Developed enhanced compliance test mappings in the seapath/ansible repository, focusing on connecting ANSSI-BP28 recommendations to SEAPATH test identifiers. The work centered on creating a mapping layer across multiple CSV files, improving traceability and auditability within compliance testing workflows. By implementing these mappings in a single, reproducible commit, the developer streamlined compliance validation and reporting, reducing manual effort and minimizing the risk of human error. The approach leveraged skills in compliance testing and data management, utilizing CSV as the primary data format. No bug fixes were required, as the month’s efforts were dedicated to expanding feature coverage and tooling reliability.