LLMs achieve competitive precision and recall versus MARS on several of 16 microservice anti-patterns when evidence is local or semantically rich, but underperform on structural and cross-service cases.
Mlcq: Industry-relevant code smell data set,
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Are LLMs Ready for Anti-Pattern Detection in Microservice Architectures?
LLMs achieve competitive precision and recall versus MARS on several of 16 microservice anti-patterns when evidence is local or semantically rich, but underperform on structural and cross-service cases.