FreeEvolve: Learning to Evolve Beyond Fixed Loops.

arXiv:2610.09197v2 Announce Type: replace Abstract: Agent evolvers automate the design of the prompts, skills and workflows around language model agents, yet the optimization process they follow is still designed by hand: a fixed search loop decides how candid