The Alloy Framework is a modular PHP framework designed for easy use and understanding, built on a hierarchical MVC architecture. It emphasizes simplicity, minimal code complexity, and strong design principles while following coding standards. Key features include a kernel for central access, support for plugins, REST API generation, and a dynamic approach to controllers and responses.