In March 2025, Sebastian Bennert developed AAQ Resource Support in Default Resource Conditions for the RedHatQE/openshift-virtualization-tests repository. Using Kubernetes and Python, he integrated Assisted Anomaly Query (AAQ) resources into the existing resource lifecycle, ensuring these resources are recognized and managed alongside others for consistent monitoring and management. His approach involved targeted changes to resource condition handling, which improved resource observability and reliability in test environments. By covering the integration with comprehensive tests and review-ready code, Sebastian enhanced the project’s CI readiness. The work demonstrated focused engineering depth, addressing a specific need for improved anomaly detection and resource management.