Andrej Karpathy introduced his smart home AI Agent use case called "Dobby the elf claw" in a podcast, which achieves unified control of multiple devices through three prompts, replacing multiple standalone apps. He believes the future will see Agents replacing human operations, with smart homes achieving more efficient management.