Jake Cooper
Founder & CEO, Railway. On 1 show, 1 appearance. The Shows tab opens the full record on each.
founderexecutiveengineer@JustJake ↗LinkedIn ↗railway.com ↗
Before founding Railway in 2020, Jake Cooper worked as a software engineer at organizations including Wolfram Research, Bloomberg, and Uber. He is best known for creating Railway, a developer-centric cloud and platform-as-a-service tailored for modern applications and autonomous AI agents.
1shows
1appearances
24statements
1resolved
1supported
0contradicted
100%fully supported
Everything Jake Cooper said on any show that made the record, most notable first. Each card names its show and opens the statement there.
Cooper: Developers writing code by hand instead of reviewing AI are wrong
“If you're writing code by hand, you are doing this wrong, right? Like, they're code, the tools are good enough at this point, like, that you move extremely, extremely quickly, and like, yes, there are issues and pain points and all these other things but, You …”
Cooper: Natural language agents will dominate software development within ten years
“That will be kind of the dominant species over the next like 10 years is, is we've moved from assembly to C to C++ to JavaScript to now like words.”
Cooper: Three-month payback buying bare-metal versus renting cloud
“Our payback period when we go to metal if we rent it in the cloud, our payback period is about three months.”
Cooper: AI coding agents prefer complex CLIs with hundreds of flags
“Things that were prohibitively annoying to humans are not actually prohibitively annoying to agents. They're really, really nice, right? And so, if I wanted to hand you a CLI and I said, hey, guess what? The CLI has 40 arguments and. Right. 600 flags. You'd be…”
Cooper: The traditional push-pull-rebuild deployment loop will disappear
“Like push, pull, whatever kind of like loop, I just fundamentally believe it's going to go away, right? Like it's, we're going to get to a point where you make a small change in production that changes version across your entire kind of infrastructure. You're …”
Cooper: AI SREs without safe primitives will destroy production databases
“If you just unleash an AI SRE on your production infrastructure and you don't have like safe primitives for like copying volumes, making sure that this is fine, it's gonna nuke your production database. Like it's not a matter of if, it's a matter of when it's …”
Cooper: Agentic workloads will destroy traditional static AWS instances
“I think the era of, like, I have an AWS instance, and I'm going to, you know, get four vCPU and 16 gigs of RAM, It's going to get, like, completely destroyed, right? Because it's like, if you do that for agents or anything else like that, you now need a thousa…”
Cooper: Temporal requires holding full workflow states mentally, risking replay bugs
“Temporal was always like really, really, really great in theory. And it was really, really great when you got it working the way that you wanted to in production. It's just, it required you to like model that entire journey in your head. And if you didn't have…”
Cooper: Developers can treat servers as pets with instantaneous cloning
“I think you can move towards having pets so long as you have a, and this is gonna be a jump, so long as you have a cloning machine for your pets. If you can snapshot every single thing at every frame, then, like, It actually doesn't matter if, you know, that t…”
Cooper: Two is the worst number of co-founders due to deadlocks
“And this is why I was saying like two is the worst number of co-founders is because you have no tie break, right? You basically are like, well, I disagree on this thing and I disagree on this thing, right? I was like, well, how do you resolve that, right?”
Cooper: Current DevOps tooling stacks entropy on top of entropy
“Most of the tooling right now is kind of like stacked up, like you're stacking entropy on top of entropy on top of entropy, right? So you have like Docker and cube and then like Ansible scripts and all of these other things, right?”
Cooper: Railway is writing custom Linux kernel patches for agent infrastructure
“Like, you know, I was, Adding patches to the kernel this week. Right. Just to like get the experience there.”
Cooper: GitHub's original sin is that cloning creates broken pointers
“I think the, it's funny, because, like, I think GitHub's original sin is that it's like almost a series of broken pointers. It's like you have essentially this thing, and then you clone it, and then, okay, great, like, I've just lost That whole upstream, right…”
Cooper: Railway's cash and server value exceeds total venture capital raised
“Even now the amount of money that we've raised is less than the amount of money that we have in the bank, plus how, what the value of the servers are, because the servers have actually appreciated in value, because RAM has gone up in, in general, right?”
Cooper: Railway achieves roughly 70% margins on bare-metal infrastructure
“Because we've built out our metal data centers, like our margins on metal are like quite high for the like 70%.”
Cooper: A new version control system outside Git will ultimately emerge
“And I do think that something ultimately outside Git will emerge in terms of how we're going to go into version a lot of these things over time.”
Cooper: Agent infra requires 1000x scale rather than new primitives
“And so like the branching and forking stuff, like it's not different. Like we're just moving a thousand times quicker than we used to. And so some of these things like look like you really need like something massively, massively different, but it's just, you …”
Cooper: Slack and Discord are awful tools for team communication
“I think Slack, I think, and incidentally, I think Discord's awful too.”
Cooper: Companies will reserve massive token budgets for elite AI developers
“I think what you're going to end up with is actually, you're going to almost, like, end up with the, like, F-one driver concept. Which is if you have a, if you have somebody who's like really, really adept at these things it makes sense to go and put them into…”
Cooper: The vast majority of Railway workloads run on bare metal
“Oh, at some point we got to a hundred percent data center, like our own data centers. Yeah. It's, and it's right now it's the vast majority of the stuff that exists on, on our bare metal data centers.”
Cooper: Railway burned roughly $500k monthly during free tier era
“So like free tier era, losing, I think half a million dollars a month.”
Cooper: Rebuilt Railway's network overlay in one weekend for multi-cloud
“I spent a weekend rebuilding our entire, like, Network, like overlay essentially, so that we could straddle five different clouds.”
Cooper: Infrastructure canvases will become output review tools instead of inputs
“We have previously used it a lot as an input and its goal moving forward is actually a lot more like an output. What I mean by that is you would go to the canvas and you'd make some changes and all these other things, whatever. Right. And you see them and, you…”
One line per show, most statements first. The link opens Jake's full record on that show: the calibration, argument clarity, speaking style and every statement made there.
| Show | Role there | Eps | Statements | Record | |
|---|---|---|---|---|---|
 LATENT SPACELEDGER | Founder & CEO, Railway | 1 | 24 | 100% 1/1 | full record on Latent Space → |