Worked on the panther-labs/panther-analysis repository to enhance the accuracy and clarity of cloud security audit rules. Focused on a targeted bug fix, correcting a GCP audit rule title and description to reference the correct 'workload identity pool' concept instead of 'workforce pool.' This change improved alignment with Google Cloud IAM terminology, supporting more accurate compliance reporting and user understanding. Utilized Python and applied expertise in cloud security and rule development to ensure the patch maintained release readiness without introducing regressions. The work emphasized precise terminology and reliability, contributing to clearer documentation and more trustworthy audit results for end users.