{ "format": "agent-article-v0", "article_id": "EA-135", "canonical_url": "/tools/ea-135-crewai", "page_type": "reference", "claim_ids": [], "evidence_ids": [ "EVD-EA-135-URL-959FCBA3F7DC", "EA-135-R11-RESEARCH", "EA-135-R11-WEB-READBACK" ], "unknown_ids": [ "EA-135-UNKNOWN-01", "EA-135-UNKNOWN-02", "EA-135-UNKNOWN-CURRENTNESS" ], "operational_object_ids": [], "provider": [], "models": [], "plans": [], "surfaces": [], "regions": [], "current_status": "UNKNOWN", "observation_status": "SPEC_ONLY", "freshness": "UNKNOWN", "last_verified": null, "supersedes": [], "superseded_by": [], "provenance": [ "COMM-043-EA0135", "SRC-EA-135-URL-959FCBA3F7DC", "WEBBODY-EA0135-R8-059CA9CD" ], "article_sources": [ { "id": "EVD-EA-135-URL-959FCBA3F7DC", "evidence_class": "RESEARCH", "title": "source_class=official project/product documentation; exact_title=CrewAI Documentation; author/org=CrewAI; canonical_url=", "href": "https://docs.crewai.com/", "supports": [], "limit": "元の監査済み資料に記載された参照先です。URLの復元は、資料の最新性や全主張の支持を新たに検証したことを意味しません。", "origin_class": "SOURCE_PACKET_REFERENCE", "source_or_experiment_ids": [ "SRC-EA-135-URL-959FCBA3F7DC" ], "supporting_locators": [ "EVIDENCE_TABLE", "- source_class=official project/product documentation; exact_title=CrewAI Documentation; author/org=CrewAI; canonical_url=https://docs.crewai.com/" ], "scope": "EVIDENCE_TABLE", "provenance_status": "SOURCE_PACKET_REFERENCE_PROJECTED" }, { "id": "EA-135-R11-RESEARCH", "evidence_class": "RESEARCH", "title": "EA-135 監査済みresearch / canonical revision binding", "supports": [ "- ESTABLISHED: 公式Docsは、agents・crews・flowsを中心に、tools/memory/knowledge/structured outputs、sequential/hierarchical/hybrid、guardrails、callbacks、human-in-loop、state/persist/resume、observabilityを記載している。Enterprise console・RBAC・connector等もDocs上の製品項目として記載されている。\n- NOT_ESTABLISHED: Docs記載は、すべての機能がOSSで利用可能、全plan/地域でEnterprise機能が有効、connectorが同じ権限で動く、guardrailが危険actionを完全阻止する、ということを証明しない。" ], "limit": "canonical監査・revision bindingの存在を示す。外部ソースcurrentnessが本文またはcontrol-planeで確定していない場合は、currentnessをUNKNOWNのまま保持する。", "origin_class": "AUDITED_CANONICAL_RESEARCH_PACKET", "source_or_experiment_ids": [ "COMM-043-EA0135" ], "supporting_locators": [ "COMM-043-EA0135", "EA-135-R5-LEGACY-MIGRATION-20261008-R1", "content/staging/EA-135.md" ], "scope": "監査済みEA本文・canonical revision・既存Source Graph relationの範囲。欠損currentnessは推測で閉じない。", "provenance_status": "AUDIT_PASS_CANONICAL_BINDING" }, { "id": "EA-135-R11-WEB-READBACK", "evidence_class": "IMPL", "title": "EA-135 Web body identity / canonical readback", "supports": [ "canonical staging bodyのSHA-256一致とR9 canonical ledger readbackをProduction projectionの入力として検証する。" ], "limit": "body identity/readbackは本文claim自体の真偽や外部ソースの最新性を追加保証しない。", "checked_at": null, "origin_class": "IMPLEMENTATION_READBACK", "source_or_experiment_ids": [ "WEBBODY-EA0135-R8-059CA9CD" ], "supporting_locators": [ "WEBBODY-EA0135-R8-059CA9CD", "content/staging/EA-135.md", "EA-135-R5-LEGACY-MIGRATION-20261008-R1" ], "scope": "R9/R10 canonical readback後のProduction生成時body identity。", "provenance_status": "CANONICAL_READBACK_BODY_HASH_MATCH" } ], "research_sections": [ { "heading": "WHY_THIS_MATTERS_TO_UPDATE", "text": "agents/crews/flowsを使う現行実装の役割分担、状態・guardrail・memory・observabilityと、Enterprise console/RBAC/connectorsの製品境界を分けて更新する。" }, { "heading": "SCOPE_ROUTING", "text": "Enterprise AI Core / implementation / provider mapping / governance / audit / operability。