Ecdysis: Efficient and Effective Training of Runtime Harnesses for LLM Agents
This work proposes Ecdysis, which aggregates failure evidence across task instances before promoting recurring failure patterns into persistent harness evolution, biasing evolution toward repairs that are more likely to generalize beyond individual model behaviors.
Rui-Qing Yue, Yu Cui, Zhuo-Yu Sun et al.
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