Intelligent Vulnerability Triage Analyze GHAS alerts across repositories
Identify dependency vs base image root causes
Detect repeated vulnerability patterns
Prioritize remediation based on severity and exposure
Safe Upgrade Recommendations AI helped evaluate:
Compatible dependency versions
Breaking change risks
Runtime impact across services
Required code adjustments after upgrades
This significantly reduced trial-and-error upgrades.