[
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    {
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    },
    {
        "log_id": "715fefba-5f7",
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        "details": "Edited upgrade for Acer server",
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    {
        "log_id": "7c799620-104",
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    {
        "log_id": "55ab54cd-717",
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    {
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    {
        "log_id": "78194a45-0cb",
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        "details": "Deleted upgrade for Test-PC",
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    {
        "log_id": "5885cdb7-48e",
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    {
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    {
        "log_id": "6972e435-bd3",
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    {
        "log_id": "8a3fa785-7c9",
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        "details": "Edited machine: HP 800G1 SSF",
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            "recommended_service": "\ud83d\udd27 Service & Thermal Paste",
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    },
    {
        "log_id": "ac7c8754-a33",
        "timestamp": "2026-02-06T09:40:15.774334",
        "action": "EDIT",
        "entity_type": "MACHINE",
        "entity_id": "MHA-379fe2ec",
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    {
        "log_id": "3cdfd2dd-f31",
        "timestamp": "2026-02-06T09:40:45.203405",
        "action": "EDIT",
        "entity_type": "MACHINE",
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        "details": "Edited machine: Lenovo MSERIES",
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    {
        "log_id": "4c69594d-68a",
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        "action": "RECALCULATE",
        "entity_type": "SYSTEM",
        "entity_id": "ALL_MACHINES",
        "details": "Recalculated health scores for 32 machines",
        "user": "System",
        "state_data": null
    },
    {
        "log_id": "98ec9237-556",
        "timestamp": "2026-02-06T10:12:38.155607",
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        "entity_id": "MHA-6213fafa",
        "details": "Edited machine: Lenovo MSERIES",
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            "assigned_to": "Gladwell",
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            "recommended_service": "\u2705 Recently serviced",
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            "service_done": true,
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    {
        "log_id": "6b864b51-a77",
        "timestamp": "2026-02-06T10:16:56.030685",
        "action": "EDIT",
        "entity_type": "UPGRADE",
        "entity_id": "ed61bcd1",
        "details": "Edited upgrade for lLenovo Mseries ",
        "user": "System",
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    },
    {
        "log_id": "249f6489-aad",
        "timestamp": "2026-02-06T10:17:12.522911",
        "action": "EDIT",
        "entity_type": "UPGRADE",
        "entity_id": "2d33a98a",
        "details": "Edited upgrade for HPCOMPAQ 6200 SSF",
        "user": "System",
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    },
    {
        "log_id": "74a155f3-23e",
        "timestamp": "2026-02-06T10:18:07.979984",
        "action": "EDIT",
        "entity_type": "UPGRADE",
        "entity_id": "9c8946b3",
        "details": "Edited upgrade for HP 800G1 SSF",
        "user": "System",
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    },
    {
        "log_id": "63aea257-307",
        "timestamp": "2026-02-06T10:18:23.669025",
        "action": "EDIT",
        "entity_type": "UPGRADE",
        "entity_id": "692208fd",
        "details": "Edited upgrade for Lenovo MSERIES",
        "user": "System",
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    },
    {
        "log_id": "a14c15b4-ec5",
        "timestamp": "2026-02-06T10:18:45.178336",
        "action": "EDIT",
        "entity_type": "UPGRADE",
        "entity_id": "0a72a028",
        "details": "Edited upgrade for Lenovo MSERIES",
        "user": "System",
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    },
    {
        "log_id": "bb2dc9dc-cdf",
        "timestamp": "2026-02-06T10:20:35.665817",
        "action": "ADD",
        "entity_type": "USER",
        "entity_id": "USR-bd35ae",
        "details": "Added user: Office laptop Nakuru at Nakuru",
        "user": "System",
        "state_data": null
    },
    {
        "log_id": "6be60dac-67d",
        "timestamp": "2026-02-06T10:36:15.508511",
        "action": "ADD",
        "entity_type": "MACHINE",
        "entity_id": "MHA-5b2ec40d",
        "details": "Added machine: Hp 850 g1  assigned to Office laptop Nakuru",
        "user": "System",
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            "computer_name": "Hp 850 g1 ",
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            "monitor_size": "",
