LLMs fail at architectural reasoning for networked systems, but Kepler uses structured constraints and SMT-based optimization to synthesize feasible designs with explanations.
SIMON: A Simple and Scalable Method for Sensing, Inference and Measurement in Data Center Networks
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Assistants, Not Architects: The Role of LLMs in Networked Systems Design
LLMs fail at architectural reasoning for networked systems, but Kepler uses structured constraints and SMT-based optimization to synthesize feasible designs with explanations.