{
  "artifactVersion": "1.0.0",
  "status": "verified",
  "evidenceLevel": "verified",
  "title": "Does Fiber improve agent reliability on a multi-step Stripe catalog workflow?",
  "hypothesis": "Using the same model and Stripe transport, Fiber's reviewed workflow interface will improve end-to-end completion and reduce tool calls, argument errors, and unsafe cleanup behavior compared with a literal one-operation-per-tool interface.",
  "protocol": {
    "taskCount": 5,
    "repetitionsPerTaskAndSurface": 5,
    "pairedRuns": 25,
    "totalTrials": 50,
    "literalToolCount": 9,
    "fiberToolCount": 1,
    "temperature": 0,
    "reasoningEffort": "none"
  },
  "publicationGate": {
    "passed": true,
    "message": "The preregistered evidence gate passed. Every paired trial, exact model identifier, schema digest, redacted trace, and final cleanup state was verified before publication."
  },
  "result": {
    "model": "qwen3.5:27b-q4_k_m-262k",
    "literal": {
      "surfaceId": "literal-stripe",
      "runs": 25,
      "passed": 24,
      "completionRate": 0.96,
      "toolCalls": 292,
      "argumentErrors": 0,
      "apiErrors": 33,
      "retries": 0,
      "inputTokens": 957238,
      "outputTokens": 36868,
      "costUsd": 0,
      "latencyMs": 1326971,
      "remediationRuns": 1,
      "confirmationCorrectRuns": 25
    },
    "fiber": {
      "surfaceId": "fiber-stripe",
      "runs": 25,
      "passed": 25,
      "completionRate": 1,
      "toolCalls": 25,
      "argumentErrors": 0,
      "apiErrors": 0,
      "retries": 0,
      "inputTokens": 39180,
      "outputTokens": 8425,
      "costUsd": 0,
      "latencyMs": 343415,
      "remediationRuns": 0,
      "confirmationCorrectRuns": 25
    }
  },
  "dataset": {
    "schemaVersion": "1.0.0",
    "description": "Sanitized per-trial measurements from the verified paired Stripe benchmark. Stripe object IDs, model responses, and request traces are excluded.",
    "trials": [
      {
        "taskId": "stripe-catalog-049",
        "repetition": 1,
        "surfaceId": "fiber-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 1,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 1562,
        "outputTokens": 339,
        "totalTokens": 1901,
        "latencyMs": 14183,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-049",
        "repetition": 1,
        "surfaceId": "literal-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 13,
        "argumentErrors": 0,
        "apiErrors": 2,
        "apiErrorMessages": [
          "Payment Links cannot include deleted or archived prices.",
          "Payment Links cannot include a price with an inactive product."
        ],
        "inputTokens": 44034,
        "outputTokens": 1678,
        "totalTokens": 45712,
        "latencyMs": 60067,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-049",
        "repetition": 2,
        "surfaceId": "literal-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 13,
        "argumentErrors": 0,
        "apiErrors": 2,
        "apiErrorMessages": [
          "Payment Links cannot include deleted or archived prices.",
          "Payment Links cannot include a price with an inactive product."
        ],
        "inputTokens": 43972,
        "outputTokens": 1496,
        "totalTokens": 45468,
        "latencyMs": 54395,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-049",
        "repetition": 2,
        "surfaceId": "fiber-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 1,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 1561,
        "outputTokens": 330,
        "totalTokens": 1891,
        "latencyMs": 13521,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-049",
        "repetition": 3,
        "surfaceId": "fiber-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 1,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 1561,
        "outputTokens": 319,
        "totalTokens": 1880,
        "latencyMs": 13192,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-049",
        "repetition": 3,
        "surfaceId": "literal-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 13,
        "argumentErrors": 0,
        "apiErrors": 2,
        "apiErrorMessages": [
          "Payment Links cannot include deleted or archived prices.",
          "Payment Links cannot include a price with an inactive product."
        ],
        "inputTokens": 43981,
        "outputTokens": 1684,
        "totalTokens": 45665,
        "latencyMs": 60766,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-049",
        "repetition": 4,
        "surfaceId": "literal-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 12,
        "argumentErrors": 0,
        "apiErrors": 1,
        "apiErrorMessages": [
          "Payment Links cannot include deleted or archived prices."