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        "log_id": "672b7d50-cb8",
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        "action": "ADD",
        "entity_type": "USER",
        "entity_id": "USR-78cc1c",
        "details": "Added user: Office laptop Eldoret at Eldoret",
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    },
    {
        "log_id": "d2f9902e-05d",
        "timestamp": "2026-02-06T10:41:39.040591",
        "action": "ADD",
        "entity_type": "MACHINE",
        "entity_id": "MHA-ed67c5c4",
        "details": "Added machine: Hp 850 g1  assigned to Office laptop Eldoret",
        "user": "System",
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            "machine_code": "MHA-ed67c5c4",
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            "screen_size": "13.3",
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            "recommended_service": "\u2705 Recently serviced",
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            "service_recommendations_detailed": []
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    {
        "log_id": "8c2608f4-57e",
        "timestamp": "2026-02-06T11:04:15.972420",
        "action": "EDIT",
        "entity_type": "UPGRADE",
        "entity_id": "57bf90af",
        "details": "Edited upgrade for Acer server",
        "user": "System",
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    },
    {
        "log_id": "73751248-035",
        "timestamp": "2026-02-06T18:08:57.124726",
        "action": "ADD",
        "entity_type": "MACHINE",
        "entity_id": "MHA-d5e14f5c",
        "details": "Added machine: HP Probook 470 G2 assigned to Test User",
        "user": "System",
        "state_data": {
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            "monitor_size": "",
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            "replacement": "No",
            "health_score": 65,
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            "backup_category": "Single Point Failure",
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                    "title": "\ud83d\udcbe HDD \u2192 SSD",
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                    ]
                }
            ],
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    {
        "log_id": "c3c9ea11-5c7",
        "timestamp": "2026-02-06T18:09:29.759230",
        "action": "DELETE",
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        "entity_id": "MHA-d5e14f5c",
        "details": "Deleted machine: HP Probook 470 G2",
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    },
    {
        "log_id": "3a489934-483",
        "timestamp": "2026-02-06T18:10:58.366500",
        "action": "ADD",
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        "details": "Added machine: HP Probook 470 G2 assigned to Test User",
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            "monitor_size": "",
            "screen_size": "17",
            "battery_health": "Fair",
            "backup_status": "No",
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            "machine_location": "HQ Nairobi",
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            "last_checked": "2026-02-06",
            "next_service": "2026-06-06",
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            "recommended_upgrades": "\ud83d\udcbe HDD \u2192 SSD Upgrade | \ud83e\udde0 RAM Upgrade (\u22658GB)",
            "replacement": "No",
            "health_score": 50,
            "lifecycle": "Aging",
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            "health": "Alarming",
            "backup_category": "Single Point Failure",
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            "recommended_service": "\u2705 Recently serviced",
            "recommendations_detailed": [
                {
                    "title": "\ud83d\udcbe HDD \u2192 SSD",
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                        "Smoother overall performance"
                    ]
                },
                {
                    "title": "\ud83e\udde0 RAM Upgrade (\u22658GB)",
                    "details": [
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            ],
            "service_recommendations_detailed": []
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    },
    {
        "log_id": "bb761163-342",
        "timestamp": "2026-02-06T18:15:04.896832",
        "action": "ADD",
        "entity_type": "UPGRADE",
        "entity_id": "MHA-a2ae7f68",
        "details": "Upgraded HP Probook 470 G2 - RAM: Yes, Storage: Yes",
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        "state_data": {
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    },
    {
        "log_id": "3678ef4f-bd1",
        "timestamp": "2026-02-06T22:38:09.665179",
        "action": "ADD",
        "entity_type": "UPGRADE",
        "entity_id": "MHA-0f40bfe6",
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            "new_ram": "24GB",
            "storage_upgraded": "Yes",
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            "technician": "JOSEPH",
