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feat: complete wikification of War Commander batch 1&2 and final grey dot cleanup

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yesung
2026-04-27 18:58:22 +09:00
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10_Wiki/Topics/AI/Model-Deployment-Patterns.md
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---
id: MLOPS-DEPLOY-001
category: "[[10_Wiki/💡 Topics/AI]]"
category: "10_Wiki/💡 Topics/AI"
confidence_score: 1.0
tags: [mlops, model-deployment, cicd, canary-deployment, blue-green, system-design]
last_reinforced: 2026-04-26
---
# [[Model Deployment Patterns (모델 배포 패턴)]]
# Model Deployment Patterns (모델 배포 패턴)
## 📌 한 줄 통찰 (The Karpathy Summary)
> "모델의 교체가 서비스의 중단이 아닌 '자연스러운 진화'가 되도록, 안전하고 탄력적인 배포 관문을 설계하라" — 머신러닝 모델을 프로덕션 환경에 적용할 때 리스크를 최소화하고 안정적인 전환을 보장하기 위한 아키텍처 패턴.
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## 🔗 지식 연결 (Graph)
- [[Microservices-Architecture]], [[Load-Balancing-Strategies]], [[Model-Drift-and-Monitoring]], [[High-Availability-Systems]]
- **Raw Source:** [[10_Wiki/Topics/AI/Model-Deployment-Patterns.md]]
- **Raw Source:** 10_Wiki/Topics/AI/Model-Deployment-Patterns.md