It is 2026, and many software engineers around the world are realizing that coding agents are capable of generating high-quality outputs. Yet adopting these tools involves trade-offs. Teams vary in how much effort they invest up front in specifying design/requirements versus afterwards in reviewing and testing the AI’s output.

Developing...