One platform. One PR check. One policy.
Drop-in CI integration, policy-as-code that lives next to your repo, and one signal across SCA, IaC, DAST, containers, secrets, and AI agents — without piping five tools into the same dashboard yourself.
What your week looks like today.
The recurring friction this role absorbs before any of it becomes someone's roadmap item.
You maintain glue code piping Snyk, Trivy, Checkov, tfsec, Gitleaks, and Veracode into one Slack channel.
Each scanner ships its own GitHub Action with its own auth and its own rate limit.
Dev experience tickets are 60% about scanner noise, false fails, and merge-blocking criticals nobody triaged.
Compliance asks for an SBOM per release; you wire it in by hand, per repo.
Cursor and Copilot are everywhere; nobody owns capability scopes or audit logs.
The 'centralized policy' is a Confluence page and three Slack threads.
Benefits, by use case.
Line by line — what each use case does for your specific role.
| Use case | Benefit to you | Metric |
|---|---|---|
| CI/CD integration | One action across GitHub, GitLab, Azure DevOps, Bitbucket. Fail-fast on policy. | 1 action |
| Policy-as-code | Rego/CEL policies in-repo, evaluated identically in CI, deploy, runtime. | 1 engine |
| SBOM per release | Continuous CycloneDX + SPDX, no per-repo wiring. | Auto |
| Container hardening | Pre-built zero-CVE distroless images with SLSA L3+ provenance. | 0-CVE |
| Secret detection | Pre-commit + CI + repo-history, one config. | 1 config |
| AI agent governance | MCP server registry feeds straight into your existing IAM / SSO. | SSO |
| Drift detection | IaC drift surfaces in the same PR check engineers already use. | Same PR |
| Self-hosted / air-gapped | Same product, sovereign deployment when prod needs it. | Air-gap |
What you'll actually use.
AI-native and traditional, in the rhythm of your week.
- Griffin AISingle reasoning layer. No glue scripts.
- Auto-FixDrafts PRs that match your existing review gates.
- MCP ServerCapability-scoped agents that respect your IAM roles.
- GuardrailsInline policy enforcement at the agent layer.
- SafeguardThe underlying platform — runs in your VPC or air-gapped.
- Scanner SuiteOne CLI, one Action, one dashboard.
- IaC SecurityTerraform/Pulumi/CFN/K8s/Helm in one engine.
- Secure ContainersDistroless base images and signed provenance, drop-in.
- Secret DetectionPre-commit + CI + history scans with shared config.
- CLI ToolSame engine in CI as on your laptop.
Where this Persona fits.
The Customer Personas where this role gets the most from Safeguard.
Show me the GitHub Action.
Bring the work already on your plate — we will walk it through the platform as Platform Eng, not as a demo tenant.
The people on the other side of this problem
DevSecOps Engineer
Puts the gates in the pipeline and keeps them from blocking everyone.
View roleSRE / Reliability
Owns uptime, and everything a security fix might break.
View roleCloud Security Engineer
Owns the posture of everything running in the account.
View roleDeveloper
Writes the code the findings are about.
View roleThe work behind the outcomes above
Self-healing security runs on Safeguard.
Your first fix PR is minutes away.
No sales call required, even your agent can complete the purchase over MCP.