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

Assume 80% of those, they're probably actually good.

They're going to make sense, et cetera, right?

But then the last 20%, that long tail of complex issues in general,

Ultimately, rolling those changes out, if you just kind of let somebody say like, oh, cool, this looks good and just like stamps it, there's an opportunity for you to have an issue or an incident or anything else like that.

And I think that's why it's really, really important to have those kind of like forked environments in general and people have staging, et cetera.

it always ends up deviating from prod, right?

And so you need the primitives and the workflows and the experience built in our mind as a first-party thing on the platform so that you can fork any point at any service at any point in time so that you can almost like...

you know, I think I consider the canvas almost as like a little like sheet of transparency paper.

And the agent is kind of like this little guy that you push up and it's like, it should be able to like pop up in the canvas and it should be like, oh, cool.

Like, well, I need to copy that service.

I need to copy that service so I can test these two things, right?

That's my hypothesis as like an agent or whatever.

Okay, cool.

I can go in and do that.

Looks good for all this stuff.

Ideally, I get a read-only copy of production.

Anything that's PII, et cetera, is kind of like marked as like a transform when we automatically clone that database or go for a copy on write version of it or read from it.

And it just makes those changes.

It says, does this actually work, right?

Like as close to production as possible, right?

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