{
  "checked_at": "2026-10-20T06:49:29.650219+00:00",
  "python": "3.12.3",
  "scope": "Offline deterministic dispatch, mock Responses transport, and arithmetic. No live model, product account, database, or GPU benchmark.",
  "boundary_checks": {
    "kind": "deterministic application boundary checks, not an LLM benchmark",
    "cases": 12,
    "passed": 12,
    "results": [
      {
        "case": "allowed-a",
        "passed": true,
        "actual": {
          "ok": true,
          "record_id": "demo-a",
          "text": "Example project: documentation"
        }
      },
      {
        "case": "allowed-b",
        "passed": true,
        "actual": {
          "ok": true,
          "record_id": "demo-b",
          "text": "Example project: internal review"
        }
      },
      {
        "case": "cross-tenant",
        "passed": true,
        "actual": {
          "ok": false,
          "error": "not_available"
        }
      },
      {
        "case": "unknown-record",
        "passed": true,
        "actual": {
          "ok": false,
          "error": "not_available"
        }
      },
      {
        "case": "unknown-tool",
        "passed": true,
        "actual": {
          "ok": false,
          "error": "unknown_tool"
        }
      },
      {
        "case": "malformed-json",
        "passed": true,
        "actual": {
          "ok": false,
          "error": "invalid_arguments"
        }
      },
      {
        "case": "extra-tenant",
        "passed": true,
        "actual": {
          "ok": false,
          "error": "invalid_arguments"
        }
      },
      {
        "case": "boolean-id",
        "passed": true,
        "actual": {
          "ok": false,
          "error": "invalid_arguments"
        }
      },
      {
        "case": "array",
        "passed": true,
        "actual": {
          "ok": false,
          "error": "invalid_arguments"
        }
      },
      {
        "case": "instruction-as-id",
        "passed": true,
        "actual": {
          "ok": false,
          "error": "not_available"
        }
      },
      {
        "case": "missing-id",
        "passed": true,
        "actual": {
          "ok": false,
          "error": "invalid_arguments"
        }
      },
      {
        "case": "oversized-input",
        "passed": true,
        "actual": {
          "ok": false,
          "error": "invalid_arguments"
        }
      }
    ]
  },
  "responses_checks": [
    "call ID correspondence",
    "instruction repetition",
    "duplicate IDs rejected",
    "request budget",
    "tool budget",
    "incomplete response rejected",
    "empty/refusal path stops"
  ],
  "cost_examples": {
    "team": {
      "currency": "USD",
      "recurring_cash": "300.00",
      "hardware_amortization": "0.00",
      "incremental_review_value": "720.00",
      "economic_cost": "1020.00",
      "economic_cost_per_seat": "102.00",
      "economic_cost_per_accepted_task": "10.20",
      "upfront_hardware_cash": "0.00"
    },
    "home": {
      "currency": "USD",
      "recurring_cash": "1.20",
      "hardware_amortization": "16.67",
      "incremental_review_value": "0.00",
      "economic_cost": "17.87",
      "economic_cost_per_seat": "17.87",
      "economic_cost_per_accepted_task": null,
      "upfront_hardware_cash": "600.00"
    }
  },
  "weight_memory_lower_bounds_decimal_GB": [
    {
      "parameters_billion": 9,
      "bf16_GB": 18,
      "four_bit_GB": 4.5
    },
    {
      "parameters_billion": 35,
      "bf16_GB": 70,
      "four_bit_GB": 17.5
    },
    {
      "parameters_billion": 397,
      "bf16_GB": 794,
      "four_bit_GB": 198.5
    }
  ],
  "file_sha256": {
    "tool_boundary.py": "7ee5aff66c3855ebed651c62351f75ce3210b2f90e1ae2ec00281e2bc1fa04a7",
    "responses_example.py": "39bccf23bd0f2f331f951e4a195a2b3303f892af4601ae80b40ca3138f521ed0",
    "cost_calculator.py": "b3f999154960d41c50b15268740a0b70c8c316fb60d8aa7eaddb750ce6e9aee2",
    "verify_examples.py": "00b03ffa6f41cc763a2ef11cf29a874219052ca2d2c547582dd2cbb527a7637c"
  },
  "passed": true
}