Automating detection gap analysis with GitLab Duo Agent Platform

GitLab addresses the challenge of detection gaps in incident response by using the GitLab Duo Agent Platform to automate gap analysis, thus improving the efficiency and consistency of their security operations. The platform allows security teams to use pre-built AI agents or create custom agents tailored to their specific environment and standards. The Security Analyst Agent provides immediate value by reviewing closed incident issues and identifying potential detection gaps, while the custom-built Detection Engineering Assistant offers more specific and actionable insights by integrating detailed system prompts that reflect the team's unique detection philosophy and technical context. This approach not only streamlines the initial analysis but also enhances incident documentation standards, acting as a force multiplier for skilled detection engineers without replacing their expertise.

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