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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

Qian Zhang

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2 papers indexed here

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#software testing Preprint Oct 2026

Are We Testing the Wrong Quantum Bugs? A Study of Fault Representation Gaps in Quantum Software Testing

This study audits four quantum mutation-testing tools and three curated bug benchmarks, and collects 410 verified bugs from ten quantum software repositories over two years to provide empirical evidence to guide fault models and benchmarks that capture these mechanisms and preserve the contexts needed to reproduce them...

Asif Mohammed Saad, A. Sabit, Jonah Brandenburgh et al. · 0 citations
Jul 2026

DOTA: Intelligent Debugging with Delta of Thoughts Agents

DoTA is presented, a novel debugging framework that enhances LLMs' debugging capabilities through multiagent collaboration and enhances code understanding through automated hierarchical documentation analysis, enabling more effective bug detection and localization based on comprehensive program context.

Rui Yang, Rajiv Gupta, Qian Zhang et al. · 0 citations

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