Living-Harness is a self-evolving agent framework that updates procedural knowledge from failure patterns to improve LLM agent reliability, showing double-digit performance gains in interactive environmentsSource: arXiv cs.MAhttps://arxiv.org/abs/2607.26598#MachineLearning
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