{
  "schema": "varexis-public-evidence-record/0.3",
  "generated_at_utc": "2026-10-31T14:51:57.992834+00:00",
  "record_id": "VXI-EXT-ICE13-MAF-AGUI-DOTNET-PYTHON-LIFECYCLE-PARITY-01-v1",
  "record_kind": "external_reference",
  "title": "AG-UI .NET and Python lifecycle capability boundary",
  "system": "Microsoft",
  "evidence_family": "vendor_evidence_review",
  "index_status": "PUBLIC_SAFE_SOURCE_REVIEW",
  "evidence_state": "PRIMARY_DOCUMENTATION_REVIEW_ONLY",
  "canonical_question": "Does exposing a .NET Agent Framework workflow through AG-UI provide the Python workflow interrupt and resume mapping?",
  "near_questions": [
    "Does .NET AG-UI expose Microsoft workflow resume like Python?",
    "Can AsAIAgent add workflow-specific AG-UI events?",
    "Which lifecycle events are absent from the documented .NET adapter?",
    "Is an AG-UI client workflow feature portable across Microsoft SDK languages?"
  ],
  "supported_claims": [
    {
      "claim": "The captured .NET guidance exposes constituent-agent text and tool output but does not map workflow step events, activity snapshots, interrupts or Python-equivalent resume operations. Wrapping as AIAgent does not add them.",
      "reliance": "DOCUMENTED_CAPABILITY_ONLY"
    }
  ],
  "not_demonstrated_claims": [
    "Refuse cross-language lifecycle parity based on the shared AG-UI name; require supported events and continuation operations for the installed implementation.",
    "Buyer implementation, live runtime enforcement, settled payment, verified deletion or certification are not established.",
    "No expanded capabilities or licences for existing INDEX executables."
  ],
  "public_summary": "The captured .NET guidance exposes constituent-agent text and tool output but does not map workflow step events, activity snapshots, interrupts or Python-equivalent resume operations. Wrapping as AIAgent does not add them.",
  "related_record_ids": [],
  "source_review": {
    "source_type": "official_external_documentation",
    "source_title": "Microsoft Agent Framework: AG-UI workflow integration",
    "source_url": "https://learn.microsoft.com/en-us/agent-framework/integrations/by-component/ui/ag-ui/workflows",
    "checked_on": "2026-10-31",
    "candidate_record_id": "VXI-EXT-ICE13-MAF-AGUI-DOTNET-PYTHON-LIFECYCLE-PARITY-01-v1",
    "candidate_record_sha256": "88704ec40c1596b758af2d4188dc552ef554b424b0d880f9ebf5e53b7abbe96f",
    "method": "Primary documentation reviewed for the published bounded statement.",
    "deployment_tested_by_varexis": false,
    "revalidation": "The delivered snapshot preserves the review date shown. Recheck current primary documentation and deployment context before relying on present applicability; payment does not trigger fresh research."
  },
  "answer_policy": {
    "classification": "DOCUMENTED_WITH_DEPLOYMENT_BOUNDARY",
    "bounded_answer": "The captured .NET guidance exposes constituent-agent text and tool output but does not map workflow step events, activity snapshots, interrupts or Python-equivalent resume operations. Wrapping as AIAgent does not add them.",
    "required_buyer_context": "SDK language and installed adapter version; Required event and resume contract; Observed client/server capability mapping. Buyer deployment not inspected.",
    "missing_evidence": "A broader claim needs evidence matching the intended use. Payment does not upgrade the evidence state."
  },
  "private_boundary": "Raw logs, thresholds, private paths, source code, protected mechanisms and reconstruction-level details are excluded from public and paid delivery.",
  "decision_profile": {
    "schema": "varexis-vendor-evidence-review/1",
    "review_status": "documentation_review_only",
    "applicability_status": "Captured Microsoft Learn .NET-specific contract; publisher-reported documentation revision and capture hash retained. No installed runtime conformance assumed. Review capture 2026-10-31. Buyer deployment not inspected.",
    "checked_on": "2026-10-31",
    "claim_to_check": "Does exposing a .NET Agent Framework workflow through AG-UI provide the Python workflow interrupt and resume mapping?",
    "documented_statement": {
      "status": "documented",
      "statement": "The captured .NET guidance exposes constituent-agent text and tool output but does not map workflow step events, activity snapshots, interrupts or Python-equivalent resume operations. Wrapping as AIAgent does not add them.",
      "source_ids": [
        "maf-agui"
      ]
    },
    "review_inference": {
      "status": "review_inference",
      "statement": "Refuse cross-language lifecycle parity based on the shared AG-UI name; require supported events and continuation operations for the installed implementation. The existing workflow overview says features vary by language. This review identifies the exact missing AG-UI lifecycle mapping relevant to a client migration or purchase decision. Operational review inference; no deployment outcome was observed.",
      "source_ids": [
        "maf-agui"
      ]
    },
    "buyer_evidence_required": [
      "SDK language and installed adapter version",
      "Required event and resume contract",
      "Observed client/server capability mapping"
    ],
    "review_condition": {
      "status": "varexis_review_policy",
      "statement": "Refuse cross-language lifecycle parity based on the shared AG-UI name; require supported events and continuation operations for the installed implementation."
