Jake Cooper

speaker

1,106 appearances 1 recordings 1 series first heard May 2026 last heard 20 May

Jake Cooper’s voice in public audio — every appearance, attributed to the second.

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Recordings per month over the last 12 months — 1 in all, peaking in May 2026 with 1.

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Latent Space: The AI Engineer Podcast · Railway: The Agent-Native Cloud — Jake Cooper · 20 May 2026 podcast

Because ultimately...

that's how close you have to be or you just have a massive amount of drift where, oh, I've changed this thing and then it just kind of gets out of sort.

Right.

The system gets a lot more unstable.

And I think that's like what you see with a lot of these kind of almost

massive systems that these companies built on top of like Docker for local and then like Cube for production and like this specific thing for whatever, right?

It's like all of that complexity ends up getting to a point where it slows down the developers, yes, but it just gets to a point where it's so unstable at scale that it becomes hard for people to go and iterate and make those changes, right?

And so we want to compress a lot of that stuff way down and just say like as...

As close to prod as you could possibly be, that's where we want to be.

Oh, yeah.

I mean, I've kind of... Have you come around on it?

Yeah.

Well, I flipped.

I'm actually still not a believer on the AISRE because I believe that you need the primitives to make those things safe.

And if you just unleash an AISRE on your production infrastructure and you don't have safe primitives for copying volumes, making sure that this is fine, it's going to nuke your production database.

It's not a matter of if, it's a matter of when it's going to nuke that database, right?

Yeah.

I'm a big believer in making those loops safe in general.

I think I was a pretty deep, almost

I don't want to say AI skeptic until like 2023.

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