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Ryan Lopopolo: belief

7 Apr 2026 Latent Space Extreme Harness Engineering for Token Billionaires: 1M LOC, 1B toks/day, 0% human code, 0% human review — Ryan Lopopolo, OpenAI Frontier & Symphony

“The structure of the repository is like 500 NPM packages. It’s like architecture to the excess for what you would consider, I think normal for a seven person team.”

— Ryan Lopopolo

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Everything needed to verify it.

Speaker
Ryan Lopopolo
Attribution
Verified speaker
Claim type
belief
Recorded
7 Apr 2026
Publisher
Latent Space

Transcript context

…Sorry, I don’t get the 10,000 thing. Did I miss that? The structure of the repository is like 500 NPM packages. It’s like architecture to the excess for what you would consider, I think normal for a seven person team. But if every person is actually like 10 to 50. Then the like numbers on being super, super deep into decomposition and sharding and like proper interface boundaries make a lot more sense. Yeah. To me, that’s why I talked about Microfund ends and I, an anex is from that world, but Cool. It is just coming back to, to, to this I dunno if you have other, thoughts on. Orchestrating so much work coin going through this. Is this enough? Is this like any aha moments?…

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