    },
    "unknowns": "Buyer implementation, installed versions, effective authority, source completeness and actual business outcomes were not inspected.",
    "unknown_finding": {
      "status": "unknown",
      "statement": "No buyer deployment or transaction was observed."
    },
    "evidence_sources": [
      {
        "source_id": "maf-agui",
        "url": "https://learn.microsoft.com/en-us/agent-framework/integrations/by-component/ui/ag-ui/workflows",
        "final_url": "https://learn.microsoft.com/en-us/agent-framework/integrations/by-component/ui/ag-ui/workflows",
        "captured_at_utc": "2026-10-31T14:46:29.922857+00:00",
        "status": 200,
        "content_type": "text/html",
        "bytes": 70977,
        "sha256": "a5f376bc8d65e2db3984bc1d2f8df8416b2948bc7537f6296f3ec2f8945e21cd",
        "title": "Microsoft Agent Framework: AG-UI workflow integration",
        "publisher": "Microsoft",
        "checked_on": "2026-10-31",
        "capture_status": "captured_primary_documentation",
        "claim_review_completed": true,
        "hash_basis": "Raw HTTP response bytes retained privately; not deployment attestation.",
        "version_context": "Microsoft Learn captured edition; publisher-reported gitcommit https://github.com/MicrosoftDocs/azure-ai-docs-pr/blob/769f0e986cf8ad837e7a0e9ae228c512ced613ab/agent-framework/integrations/by-component/ui/ag-ui/workflows.md. Last updated 2026-10-28T22:11:00Z. Source repository is not publicly readable through the current API; the published page bytes and hash are the reviewed artifact. No installed SDK version inferred from the documentation revision.",
        "rights_disposition": "Original bounded paraphrase with publisher attribution. Full source capture remains private; no vendor code, examples or documentation is redistributed. Microsoft source terms and trademarks remain with Microsoft. Google ADK repository Apache-2.0 licence was separately captured; no rights to third-party marks are asserted.",
        "reviewed_sections": [
          "AG-UI Events Emitted by Workflows",
          "outcome.type",
          "If the initial request omits",
          "WORKFLOW_RESUME_NOT_FOUND",
          "Snapshot Scope",
          "Legacy unthreaded",
          "Workflow checkpoints and AG-UI thread snapshots",
          "Direct instance",
          "Thread-scoped factory",
          "MAF .NET doesn't currently map",
          "AsAIAgent"
        ]
      }
    ],
    "observed_deployment": false,
    "commercial_reliance_boundary": "Documentation supports only the stated boundary. Existing licensed checkers analyse supported supplied declarations locally; they do not inspect provider accounts, verify live behaviour, enforce decisions or certify compliance.",
    "paid_value": {
      "decision_context": "Refuse cross-language lifecycle parity based on the shared AG-UI name; require supported events and continuation operations for the installed implementation.",
      "free": "Complete source review, questions, provenance and limitations; free to read and save locally.",
      "single_request": "Unavailable for this publication-only record; historical saved retrieval is unchanged.",
      "evidence_receipt": "Unavailable for this publication-only record; no paid retrieval entitlement is added.",
      "excluded": [
        "Fresh source research",
        "Native provider integration or schema support",
        "Live inspection or runtime enforcement",
        "Payment settlement or verified deletion",
        "Certification or expanded licences"
      ],
      "integrity": "Hashes identify content versions; they do not prove factual truth or provide a signature."
