---
name: implementing-devsecops-security-scanning
description: >
  Integrate security scanning into CI/CD pipelines using tools like Semgrep,
  Trivy, and Gitleaks. Covers SAST, SCA, container scanning, and secret
  detection with structured JSON output for pipeline gates.
domain: cybersecurity
subdomain: application-security
tags: [devsecops, sast, sca, container-security, ci-cd]
version: "1.0"
author: mahipal
license: Apache-2.0
---

# Implementing DevSecOps Security Scanning

Automate SAST, SCA, container image, and secret scanning in CI/CD
pipelines with fail/pass gates based on severity thresholds.