A security tool you actually want in your PR.
Findings only on the lines you touched. Drafted fix PRs you can merge without reading three CVE descriptions. IDE feedback that's correct. No security retro-blame.
What your week looks like today.
Your PR is blocked by a Critical CVE in a transitive dep you didn't add and can't reach.
AppSec asks you to suppress 14 vulns by hand. You don't know how. They escalate.
Snyk pings you in Slack about a finding that's 4 years old in a file you've never opened.
Copilot is great until prod credentials end up in the prompt. Now Legal has questions.
Container scan blocks deploy because of a CVE in a base image you didn't pick.
Audit asks for an SBOM. You don't know what cyclonedx means and nobody will tell you.
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.
- Safeguard Code (local agent)Runs alongside Cursor / Claude Code with safe defaults.
- Griffin AIDecides what's real. Skips noise.
- Auto-FixDrafts the upgrade, runs tests, opens the PR.
- GuardrailsInline at the agent layer, invisible when you're not at risk.
- MCP ServerCapability-scoped so agents can't exfil your secrets.
- IDE ExtensionVS Code, JetBrains, Cursor — live findings.
- CLI ToolSame engine on your laptop as in CI.
- Secret DetectionPre-commit hook catches keys before they leave your machine.
- SCALives in your PR, only on touched code paths.
- Chrome ExtensionQuick reachability check for any open source package.
Where this Persona fits.
The Customer Personas where this role gets the most from Safeguard.