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feedback-driven adaptation 1interactive agents 1large language models 1procedural memory 1task automation 1

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cs.MA2026

Living-Harness Is an Interactive-Agent Evolver

Yuetian Du, Yucheng Wang, He Xu +9

The paper introduces Living-Harness, a self‑evolving harness for large language model agents that updates procedural knowledge from episode feedback, enabling the agent to avoid re…