most citedAn Empirical Study of False Negatives and Positives of Static Code Analyzers From the Perspective of Historical Issues

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Intrinsic Memory Agents: Heterogeneous Multi-Agent LLM Systems through Structured Contextual Memory

Sizhe Yuen, Francisco Gomez Medina, Ting Su +2

Multi-agent systems built on Large Language Models (LLMs) show exceptional promise for complex collaborative problem-solving, yet they face fundamental challenges stemming from con…