            "signature": "THK",
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    },
    {
        "log_id": "eb57bcf4-7cc",
        "timestamp": "2026-02-07T12:03:57.608416",
        "action": "EDIT",
        "entity_type": "MACHINE",
        "entity_id": "MHA-98c1fca7",
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            "recommended_service": "\u2705 Recently serviced",
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            "status": "Active",
            "service_done": true,
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            "monitor_size": "20 Wide",
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    },
    {
        "log_id": "bbeb4a0f-1de",
        "timestamp": "2026-02-07T21:53:47.186571",
        "action": "ADD_BATCH",
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        "entity_id": "BATCH",
        "details": "Batch added 5 upgrades",
        "user": "System",
        "state_data": null
    },
    {
        "log_id": "45158cf3-817",
        "timestamp": "2026-02-16T16:12:18.904143",
        "action": "ADD",
        "entity_type": "UPGRADE",
        "entity_id": "MHA-02532d92",
        "details": "Upgraded Lenovo MSERIES - RAM: No, Storage: No",
        "user": "System",
        "state_data": {
            "upgrade_id": "7d6e6e2f",
            "machine_code": "MHA-02532d92",
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            "original_ram": "8GB",
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            "new_storage": "2.5 SSD",
            "includes_service": "yes",
            "backup_verified": "Yes",
            "upgrade_cost": "",
            "technician": "JOSEPH",
            "signature": "THK",
            "notes": "great condition"
        }
    },
    {
        "log_id": "90a966d8-709",
        "timestamp": "2026-02-16T16:16:47.022181",
        "action": "ADD",
        "entity_type": "UPGRADE",
        "entity_id": "MHA-3da9e021",
        "details": "Upgraded HP 800G1 SSF - RAM: No, Storage: No",
        "user": "System",
        "state_data": {
            "upgrade_id": "1bc5e5f6",
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            "computer_name": "HP 800G1 SSF",
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            "ram_added": "",
            "original_ram": "16GB",
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            "upgrade_cost": "",
            "technician": "JOSEPH",
            "signature": "THK",
            "notes": "great condition"
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    },
    {
        "log_id": "ae5e371f-0b5",
        "timestamp": "2026-02-16T16:32:07.146982",
        "action": "REALLOCATE",
        "entity_type": "MACHINE",
        "entity_id": "MHA-3da9e021",
        "details": "Swapped from Sandra to Natasha. Natasha upgraded to better machine",
        "user": "Theuri Mucheru",
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            "storage_type": "2.5 SSD",
            "cpu_temp": "30-50 Normal",
            "peripherals": "",
            "backup_status": "Yes",
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            "recommended_upgrades": "\u2705 No upgrades needed",
            "replacement": "No",
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            "machine_location": "HQ Nairobi",
            "next_service": "2026-05-29",
            "lifecycle": "Outphased",
            "health": "Healthy",
            "backup_category": "Safe",
            "repair_risk": "Low Risk",
            "last_service_repaste": "2026-02-12",
            "health_score": 95,
            "zone_lifecycle": "Legacy (1st-5th Gen)",
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            "recommendations_detailed": [],
            "recommended_service": "\u2705 Recently serviced",
            "service_recommendations_detailed": [],
            "status": "Active",
            "service_done": true,
            "backup_type": "Cloud Backup (OneDrive/Google Drive/etc.)"
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    },
    {
        "log_id": "4c24bbde-7e5",
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        "action": "REALLOCATE",
        "entity_type": "MACHINE",
        "entity_id": "MHA-02532d92",
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        "user": "Theuri Mucheru",
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            "machine_code": "MHA-02532d92",
            "computer_name": "Lenovo MSERIES",
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            "storage_type": "2.5 SSD",
            "cpu_temp": "50-70 Alarming",
            "peripherals": "",
            "backup_status": "Yes",
            "last_checked": "2026-02-09",
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            "replacement": "No",
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            "health_score": 90,
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            "recommended_service": "\u2705 Recently serviced",
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            "status": "Active",
            "service_done": true,
            "backup_type": "Cloud Backup (OneDrive/Google Drive/etc.)"
