During December 2024, Ally Power focused on improving data integrity within the matteocrippa/ProxmoxVE repository by addressing a critical typo in the Part-DB JSON reference. By correcting “Cerds-Filename” to “Cards-Filename” in part-db.json, Ally ensured that data references remained accurate, reducing the risk of downstream misreferences and potential data pipeline issues. This work involved careful JSON data management and precise validation of data references, all while maintaining backward compatibility and avoiding functional changes. Ally demonstrated attention to detail and diligence in version control, contributing to the reliability of ProxmoxVE’s data handling processes through targeted, quality-driven engineering work.