Rogue provides two evaluation modes for AI agents: automatic evaluation that verifies compliance with business policies and expected behaviors, and red teaming that simulates adversarial attacks using 75+ vulnerability categories and 8 compliance frameworks. The platform features a client-server architecture with a terminal interface and CLI for CI/CD integration, offering detailed pass/fail reports and CVSS-based risk scoring.