Shift-left. Not shift-noise.
Policy-as-code in your repo. One PR check across SCA, IaC, DAST, containers, secrets, and AI agents. The same engine in CI, on the developer laptop, and at deploy gates.
What your week looks like today.
Each new scanner ships its own GitHub Action, its own auth, its own SARIF.
Your 'security gate' in CI is six conditional jobs that take 14 minutes.
Dev experience tickets are 60% about scanner noise and merge-blocking false positives.
Compliance asks for SBOM-per-release; you wire it per-repo on Fridays.
Cursor is everywhere. Capability scoping is 'we'll do that next quarter.'
Air-gapped BU needs the same controls; their tooling is a separate program.
Benefits, by use case.
Line by line — what each use case does for your specific role.
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 merge gates.
- MCP ServerCapability-scoped agents that respect your IAM roles.
- GuardrailsInline policy enforcement at the agent layer.
- Safeguard Code (local agent)Same engine on the developer's laptop.
- Scanner SuiteOne CLI / Action / dashboard.
- IaC SecurityTerraform/Pulumi/CFN/K8s/Helm in one engine.
- CLI ToolSame engine in CI as on your laptop.
- Secure ContainersZero-CVE distroless base images, signed.
- Secret DetectionPre-commit + CI + history scans.
Where this Persona fits.
The Customer Personas where this role gets the most from Safeguard.