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Why LLM Agents Fail at Complex Backend Architecture
LLM 에이전트의 한계: 복잡한 백엔드 아키텍처 구현에서 성능 급락
Why it matters
This study identifies 'constraint decay,' a phenomenon where LLM agents significantly lose performance as structural requirements like architectural patterns and ORM increase. It underscores that functional correctness alone isn't enough for production-grade software, revealing a major hurdle for AI in handling convention-heavy frameworks.
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Constraint DecayLLM AgentsBackend GenerationORMSoftware Architecture