During January 2025, Fraesh93 enhanced the VirtualPinballSpreadsheet/vps-db repository by delivering a database schema update and targeted data maintenance to improve queue integrity. They addressed a critical issue where queue processing could fail if tableFiles were missing, implementing robust validation and database logic to prevent such failures. Fraesh93 also corrected inconsistencies in puplookup.csv, ensuring accurate data across multiple pinball tables and enabling smoother queue operations. Their work demonstrated practical skills in data cleaning, database management, and version-controlled updates using CSV. The depth of these changes contributed to improved reliability, reduced downtime, and more accurate analytics for the project’s workflow.