LemonHarness Technical Report
Researchers have introduced LemonHarness, a framework designed to help autonomous AI agents track state changes across multi-step tasks. By providing a persistent representation of workspace modifications, the tool aims to improve reliability when agents perform long-running operations that evolve beyond simple input-output exchanges.
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- AarXiv CS.AI↗Kailong Ren, Fubo Sun, Jiachen Liu, Liu Yang, Zimo Yin, Jiaying Li, Congli Yin, Ming He, Yu Huo, Jiawei Liu, Zeping Chen, Yubin Huangfu, Ronghua Li, Yixuan Wu, Xing Su, Yanzhi Xu, Likang Wu, Hongke Zhao, Lei Zhang, Xiaohui Geng, Jianping FanJun 24