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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

Shakthi Weerasinghe

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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
Conference Jul 2026

Automated Generation of Microservice Authorization Tests Using Large Language Models

Microservice architectures are inherently plagued by "authorization blindspots"–divergent security policies across independent services that create undetectable downstream security drifts. As systems evolve, these invisible vulnerabilities leave applications highly susceptible to privilege escalation and catastrophic d...

Md Arfan Uddin, Shakthi Weerasinghe, Connor Wojtak et al. · 0 citations

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