Key Takeaways Harbor environments often run separate scanners, such as Trivy at build time and Qualys at runtime, leading to repeated full-image rescans across hundreds of thousands of images and increasing compute usage, scan time, and operational costs. Integrating QScanner with Harbor eliminates redundant rescanning by using SBOM-based continuous assessment, removing the need to repeatedly pull and reprocess container images. This shift significantly reduces infrastructure load on regi