Prompt Design Beats Model Choice: The Real AI Engineering Advantage

AI's true value in engineering comes not from model capability but from prompt engineering and workflow optimization. The biggest efficiency gains emerge from refactoring legacy code and integrating AI into existing development tools, revealing that successful AI adoption is fundamentally a workflow design challenge. This reshapes AI's role from potential replacement to a powerful multiplier for senior engineer expertise.