Zen-AI-Pentest is an AI-driven penetration testing framework designed for security professionals and bug bounty hunters. It utilizes real security tools like Nmap, SQLMap, and Metasploit, ensuring genuine testing rather than simulations. The framework includes features such as isolated virtual machine execution, a high-performance REST API built with FastAPI, and a PostgreSQL database for persistent data storage. Users receive real-time scan updates via WebSocket and can generate comprehensive reports in both PDF and HTML formats. The architecture consists of several components: a user interface that includes a command-line interface (CLI) and web UI, an orchestrator for managing agents, and various AI modules for reconnaissance, vulnerability assessment, and exploitation. The system operates with a multi-agent setup, allowing different agents to collaborate on tasks. Safety controls are a priority, with features like private IP blocking and timeout management to ensure secure and efficient scans. Installation is straightforward, utilizing Docker for full-stack deployment. Users can clone the repository, configure their environment, and quickly get the service running. The CLI provides interactive modes for different tasks, while the API allows for programmatic access to all functionalities. Detailed documentation is available for installation and usage, making it accessible for users to integrate it into their workflows. The framework also supports CI/CD integration with GitHub Actions, GitLab CI, and Jenkins, enhancing its utility for enterprise environments.