{
 "about": "The two search_layouts requests the agent sent in the clinic re-solve (2026-10-07, Codex CLI 0.160.1, gpt-6-astra, reasoning xhigh) and the results it received, as returned over MCP.",
 "searches": [
  {
   "request": {
    "expectedRevision": "ca771bb0-7088-45fd-a964-341d7c5de302:14",
    "scenarioId": "layout-a-busy-morning-estimates",
    "name": "Linden A \u00b7 up to four reception/nursing staff \u00b7 20 mornings",
    "change": [
     {
      "kind": "parameter",
      "parameter": "receptionists",
      "values": [
       1,
       2,
       3
      ]
     },
     {
      "kind": "parameter",
      "parameter": "nurses",
      "values": [
       1,
       2,
       3
      ]
     }
    ],
    "constraints": {
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       "parameters": [
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       ],
       "max": 4
      }
     ]
    },
    "objective": {
     "measure": "run.cycle.mean",
     "goal": "min"
    },
    "budget": {
     "runs": 20,
     "seed": 20261006,
     "maxCandidates": 9,
     "strategy": "grid",
     "timeLimitSeconds": 600
    },
    "report": [
     "process.time.mean:checkin-wait",
     "process.time.mean:doctor-wait",
     "process.time.mean:payment-wait",
     "zone.occupancy.peak:waiting-demand"
    ],
    "top": 5,
    "save": 1,
    "waitSeconds": 1,
    "operationId": "clinic-four-staff-search-A-20261007-v2"
   },
   "result": {
    "ok": true,
    "persistence": {
     "autosave": {
      "status": "pending"
     },
     "namedLocal": "never"
    },
    "revision": "ca771bb0-7088-45fd-a964-341d7c5de302:15",
    "searchId": "cb2324f3-541e-47e9-8197-54e9a09e7e75",
    "status": "done",
    "progress": {
     "phase": "done",
     "strategy": "grid",
     "candidatesInSpace": 9,
     "tried": 9,
     "rejected": 3,
     "simulated": 6,
     "missedThresholds": 0,
     "elapsedSeconds": 0.37,
     "timeLimitSeconds": 600
    },
    "scenarioId": "layout-a-busy-morning-estimates",
    "runs": 20,
    "seed": 20261006,
    "engineVersion": "process-des-2.7.0",
    "searchVersion": "layout-search-1.0.0",
    "rejections": {
     "max_total": 3
    },
    "rejectionExamples": [
     {
      "values": {
       "receptionists": 2,
       "nurses": 3
      },
      "code": "max_total",
      "message": "receptionists + nurses = 5, over 4."
     }
    ],
    "current": {
     "values": {
      "layout": "current"
     },
     "objective": {
      "measure": "run.cycle.mean",
      "goal": "min",
      "value": 2929.3,
      "low": 2503.36,
      "high": 3355.24
     },
     "measures": {
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      },
      "process.time.mean:checkin-wait": {
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      },
      "process.time.mean:payment-wait": {
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      },
      "zone.occupancy.peak:waiting-demand": {
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       "low": 12.2114,
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      },
      "run.throughput.per_hour": {
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       "low": 6.7485,
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      },
      "run.wait.mean": {
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      "run.distance.total": {
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      "run.completed": {
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      },
      "parameter.receptionists": {
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      },
      "parameter.nurses": {
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      }
     },
     "spaceHash": "fnv1a-04f0cdad"
    },
    "top": [
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       },
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       },
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       },
       "run.wait.mean": {
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       "run.throughput.per_hour": {
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       },
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      },
      "spaceHash": "fnv1a-04f0cdad",
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        }
       }
      }
     },
     {
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       },
       "process.time.mean:payment-wait": {
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       "run.throughput.per_hour": {
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      },
      "vsCurrent": {
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       "process.time.mean:payment-wait": {
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     },
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     },
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       },
       "zone.occupancy.peak:waiting-demand": {
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       },
       "run.throughput.per_hour": {
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       },
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       },
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       },
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       }
      },
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      },
      "spaceHash": "fnv1a-04f0cdad",
      "apply": {
       "update_process_parameters": {
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        "parameters": {
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        }
       }
      }
     }
    ],
    "savedOptions": {
     "current": "9b83e21c-ad96-483f-8c51-489374a79ff7",
     "ranks": {
      "1": "8c8a85e7-894f-4212-aa6a-5edd58a62a66"
     }
    },
    "note": "Best among the candidates searched, with these runs and seeds: not a proven optimum. Candidates differ only in what change lists; everything else is the current model and its assumptions. Saved options are frozen copies: compare_process_options {baselineId: savedOptions.current, candidateId: top[0].savedOptionId} saves a comparison with its HTML and JSON report; nothing in the live layout changed. To use a candidate, send its apply edits (edit_space with the current expectedRevision; update_process_parameters for parameters).",
    "operationId": "clinic-four-staff-search-A-20261007-v2"
   }
  },
  {
   "request": {
    "expectedRevision": "ca771bb0-7088-45fd-a964-341d7c5de302:17",
    "scenarioId": "layout-b-busy-morning",
    "name": "Linden B \u00b7 up to four reception/nursing staff \u00b7 20 mornings",
    "change": [
     {
      "kind": "parameter",
      "parameter": "checkinStaff",
      "values": [
       1,
       2
      ]
     },
     {
      "kind": "parameter",
      "parameter": "paymentStaff",
      "values": [
       1,
       2
      ]
     },
     {
      "kind": "parameter",
      "parameter": "nurses",
      "values": [
       1,
       2
      ]
     }
    ],
    "constraints": {
     "maxTotal": [
      {
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     ]
    },
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    },
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      "code": "max_total",
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       "parameter.checkinStaff": {
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      },
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       },
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       },
       "process.time.mean:doctor-wait": {
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       },
       "process.time.mean:payment-wait": {
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       },
       "zone.occupancy.peak:waiting-demand": {
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       },
       "run.throughput.per_hour": {
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       },
       "run.wait.mean": {
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       },
       "run.distance.total": {
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       },
       "run.completed": {
        "mean": 0,
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       }
      },
      "vsBest": {
       "run.cycle.mean": {
        "mean": 28.8918,
        "low": 12.775,
        "high": 45.0087,
        "withinNoise": false
       }
      },
      "spaceHash": "fnv1a-2e4b6eb4",
      "apply": {
       "update_process_parameters": {
        "id": "layout-b-busy-morning",
        "parameters": {
         "checkinStaff": 1,
         "paymentStaff": 1,
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        }
       }
      }
     }
    ],
    "savedOptions": {
     "current": "6d44f77e-dd6d-472f-9139-f65bf9bffcb5",
     "ranks": {
      "1": "8e9819ad-3fde-4c31-b674-221592a4a138"
     }
    },
    "note": "Best among the candidates searched, with these runs and seeds: not a proven optimum. Candidates differ only in what change lists; everything else is the current model and its assumptions. Saved options are frozen copies: compare_process_options {baselineId: savedOptions.current, candidateId: top[0].savedOptionId} saves a comparison with its HTML and JSON report; nothing in the live layout changed. To use a candidate, send its apply edits (edit_space with the current expectedRevision; update_process_parameters for parameters).",
    "operationId": "clinic-four-staff-search-B-20261007"
   }
  }
 ]
}