PMD

PMD enhances code review workflows by automatically flagging problematic code sections before human review. The tool highlights both duplicate code and inefficient patterns, allowing reviewers to focus on higher-level architecture concerns. Customizable rule sets ensure alignment with team coding standards. By catching common issues automatically, PMD reduces review time and helps teams maintain consistent code quality across all contributions while educating developers about best practices.