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Loopcraft: Karpathy, Cherny and Steinberger Reframe Agent Work as 'Stacking Loops'
Latent Space's June 12 AINews issue distills a builder consensus that you should stop prompting coding agents and instead design loops that prompt them — Boris Cherny: 'I don't prompt Claude anymore. I write loops, the loops do the work,' and Andrej Karpathy on 'removing yourself as the bottleneck.' The piece frames competitive advantage as knowing when to descend into lower loops for reliability and ascend to higher ones as models improve. It's the clearest articulation yet of the orchestration-over-prompting shift, calling it 'The Salty Lesson for agents.'
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