        ],
        "inputTokens": 40148,
        "outputTokens": 1546,
        "totalTokens": 41694,
        "latencyMs": 55477,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-049",
        "repetition": 4,
        "surfaceId": "fiber-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 1,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 1561,
        "outputTokens": 331,
        "totalTokens": 1892,
        "latencyMs": 13632,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-049",
        "repetition": 5,
        "surfaceId": "fiber-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 1,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 1563,
        "outputTokens": 340,
        "totalTokens": 1903,
        "latencyMs": 13715,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-049",
        "repetition": 5,
        "surfaceId": "literal-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 13,
        "argumentErrors": 0,
        "apiErrors": 2,
        "apiErrorMessages": [
          "Payment Links cannot include deleted or archived prices.",
          "Payment Links cannot include a price with an inactive product."
        ],
        "inputTokens": 44158,
        "outputTokens": 1683,
        "totalTokens": 45841,
        "latencyMs": 60763,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-099",
        "repetition": 1,
        "surfaceId": "literal-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 9,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 28068,
        "outputTokens": 1078,
        "totalTokens": 29146,
        "latencyMs": 39913,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-099",
        "repetition": 1,
        "surfaceId": "fiber-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 1,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 1563,
        "outputTokens": 335,
        "totalTokens": 1898,
        "latencyMs": 13555,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-099",
        "repetition": 2,
        "surfaceId": "fiber-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 1,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 1559,
        "outputTokens": 330,
        "totalTokens": 1889,
        "latencyMs": 13411,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-099",
        "repetition": 2,
        "surfaceId": "literal-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 9,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 28040,
        "outputTokens": 1079,
        "totalTokens": 29119,
        "latencyMs": 39831,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-099",
        "repetition": 3,
        "surfaceId": "literal-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 9,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 27987,
        "outputTokens": 1069,
        "totalTokens": 29056,
        "latencyMs": 39446,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-099",
        "repetition": 3,
        "surfaceId": "fiber-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 1,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 1561,
        "outputTokens": 332,
        "totalTokens": 1893,
        "latencyMs": 13644,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-099",
        "repetition": 4,
        "surfaceId": "fiber-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 1,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 1560,
        "outputTokens": 332,
        "totalTokens": 1892,
        "latencyMs": 13725,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-099",
        "repetition": 4,
        "surfaceId": "literal-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 13,
        "argumentErrors": 0,
        "apiErrors": 2,
        "apiErrorMessages": [
          "Payment Links cannot include deleted or archived prices.",
          "Payment Links cannot include a price with an inactive product."
        ],
        "inputTokens": 44062,
        "outputTokens": 1706,
        "totalTokens": 45768,
        "latencyMs": 60290,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-099",
        "repetition": 5,
        "surfaceId": "literal-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 13,
        "argumentErrors": 0,
        "apiErrors": 2,
        "apiErrorMessages": [
          "Payment Links cannot include deleted or archived prices.",
          "Payment Links cannot include a price with an inactive product."
        ],
        "inputTokens": 44298,
        "outputTokens": 1575,
        "totalTokens": 45873,
        "latencyMs": 55491,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-099",
        "repetition": 5,
        "surfaceId": "fiber-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 1,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 1565,
        "outputTokens": 337,
        "totalTokens": 1902,
        "latencyMs": 13267,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-200",
        "repetition": 1,
        "surfaceId": "literal-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 13,
        "argumentErrors": 0,
        "apiErrors": 2,
        "apiErrorMessages": [
          "Payment Links cannot include deleted or archived prices.",
          "Payment Links cannot include a price with an inactive product."
        ],
        "inputTokens": 44220,
        "outputTokens": 1694,
        "totalTokens": 45914,
        "latencyMs": 59941,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-200",
        "repetition": 1,
        "surfaceId": "fiber-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 1,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 1564,
        "outputTokens": 333,
        "totalTokens": 1897,
        "latencyMs": 13379,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-200",
        "repetition": 2,
        "surfaceId": "fiber-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 1,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 1563,
        "outputTokens": 336,
        "totalTokens": 1899,
        "latencyMs": 13598,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-200",
        "repetition": 2,
        "surfaceId": "literal-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 13,
        "argumentErrors": 0,
        "apiErrors": 2,
        "apiErrorMessages": [
          "Payment Links cannot include deleted or archived prices.",
          "Payment Links cannot include a price with an inactive product."
