Yes, anyone can generate code, but real engineering remains about judgment and structure. AI amplifies throughput, but the bottleneck is still problem framing, abstraction choice, and trade-off reasoning. Capabilities without these foundations produce fragile, short-lived results. Only those who anchor their work in proper abstractions are actually engineering, no matter who’s writing the code.