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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Xunhui Zhang

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Conference Jul 2026

Context-RCA: A Context-Controlled Multi-Agent Framework for Root Cause Analysis in Microservice Systems

Root cause analysis (RCA) in microservice systems is challenging because observable symptoms often propagate along service dependencies and become separated from the actual underlying cause. Recent large language model (LLM)-based agent frameworks have shown promise for automating RCA, but existing methods still suffer...

Jun-Chi Kang, Xunhui Zhang, Yuanzhao Zhai et al. · 0 citations
Conference Jul 2026

Understanding Engineering Challenges in AI Agent Frameworks for Software Development: An Empirical Study of GitHub Issues

AI agent systems increasingly support software engineering by extending large language models with capabilities such as planning, tool use, and coordinated execution, yet empirical evidence on the engineering challenges of building and maintaining such frameworks remains limited. To fill this gap, we conduct a large-sc...

Chen Liu, Xunhui Zhang, Tao Wang · 0 citations

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