        ],
        "inputTokens": 44459,
        "outputTokens": 1700,
        "totalTokens": 46159,
        "latencyMs": 60857,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-200",
        "repetition": 3,
        "surfaceId": "literal-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 13,
        "argumentErrors": 0,
        "apiErrors": 2,
        "apiErrorMessages": [
          "Payment Links cannot include deleted or archived prices.",
          "Payment Links cannot include a price with an inactive product."
        ],
        "inputTokens": 44163,
        "outputTokens": 1700,
        "totalTokens": 45863,
        "latencyMs": 59866,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-200",
        "repetition": 3,
        "surfaceId": "fiber-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 1,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 1568,
        "outputTokens": 329,
        "totalTokens": 1897,
        "latencyMs": 13601,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-200",
        "repetition": 4,
        "surfaceId": "fiber-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 1,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 1565,
        "outputTokens": 339,
        "totalTokens": 1904,
        "latencyMs": 13583,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-200",
        "repetition": 4,
        "surfaceId": "literal-stripe",
        "passed": false,
        "status": "completed",
        "toolCalls": 13,
        "argumentErrors": 0,
        "apiErrors": 2,
        "apiErrorMessages": [
          "Payment Links cannot include deleted or archived prices.",
          "Payment Links cannot include a price with an inactive product."
        ],
        "inputTokens": 44872,
        "outputTokens": 1785,
        "totalTokens": 46657,
        "latencyMs": 63109,
        "remediationPerformed": true,
        "cleanup": {
          "product": "inactive",
          "price": "not_created",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-200",
        "repetition": 5,
        "surfaceId": "literal-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 13,
        "argumentErrors": 0,
        "apiErrors": 2,
        "apiErrorMessages": [
          "Payment Links cannot include deleted or archived prices.",
          "Payment Links cannot include a price with an inactive product."
        ],
        "inputTokens": 43932,
        "outputTokens": 1652,
        "totalTokens": 45584,
        "latencyMs": 57999,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-200",
        "repetition": 5,
        "surfaceId": "fiber-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 1,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 1567,
        "outputTokens": 330,
        "totalTokens": 1897,
        "latencyMs": 13521,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-350",
        "repetition": 1,
        "surfaceId": "literal-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 13,
        "argumentErrors": 0,
        "apiErrors": 2,
        "apiErrorMessages": [
          "Payment Links cannot include deleted or archived prices.",
          "Payment Links cannot include a price with an inactive product."
        ],
        "inputTokens": 44080,
        "outputTokens": 1697,
        "totalTokens": 45777,
        "latencyMs": 61539,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-350",
        "repetition": 1,
        "surfaceId": "fiber-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 1,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 1567,
        "outputTokens": 341,
        "totalTokens": 1908,
        "latencyMs": 13744,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-350",
        "repetition": 2,
        "surfaceId": "fiber-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 1,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 1565,
        "outputTokens": 362,
        "totalTokens": 1927,
        "latencyMs": 14273,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-350",
        "repetition": 2,
        "surfaceId": "literal-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 13,
        "argumentErrors": 0,
        "apiErrors": 2,
        "apiErrorMessages": [
          "Payment Links cannot include deleted or archived prices.",
          "Payment Links cannot include a price with an inactive product."
        ],
        "inputTokens": 43861,
        "outputTokens": 1683,
        "totalTokens": 45544,
        "latencyMs": 59835,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-350",
        "repetition": 3,
        "surfaceId": "literal-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 13,
        "argumentErrors": 0,
        "apiErrors": 2,
        "apiErrorMessages": [
          "Payment Links cannot include deleted or archived prices.",
          "Payment Links cannot include a price with an inactive product."
        ],
        "inputTokens": 44158,
        "outputTokens": 1554,
        "totalTokens": 45712,
        "latencyMs": 55450,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-350",
        "repetition": 3,
        "surfaceId": "fiber-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 1,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 1567,
        "outputTokens": 328,
        "totalTokens": 1895,
        "latencyMs": 13331,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-350",
        "repetition": 4,
        "surfaceId": "fiber-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 1,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 1567,
        "outputTokens": 341,
        "totalTokens": 1908,
        "latencyMs": 13515,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-350",
        "repetition": 4,
        "surfaceId": "literal-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 13,
        "argumentErrors": 0,
        "apiErrors": 2,
        "apiErrorMessages": [
          "Payment Links cannot include deleted or archived prices.",
          "Payment Links cannot include a price with an inactive product."
