Worked on enhancing the publications metadata within the openml-labs/website repository by adding a GitHub repository URL to the malibo_bayesian_optimization publication entry. This update, implemented through careful documentation practices and precise YAML editing, established a direct link between the research artifact and its corresponding codebase. By improving traceability and reproducibility, the change supports easier validation and onboarding for researchers and collaborators. The work was delivered with a clear, auditable commit history and minimal risk to existing data. The focus on documentation and structured data management demonstrates attention to detail and a methodical approach to maintaining research infrastructure using YAML.