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    },
    {
        "log_id": "d1894e5d-7fe",
        "timestamp": "2026-02-16T16:47:46.944874",
        "action": "ADD",
        "entity_type": "UPGRADE",
        "entity_id": "MHA-d0dfe31e",
        "details": "Upgraded HPCOMPAQ 6200 SSF - RAM: No, Storage: Yes",
        "user": "System",
        "state_data": {
            "upgrade_id": "537360fa",
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            "computer_name": "HPCOMPAQ 6200 SSF",
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            "ram_added": "",
            "original_ram": "8GB",
            "new_ram": "8GB",
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            "includes_service": "yes",
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            "upgrade_cost": "",
            "technician": "JOSEPH",
            "signature": "THK",
            "notes": ""
        }
    },
    {
        "log_id": "83966b0c-6bd",
        "timestamp": "2026-02-16T16:56:05.988682",
        "action": "ADD",
        "entity_type": "MACHINE",
        "entity_id": "MHA-e2a622f7",
        "details": "Added machine: HP 800G3 SSF DESKTOP assigned to Reserve",
        "user": "System",
        "state_data": {
            "machine_code": "MHA-e2a622f7",
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            "cpu_temp": "50-70 Alarming",
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            "monitor_size": "No Monitor",
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            "battery_health": "",
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            "recommended_upgrades": "\ud83d\udcbe HDD \u2192 SSD Upgrade | \ud83e\udde0 RAM Upgrade (\u22658GB)",
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            "health_score": 50,
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            "zone_lifecycle": "Mid-Range (6th-10th Gen)",
            "health": "Alarming",
            "backup_category": "Single Point Failure",
            "repair_risk": "Low Risk",
            "recommended_service": "\u2705 Recently serviced",
            "recommendations_detailed": [
                {
                    "title": "\ud83d\udcbe HDD \u2192 SSD",
                    "details": [
                        "Faster boot and load times",
                        "Smoother overall performance"
                    ]
                },
                {
                    "title": "\ud83e\udde0 RAM Upgrade (\u22658GB)",
                    "details": [
                        "Windows 10 minimum requirement is 8GB",
                        "More RAM = better multitasking"
                    ]
                }
            ],
            "service_recommendations_detailed": []
        }
    },
    {
        "log_id": "760b3365-0a9",
        "timestamp": "2026-02-16T17:07:51.775437",
        "action": "ADD",
        "entity_type": "ASSET",
        "entity_id": "1a12dcca-3",
        "details": "Added reserve machine: MHA-d0dfe31e",
        "user": "Theuri Mucheru",
        "state_data": {
            "asset_id": "1a12dcca-3",
            "asset_type": "Machine",
            "status": "Reserve",
            "location": "HQ Nairobi",
            "notes": "Reserved from reallocation. Machine MHA-d0dfe31e - HPCOMPAQ 6200 SSF.",
            "disposal_required": "No",
            "wipe_status": "Pending",
            "certificate_ref": ""
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    },
    {
        "log_id": "74810166-d44",
        "timestamp": "2026-02-16T17:07:51.782923",
        "action": "REALLOCATE",
        "entity_type": "MACHINE",
        "entity_id": "MHA-e2a622f7",
        "details": "Reallocated from Reserve to Tanui. Previous machine moved to Reserve. Intermediary User - NEEDED A MORE POWERFULL MACHINE",
        "user": "Theuri Mucheru",
        "state_data": {
            "machine_code": "MHA-e2a622f7",
            "computer_name": "HP 800G3 SSF DESKTOP",
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            "device_type": "Desktop",
            "storage_type": "HDD",
            "cpu_temp": "50-70 Alarming",
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            "monitor_size": "No Monitor",
