April 2026
Intermediate
592 pages
13h 28m
Korean
Content preview from 에이전트 시대의 AI 시스템 설계
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387
6
장
신뢰성 개선
6.4.2
해법
“컴퓨터 과학의 모든 문제는 또 다른 간접층
level
of
indirection
으로 해결할 수 있다”라는 말을
들어보았을 것이다. 이 문구를 흔히 소프트웨어 공학의 기본 정리
fundamental
theorem
of
software
engineering
(
https
://
oreil
.
ly
/
dUg2c
)
라고 부르는데, 이 명칭의 유래는 조금 복잡하다. 이 문
구는 원래 컴퓨터 과학 교수 데이비드
J
. 휠러
David
J
.
Wheeler
(
https
://
oreil
.
ly
/
8A5IM
)가 말
한 것인데, 그것을 컴퓨터 과학의 선구자 버틀러 램슨
Butler
Lampson
이 인용했고, 그 인용구에 프
로그래머 앤드루 쾨니히
Andrew
Koenig
가 ‘소프트웨어 공학의 기본 정리’라는 이름을 붙였다.
이 정리가 생성형
AI
애플리케이션에도 적용된다. 모든 문제는 아니더라도, 주어진
LLM
버전
에 맞게 프롬프트를 최적화해야 한다는 문제만큼은 추가적인 간접층이 도움이 된다.
지금 문제에서 추가적인 간접층은
LLM
호출 파이프라인을 받아 여러 변형 프롬프트를 주입해
서 자동으로 최적화해 주는 프레임워크에 해당한다. 이런 식으로 프롬프트를 최적화하려면 네
가지 요소가 필요하다 (그림
6
-
7
).
단계별 파이프라인
애플리케이션의 핵심 단계들로 구성된 파이프라인이 있어야 한다. 이 파이프라인은 입력이 들어오면 적절한 기
초 모델(및 도구)을 호출하고 그 결과를 출력한다. 프롬프트 최적화 프레임워크는 각 단계에 적절한 프롬프트를
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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.
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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.