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Adam Leventhal

๐Ÿ‘ค Speaker
2711 total appearances

Appearances Over Time

Podcast Appearances

Oxide and Friends
Engineering Rigor in the LLM Age

Like, I've got the brain that I engage when I'm writing my own software, and I struggle to engage that when I'm reviewing someone else's software.

Oxide and Friends
Engineering Rigor in the LLM Age

You know, I try to.

Oxide and Friends
Engineering Rigor in the LLM Age

And the best reviewers, I think, are able to review code as if they themselves are writing it.

Oxide and Friends
Engineering Rigor in the LLM Age

And I think, but to me, like, I really have to work on that.

Oxide and Friends
Engineering Rigor in the LLM Age

And I definitely know when I'm in the like, yeah, yeah, this probably works mode of my brain versus the like, no, no, wait a minute.

Oxide and Friends
Engineering Rigor in the LLM Age

Like this, like, I need to like, I'm in like doing my checklist before takeoff and I'm like, I'm going to die in this airplane if I don't get the flaps down correctly.

Oxide and Friends
Engineering Rigor in the LLM Age

So I'm like, and the thing that was super surprising to me is that when I was reviewing Claude's work, I was in that mode of like, I'm writing this myself.

Oxide and Friends
Engineering Rigor in the LLM Age

and like a heightened state of alert, really reviewing things closely, finding some subtle things in its script.

Oxide and Friends
Engineering Rigor in the LLM Age

Did you find the same when you were reviewing the code that it had written?

Oxide and Friends
Engineering Rigor in the LLM Age

Yeah, like, oh, by the way, like here, let me show you all the trivial stuff, the non-trivial stuff.

Oxide and Friends
Engineering Rigor in the LLM Age

I don't know.

Oxide and Friends
Engineering Rigor in the LLM Age

That's a lot of files.

Oxide and Friends
Engineering Rigor in the LLM Age

That's a lot of lines to render.

Oxide and Friends
Engineering Rigor in the LLM Age

Let's not review that.

Oxide and Friends
Engineering Rigor in the LLM Age

Too big.

Oxide and Friends
Engineering Rigor in the LLM Age

Why bother?

Oxide and Friends
Engineering Rigor in the LLM Age

Yeah, interesting.

Oxide and Friends
Engineering Rigor in the LLM Age

So in this first use case, I've got a lot of just tedium that needs to be done.

Oxide and Friends
Engineering Rigor in the LLM Age

And the other thing that I think is really interesting about this case is you're doing something that we do a lot, which is like, okay, I've got this problem.

Oxide and Friends
Engineering Rigor in the LLM Age

I kind of want to solve it in a way that's a little more generic where my colleagues can use it and so on.