Rain Paharia

What I ended up doing for, you know, some of the more like the fuzzier signals here was that I basically kind of, you know,

After it kind of did this work, I would like start a new context window.

I would feed the guide again.

And I would ask you to carefully review the, you know, the current PR for conformance with the guide, right?

And Claude's like, who the hell wrote this?

And so that ended up finding, you know, a bunch of degrees of freedom, which some of which I wanted and some of which I didn't.

But that was like that was a good experience.

I would just do that like two or three times.

And and then, you know, obviously I would go through and manually review and make sure that, you know, everything kind of aligned.

But again, like that felt like a very quick process because, you know, I was just I was just able to like, you know, maybe like spend five minutes doing the migration and then another five minutes reviewing it.

And that was it.

Right.

It's wild.

Someone in chat described it as like using English as a programming language.

And yeah, I mean, this is basically like, you know, using English as a...

programming language for programs that are just too hard to write in a deterministic computer language.

And that's what it felt like doing.

And I think it's actually kind of remarkable.

These are the kinds of things that you would absolutely have humans do before the advent of this stuff.

Or not do.