Autonomous systems are now capable of reading and repairing software with such proficiency that traditional human code inspection is no longer necessary for quality assurance. This shift suggests that keeping humans in the loop for code review is an inefficient bottleneck that fails to provide meaningful improvements over AI-driven development pipelines.