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security-automation

Orbit Tracer Security Agent for intelligent security remediation.

Traces vulnerability blast radius using Orbit's knowledge graph, scores risk, identifies code owners, and orchestrates secure code generation—reducing analysis from 4+ hours to minutes.

Automates vulnerability analysis, risk assessment, and secure code generation with human-in-the-loop approval. Works with any project structure, 7+ languages.

An AI-powered Security Agent built for the GitLab Duo Agent Challenge. Security Guardian automates vulnerability detection and provides suggested fixes directly in the SDLC.

This project serves as a comprehensive reference implementation for enterprise DevSecOps practices, demonstrating how security, automation, and observability integrate seamlessly in modern cloud applications.