Corey Knowles

But what we're trying to get towards is a world where

more like a teammate, it's connected to your tools and it's like doing much more of that work, including the validation step afterwards.

And really excited about that.

So that's one side.

And then the other side is where you don't have to tell it every single thing to do, right?

Again, like, you know, imagine an intern first day and then eventually they get smarter and smarter and grow into an amazing senior engineer.

A large part of the difference is actually that you just stopped having to give like very specific instructions, right?

And they start telling you what they should do.

Oh, I mean, we're super early.

We're super early.

But, you know, it's... It feels like we're, like, at the time where there's a ton of this potential now.

You know, if you think about it, we...

We've been, like, you know, the research team has been cooking.

We've been shipping new models.

We shipped a new one to the API yesterday.

The new model is way smarter at coding, way more token efficient at coding.

We can share more details, but it's actually, I mean, I don't know when I should screen share, but I can show you a cool chart there.

Let's go.

Let's jump into it.

Yeah, let's dive in.