OSS frameworkとEnterprise product claimを分離。" }, { "heading": "CLAIM_OR_RESEARCH_QUESTION", "text": "現行公式DocsがCrewAIのagent/crew/flow、guardrail、persist/resume、observability、Enterprise機能を何と記載しているか。" }, { "heading": "EVIDENCE_TABLE", "text": "- source_class=official project/product documentation; exact_title=CrewAI Documentation; author/org=CrewAI; canonical_url=https://docs.crewai.com/; publication/update/access_date=current docs accessed 2026-09-13 JST; version/release/tag/commit/API revision=current docs（固定package versionなし）; supporting_locator=Introduction / Agents / Crews / Flows / Guardrails / Memory / Observability / Enterprise（collaborative agents、sequential/hierarchical/hybrid process、flowsのstate/persist/resume/router、guardrails・callbacks・human-in-loop、Enterprise console・environment・RBAC・connectorsの記述）; evidence_label=VERIFIED_SPEC+PRODUCT_VOLATILE; relation=support+context+limit" }, { "heading": "FINDINGS", "text": "- ESTABLISHED: 公式Docsは、agents・crews・flowsを中心に、tools/memory/knowledge/structured outputs、sequential/hierarchical/hybrid、guardrails、callbacks、human-in-loop、state/persist/resume、observabilityを記載している。Enterprise console・RBAC・connector等もDocs上の製品項目として記載されている。\n- NOT_ESTABLISHED: Docs記載は、すべての機能がOSSで利用可能、全plan/地域でEnterprise機能が有効、connectorが同じ権限で動く、guardrailが危険actionを完全阻止する、ということを証明しない。" }, { "heading": "LIMITS / COUNTEREVIDENCE / FAILURE ENVELOPE", "text": "marketing/overview claimと固定releaseの仕様表を分離する必要がある。stateのpersist/resumeはLLMの意味的正しさやtool side effectの重複を保証しない。hierarchical delegation、memory、connector権限、observability欠損は失敗包絡。独立benchmarkはこのPacketで確認していない。" }, { "heading": "AVAILABILITY_GATES", "text": "package/version、OSSとEnterpriseの機能境界、console・environment・RBAC・connectorのplan・契約・region、Gmail/Slack/Salesforce等のOAuth・scope、LLM provider、persistence/observability backend。" }, { "heading": "IMPLEMENTATION_STATE", "text": "OSS framework docs + PRODUCT_VOLATILE。Enterprise部分はprovider claimとして扱い、管理console・connector・認証済みtenantでの操作は未実施。" }, { "heading": "BENCHMARK_OR_EVAL", "text": "公式Docsの機能記述は実装存在の証拠。業務品質、safe-action率、resume correctness、connector latency/costの再現可能benchmarkはUNKNOWN。" }, { "heading": "SECURITY / PRIVACY / AUDIT / COST / OPERABILITY", "text": "Security=connector scope、RBAC、human approval、guardrailをactionごとに設定。Privacy=memory/knowledge/observabilityと外部connectorのデータ流路を確認。Audit=crew/flow/agent/tool/approval/stateを相関。Cost=複数agent・memory・connector・retry・console実行を含む。Operability=deployment環境・redeploy・trigger・resume・rollbackを版固定して検証。" }, { "heading": "SAFE_WORDING_FOR_FUTURE_BOOK", "text": "「CrewAI公式Docsは、agent/crew/flow、状態、guardrail、memory、observability等の実装要素を記載し、Enterprise項目としてconsole/RBAC/connectorsも案内している。実際の利用可否・権限・plan/region・安全性は機能ごとにゲート確認が必要で、Docsの機能存在は業務保証ではない。」" }, { "heading": "UPDATE_WORK_HANDOFF", "text": "OSS実装とEnterprise overlayを別routingで本文候補へ渡す。次回は固定release、license、Enterprise機能表、connector OAuth scope、RBAC監査、公開issue/incident、resume/side-effect実験を補う。" }, { "heading": "OPEN_UNKNOWN", "text": "current release/tag、OSS/Enterprise境界、connectorの地域・plan差、RBAC/監査ログの粒度、memory data boundary、実業務benchmark、障害復旧の再現性。" }, { "heading": "STOP_CONDITION", "text": "“production-ready”などのprovider表現を独立証拠へ変換しない。Enterprise consoleやconnectorの存在を、ユーザーの契約・region・権限の有効化と同一視しない。\nUNIT_CLOSE_STATUS: INDIVIDUAL_BOUNDED_CLOSE / EVIDENCE_RECORDED / UNKNOWN_PRESERVED\n\n---" }, { "heading": "AUDITED_BOUNDARY", "text": "CrewAI currentness v1.15.23 as-of audit. Provider production/enterprise wording is not independent proof; persist/resume is not exactly-once or semantic-correctness; guardrail/HITL not authorization; OSS/Enterprise boundaries separate; independent operational evidence UNKNOWN." }, { "heading": "OPEN_UNKNOWN", "text": "All UNKNOWN/PRODUCT_VOLATILE/provider- or organization-specific limits from the authority/audit remain open unless explicitly closed by the audited handoff." } ], "human_url": "/tools/ea-135-crewai", "markdown_url": "/agent/article.md?path=%2Ftools%2Fea-135-crewai", "json_url": "/agent/article.json?path=%2Ftools%2Fea-135-crewai" }