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모델을 바꿨더니 더 좋아진 것 "같다"는 주장은 과학이 아니다. 2025년 LLM 제품의 실패 원인 1위는 "측정 안 함". Eval harness 설계, LLM-as-judge 함정과 보정, Trace·Span·Metric 3층 관측성, 프로덕션 피드백 루프, Phoenix·LangSmith·LangFuse·Helicone 비교까지. 평가를 제품 개발의 근간으로 세우는 법.
Llm-judge
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