“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 should be reviewing the code that you are writing instead of trying to go in and write it by hand.”
quote is from the automated transcript, cleaned for reading:
filler sounds and stutters are removed, nothing is rephrased. names can be misheard
(the analysis reads context, assessments check outside sources). how →
More from Jake Cooper
PredictionNot checkable as stated
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.”
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AssertionNot checkable as stated
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.”
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Insight
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“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…”
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PredictionNot checkable as stated
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 …”
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“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 …”
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PredictionNot checkable as stated
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…”
Jake CooperMay 20, 2026▶ 50:58The Agent-Native Cloud: 3M Users, 100K Signups/Wk, Data Centers, & Death PRs — Jake Cooper, Railway
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