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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

Peyman Yazdanian

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Book Open access Jul 2026

Complexity-Ranked Iterative Refactoring from Microservices to LLM-based Multi-Agent Systems

A systematic refactoring methodology that prioritizes service migration based on quantified complexity criteria and incorporates a Human-in-the-loop mechanism that resolves decision-making gaps when agent outputs violate predefined QA invariants.

Peyman Yazdanian, Yan Liu, Li Zheng · 0 citations

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