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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

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Xiao Zhang

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Book Open access Oct 2026

Fuzz4DB: A Practice of LLM-Agent-Guided Fuzzing for Database Feature-Level Delta Testing

Modern database management systems (DBMSs) evolve rapidly via frequent feature commits, yet validating each code delta within a 24-hour Continuous Integration (CI) budget remains an industrial challenge. Traditional manual regression testing is labor-intensive, while existing automated tools fall short: generation-base...

Chun-Ling Qin, Yong Hu, Xiao Zhang et al. · 0 citations

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