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배포 전략을 도구 목록이 아니라 가역성이라는 하나의 축으로 다시 정렬합니다. 아직 되돌릴 수 있는 변경과 이미 되돌릴 수 없는 지점을 지난 변경을 구분하는 체크리스트, 카나리가 통계적으로 의미를 갖기 위한 조건, 그리고 배포 전략을 가장 자주 무너뜨리는 스키마 변경과 데이터 마이그레이션을 중심에 놓고 설명합니다.
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- Published on
기술 부채를 설득하기 전 단계, 즉 어디에 있는지 찾아내고 숫자를 붙이는 방법을 다룹니다. Fowler의 사분면으로 은유의 원래 뜻을 정리하고, 부채가 아닌 것을 걸러 내고, 변경 빈도와 복잡도로 핫스팟을 찾고, DORA 지표로 이자를 관측하고, 부채 목록과 상환 계획을 유지하는 절차, 그리고 갚지 않기로 결정하는 방법까지 정리합니다.- Published on
2026년 현재 내부 개발자 플랫폼 도입률은 90%로 보고됩니다. 그런데 그 숫자를 낸 DORA 리포트 자신의 데이터에는 불편한 결과가 같이 들어 있습니다 — 2024년 리포트에서 플랫폼 사용자는 개인 생산성이 8%, 팀 성과가 10% 높았지만 처리량은 8%, 변경 안정성은 14% 낮았고, DORA는 이걸 "놀라운 결과"라 불렀습니다. 더 중요한 건 DORA가 직접 내놓은 세 가지 가설 중 하나가 역인과라는 점입니다 — 이미 불안정하고 번아웃된 조직이 그걸 고치려고 플랫폼을 만든다는 것. 2025년 리포트에서 DORA는 아예 "효과"라는 단어를 버리고 "비교"로 표현을 낮췄습니다. 이 글은 원문 PDF를 근거로 이 연구들이 실제로 무엇을 측정했는지(전부 리커트 척도 자기보고입니다), 표본을 어떻게 모았는지(스노볼 샘플링입니다), 그리고 같은 도메인의 벤더 리서치를 어떻게 읽어야 하는지 정리합니다. 결론은 "플랫폼을 하지 마라"가 아니라, 이 숫자들로 할 수 있는 말과 할 수 없는 말을 구분하자는 것입니다.- Published on
2026년 IDP(Internal Developer Platform) 시장을 한 번에 정리한다. Backstage의 CNCF 졸업, Spotify Portal 상용화, Roadie 매니지드, Port의 의견 있는 SaaS, OpsLevel/Cortex의 스코어카드 경쟁, Atlassian Compass의 등장, Humanitec/Configure8 같은 신규 진영, 그리고 DORA/SPACE 메트릭이 IDP에서 어떻게 측정되는지까지 — 카탈로그, 골든 패스, 셀프서비스, 서비스 소유권을 키워드로 자체 호스팅 대 SaaS 선택 기준을 정리하고, 당근, 토스, CyberAgent CIU, Mercari의 실제 IDP 사례까지 다룬다.- Published on
2026년 LLM 파인튜닝 생태계는 LoRA의 단순한 어댑터에서 출발해 QLoRA의 4비트, DoRA의 분해, GaLore의 그라디언트 프로젝션까지 5년 만에 거대한 가지를 펼쳤다. Hugging Face의 PEFT 0.14와 TRL 0.13이 표준 인터페이스를 잡았고, Unsloth가 2배 빠른 학습으로 단일 GPU 시장을 흔들었으며, Axolotl과 LLaMA-Factory가 YAML로 파인튜닝을 민주화했다. Apple MLX-LM은 M 시리즈 노트북에서 7B 모델을 파인튜닝하는 시대를 열었다. 이 글은 그 전체 지도를 그린다 — 알고리즘, 도구, 데이터셋, 하드웨어, 클라우드, 그리고 한국·일본 모델 사례까지.- Published on
왜 DevOps에서 Platform Engineering으로 넘어갔는가. Backstage·IDP·Golden Path·Scorecard·GitOps·Crossplane·Operator·Score·Humanitec·Kratix·Dagger·Nix·Bazel·Codespaces·Gitpod·Coder·DORA 4 metrics·SPACE·DX Core 4까지 — 2025년 플랫폼의 전부.