CityBehavEx is a scalable, empirically validated, LLM-assisted urban behavior simulation platform. It generates synthetic city-scale mobility trajectories and lets users inspect, replay, debug, and evaluate them against observed mobility, time-use, semantic, transport, and social-network patterns.