Test-Driven AI Agent Definition (TDAD): Compiling Tool-Using Agents from Behavioral Specifications

Researchers introduce Test-Driven AI Agent Definition (TDAD), a methodology that compiles AI agent prompts from behavioral specifications using automated testing. The approach addresses production deployment challenges by ensuring measurable behavioral compliance and preventing silent regressions in tool-using LLM agents.