    },
    "revalidation": {
      "trigger": "Recheck current primary documentation and applicable SDK, service and configuration before reliance. No ongoing monitoring is included.",
      "specific_watch": "MAF .NET doesn't currently map; AsAIAgent"
    },
    "buyer_relevance": "Refuse cross-language lifecycle parity based on the shared AG-UI name; require supported events and continuation operations for the installed implementation.",
    "refusal_conditions": [
      "Refuse cross-language lifecycle parity based on the shared AG-UI name; require supported events and continuation operations for the installed implementation.",
      "Do not infer deployment conformance, authority or successful outcomes from source documentation."
    ],
    "decision_context": {
      "operator": "Developer or reviewer assessing agent execution and evidence",
      "scenario": "Does exposing a .NET Agent Framework workflow through AG-UI provide the Python workflow interrupt and resume mapping?",
      "consequence": "Refuse cross-language lifecycle parity based on the shared AG-UI name; require supported events and continuation operations for the installed implementation.",
      "confidence": "Primary-documentation support only; buyer demand and deployment outcomes unestablished."
    },
    "novelty_review": {
      "candidate_id": "ICE13-17",
      "disposition": "new_distinct",
      "nearest_record_id": "VXI-EXT-MS-AF-02-v1",
      "nearest_record_url": "/varexis-index/records/microsoft-agent-framework-workflows.json",
      "nearest_record_sha256": "96adeb550b88b8c50bf0b740c2ca1b957c457fb53d90916252ae0e75879acacd",
      "material_distinction": "The existing workflow overview says features vary by language. This review identifies the exact missing AG-UI lifecycle mapping relevant to a client migration or purchase decision.",
      "review_status": "Primary-source review and full adjacent-record comparison; no independent challenge claimed."
    },
    "optional_selection": {
      "guide_id": "cross-agent-handoff-acceptance",
      "guide_url": "/index-guides/cross-agent-handoff-acceptance",
      "guide_manifest": "/varexis-index/decision-guides.json",
      "checker": {
        "product_id": "agent-audit-coverage",
        "price_gbp_excluding_vat": 79,
        "purchase_url": "/index-access?route=agentic_pack_audit_coverage_v1",
        "licence_scope": "Existing separate internal-use licence; subscriptions do not include the executable.",
        "benefit": "Optional local analysis of supported supplied declarations only; no native Microsoft Agent Framework, AG-UI or ADK integration is added."
      },
      "boundary": "This free record supports an evidence-selection decision. The existing checker does not diagnose these platforms, extract their logs or prove the documented condition occurred."
    },
    "exact_access": {
      "endpoint": "/mcp/catalogue",
      "tool": "get_publication_record",
      "arguments": {
        "record_id": "VXI-EXT-ICE13-MAF-AGUI-DOTNET-PYTHON-LIFECYCLE-PARITY-01-v1"
      },
      "record_url": "/varexis-index/records/maf-agui-dotnet-python-lifecycle-parity.json",
      "original_mcp_search": false,
      "paid_saved_retrieval": false
    }
  },
  "niche": {
    "niche_id": "ice13-dependency",
    "label": "Dependency/Advisory Reliance Boundaries",
    "classification_id": "dependency",
    "classification_label": "Dependency/Advisory Reliance Boundaries",
    "topic_id": "dependency",
    "buyer_intent": "Refuse cross-language lifecycle parity based on the shared AG-UI name; require supported events and continuation operations for the installed implementation.",
    "comparison_role": "supplementary_discovery"
  },
  "paid_access_note": "The full published answer and boundaries are free. Paid access saves the selected route and source versions, with an unsigned receipt when purchased. Preview coverage before paying. Fresh research, bespoke assessment and protected evidence are excluded.",
  "service_route": {
    "request_guide": "/varexis-index/request.html",
    "request_workflow": "/varexis-index/request-workflow.json",
    "service_id": "single_request",
    "service_routes_url": "/varexis-index/service-routes.json",
    "payment_required": true,
    "availability_endpoint": "/api/index/capabilities",
    "operational_status": "AUTOMATIC_SERVICE_CAPABILITIES_GATED",
    "checkout_url": "/index-access"
  },
  "authority_boundary": "VAREXIS-INDEX informs evidence reliance. It does not provide advice, certification, deployment authority, security assurance, production approval, or guarantee.",
  "human_page": "/varexis-index/catalog.html#maf-agui-dotnet-python-lifecycle-parity",
  "machine_readable_record": "/varexis-index/records/maf-agui-dotnet-python-lifecycle-parity.json"
}