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Musinsa (a Korean fashion e-commerce company) built an organization-wide AI code review system using Anthropic's Claude GitHub Action. Starting from individual experimentation, engineers collaboratively evolved it into standardized infrastructure through composite actions, centralized token management, and smart comment cleanup logic. The system preserves meaningful human discussions while removing bot noise, uses minimalist prompting to leverage modern LLM capabilities, and supports both stable versioning and continuous updates. The implementation demonstrates how incremental contributions from cross-functional teams (frontend, backend, ML) transformed a simple script into production-grade internal platform infrastructure.

무신사의 AI 코드 리뷰 프로세스 구축기

이 시대를 살아가는 모든 대한민국 개발자들이 이곳에 모일때까지.

Shout out to all my Korean devs out there!
Stay wicked, guys! 