Clip / Entertainment

The ceiling is far above 10x

From Andrej Karpathy on Vibe Coding & Agentic Engineering (AI Ascent 2026) · ≈16:56

“there is a very high ceiling on agent engineer uh capability”

“it does seem to me like people who are very good at this um peak a lot more than 10x”

What’s in it

Why top agent engineers may exceed the classic 10x multiplier
One engineer's take on the high ceiling of AI-agent coding skill
A framing for how agent capability magnifies individual productivity

Clip transcript

extrapolating. And what I'm seeing I think is there is a very high ceiling on agent engineer uh capability. And you know, people used to talk about the 10x engineer previously. I think that this is uh magnified a lot more. Uh 10x is uh is not uh the speed up you gain. Um and I think uh it does seem to me like people who are very good at this um peak a lot more than 10x uh from from my perspective right now. I really like that framing. Um