January 2026
Intermediate
404 pages
7h 22m
Korean
Content preview from AI 에이전트 엔지니어링
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259
8
장
단일 에이전트에서 멀티 에이전트로
행 프로세스의 경우, 전체 예제의 확인 처리처럼 사용자 입력이나 일시 중지를 위한 시그널
Signal
기능을 추가할 수 있습니다.
아파치 에어플로는 데이터 파이프라인에 널리 쓰이지만, 방향성 비순환 그래프
Directed
Acyclic
Graph
(
DAG
)를 통해 에이전트 흐름을 조율하는 데도 사용할 수 있습니다. 강력한 도구지만, 배
치
batch
작업이나 일정 기반
time
-
triggered
워크플로에 가장 적합합니다.
Airflow
는
ETL
(추출, 변
환, 적재 ) 작업이나 머신러닝 모델 학습처럼 주기적이고 특정 도구에 종속되지 않는
tool
-
agnostic
오케스트레이션 분야의 필수 도구입니다. 성숙한 생태계와 시각화 도구의 이점을 누릴 수 있
는, 주기적이고 의존성이 복잡한 파이프라인에는
Airflow
를 선택하세요. 다만 실시간성이 중
요하거나 매우 동적인 에이전트 상호작용에는 적합하지 않습니다.
분산 환경으로 확장하기 전에 로컬에서 프로토타입을 만들고 오케스트레이션을 실행하길 선
호하는 개발자에게는 대거
Dagger
같은 도구가 특히 유용합니다. 컨테이너, 파운데이션 모델, 기
타 리소스를 사용하여 자동 캐싱과 타입 안전성을 갖춘 코드형 워크플로를 구성할 수 있습니
다. 이를 통해 로컬 개발,
CI
/
CD
파이프라인, 프로덕션 전반의 일관성을 보장하며 파운데이션
모델 기반 자동화 같은 에이전트식 통합도 지원합니다. 기술 스택에 따라 유연한 선택지가 됩
니다.
워크플로 엔진은 더 높은 추상화를
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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.
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.