DevSecOps CI/CD pipeline with Snyk, GitLab, and GitHub on Google Cloud

DevSecOps patterns on GitLab and GitHub

Your security team runs Snyk scans on a weekly schedule. The results land in a dashboard that three people check—and by the time someone looks, the critical vulnerability has been in production for six days. Your last penetration test found issues that existed in code for four months because the development team never saw the report.

DevSecOps is not about adding more security tools. It is about making security findings appear where your engineers already work, at the moment they are most likely to act. When a developer opens a merge request on GitLab or GitHub, the scan results should be right there in the pull request, blocking merge or flagging for review—not in a separate portal they will visit next quarter.

What good looks like

PT CPI configures Snyk SAST, SCA, and container scanning as gates in your GitLab CI or GitHub Actions pipelines. A policy-as-code layer—version-controlled alongside your application code—determines what fails the build versus what requires human approval. The result is not just faster remediation cycles; it is an auditable chain from commit to GKE admission that satisfies institutional counterparties.

For FinTech and banking clients in Indonesia, this is the difference between producing compliance evidence as a by-product of normal delivery versus scrambling to reconstruct pipeline logs when OJK or a counterparty requests proof. PT CPI has implemented this pattern for clients where the question “which commit introduced this dependency, who approved it, and what runtime control enforced the policy?” can be answered in under a minute.

The cost of fixing later

Every vulnerability that reaches production costs 10–50x more to remediate than one caught in a pull request. Every audit finding about missing pipeline evidence delays institutional onboarding by weeks. PT CPI’s DevSecOps engagements typically show results in the first sprint: security findings visible in real PRs, policies that differentiate between build-fail and human-approval, and a pipeline that produces traceability without slowing down releases.

Next steps: DevSecOps services · DevSecOps guides · Contact PT CPI

Topics

DevSecOps regulated industry ASEAN Snyk partner Indonesia GitLab CI GKE admission control pipeline compliance evidence

Frequently asked questions

How does DevSecOps work for regulated FinTech companies in Indonesia?
PT CPI configures Snyk scanning in GitLab CI or GitHub Actions so SAST, SCA, and container vulnerabilities appear in pull requests and pipeline logs—not separate portals visited quarterly. Policy-as-code rules define what fails a build versus what routes to human approval, and every deployment produces an auditable chain from commit to GKE or Cloud Run admission.
What makes this different from a standard CI/CD setup?
Standard CI/CD pipelines deploy fast but rarely produce compliance-grade evidence. PT CPI builds traceability as a by-product of normal delivery: which commit introduced a dependency, which scan flagged it, who approved the override, and which runtime control enforced the policy. Institutional clients and auditors can verify without interrupting engineering velocity.