Absolutely.

And just to kind of build on the single model dependency we talked about, I also see that a lot of people are locking themselves into Codex or Cloud Code or something like that.

And, you know, it is...

I think when you're operating a business, you're very vulnerable.

So one thing is the models, but it's also kind of the platforms to make sure that your workflows would work just as good with Codex or some other large language models.

A lot of people we've been talking to, Andrew, are kind of building their own software and are plugging the models into it instead of working kind of in cloud code all day, et cetera.

And I think that that's a very smart way of thinking about how to operate a business that makes you less vulnerable when things like this happens.

Yeah,