The Speed Trap: When AI Code Generation Misses the Point

The article challenges the assumption that AI's ability to rapidly generate code represents genuine progress for software teams. The real measure of success isn't time-to-prototype but time-to-safe-merge—accounting for review, testing, compliance, and maintenance. This distinction is crucial as organizations adopt AI tools, since measuring only code generation speed while ignoring production responsibility creates technical debt that future teams must manage.