Architectural Patterns for Large Language Model–Driven Autonomous  Agents: A Systematic Framework for Scalable and Robust Agentic Systems

Bhaskara Reddy Udaru

Architectural Patterns for Large Language Model–Driven Autonomous Agents: A Systematic Framework for Scalable and Robust Agentic Systems

Authors

Bhaskara Reddy Udaru

Keywords:

Autonomous Agents, Large Language Models, Agentic AI Architecture, Multi-Agent Systems, Reasoning And Planning Patterns

Abstract

Large Language Models have become efficient reasoning systems that allow autonomous agents who canplan, make decisions, interact with tools, and adapt to the environment. Nevertheless, most deployments are often monolithic in nature and have tightly bound

References

Shunyu Yao et al., "ReAct: Synergizing Reasoning and Acting in Language Models," arXiv:2210.03629, 2023. [Online]. Available: https://arxiv.org/abs/2210.03629

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Published

2026-01-31

How to Cite

Bhaskara Reddy Udaru. (2026). Architectural Patterns for Large Language Model–Driven Autonomous Agents: A Systematic Framework for Scalable and Robust Agentic Systems. Journal of Computational Analysis and Applications (JoCAAA), 35(1), 1031–1042. Retrieved from https://www.eudoxuspress.com/index.php/pub/article/view/4837