Karpathy: Prompting is fading away, the future belongs to Graph Engineering

leslysandra · x · 2026-08-18

Andrej Karpathy posits that 'Prompting is fading away,' outlining an evolution path from LLMs to Prompts, then Agents, and finally Graphs. He explains that the graph is the layer that survives and shares a one-hour lecture plus a full Graph Engineering guide on how to scale from one prompt to a system running 100 agents.

Related event: Karpathy's Stanford Lecture: AI Engineering Is Building Systems Around Models(3 posts)→

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