How Karpathy Envisions Software 3.0: Agents as the New Programming Paradigm

Karpathy argues that AI agents are reshaping software development by turning the LLM context window into a programmable layer, redefining the basic unit of work, and introducing a verifiability‑driven framework that separates domains where models excel from those where they still stumble.

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