Smooth Ocean is an AI-powered developer support system built on Google's Agent Development Kit (ADK) specifically designed to help debug Django and MySQL applications. It processes various inputs including error pages, screenshots, HTML, or free-form descriptions of issues. The system employs a multi-agent pipeline to systematically understand and trace application logic and data flow by mapping functions, sub-functions, and database models, aiming to provide comprehensive debugging assistance.