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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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Linus Sander

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Jul 2026

Scaling LLM-Driven Multi-Agent Systems: Design Principles and Architectural Scalability Analysis

This paper distill four design principles for scalable MAS architectures from a structured analysis of prior work: simplicity, elastic feedback, sequential workflows with optional loops, and summary-based communication, and evaluates four configurations of increasing complexity on a standardized benchmark of terminal-based system engineering tasks.

Linus Sander, Feng Pan, Vahid Zolfaghari et al. · 0 citations

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