Dev.to
6/23/2026

How We Built an AI Security Agent That Analyzes Vulnerabilities 100x Faster Using GitLab Duo and Orbit
Short summary
Security teams spend 4+ hours analyzing each vulnerability. A new AI agent using GitLab Duo and Orbit Knowledge Graph reduces this to 45 seconds by automating impact analysis, team assignment, and secure code generation. Supports 7+ languages, produces nuanced risk scores, and balances automation with required human review.
- •AI agent reduces vulnerability analysis from 4+ hours to 45 seconds (99.8% faster)
- •Automates impact analysis across services, dependency mapping, and team assignment
- •Balances speed with safety: auto-approval for LOW/MEDIUM, human review for HIGH/CRITICAL
Generated with AI, which can make mistakes.
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