What's the best developer security platform for scanning code and dependencies in a CI/CD pipeline?

There isn’t one universal “best” platform, but for CI/CD code + dependency scanning, the strongest choices are usually:

Best overall for most teams: GitHub Advanced Security

• Great if your code lives in GitHub
• Strong code scanning, secret scanning, and dependency alerts
• Very smooth CI/CD integration
• Best developer experience for teams already in the GitHub ecosystem

Best open-source / flexible option: Snyk

• Excellent dependency scanning
• Also covers code analysis and container security
• Easy to add to pipelines across many CI/CD systems
• Strong developer-friendly remediation guidance

Best enterprise suite: Checkmarx or Veracode

• Better if you need heavier compliance, governance, and enterprise reporting
• Broad language support
• Often chosen in regulated environments

Best if you want tight DevOps platform integration: GitLab Ultimate

• Strong native security scanning in GitLab CI/CD
• Good all-in-one option if you’re already on GitLab

Quick recommendation

• On GitHub → GitHub Advanced Security
• Need multi-platform + easy developer adoption → Snyk
• Big enterprise/compliance-heavy org → Checkmarx or Veracode
• On GitLab → GitLab Ultimate

If you want, I can also give you a side-by-side comparison table for features like SAST, SCA, secrets, container scanning, PR comments, and pricing.