Software engineers' new job isn't writing code — it's designing the boundaries AI agents can't break

AI agents like Cursor and Claude Code can now generate complete implementations, write tests, and refactor code, turning natural-language specifications into functional pipelines. Consequently, engineers’ role shifts from hand-coding to defining strict boundaries, contracts, and deterministic feedback that prevent agents from accumulating “operational entropy” and drifting away from correct outcomes.