The article introduces the RELAI SDK, a platform designed for developing reliable AI agents. It focuses on the key functionalities of agent simulation, evaluation, and optimization, enabling developers to iterate quickly and effectively. The SDK supports integration with existing frameworks and provides tools for enhancing agent performance through a structured approach.