FlyRoute: Self-Evolving Agent Profiling via Data Flywheel for Adaptive Task Routing

Rongjun Li, Ziyu Zhou, Yihang Wu

Enterprise routers assign queries to expert agents, yet deployed profiles stay static while agents evolve (prompts, tools, models), and developers rarely keep descriptions or exemp…