Engineers are becoming "compute allocators" rather than code writers. When Claude can run for eight hours on a single task, you're really deciding how to spend $500 of compute. The critical skill is no longer writing code; it's deciding what's worth building, defining the boundaries of what you need to know, and staying in sync with the agent throughout the process.