Paul Dix

It's crazy what I think is possible and what, I mean, I, I have a, I pretty, I've, I've a lot of faith that actually like, there's still gonna be a couple of improvements this year.

I, even if they just make tool use a little bit better, maybe a little bit longer context, all this stuff is gonna keep stacking up.

Um, it just gets better and better.

So I think all of the above happens just on different timelines.

Okay.

Right.

So I think right now people like forward thinking engineering organizations are already building a bunch of custom tooling to do this stuff.

And they're either, you know, building up a whole set of like tools and stuff like that.

That's designed for agentic use, or they're actually working with the APIs directly and they're creating their own custom agents,

to do things within their own infrastructure, to do things within their own code base and their own product delivery cycle.

There are also a bunch of startups who are trying to build these things.

The most obvious ones are like the code review startups and all that kind of stuff.

And then, or on, on the all, all the way opposite side of the spectrum, like pure, like vibe coded application builders, right?

Like lovable and replit and like all these things.

But yeah,

Ultimately, I think that the big model providers are going to just continue down the pathway of producing better models that are able to process a larger context.

Ideally, hopefully a larger context.

I feel like it's been a little while since we've gotten a good upgrade there.

But a bigger context, but they're also going to continue to build agentic tooling, right?

Just because it's so obvious that