Developed an enhanced file export capability for the SpecterOps/BloodHound repository, introducing automated timestamps and versioning to exported files. This feature enables creation-time labeling and versioned exports, improving traceability, audit readiness, and data lineage for compliance and investigation purposes. The solution was implemented using Go, YAML, and Shell, leveraging CI/CD and containerization best practices to ensure a reliable and maintainable export workflow. By integrating config-driven workflows, the developer prioritized quality and maintainability, resulting in a robust export pipeline that reduces investigation and debugging time while supporting organizational requirements for data tracking and regulatory compliance across the export process.