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

Yeah.

What do agents want differently than humans?

I think they want the ability to version things.

So it's not actually that different.

There's just...

almost like slight deviations in terms of how it kind of materializes, right?

So agents want a way to be able to go in and test changes incrementally, right?

Like we have feature flags as like engineers or whatever, right?

Like, is there any reason why they can't just use feature flags, right?

I don't think so.

Like, I think there's ways that you can just go in and do that, right?

They want version control.

Is there ways we can use Git or not Git?

I think that one is like realistically completely up in the air, right?

And I do think that's something...

ultimately outside Git will emerge in terms of how we're going to go into version a lot of these things over time.

They need observability.

You need to be able to go in and essentially query what happened, at what point in time, which steps failed, traces, logs, metrics, all of those other things.

They need network compute and storage.

They need the ability to write files, save files, iterate on files, snapshots, file system, all of those other things, right?

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