Shipping code without human verification

The New Stack · 2 months ago · 21

AI coding agents are writing code faster than human code reviewers can verify it, forcing engineering teams to decide what percentage of commits can ship to production without human review. Teams should implement automated verification harnesses—similar to how continuous integration automated deployment—starting with as little as one percent of commits and gradually increasing the threshold as confidence grows. This shift requires new roles like automated verification engineers who focus on building robust testing and verification systems rather than reviewing individual changes, fundamentally transforming software development from individual craftwork to factory-based delivery.