9148c358d0
Topic_Agent/Topic_Blog/Topics/Topics_Biz/Topics_Meeting/Topics_Rag의 마크다운 지식 문서를 Topic_General/Topic_Programming/Topic_Graphic/Topic_Business 4개 카테고리로 재분류. - 중복 제거: frontmatter의 status:duplicate/merged + duplicate_of/redirect_to 필드로 자기 자신을 중복으로 선언한 리다이렉트 stub 1032개 제거, 완전 동일 내용 파일 472개 제거, 동일 파일명·다른 내용 충돌 시 더 큰(완전한) 버전만 유지(162개 제거) — 총 1639개 중복 제거. - 분류: 폴더 단위로 명확한 항목(AI_and_ML/Coding/Architecture 등 → Programming, Comfyui/Visual_Effects → Graphic, Topics_Biz/Topics_Meeting/사업 등 → Business, Poetic_Blog_Writing/창의성/Game_Design 등 → General)은 폴더 우선순위로, 나머지 혼재 폴더(Topic_Agent/Topic_Blog/Topics 루트/Thinking & Reasoning/Other/UI_UX_Assets)는 title/tags 키워드 스코어링으로 파일 단위 분류(불명확한 경우 General로 폴백). 원본 폴더명은 "From_*" 서브폴더로 보존해 추적 가능성 유지. - 최종 배치: Programming 2784 / General 1608 / Graphic 285 / Business 249 = 4926개 문서. - 에이전트 운영 상태(.astra/.agent/.obsidian/sessions/memory/_company/docs/lessons/_shared/src)는 지식 콘텐츠가 아니므로 재분류 대상에서 제외하고 원위치 유지. - Topics/Topic_email(상위 보호 폴더 Topic_email과 파일명 100% 중복) 삭제 — 보호 폴더 자체는 미변경. - 완전히 비게 된 Topic_Agent/Topic_Blog/Topics_Biz/Topics_Rag 폴더 제거.
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4.7 KiB
id, title, category, status, canonical_id, aliases, duplicate_of, source_trust_level, confidence_score, verification_status, tags, raw_sources, last_reinforced, github_commit, tech_stack
| id | title | category | status | canonical_id | aliases | duplicate_of | source_trust_level | confidence_score | verification_status | tags | raw_sources | last_reinforced | github_commit | tech_stack | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| wiki-2026-0508-continuous-integration-ci | Continuous Integration (CI) | 10_Wiki/Topics | verified | self |
|
none | A | 0.92 | applied |
|
2026-05-10 | pending |
|
Continuous Integration (CI)
매 한 줄
"매 push마다 build + test, fast feedback". Grady Booch (1991) 가 제안, Martin Fowler 가 대중화. 2026 현재 GitHub Actions / GitLab CI 가 표준이며, AI-assisted PR review (Claude Opus 4.7) 와 결합되어 매 commit 검증 cycle 이 분 단위로 압축됨.
매 핵심
매 원칙
- Mainline integration 빈번: 매 developer 매일 main 에 merge.
- Automated build: 매 commit trigger build pipeline.
- Automated test: unit + integration + lint 매 자동 실행.
- Fast feedback: <10 min 안에 결과. 길어지면 dev 매 ignore.
- Single source of truth: 매 single repo, single mainline.
매 stages
- Lint (10s) — eslint, ruff, gofmt.
- Unit test (1-3 min) — vitest, pytest, go test.
- Integration test (3-8 min) — testcontainers, ephemeral DB.
- Build artifact (1-2 min) — docker image, npm tarball.
- Static analysis (parallel) — SonarQube, Snyk, CodeQL.
매 응용
- SaaS product 매 trunk-based development.
- Open-source project 매 PR validation.
- Monorepo 매 affected-only build (Turborepo, Nx).
💻 패턴
Modern GitHub Actions (2026)
name: CI
on:
push: { branches: [main] }
pull_request:
merge_group:
concurrency:
group: ${{ github.workflow }}-${{ github.ref }}
cancel-in-progress: true
jobs:
test:
runs-on: ubuntu-24.04
steps:
- uses: actions/checkout@v5
- uses: actions/setup-node@v5
with: { node-version: '22', cache: 'pnpm' }
- run: pnpm install --frozen-lockfile
- run: pnpm lint
- run: pnpm test --coverage
- uses: codecov/codecov-action@v5
Matrix build
strategy:
fail-fast: false
matrix:
os: [ubuntu-24.04, macos-14, windows-2022]
node: [20, 22]
runs-on: ${{ matrix.os }}
Affected-only (monorepo)
- run: pnpm exec turbo run test --filter=...[origin/main]
Reusable workflow
# .github/workflows/reusable-test.yml
on:
workflow_call:
inputs:
node-version: { type: string, default: '22' }
jobs:
test:
runs-on: ubuntu-24.04
steps: [ ... ]
Container-based test (testcontainers)
# pytest with ephemeral postgres
from testcontainers.postgres import PostgresContainer
def test_repo():
with PostgresContainer("postgres:17") as pg:
url = pg.get_connection_url()
# run integration test against real DB
Cache layers (docker buildx)
- uses: docker/build-push-action@v6
with:
context: .
cache-from: type=gha
cache-to: type=gha,mode=max
tags: ghcr.io/org/app:${{ github.sha }}
AI PR review (2026)
- uses: anthropic-experimental/claude-code-action@v1
with:
api-key: ${{ secrets.ANTHROPIC_API_KEY }}
model: claude-opus-4-7
review-mode: pr-comment
매 결정 기준
| 상황 | Approach |
|---|---|
| Open-source GitHub repo | GitHub Actions |
| Self-hosted, private | GitLab CI / Drone |
| Monorepo | Turborepo + affected-only |
| Polyglot, complex | Buildkite / Bazel |
| Mobile (iOS/Android) | Bitrise / Xcode Cloud |
기본값: GitHub Actions + concurrency cancel + matrix + cache.
🔗 Graph
- 부모: DevOps
- 변형: Continuous Deployment · Trunk-Based Development
- 응용: GitHub Actions
- Adjacent: Test Automation · Static Analysis · 153_pre-commit과_품질_게이트
🤖 LLM 활용
언제: PR diff review, flaky test detection, commit message generation, changelog 생성. 언제 X: secret-handling pipeline (보안), production deploy gate (deterministic 해야 함).
❌ 안티패턴
- Slow pipeline (>20 min): dev 매 ignore, "broken main" 정상화.
- Flaky test 방치: trust collapse → 매 retry, retry, retry.
- No mainline protection: 직접 push to main, PR 없음.
- Build on developer machine only: "works on my machine" 재현.
- Secrets in logs: env 출력, token leak.
🧪 검증 / 중복
- Verified (Fowler 2006 Continuous Integration article, GitHub Actions docs 2026).
- 신뢰도 A.
🕓 Changelog
| 날짜 | 변경 |
|---|---|
| 2026-05-08 | Phase 1 |
| 2026-05-10 | Manual cleanup — full content with modern GitHub Actions patterns |