The Autonomous Vehicle Safety Test Framework is an open-source tool designed to enhance the safety of self-driving cars through rigorous testing methodologies. It features AI-driven scenario generation that simulates real-world conditions such as foggy environments (30%) and critical situations (40%). The framework also includes automated validation against MISRA C:2012 and CERT C standards, ensuring code quality and security. Additionally, it utilizes Playwright API for testing GPS spoofing and replay attacks, providing a comprehensive suite of tools to assess the robustness of autonomous vehicle systems. Each test run is logged with an audit trail for compliance purposes.