Files
crewAI/docs/edge/ko/enterprise/features/crew-studio.mdx
Lucas Gomide 93dafe2637 feat: adopt directory-based docs versioning with Edge channel
Switch docs.crewai.com from navigation-only versioning (every version
selector entry rendered the same docs/<lang>/* source files) to
Mintlify's directory-based versioning so each version selector entry
renders its own snapshot. Add an "Edge" channel under docs/edge/<lang>/*
that always reflects main HEAD for unreleased work, eliminating
pre-release leakage onto frozen release labels. External links to
canonical /<lang>/* URLs are preserved via wildcard redirects that
always land on the current default version.

Layout:
- docs/edge/<lang>/*         rolling source (you edit here)
- docs/edge/enterprise-api.*.yaml
- docs/v<X.Y.Z>/<lang>/*     frozen, immutable snapshots
- docs/v<X.Y.Z>/enterprise-api.*.yaml
- docs/images/               shared, append-only
- docs/docs.json             nav + redirects

URLs follow the Mintlify-idiomatic shape: /edge/<lang>/<page> for
Edge, /v<X.Y.Z>/<lang>/<page> for every frozen snapshot. The wildcard
redirects /<lang>/:slug* -> /<default>/<lang>/:slug* keep stale links
working, and every freeze rewrites them (plus all per-section/per-page
redirects) so destinations always resolve to the current default
without depending on a second redirect hop.

Release flow integration (devtools release):
- New module crewai_devtools.docs_versioning.freeze() materialises
  docs/v<X.Y.Z>/ from docs/edge/, rewrites openapi: refs inside the
  snapshot, inserts the version into every language block in
  docs.json, and refreshes all redirect destinations.
- _update_docs_and_create_pr() in cli.py now calls that freeze during
  Phase 2 of devtools release. Edge changelogs are updated first (so
  the snapshot freeze picks them up), then the snapshot is staged
  alongside docs.json, branched as docs/freeze-v<X.Y.Z>, and the PR
  is titled [docs-freeze] docs: snapshot and changelog for v<X.Y.Z>
  — the title prefix the new CI guard reads.
- The PR still gates tag, GitHub release, PyPI publish, and the
  enterprise release as before; no new PRs are added.
- Pre-releases (1.X.YaN, 1.X.YbN, ...) skip the snapshot — they ride
  Edge — and the docs PR title omits the [docs-freeze] prefix.
- docs_check (AI-generated docs scaffolding) writes to
  docs/edge/<lang>/* so newly-generated unreleased docs land in Edge
  and never accidentally touch a frozen snapshot.

Migration scripts (one-shot):
- scripts/docs/freeze_historical_versions.py reconstructs all 16
  historical snapshots (v1.10.0 .. v1.14.7) from git tags via
  git archive | tar, rewriting openapi: MDX refs so each snapshot
  reads its own enterprise-api YAML rather than the live one.
- scripts/docs/prefix_version_paths.py one-shot-migrates docs.json:
  rewrites every page path in 16 versioned blocks to point under
  docs/v<X.Y.Z>/, inserts a new Edge entry per language, tags
  v1.14.7 as Latest (default), prunes pages whose target file
  doesn't exist in the snapshot (e.g. docs/ar/ didn't exist before
  v1.12.0), and writes the wildcard + per-section redirects.
- scripts/docs/freeze_current_edge.py is now a thin CLI wrapper
  around docs_versioning.freeze for manual one-off freezes (e.g.
  retroactively snapshotting a forgotten release).

CI guards (.github/workflows/docs-snapshots.yml):
- Frozen snapshots under docs/v[0-9]*/ are immutable; only PRs whose
  title contains [docs-freeze] (i.e. release-cut PRs generated by
  devtools release or the manual wrapper) may modify them.
- Images under docs/images/ are append-only since snapshots share a
  single image directory. Deleting or renaming an image breaks every
  historical snapshot that still references it.

Restored docs/images/crewai-otel-export.png from PR #3673; it was
deleted in PR #4908 but v1.10.0 / v1.10.1 snapshots still reference
it. Restoring instead of editing the snapshots preserves historical
rendering fidelity and validates the new append-only rule
retroactively.

