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.
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.
Line by line — what each use case does for your specific role.
AI-native and traditional, in the rhythm of your week.
The Customer Personas where this role gets the most from Safeguard.