January 2026
Intermediate
404 pages
7h 22m
Korean
Content preview from AI 에이전트 엔지니어링
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305
10
장
운영 환경 모니터링
historical = np.array([50, 30, 20])
current = np.array([20, 50, 30])
psi_value = psi(historical, current)
if psi_value > 0.25:
print(f"Major drift: PSI = {psi_value}")
elif psi_value > 0.1:
print(f"Minor drift: PSI = {psi_value}")
정확도의 급감 (예: 롤링
24
시간 동안
5
~
10
% 이상 ), 작업 포기율 증가(
>
15
%), 재시도 급증
(세션 기준
>
20
%)도 입력 드리프트나 개념 드리프트의 잠재적 지표입니다. 임베딩 기반 기
법으로 현재와 과거 질의 벡터 간 코사인 유사도를 계산해 베이스라인과 비교할 수 있으며 평
균 유사도가
0
.
8
미만이면 검토를 트리거하도록 설정할 수 있습니다. 이러한 파이프라인은
Evidently
AI
같은 라이브러리를 활용해 그라파나에서 자동 알림으로 구현할 수 있습니다.
복원력 있는 시스템을 구축하려면 이러한 변화에도 대응해야 합니다. 일시적 변화는 임계값 조
정이나 파싱 로직 업데이트로 흡수하고 지속적 변화는 워크플로 재학습이나 새
API
에의 적응
이 필요합니다. 통계 지표의 심각도에 따라 우선순위를 정하세요. 예를 들어 ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.