Tests:
- lib/devtools/tests/test_docs_versioning.py covers the freeze: file
  copy, openapi rewrite, version insertion, default demotion, redirect
  upserts, per-section redirect rewriting, idempotency, and invalid
  inputs.

Verified locally with mintlify broken-links: 0 broken links across
the full site (Edge + 16 frozen versions, 4 locales).

AGENTS.md (repo root) is the contributor guide for the new model;
RELEASING.md is the release-cut runbook; README's Contribution
section links to both.

Co-authored-by: Cursor <cursoragent@cursor.com>
2026-06-17 11:08:45 -03:00

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---
title: "Crew Studio"
description: "AI 보조, 비주얼 에디터, 통합 테스트로 새로운 자동화를 구축하세요."
icon: "pencil"
mode: "wide"
---
## 개요
Crew Studio는 자연어와 시각적 워크플로 에디터로 처음부터 자동화를 만드는 인터랙티브한 AI 보조 작업 공간입니다.
<Frame>
![Crew Studio 개요](/images/enterprise/crew-studio-overview.png)
</Frame>
## 프롬프트 기반 생성
- 원하는 자동화를 설명하면, AI가 에이전트/태스크/도구를 생성합니다.
- 마이크 아이콘으로 음성 입력을 사용할 수 있습니다.
- 공통 사용 사례용 프롬프트 템플릿으로 시작할 수 있습니다.
<Frame>
![프롬프트 빌더](/images/enterprise/crew-studio-prompt.png)
</Frame>
## 비주얼 에디터
캔버스는 노드/엣지 형태로 플로우를 표현하며, 세 개의 보조 패널로 코드 없이 쉽게 구성할 수 있습니다 (일명 "vibe coding AI Agents"):
- **AI Thoughts (좌측)**: 설계 중 스트리밍 추론
- **Canvas (중앙)**: 에이전트/태스크 노드와 연결
- **Resources (우측)**: 드래그앤드롭 컴포넌트 (에이전트, 태스크, 도구)
드래그앤드롭으로 캔버스를 구성하거나, 채팅 섹션으로 에이전트를 생성할 수 있으며 두 방식은 상태를 공유합니다.
<Frame>
![비주얼 캔버스](/images/enterprise/crew-studio-canvas.png)
</Frame>
## 실행 & 디버깅
<b>Execution</b> 뷰로 전환하여 실행을 관찰하세요:
- 이벤트 타임라인
- 상세 로그 (Details, Messages, Raw Data)
- 게시 전 로컬 실행
<Frame>
![실행 뷰](/images/enterprise/crew-studio-execution.png)
</Frame>
## 게시 & 내보내기
- <b>Publish</b>로 라이브 자동화 배포
- <b>Download</b>로 소스 ZIP 다운로드 (로컬 개발용)
<Frame>
![게시 & 다운로드](/images/enterprise/crew-studio-publish.png)
</Frame>
게시 후 **Options** 드롭다운에서 `chat with this crew`, `Export React Component`, `Export as MCP`를 사용할 수 있습니다.
<Frame>
![게시된 자동화](/images/enterprise/crew-studio-published.png)
</Frame>
## 모범 사례
- Studio에서 빠르게 반복하고, 안정화 후 게시
- 도구 권한은 최소한으로 제한
- Traces로 동작/성능 검증
## 관련 문서
<CardGroup cols={4}>
<Card title="Crew Studio 활성화" href="/ko/enterprise/guides/enable-crew-studio" icon="palette">
Crew Studio를 활성화하세요.
</Card>
<Card title="크루 빌드" href="/ko/enterprise/guides/build-crew" icon="paintbrush">
크루를 빌드하세요.
</Card>
<Card title="크루 배포" href="/ko/enterprise/guides/deploy-to-amp" icon="rocket">
GitHub 또는 ZIP 파일로 크루 배포.
</Card>
<Card title="React 컴포넌트 내보내기" href="/ko/enterprise/guides/react-component-export" icon="download">
React 컴포넌트를 내보내세요.
</Card>
</CardGroup>