Open source instruments like Trivy, Snyk Container, and Grype have easy CLI interfaces and container-based deployment for easy pipeline integration. Tools like kube-bench and kubeaudit can run as Kubernetes jobs, integrating seamlessly with infrastructure as code practices. Firms like Snowflake, Anduril, Appian, and HP recognize that traditional scanning and patching…