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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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Khaled Hamdan

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Open access Sep 2026

MARSAD: Multi-Agent Requirements System for Anomaly Detection in Software Engineering

The results demonstrate the feasibility of automated requirements anomaly detection and correction, while highlighting both the benefits of specialized multi-agent architectures and the challenges in achieving high precision across diverse anomaly types.

Khaled Hamdan, Mohammed Mediani, Abdelhadi Hireche · 0 citations

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