paper_type.json (380B)
1 { 2 "paper_type": "empirical", 3 "reason": "The paper runs systematic experiments with LLM agents on microservice specifications, reports quantitative performance metrics (83-94% unit test pass rates), and evaluates different approaches (fine-grained vs service-level code generation, reflection strategies) across models, making experimental findings the primary contribution." 4 }