DevSecOps from Developer’s Laptop to Production

说明与用途

在整个开发流程中嵌入安全检查可加速发布并提升代码质量。

问题

Integrating security checks throughout the software lifecycle can be complex and often feels like a final gate before production, hindering continuous delivery.

结果

Embedding security checks throughout the pipeline reduces bottlenecks, improves code quality, and ensures compliance without delaying production releases.

工作流

• Run IDE-level linters and static analysis (CodeQL, Semgrep)
• Perform secret scanning (Gitleaks) during PR checks
• Execute SAST, SCA, and secret scanning in CI
• Build container images and scan with Trivy/Grype, generate SBOMs
• Validate IaC with Kyverno and cloud security checks
• Run DAST and penetration tests (ZAP, Nuclei) before staging
• Apply runtime security controls (Falco) in production
• Monitor and respond to incidents post-deployment

证据

I’ve also included practical examples of tools such as CodeQL, Semgrep, Snyk, Trivy, Grype, Gitleaks, ZAP, Nuclei, Kyverno, Falco and others, along with where they fit in the pipeline.

来源

The idea is simple: security shouldn’t be a final gate before production. It should travel with the software throughout its journey.

来源