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Andrej Karpathy: "The future is not writing code. The future is writing the loops that write the code. The leverage point has moved one floor up." This is the shift that defines the next era of coding and quant building. 1 hour of pure insight on agentic AI coding... show more
38,070 Aufrufe • vor 3 Monaten •via X (Twitter)
15 Kommentare

ai would be a decade back, if no andrej was there .

best comment - Andrej is living legend of ai era

absolutely

The future is not writing code. The future is writing the loops that write the code.

True buddy, you got it

True, the article u have made is insane roan!

i hope you might have started to build the self-improving hedge fund, ruuj glad to add value

coding's done, manual prompting is on its way out, loops - that's what matters now and that's what's gonna be valuable

“writing loops” sounds profound until the loop has no oracle. agents don’t magically become engineers because you wrapped them in a while statement. stop conditions, tests, evals, rollback. that’s the leverage.

这层楼上去以后,调循环比写函数更磨人了

Karpathy actually did join Anthropic's pretraining team back in May, so this isn't even the wild claim it sounds like, it's already real

The abstraction shift is real but most teams still can't debug the loops reliably, so they end up shipping more fragile automation with less visibility into why it fails. What does your debugging workflow actually look like when the loop itself is the product?

So the uses shifts from the coding bottleneck to the energy one.

Absolutely! It's an exciting shift that opens up so many possibilities. Can't wait to see what comes next in this coding evolution!

Loop engineering is the real architectural story of 2026. The true leverage isn't in writing code—it's in designing robust evaluation systems that direct autonomous agents. Build a bulletproof verifier, and the generator can run forever. #AgenticWorkflows #VibeCoding #DevOps
