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

DevSecOps patterns on GitLab and GitHub

DevSecOps succeeds when security findings appear where developers already work—in pull requests and pipeline logs—not in separate portals checked once a quarter. PT CPI implements toolchain integrations so policy violations are visible early, exceptions are auditable, and releases keep moving.

We combine GitLab or GitHub with Snyk for SAST, SCA, and container scanning, then connect results to GCP deployment targets: Cloud Build, Artifact Registry, and GKE admission controls. Policy-as-code expresses what must fail a build versus what requires human approval.

For FinTech and institutional clients, traceability matters: which commit introduced a dependency, which scan flagged it, and who approved deployment. PT CPI helps you produce that evidence as a by-product of normal delivery.

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