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School of Information Science and Technology, Hangzhou Normal University, Hangzhou, China
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A multi-agent system that decomposes code generation into planning, coding, and debugging achieves near-perfect pass@1 scores on HumanEval, suggesting a promising path toward reliable automated programming.