        ],
        "inputTokens": 44109,
        "outputTokens": 1705,
        "totalTokens": 45814,
        "latencyMs": 59416,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-350",
        "repetition": 5,
        "surfaceId": "literal-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 13,
        "argumentErrors": 0,
        "apiErrors": 2,
        "apiErrorMessages": [
          "Payment Links cannot include deleted or archived prices.",
          "Payment Links cannot include a price with an inactive product."
        ],
        "inputTokens": 44141,
        "outputTokens": 1692,
        "totalTokens": 45833,
        "latencyMs": 61177,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-350",
        "repetition": 5,
        "surfaceId": "fiber-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 1,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 1569,
        "outputTokens": 366,
        "totalTokens": 1935,
        "latencyMs": 15091,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-1250",
        "repetition": 1,
        "surfaceId": "literal-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 9,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 14599,
        "outputTokens": 1017,
        "totalTokens": 15616,
        "latencyMs": 39197,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-1250",
        "repetition": 1,
        "surfaceId": "fiber-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 1,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 1581,
        "outputTokens": 342,
        "totalTokens": 1923,
        "latencyMs": 14356,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-1250",
        "repetition": 2,
        "surfaceId": "fiber-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 1,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 1582,
        "outputTokens": 340,
        "totalTokens": 1922,
        "latencyMs": 14030,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-1250",
        "repetition": 2,
        "surfaceId": "literal-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 9,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 27991,
        "outputTokens": 1101,
        "totalTokens": 29092,
        "latencyMs": 41211,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-1250",
        "repetition": 3,
        "surfaceId": "literal-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 9,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 27969,
        "outputTokens": 1127,
        "totalTokens": 29096,
        "latencyMs": 41588,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-1250",
        "repetition": 3,
        "surfaceId": "fiber-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 1,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 1581,
        "outputTokens": 339,
        "totalTokens": 1920,
        "latencyMs": 14054,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-1250",
        "repetition": 4,
        "surfaceId": "fiber-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 1,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 1578,
        "outputTokens": 339,
        "totalTokens": 1917,
        "latencyMs": 14057,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-1250",
        "repetition": 4,
        "surfaceId": "literal-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 9,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 27982,
        "outputTokens": 1095,
        "totalTokens": 29077,
        "latencyMs": 40338,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-1250",
        "repetition": 5,
        "surfaceId": "literal-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 9,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 27954,
        "outputTokens": 1072,
        "totalTokens": 29026,
        "latencyMs": 39009,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      },
      {
        "taskId": "stripe-catalog-1250",
        "repetition": 5,
        "surfaceId": "fiber-stripe",
        "passed": true,
        "status": "completed",
        "toolCalls": 1,
        "argumentErrors": 0,
        "apiErrors": 0,
        "apiErrorMessages": [],
        "inputTokens": 1580,
        "outputTokens": 335,
        "totalTokens": 1915,
        "latencyMs": 13437,
        "remediationPerformed": false,
        "cleanup": {
          "product": "inactive",
          "price": "inactive",
          "paymentLink": "inactive"
        }
      }
    ]
  },
  "provenance": {
    "protocol": "benchmarks/stripe/case-study.json",
    "sourceManifest": "benchmarks/stripe/source-manifest.json",
    "evidenceGeneratedAt": "2026-08-31T03:11:00.852Z",
    "protocolDigest": "1529b4c07f25b420d75718d0be0c0af1b06a5724c3fdc5a9c98efbd8489a8799",
    "taskDigest": "f0336dc11a3988068afdb08f01eaba00fe59468bad702e2145e606a0b0614df9",
    "literalToolSchemaDigest": "69e676c7efe8f2fee5ab59ad7cec82bd988125375f5dba5d0754aed1dc177a20",
    "fiberToolSchemaDigest": "c3787d02e4b189be8be14c2c06c075b23bf5bf8531d6f66f164f3cd7542026e6"
  }
}