FlashEvolve: Accelerating Agent Self-Evolution with Asynchronous Stage Orchestration

Zhengding Hu, Mingge Lu, Zhen Wang +8

LLM-based evolution has emerged as a promising way to improve agents by refining non-parametric artifacts, but its wall-clock cost remains a major bottleneck. We identify that this…