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.
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.
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.
- AegisUnderlying architecture — runs in your VPC or sovereign.
- 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.