Automatic program repair techniques excel at fixing localized bugs, particularly those related to control flow, such as correcting if statements. While these methods can effectively patch small code segments, they struggle with more complex issues requiring broader changes. The algorithms generate suggestions based on specific patterns, leaving deeper reasoning for human developers.
