Worked on the sigp/lighthouse repository to standardize attribute handling in Rust by migrating from derivative to educe attributes. This code refactoring initiative addressed issue #7001 through a mechanical replacement process, reducing the risk of human error and ensuring consistent attribute syntax throughout the codebase. The approach improved long-term maintainability and enhanced compatibility with downstream crates, supporting future software maintenance efforts. Collaborated closely with other contributors to ensure thorough review and quality assurance. The work leveraged expertise in Rust and code refactoring, resulting in cleaner, more maintainable code and streamlined attribute usage across the project without introducing new bugs.