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운영 Neo4j(Aura)는 조회 한 번이 약 300ms 라 근거 패널 한 번이 약 20초 걸렸다(화물 6종 배). - 판정이 읽는 그래프 조회 9개는 기준 데이터라 메모리 사본(graph_snapshot, 10분마다 갱신)으로 바꿨다. 같은 답을 내는지 로컬 그래프 전 화학물질로 Cypher 와 대조한다(test_graph_snapshot). - 화물별 판정·같은 선박 비교를 화물마다 동시에 돌린다(DB 해석은 먼저 순서대로). - 혼재 서술 LLM 을 종합 문장 LLM 과 함께 기다린다(종합 문장은 규칙 결과만 본다). - 기동 시 사본을 미리 읽는다. 로컬 접안 선박 10척 옛/새 코드 연속 판정 — 등급·근거 동일. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
perf(safety): 혼재 판정 그래프를 메모리 사본으로, 화물별 판정·LLM 호출을 동시에
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