Ben worked on a targeted maintenance update for the voxel51/fiftyone-plugins repository, focusing on updating the copyright year across multiple Python files to ensure ongoing compliance and accurate attribution. Using Python and code maintenance best practices, Ben implemented a single, auditable commit that streamlined the process and reduced the risk of inconsistencies in future audits. The work did not involve new feature development or bug fixes but prioritized codebase hygiene and licensing accuracy. By establishing a clean baseline for annual maintenance, Ben’s contribution minimized future rework and supported the repository’s long-term maintainability through careful, low-risk engineering practices.