{ "format": "agent-article-v0", "article_id": "EA-143", "canonical_url": "/tools/ea-143-aws-bedrock-agentcore", "page_type": "reference", "claim_ids": [], "evidence_ids": [ "EVD-EA-143-URL-002AF246490F", "EVD-EA-143-URL-62450891C891", "EA-143-R11-RESEARCH", "EA-143-R11-WEB-READBACK" ], "unknown_ids": [ "EA-143-UNKNOWN-01", "EA-143-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-044-EA0143", "SRC-EA-143-URL-002AF246490F", "SRC-EA-143-URL-62450891C891", "WEBBODY-EA0143-R8-1C7D1B48" ], "article_sources": [ { "id": "EVD-EA-143-URL-002AF246490F", "evidence_class": "RESEARCH", "title": "source_class=official service documentation; exact_title=Amazon Bedrock AgentCore Documentation; author/org=Amazon Web Services; canonical_url=", "href": "https://docs.aws.amazon.com/bedrock-agentcore/", "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-143-URL-002AF246490F" ], "supporting_locators": [ "EVIDENCE_TABLE", "- source_class=official service documentation; exact_title=Amazon Bedrock AgentCore Documentation; author/org=Amazon Web Services; canonical_url=https://docs.aws.amazon.com/bedrock-agentcore/" ], "scope": "EVIDENCE_TABLE", "provenance_status": "SOURCE_PACKET_REFERENCE_PROJECTED" }, { "id": "EVD-EA-143-URL-62450891C891", "evidence_class": "RESEARCH", "title": "source_class=official service documentation; exact_title=Evaluate agent performance with Amazon Bedrock AgentCore Evaluations; author/org=Amazon Web Services; canonical_url=", "href": "https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/evaluations.html", "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-143-URL-62450891C891" ], "supporting_locators": [ "EVIDENCE_TABLE", "- source_class=official service documentation; exact_title=Evaluate agent performance with Amazon Bedrock AgentCore Evaluations; author/org=Amazon Web Services; canonical_url=https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/evaluations.html" ], "scope": "EVIDENCE_TABLE", "provenance_status": "SOURCE_PACKET_REFERENCE_PROJECTED" }, { "id": "EA-143-R11-RESEARCH", "evidence_class": "RESEARCH", "title": "EA-143 監査済みresearch / canonical revision binding", "supports": [ "- ESTABLISHED: AWS公式DocsはAgentCoreをfully managed serviceとして、Runtime・Memory・Gateway・Identity・Browser・Code Interpreter・Observabilityを個別primitiveとして列挙し、framework/modelを含むagentのdeploy/operate層を説明している。Evaluations Docsはtraceを統一形式へ変換し、built-in/custom evaluatorやLLM-as-a-Judge、IAM policy、地域/account quotaを記載している。\n- NOT_ESTABLISHED: service/primitiveの存在は、すべてのframework・model・region・account・planでの利用可否、secure hostingの実装が任意の脅威を阻止すること、evaluation scoreが現実の正しさを表すこと、SLA・費用見積り・特定tenantの実挙動を確立しない。" ], "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-044-EA0143" ], "supporting_locators": [ "COMM-044-EA0143", "EA-143-R5-LEGACY-MIGRATION-20261008-R1", "content/staging/EA-143.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-143-R11-WEB-READBACK", "evidence_class": "IMPL", "title": "EA-143 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-EA0143-R8-1C7D1B48" ], "supporting_locators": [ "WEBBODY-EA0143-R8-1C7D1B48", "content/staging/EA-143.md", "EA-143-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": "agentのdeploy/operate層に、Runtime・Memory・Gateway・Identity・Browser・Code Interpreter・Observability・Evaluationsをどう分解して差し込むかを、AWSの現行service/API境界として記録する。" }, { "heading": "SCOPE_ROUTING", "text": "provider mapping / implementation / interoperability / governance / security / audit / cost / operability。" }, { "heading": "CLAIM_OR_RESEARCH_QUESTION", "text": "AWS公式DocsがAgentCoreのmanaged serviceと各primitive、evaluation・IAM・region/quotasを何と明示しているか。" }, { "heading": "EVIDENCE_TABLE", "text": "- source_class=official service documentation; exact_title=Amazon Bedrock AgentCore Documentation; author/org=Amazon Web Services; canonical_url=https://docs.aws.amazon.com/bedrock-agentcore/; publication/update/access_date=current docs accessed 2026-09-13 JST; version/release/tag/commit/API revision=latest Developer Guide/API references（service version/tagなし）; supporting_locator=Introduction / Console and SDKs / AgentCore Runtime / Memory / Gateway / Identity / Browser / Code Interpreter / Observability（fully managed service、any framework/modelの説明、secure hosting、memory、API/Lambda/MCP tool gateway、identity/credentials、sandbox code execution、tracing/debugging/monitoringの項目）; evidence_label=VERIFIED_SPEC+PRODUCT_VOLATILE; relation=support+context\n- source_class=official service documentation; exact_title=Evaluate agent performance with Amazon Bedrock AgentCore Evaluations; author/org=Amazon Web Services; canonical_url=https://docs.aws.amazon.com/bedrock-agentcore/latest/devguide/evaluations.html; publication/update/access_date=current docs crawled last week / accessed 2026-09-13 JST; version/release/tag/commit/API revision=latest devguide; supporting_locator=Overview / supported frameworks / IAM and evaluator resources / quotas（automated task/edge-case/consistency assessment、Strands/LangGraphとのOTel/OpenInference integration、LLM-as-a-Judge、built-in/custom evaluator、IAM resource policy、region/account quotaの記述）; evidence_label=VERIFIED_SPEC+PRODUCT_VOLATILE; relation=support+limit" }, { "heading": "FINDINGS", "text": "- ESTABLISHED: AWS公式DocsはAgentCoreをfully managed serviceとして、Runtime・Memory・Gateway・Identity・Browser・Code Interpreter・Observabilityを個別primitiveとして列挙し、framework/modelを含むagentのdeploy/operate層を説明している。Evaluations Docsはtraceを統一形式へ変換し、built-in/custom evaluatorやLLM-as-a-Judge、IAM policy、地域/account quotaを記載している。\n- NOT_ESTABLISHED: service/primitiveの存在は、すべてのframework・model・region・account・planでの利用可否、secure hostingの実装が任意の脅威を阻止すること、evaluation scoreが現実の正しさを表すこと、SLA・費用見積り・特定tenantの実挙動を確立しない。" }, { "heading": "LIMITS / COUNTEREVIDENCE / FAILURE ENVELOPE", "text": "LLM-as-a-Judgeの評価者バイアス、telemetry未送信・trace欠損、IAM誤設定、quota/rate limit、memory汚染、gateway toolの副作用、browser/code interpreter経路のデータ漏えいが残る。built-in evaluatorがpublicでも、custom evaluatorはresource policyとIAM依存である。" }, { "heading": "AVAILABILITY_GATES", "text": "AWS account・IAM role/policy・region・service quota・billing、supported framework/model/API revision、Runtime/Memory/Gateway/Identity等の個別有効化、KMS/data retention、MCP/API/Lambda credentials、Browser/Code Interpreter policy、Observability/Evaluationsの対応範囲。" }, { "heading": "IMPLEMENTATION_STATE", "text": "AWS official service/API docs + PRODUCT_VOLATILE。DocsのCLI/console/API入口と仕様記述のみ。AWS accountでのresource作成、認証済みtenant操作、課金、外部書込み、live agent実行は未実施。" }, { "heading": "BENCHMARK_OR_EVAL", "text": "AgentCore Evaluationsの機能・evaluator・trace連携は確立。評価を実施した業務の品質・安全・cost改善値、LLM judgeと人手評価の一致、deployment SLOは本Packetで未確認。" }, { "heading": "SECURITY / PRIVACY / AUDIT / COST / OPERABILITY", "text": "Security=IAM・identity・gateway・sandbox・KMS・deny-by-defaultをresource単位で設計。Privacy=memory/trace/evaluator/input-outputの保持・越境・削除を確認。Audit=agent version、runtime、tool、identity、trace、evaluation、policyを相関。Cost=runtime、model、memory、gateway、evaluator、storage、data transfer、retryを含む。Operability=region quota、failover、rollback、dead-letter、trace loss、version pinを試験。" }, { "heading": "SAFE_WORDING_FOR_FUTURE_BOOK", "text": "「Amazon Bedrock AgentCoreの公式Docsは、agentのdeploy/operate基盤としてRuntime、Memory、Gateway、Identity、Browser、Code Interpreter、Observability、Evaluationsを案内している。各primitiveの存在と、特定account・region・IAM・model・契約での可用性、評価結果の妥当性、production SLAは別ゲートである。」" }, { "heading": "UPDATE_WORK_HANDOFF", "text": "AWS provider mappingと共通Coreのmanaged runtime欄へ、primitiveごとに分解して渡す。次回は固定API revision、各region/preview/GA、IAM examples、pricing、data retention/KMS、supported framework/model matrix、公開incident、human-vs-LLM evaluator比較を補う。" }, { "heading": "OPEN_UNKNOWN", "text": "latest API/release matrix、region/preview差、exact pricing、runtime isolation、memory deletion/tenant isolation、gateway identity boundary、evaluator validity、failure/incident、実業務SLO。" }, { "heading": "STOP_CONDITION", "text": "“fully managed”“secure”“quality standards”を無条件の安全・品質・SLA保証に変換しない。AWS Docsのquota・evaluator記述からユーザーaccountの有効化や結果を推測しない。\nUNIT_CLOSE_STATUS: INDIVIDUAL_BOUNDED_CLOSE / EVIDENCE_RECORDED / UNKNOWN_PRESERVED\n\n---" } ], "human_url": "/tools/ea-143-aws-bedrock-agentcore", "markdown_url": "/agent/article.md?path=%2Ftools%2Fea-143-aws-bedrock-agentcore", "json_url": "/agent/article.json?path=%2Ftools%2Fea-143-aws-bedrock-agentcore" }