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Sungsoo Kim's Blog

AI Agents + LLM Reasoning

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25 October 2025


AI Agents + LLM Reasoning: Transforming Autonomous Workflows

Abstract

LLMs reason, but AI agents act. What sets them apart? Martin Keen and Suj Perepa explore how AI agents use LLM reasoning, tool calling, and React prompting to enable autonomous decision-making. Discover how they transform complex workflows and redefine business processes.