Research topic

LLM-Assisted Systems Analysis Research

This topic groups work that uses large language models to query, summarize, reason over, or govern system evidence. The papers distinguish the trace or structured representation provided to the model, the reasoning task, evaluation data, and the limits of language-model assistance for technical diagnosis.

Related search terms: LLM systems analysis · large language models for tracing · LLM-assisted observability

5 papers in this topic, ordered newest first. The detailed paper records contain the evidence-grounded methods, tools, datasets, findings, and citation guidance.