AINeutralarXiv – CS AI · 6d ago6/10
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SetupX: Can LLM Agents Learn from Past Failures in Functionality-Correct Code Repository Setup?
SetupX, a new LLM-based framework, significantly improves automated repository environment setup by learning from past failures through experiential learning. The system achieves a 92% pass rate and outperforms existing baselines by 19%, addressing critical challenges in dependency management and multi-step configuration across complex, interconnected services.