GitLab Duo with Amazon Q simplifies the Java application modernization process through AI-powered automation. Upgrading from Java 8 to Java 17, which typically takes weeks, is now streamlined into minutes with traceability and thorough review options. The process involves creating an issue, invoking a command to trigger transformation, and automatically generating necessary code changes while preserving application functionality.