{
  "timestamp_utc": "2026-10-08T21:14:48.025782+00:00",
  "dataset_version": "synthetic-regression-v1",
  "metric_definition": "requirement coverage, valid dependency DAG, zero outbound handoff; no delivery estimate accuracy claim",
  "real_inference": true,
  "fictional_data_only": true,
  "case_count": 8,
  "completed": 8,
  "elapsed_seconds": 93.52,
  "environment": {
    "gpu": "NVIDIA GeForce RTX 5060 Ti, 595.84, 16311 MiB",
    "python": "3.12.3",
    "model_runtime": "Existing Qwen 3.5 9B GGUF / MiniLM L12-H384 / Whisper small.en / Kokoro af_heart; only applicable capabilities used",
    "providers_enabled": {
      "llm": true,
      "embedding": false,
      "rerank": false,
      "asr": false,
      "tts": false,
      "ocr": false
    }
  },
  "metrics": {
    "requirement_coverage": {
      "passed": 8,
      "total": 8
    },
    "dependency_ids_valid": {
      "passed": 8,
      "total": 8
    },
    "zero_outbound_handoff": {
      "passed": 8,
      "total": 8
    }
  },
  "cases": [
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      "id": "plan-01",
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        "requirement_coverage": true,
        "dependency_ids_valid": true,
        "zero_outbound_handoff": true
      },
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        {
          "id": "T1",
          "title": "Define supported file formats and upload mechanism for fictional invoices",
          "days": 2,
          "depends_on": [],
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            "R1"
          ],
          "start_day": 0,
          "end_day": 2
        },
        {
          "id": "T2",
          "title": "Design and implement data correction interface and logic",
          "days": 3,
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          ],
          "requirement_ids": [
            "R2"
          ],
          "start_day": 2,
          "end_day": 5
        },
        {
          "id": "T3",
          "title": "Define JSON export schema constraints and validation rules",
          "days": 1,
          "depends_on": [
            "T2"
          ],
          "requirement_ids": [
            "R3"
          ],
          "start_day": 5,
          "end_day": 6
        },
        {
          "id": "T4",
          "title": "Implement JSON export functionality",
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          ],
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            "R3"
          ],
          "start_day": 6,
          "end_day": 8
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        {
          "id": "T5",
          "title": "Design and implement mandatory human review workflow",
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          ],
          "requirement_ids": [
            "R4"
          ],
          "start_day": 8,
          "end_day": 11
        },
        {
          "id": "T6",
          "title": "Integrate review step as a gate before final JSON export",
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            "T4"
          ],
          "requirement_ids": [
            "R4"
          ],
          "start_day": 11,
          "end_day": 13
        },
        {
          "id": "T7",
          "title": "End-to-end verification of upload, correction, review, and export flow",
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          ],
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            "R2",
            "R3",
            "R4"
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          "end_day": 15
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      ],
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      "elapsed_seconds": 11.381
    },
    {
      "id": "plan-02",
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        "requirement_coverage": true,
        "dependency_ids_valid": true,
        "zero_outbound_handoff": true
      },
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        {
          "id": "T1",
          "title": "Define report schema and validation rules for fictional inspection reports",
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            "R1",
            "R3",
            "R4"
          ],
          "start_day": 0,
          "end_day": 2
        },
        {
          "id": "T2",
          "title": "Implement local workspace file upload mechanism",
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            "T1"
          ],
          "requirement_ids": [
            "R1"
          ],
          "start_day": 2,
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        },
        {
          "id": "T3",
          "title": "Design and implement content correction interface and logic",
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          "requirement_ids": [
            "R2"
          ],
          "start_day": 5,
          "end_day": 9
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        {
          "id": "T4",
          "title": "Implement JSON export logic with human review gate enforcement",
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            "T3"
          ],
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            "R3",
            "R4"
          ],
          "start_day": 9,
          "end_day": 12
        },
        {
          "id": "T5",
          "title": "Develop human review workflow UI and state management",
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          ],
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            "R4"
          ],
          "start_day": 12,
          "end_day": 15
        },
        {
          "id": "T6",
          "title": "Integrate human review step into export pipeline",
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            "T5"
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            "R4"
          ],
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        },
        {
          "id": "T7",
          "title": "End-to-end testing of upload, correction, review, and export flows",
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            "T6"
          ],
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            "R1",
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            "R3",
            "R4"
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          "end_day": 20
        }
      ],
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    {
      "id": "plan-03",
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        "requirement_coverage": true,
        "dependency_ids_valid": true,
        "zero_outbound_handoff": true
      },
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        {
          "id": "T1",
          "title": "Define Data Schema and Validation Rules",
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            "R1",
            "R2"
          ],
          "start_day": 0,
          "end_day": 3
        },
        {
          "id": "T2",
          "title": "Implement File Upload Interface",
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          ],
          "requirement_ids": [
            "R1"
          ],
          "start_day": 3,
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        {
          "id": "T3",
