Yeah, I mean, there's an interesting sort of set of ideas to work through, which is like, do I want this system to learn on all the code that's written inside of my company or the code I think is best? Or from all the engineers who have contributed or the 10 that I think like, you know, because like garbage and garbage out, right? I mean, it's going to learn, you know, the good things and the bad quirks as well. So it's kind of an interesting idea of like, right, when you wanted to get to know your system, do you also want it to optimize maybe on top of that or, you know, give you feedback? Those are the exact kind

of questions and challenges we got from our customers. And so one of the ways we did this is we said, well, you can point code whisper at your repo and it'll just learn from or multiple repos and learn from all those good or bad, whatever is in there, it's going to learn from whether that's a GitHub repo or a Git library, or a bit like whatever, it's going to go look at that code, learn or you can curate that code and say, no, I'm going to go find the best practice code. I'm going to find the good implementation. I'm going to go get this stuff. I'm going to go put that in a secure S3 bucket. And then I'm going to go and go and go to the code whisper at that and it's going to learn from that. So it's a really great point to say, hey, not every line of code we've written is great. So we really need to maybe curate that a

little bit. Can you go in and like delete all the code we don't need? Like let's talk tech debt here, like go in and take out, you know, all the craft and like, let's make things a little more readable and a little faster, right? A little less memory intensive. So that'll come someday. Oh, yeah. There's a ton of places we want to go with things like supporting refactoring or application transformation or some of these different things

that are these really arduous jobs that developers have to take on that aren't fun. They're not glamorous, they're not glorious, but they're necessary. And the more we can speed those up better.

I mean, you're talking to a guy who used to write SEO content for a living. So you know, if the AI robots want to do that, be

my guest. Fantastic.

Awesome. All right. It is that time of the show, everybody. Let's shout out a stack overflow question. Everyone who came on and helped spread a little knowledge, Man, donation to a be wants to know I couldn't find the start button under code whisper and the artist tool kit. But luckily, somebody came on solve the issue for them. They're using an intelligent here. So you just got to update to the latest version. And the startup button will appear turn it on turn off again, it usually works for me. Yeah,

definitely. Make sure whenever you're doing this, make sure you have the latest ID and the latest toolkit as always. It's also

the best practice always the best practice. All right, everybody. I'm Jeffrey Popper, I'm the director of content here at stack overflow. You can always find me on Twitter or call it X at the mpauper. You can email us questions or suggestions for the show, podcast at Stack Overflow. And if you like the conversation, leave us a rating and review.

I'm Doug seven and the general manager for Amazon code whisper. And the best place to go check out is our code whisper website on AWS.amazon.com slash code whisper. Sweet.

We'll put it in the show notes. Thanks for listening and we will talk to you soon.