NextBigWhat experiences that Andrew Karpathy contrasted vibe coding and agentic engineering, framing vibe coding as a strategy to “increase the ground” by making software program improvement extra accessible with AI help. The protection summarizes Karpathy’s description of Software program 3.0 as a shift from express code to utilizing giant language fashions as programmable computer systems, the place prompting and context exchange low-level directions. NextBigWhat additionally highlights Karpathy’s level that AI fashions carry out greatest in verifiable domains, which produces a “jagged” competence profile throughout duties. The piece frames agentic engineering as the following section, the place autonomous brokers carry out advanced workflows however require new architectures and verification approaches to protect software program high quality. NextBigWhat quotes Karpathy: “I’ve by no means felt extra behind as a programmer.”