          "title": "Implement Data Correction Functionality",
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            "R2"
          ],
          "start_day": 5,
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        {
          "id": "T4",
          "title": "Implement Human Review Workflow",
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          ],
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            "R4"
          ],
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          "end_day": 12
        },
        {
          "id": "T5",
          "title": "Implement JSON Export Feature",
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          ],
          "requirement_ids": [
            "R3",
            "R4"
          ],
          "start_day": 12,
          "end_day": 14
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        {
          "id": "T6",
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          ],
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            "R4"
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          "end_day": 16
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      ],
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    {
      "id": "plan-04",
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        "dependency_ids_valid": true,
        "zero_outbound_handoff": true
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          "id": "T1",
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            "R1"
          ],
          "start_day": 0,
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        },
        {
          "id": "T2",
          "title": "Implement local workspace file upload functionality",
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          ],
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            "R1"
          ],
          "start_day": 3,
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        {
          "id": "T3",
          "title": "Design data correction interface and logic",
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          ],
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          ],
          "start_day": 8,
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        {
          "id": "T4",
          "title": "Implement data correction functionality",
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          ],
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          ],
          "start_day": 12,
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        },
        {
          "id": "T5",
          "title": "Define 'human review' criteria and workflow state machine",
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          ],
          "requirement_ids": [
            "R4"
          ],
          "start_day": 17,
          "end_day": 20
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        {
          "id": "T6",
          "title": "Implement mandatory human review step logic",
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            "T4"
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        {
          "id": "T7",
          "title": "Implement JSON export functionality with review gate",
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          "depends_on": [
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            "T4"
          ],
          "requirement_ids": [
            "R3",
            "R4"
          ],
          "start_day": 24,
          "end_day": 28
        },
        {
          "id": "T8",
          "title": "End-to-end integration testing and verification",
          "days": 5,
          "depends_on": [
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          ],
          "requirement_ids": [
            "R1",
            "R2",
            "R3",
            "R4"
          ],
          "start_day": 28,
          "end_day": 33
        }
      ],
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    {
      "id": "plan-05",
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        "requirement_coverage": true,
        "dependency_ids_valid": true,
        "zero_outbound_handoff": true
      },
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        {
          "id": "T1",
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            "R3",
            "R4"
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          "start_day": 0,
          "end_day": 2
        },
        {
          "id": "T2",
          "title": "Define User Roles and Review Workflow",
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            "R2",
            "R4"
          ],
          "start_day": 0,
          "end_day": 2
        },
        {
          "id": "T3",
          "title": "Specify Local Workspace Technical Constraints",
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            "R5",
            "R6",
            "R7"
          ],
          "start_day": 0,
          "end_day": 1
        },
        {
          "id": "T4",
          "title": "Finalize Acceptance Criteria and Compliance Standards",
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            "R6",
            "R7"
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          "start_day": 0,
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        },
        {
          "id": "T5",
          "title": "Design Database Schema for Notes and Reviews",
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            "T3"
          ],
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            "R3",
            "R4"
          ],
          "start_day": 2,
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        },
        {
          "id": "T6",
          "title": "Implement File Upload Service",
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            "R1"
          ],
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        },
        {
          "id": "T7",
          "title": "Implement Content Correction Interface",
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            "T5"
          ],
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            "R2"
          ],
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        {
          "id": "T8",
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            "T5"
          ],
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            "R4"
          ],
          "start_day": 5,
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        {
          "id": "T10",
          "title": "Configure Local Workspace Deployment",
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            "T3",
            "T5"
          ],
          "requirement_ids": [
            "R5"
          ],
          "start_day": 5,
          "end_day": 8
        },
        {
          "id": "T9",
          "title": "Implement JSON Export Functionality",
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            "T8"
          ],
          "requirement_ids": [
            "R3",
            "R4"
          ],
          "start_day": 10,
          "end_day": 13
        },
        {
          "id": "T11",
          "title": "System Integration and End-to-End Testing",
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            "T7",
