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AI Security

Breaking Change Awareness: Griffin AI vs Mythos

An auto-fix that closes a vulnerability and breaks the build is not a fix. Breaking-change awareness separates auto-PRs that ship from auto-PRs that get reverted.

Mar 19, 20266 min read
Product

How Safeguard Auto-Fix Actually Works Under the Hood

A technical breakdown of Safeguard's automated vulnerability remediation engine, from dependency resolution to pull request generation and compatibility verification.

Jun 5, 20257 min read
Product

Safeguard Auto-Fix: Automated Vulnerability Remediation That Respects Your Codebase

Auto-Fix generates pull requests that update vulnerable dependencies with compatibility checks, test validation, and rollback safety. Remediation at the speed of disclosure.

Jul 15, 20246 min read

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