Automatic program repair involves creating patches for code that fails tests, effectively fixing bugs without manual intervention. Unlike traditional debugging, which focuses on identifying and correcting mistakes, program repair automates the process, allowing developers to streamline their workflow. This innovative approach can significantly enhance productivity and reduce the time spent on troubleshooting.