ADAS introduces automated design of agentic systems, a new research area focused on auto-generating powerful agent architectures. The core contribution is Meta Agent Search, where a meta-level agent iteratively writes code to construct novel agent designs based on prior discoveries. This approach treats agent development as a programmable search problem, enabling the system to invent new agent components and compositions without manual engineering.