AI generates 75 percent of all new code at Google. Human developers now primarily review and refine these machine-authored contributions rather than writing from scratch. This shift accelerates internal development cycles. It proves that large-scale enterprise software engineering is moving toward a human-in-the-loop oversight model rather than manual authorship.