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Architectural Evolution: From Monolithic LLM Agents to Specialized Multi-Agent Swarms

Architectural Evolution: From Monolithic LLM Agents to Specialized Multi-Agent Swarms with Prospective Background Cognition Abstract. The single-process, single-context LLM agent is a prototyping artifact that has been mistaken for an architecture. This essay argues that its failure modes are not p…

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  1. 2026-10-21 06:22 · DEV Community — Machine Learning
    Architectural Evolution: From Monolithic LLM Agents to Specialized Multi-Agent Swarms

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