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Dev.to
Dev.to
6/23/2026
How We Built an AI Security Agent That Analyzes Vulnerabilities 100x Faster Using GitLab Duo and Orbit

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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