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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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Chukwuemeka Christiantus Ndubuisi

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Review Open access Sep 2026

LLM-Based Autonomous Agents: A Systematic Review and Critical Synthesis of Architectural Paradigms, Memory Models, Planning Strategies, And Operational Limitations

Large Language Models (LLMs) have enabled the emergence of autonomous AI agents capable of reasoning, planning, tool use, and iterative decision-making. Despite rapid development, the field remains architecturally fragmented, with limited conceptual clarity regarding memory integration, planning mechanisms, and oper...

Chukwuemeka Christiantus Ndubuisi · 0 citations

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