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To add vulnerability scanning into GitHub Actions, you can integrate tools like CodeQL, Trivy, Dependabot, or Snyk directly into your workflow YAML file. Start by creating a security.yml pipeline and configure steps to scan code, dependencies, and container images. GitHub’s native CodeQL workflow is the easiest—just enable it from the Security tab, and it automatically runs on every push or pull request. For containerized apps, add Trivy to scan images before deployment. This shift-left approach strengthens CI/CD security. If you're upskilling, exploring azure devops training online helps you understand broader DevSecOps automation practices.
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Posted : 25/11/2025 6:04 am