The Best Approach to Dependency Vulnerability Scanning in CI Pipelines

The article recommends a two-stage CI model for dependency vulnerabilities.

Fail builds on critical or high-severity issues, while reporting medium or low findings for later remediation.

It suggests tool pairings such as pip-audit plus Safety for Python, and npm audit plus Snyk for TypeScript/React.

The main point is to improve security without slowing delivery by blocking only the most severe risks.