Jacob Anderson developed a chart generation optimization for the buster-so/buster repository, focusing on horizontal bar charts. He improved performance and accuracy by reusing precomputed metrics, reducing redundant calculations, and clarifying axis configuration to prevent misalignment. His approach included validating existing metrics before generating new ones, which helped avoid metric drift and ensured reliable chart rendering across deployments. Working primarily with TypeScript, Jacob applied his skills in backend development and data visualization to enhance both the efficiency and maintainability of the charting system. The work demonstrated thoughtful engineering depth, addressing both computational efficiency and user experience in a production environment.