“We have one team at the company they're called special projects engineers. And basically every person on that team is a former founder, like every single one.”
quote is from the automated transcript, cleaned for reading:
filler sounds and stutters are removed, nothing is rephrased. names can be misheard
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More from Russell Kaplan
AssertionNot checkable as stated
Kaplan: Cognition measured 6x to 12x productivity gains with Devin in 2024
“And, you know, relatively quickly by like late 20, 24, we were measuring You know, somewhere between a six to 12 x productivity gain for those types of projects. Meaning that, you know, one hour of human time spent managing Devin was worth like six to 12 hours…”
Russell KaplanMar 27, 2026▶ 24:15How AI Agents Are Creating 12X Productivity Gains · Joe Lonsdale
PredictionNot checkable as stated
Kaplan: Software will enter hyper-deflation and output will jump 1000x
“We're going to enter this like hyper deflationary cycle of software where it's so easy to build. It's so abundant. That doesn't mean that people are going to, you know, stop producing software. They're actually going to produce thousands of times more software…”
Russell KaplanMar 27, 2026▶ 22:21How AI Agents Are Creating 12X Productivity Gains · Joe Lonsdale
PredictionNot checkable as stated
Kaplan: AI will cause an explosion in small businesses
“One thing I'll go on the record on is I think there's going to be an explosion in small businesses. I think AI is actually like an extremely small business enabling technology in particular”
Russell KaplanMar 27, 2026▶ 47:15How AI Agents Are Creating 12X Productivity Gains · Joe Lonsdale
AssertionNot checkable as stated
Kaplan: Devin became top contributor to own codebase by Summer 2024
“It took us until Summer of 2024 for Devon to become the number one contributor to its own code base, like which was like the first real milestone.”
Russell KaplanMar 27, 2026▶ 9:55How AI Agents Are Creating 12X Productivity Gains · Joe Lonsdale
AssertionNot checkable as stated
Kaplan: Major regulated firm automatically resolves 70% of security alerts with Devin
“One of the largest regulated firms in the world, they do very thorough sort of security vulnerability scanning on their code... And they're remediating 70% of these automatically now in production with Devon.”
Russell KaplanMar 27, 2026▶ 25:24How AI Agents Are Creating 12X Productivity Gains · Joe Lonsdale
PredictionNot checkable as stated
Kaplan: English specifications will eventually replace code as the source of truth
“And eventually, you know, are we going to like have English as a source of truth and people are just going to be collaborating on specs? Yes.”
Russell KaplanMar 27, 2026▶ 41:56How AI Agents Are Creating 12X Productivity Gains · Joe Lonsdale
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