AI generates 75 percent of all new code at Google. Human developers now primarily act as reviewers rather than authors. This shift drastically alters the internal software engineering lifecycle. It proves that LLMs can handle the bulk of enterprise-scale production coding, provided human oversight remains in the loop for final validation.