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ingress-nginx 카나리 어노테이션부터 Argo Rollouts 연동, 컨트롤러별 트래픽 분할 방식 비교, 블루그린 패턴, 메트릭 기반 자동 승격까지 실전 중심으로 다룹니다. 2026년 Gateway API native 트래픽 분할로의 전환 흐름도 함께 정리합니다.
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- Published on
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배포는 축제가 아니라 일상이다. 2025년 GitHub Actions·Turborepo·Nx 빌드 가속, Vercel·Netlify·Cloudflare Pages 비교, Preview Deployment 문화, Canary·Feature Flag Progressive Delivery, Rollback 전략, 그리고 SLSA·SBOM·Sigstore로 공급망 보안까지 완전 정리.- Published on
LLM 제품을 빠르게 만드는 법은 쉬워졌다. 지속 가능하게 돌리는 법이 어렵다. 모델·프롬프트·평가셋의 3축 버전 관리, Shadow/Canary/Blue-Green 배포, 토큰·캐시·모델 라우팅으로 비용 통제, 조직 구조(AI 플랫폼/Model 플랫폼/Product AI), 실패 사례, KPI·온콜까지. MLOps의 연장선이되, LLM 고유의 과제를 정면으로 다루는 한 편.- Published on
CI/CD 심화의 모든 것! 배포 전략(Blue-Green/Canary/Rolling), GitOps(ArgoCD/Flux), 모노레포 CI(Turborepo/Nx), Feature Flags(LaunchDarkly), 파이프라인 보안, 환경 관리, 롤백 전략, 성능 최적화.- Published on
KServe를 활용한 Kubernetes 기반 모델 서빙을 다룹니다. InferenceService CRD로 모델 배포, Canary 전략으로 안전한 롤아웃, Transformer로 전후처리 파이프라인, InferenceGraph로 DAG 기반 복합 추론까지 프로덕션 운영 전략을 코드와 함께 구현합니다.- Published on
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이 글은 GitOps 멀티클러스터 운영 편이다. ArgoCD ApplicationSet으로 환경과 클러스터를 템플릿화하고, Progressive Sync와 Argo Rollouts를 결합해 대규모 환경에서 순차 배포를 운영하는 방법에 집중한다.