> ## Documentation Index
> Fetch the complete documentation index at: https://docs.qualifire.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Introduction

> Welcome to Rogue - The AI Agent Evaluator & Red Team Platform

# Rogue - The AI Agent Evaluator & Red Team Platform

Rogue is a powerful tool designed to evaluate the performance, compliance, security, and reliability of AI agents. It combines dynamic policy evaluation with comprehensive **red teaming** capabilities to test your agents against 87+ vulnerability types using 30+ attack techniques.

<div className="flex justify-center">
  <img src="https://mintcdn.com/qualifire/s1ttgBbly59Ufm1O/images/flow.png?fit=max&auto=format&n=s1ttgBbly59Ufm1O&q=85&s=c054aa8f855971c9bef4b87712cffc49" alt="Rogue Flow" width="2880" height="1284" data-path="images/flow.png" />

  <a class="github-button" href="https://github.com/qualifire-dev/rogue" data-color-scheme="no-preference: light; light: light; dark: dark;" data-icon="octicon-star" data-size="large" aria-label="Star qualifire-dev/rogue on GitHub">
    Star
  </a>
</div>

## Architecture

Rogue operates on a **client-server architecture**:

* **Rogue Server**: Contains the core evaluation logic including the Red Team Orchestrator
* **Client Interfaces**: Multiple interfaces that connect to the server:
  * **TUI (Terminal UI)**: Modern terminal interface built with Go and Bubble Tea
  * **Web UI**: Gradio-based web interface
  * **CLI**: Command-line interface for automated evaluation and CI/CD

This architecture allows for flexible deployment and usage patterns, where the server can run independently and multiple clients can connect to it simultaneously.

## Key Features

### Policy Evaluation

* **🔄 Dynamic Scenario Generation**: Automatically creates a comprehensive test suite from your high-level business context.
* **👀 Live Evaluation Monitoring**: Watch the interaction between the Evaluator and your agent in a real-time chat interface.
* **📊 Comprehensive Reporting**: Generates a detailed summary of the evaluation, including pass/fail rates, key findings, and recommendations.

### Red Teaming & Security Testing

* **🛡️ 87+ Vulnerability Types**: Test against comprehensive vulnerability categories including prompt injection, PII exposure, content safety, bias, and more.
* **⚔️ 30+ Attack Techniques**: Single-turn, multi-turn, and agentic attacks including Base64 encoding, roleplay, social engineering, and advanced jailbreaking.
* **📋 Compliance Framework Mapping**: Automatically map findings to OWASP LLM Top 10, MITRE ATLAS, NIST AI RMF, EU AI Act, GDPR, and more.
* **📈 CVSS-Based Risk Scoring**: Industry-standard risk scoring with severity levels, exploitability metrics, and remediation recommendations.

### Platform Capabilities

* **🤖 Broad Model Support**: Compatible with a wide range of models from providers like OpenAI, Google (Gemini), and Anthropic.
* **🎯 Multiple Interfaces**: Choose from TUI, Web UI, or CLI interfaces depending on your workflow needs.
* **🚀 Easy Installation**: Get started quickly with `uvx rogue-ai` - no complex setup required.
* **🔌 Multi-Protocol Support**: Works with A2A (Agent-to-Agent) and MCP (Model Context Protocol) agents.

<img src="https://storage.googleapis.com/qualifire-docs-assets/1080.gif" />