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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

Nariman Mani

University of Arizona

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Conference Jul 2026

Multi-Agent Change Impact Analysis and Test Optimization for AI-Enabled Software Systems

AI-enabled service-oriented systems change through code, data, prompts, service contracts, retrieval indices, and deployment workflows, which makes regression impact difficult to localize with code-centric evidence only. Existing regression test selection methods provide strong code-, configuration-, and service-level...

Nariman Mani, Amr S. Abdelfattah, Shakthi Weerasinghe et al. · 0 citations

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