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

And so, if I wanted to hand you a CLI and I said, hey, guess what?

The CLI has...

40 arguments and 600 flags.

You'd be like, wow, that's crazy.

Like, I'm never going to use all those things in general, right?

But if you hand it to an agent and you say, hey, there's 40 arguments and 600 flags, he's going to be like, oh, yeah, this is excellent.

You know, like, I have so many handles that I can go in and kind of, like, work on with this, right?

And so I think, incidentally, if you're going to go in and try and expose things for agents over that mechanism, you want to just basically have as many handles as possible where they can get information directly

query additional dynamic information and then see how it can close that loop as quickly as possible.

Most of the problems right now are actually just how do you close loop as quickly as possible?

Where does the agent get stuck and how can you go and remove that?

That's why incidentally telemetry is very, very important because if you can tell where the agent gets stuck,

From the CLI and you say, hey, listen, like 12% of people are actually getting deviated from the happy path because of this thing.

And now I go and add this arg and that drives it down to 2%.

You've massively increased the rate of the loop closing for a lot of people in general, right?

So that's kind of the way that we think about not just the CLI, but every point in the dashboard, right?

Like it is a user journey from...

I hear about Railway.

I go and get something deployed.

I get my first green build, whatever, aha moment.

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