh, give it back to Tom to, you know, kind of, uh, focus on the other, uh, evolutionary aspects you have seen after implementation with Bedrock.