In November 2025, Inès Zaid focused on maintaining data accuracy and content quality for the tudelft3d/website repository. She addressed a data integrity issue by correcting a typographical error in the staff.yml file, ensuring accurate author attribution in the staff directory. Using her skills in data management and documentation, Inès applied careful validation to reinforce brand integrity and reduce user confusion. The update was implemented in YAML, with clear git practices and descriptive commit messaging to support traceability. Her work contributed to consistent naming conventions and reliable search functionality, reflecting a methodical approach to maintaining high-quality project documentation.