Build automated security scanning pipelines with Grype, OSV, and Trivy—integrate vulnerability detection into CI/CD workflows with actionable reporting.

Prioritize vulnerabilities with EPSS and CISA KEV catalog—move beyond CVSS scores to risk-based patch management using exploitation probability metrics.

Test IoT security with OWASP IoTGoat—practice firmware extraction, API exploitation, and hardware hacking in secure lab environments.

Build enterprise vulnerability management with open source—deploy scanning, remediation tracking, and compliance using Nessus and OpenVAS.

Automate vulnerability detection in your homelab using Python and the National Vulnerability Database API. Track CVEs, scan dependencies, and integrate with monitoring systems.