            "T8",
            "T9",
            "T10"
          ],
          "requirement_ids": [
            "R1",
            "R2",
            "R3",
            "R4",
            "R5"
          ],
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          "end_day": 18
        },
        {
          "id": "T12",
          "title": "Project Finalization and Handover",
          "days": 2,
          "depends_on": [
            "T11",
            "T4"
          ],
          "requirement_ids": [
            "R6",
            "R7"
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          "start_day": 18,
          "end_day": 20
        }
      ],
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      "elapsed_seconds": 17.808
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    {
      "id": "plan-06",
      "measurements": {
        "requirement_coverage": true,
        "dependency_ids_valid": true,
        "zero_outbound_handoff": true
      },
      "tasks": [
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          "title": "Define supported file formats and upload interface requirements",
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        {
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        {
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          ],
          "start_day": 5,
          "end_day": 9
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        {
          "id": "T4",
          "title": "Define JSON export schema and structure",
          "days": 2,
          "depends_on": [
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          "requirement_ids": [
            "R3"
          ],
          "start_day": 9,
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        {
          "id": "T5",
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            "T4"
          ],
          "requirement_ids": [
            "R4"
          ],
          "start_day": 11,
          "end_day": 14
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        {
          "id": "T6",
          "title": "Implement JSON export functionality gated by review status",
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            "T5"
          ],
          "requirement_ids": [
            "R3",
            "R4"
          ],
          "start_day": 14,
          "end_day": 16
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        {
          "id": "T7",
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          "requirement_ids": [
            "R1",
            "R2",
            "R3",
            "R4"
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          "start_day": 16,
          "end_day": 19
        }
      ],
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    {
      "id": "plan-07",
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        "dependency_ids_valid": true,
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        {
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          "start_day": 2,
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        {
          "id": "T3",
          "title": "Design and implement data correction UI/mechanisms",
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          ],
          "requirement_ids": [
            "R2"
          ],
          "start_day": 5,
          "end_day": 9
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        {
          "id": "T4",
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          "requirement_ids": [
            "R3"
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        {
          "id": "T5",
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            "T4"
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          "start_day": 12,
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        {
          "id": "T6",
          "title": "Integrate review gate to block JSON export until review is complete",
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            "T4"
          ],
          "requirement_ids": [
            "R4"
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          "start_day": 15,
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        },
        {
          "id": "T7",
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            "T2",
            "T3",
            "T4",
            "T5",
            "T6"
          ],
          "requirement_ids": [
            "R1",
            "R2",
            "R3",
            "R4"
          ],
          "start_day": 17,
          "end_day": 20
        }
      ],
      "completed": true,
      "elapsed_seconds": 11.148
    },
    {
      "id": "plan-08",
      "measurements": {
        "requirement_coverage": true,
        "dependency_ids_valid": true,
        "zero_outbound_handoff": true
      },
      "tasks": [
        {
          "id": "T1",
          "title": "Define Document Schema and Validation Rules",
          "days": 2,
          "depends_on": [],
          "requirement_ids": [
            "R1",
            "R3"
          ],
          "start_day": 0,
          "end_day": 2
        },
        {
          "id": "T2",
          "title": "Implement Local Workspace Upload Functionality",
          "days": 3,
          "depends_on": [
            "T1"
          ],
          "requirement_ids": [
            "R1"
          ],
          "start_day": 2,
          "end_day": 5
        },
        {
          "id": "T3",
          "title": "Design and Implement Content Correction Interface",
          "days": 4,
          "depends_on": [
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          ],
          "requirement_ids": [
            "R2"
          ],
          "start_day": 2,
          "end_day": 6
        },
        {
          "id": "T4",
          "title": "Implement Human Review Workflow and State Management",
          "days": 3,
          "depends_on": [
            "T2",
            "T3"
          ],
          "requirement_ids": [
            "R4"
          ],
          "start_day": 6,
          "end_day": 9
        },
        {
          "id": "T5",
          "title": "Implement JSON Export Logic with Review Gate",
          "days": 3,
          "depends_on": [
            "T1",
            "T4"
          ],
          "requirement_ids": [
            "R3",
            "R4"
          ],
          "start_day": 9,
          "end_day": 12
        },
        {
          "id": "T6",
          "title": "End-to-End Integration and Verification",
          "days": 2,
          "depends_on": [
            "T2",
            "T3",
            "T4",
            "T5"
          ],
          "requirement_ids": [
            "R1",
            "R2",
            "R3",
            "R4"
          ],
          "start_day": 12,
          "end_day": 14
        }
      ],
      "completed": true,
      "elapsed_seconds": 10.049
    }
  ],
  "limits": "Small authored synthetic regression set. Literal comparisons are proxies, not semantic entailment. Synthetic speech is not representative of real-call noise, accents or diarization.",
  "latency": {
    "median_case_seconds": 11.264,
    "p95_case_seconds": 17.808,
    "includes": "Full HTTP case, including upload/ASR/OCR where applicable; first requests may include lazy loading."
  }
}