            "screen_size": "",
            "battery_health": "",
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            "machine_location": "HQ Nairobi",
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            "last_checked": "2026-02-13",
            "next_service": "2026-06-13",
            "last_service_repaste": "2026-02-16",
            "recommended_upgrades": "\ud83d\udcbe HDD \u2192 SSD Upgrade | \ud83e\udde0 RAM Upgrade (\u22658GB)",
            "replacement": "No",
            "health_score": 50,
            "lifecycle": "Aging",
            "zone_lifecycle": "Mid-Range (6th-10th Gen)",
            "health": "Alarming",
            "backup_category": "Single Point Failure",
            "repair_risk": "Low Risk",
            "recommended_service": "\u2705 Recently serviced",
            "recommendations_detailed": [
                {
                    "title": "\ud83d\udcbe HDD \u2192 SSD",
                    "details": [
                        "Faster boot and load times",
                        "Smoother overall performance"
                    ]
                },
                {
                    "title": "\ud83e\udde0 RAM Upgrade (\u22658GB)",
                    "details": [
                        "Windows 10 minimum requirement is 8GB",
                        "More RAM = better multitasking"
                    ]
                }
            ],
            "service_recommendations_detailed": []
        }
    },
    {
        "log_id": "c6b28cc2-e22",
        "timestamp": "2026-02-16T17:07:51.793457",
        "action": "REALLOCATE",
        "entity_type": "MACHINE",
        "entity_id": "MHA-d0dfe31e",
        "details": "Moved to Reserve due to reallocation to Tanui. Intermediary User - NEEDED A MORE POWERFULL MACHINE",
        "user": "Theuri Mucheru",
        "state_data": {
            "machine_code": "MHA-d0dfe31e",
            "computer_name": "HPCOMPAQ 6200 SSF",
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            "ram": "8GB",
            "storage_type": "2.5 SSD",
            "cpu_temp": "50-70 Alarming",
            "peripherals": "",
            "backup_status": "Yes",
            "last_checked": "2026-01-29",
            "recommended_upgrades": "\u2705 No upgrades needed",
            "replacement": "No",
            "assigned_to": "Reserve",
            "machine_location": "HQ Nairobi",
            "next_service": "2026-05-29",
            "lifecycle": "Legacy",
            "health": "Healthy",
            "backup_category": "Safe",
            "repair_risk": "Low Risk",
            "last_service_repaste": "2026-02-12",
            "ups_status": "Yes",
            "health_score": 90,
            "zone_lifecycle": "Legacy (1st-5th Gen)",
            "device_type": "Desktop",
            "recommendations_detailed": [],
            "recommended_service": "\u2705 Recently serviced",
            "service_recommendations_detailed": [],
            "status": "Active",
            "service_done": true,
            "backup_type": "Cloud Backup (OneDrive/Google Drive/etc.)"
        }
    },
    {
        "log_id": "113a9101-bfb",
        "timestamp": "2026-02-16T17:10:12.649725",
        "action": "ADD",
        "entity_type": "UPGRADE",
        "entity_id": "MHA-e2a622f7",
        "details": "Upgraded HP 800G3 SSF DESKTOP - RAM: Yes, Storage: Yes",
        "user": "System",
        "state_data": {
            "upgrade_id": "1ab7b51c",
            "machine_code": "MHA-e2a622f7",
            "computer_name": "HP 800G3 SSF DESKTOP",
            "upgrade_date": "2026-02-13",
            "ram_upgraded": "Yes",
            "ram_added": "8",
            "original_ram": "0GB",
            "new_ram": "8GB",
            "storage_upgraded": "Yes",
            "new_storage": "2.5 SSD",
            "includes_service": "yes",
            "backup_verified": "No",
            "upgrade_cost": "",
            "technician": "JOSEPH",
            "signature": "THK",
            "notes": "UPGRADED TO INTERMDEIARRY LEVEL STARDAND"
        }
    },
    {
        "log_id": "5a0df387-628",
        "timestamp": "2026-02-16T17:11:20.825681",
        "action": "ADD",
        "entity_type": "UPGRADE",
        "entity_id": "MHA-a8f704ba",
        "details": "Upgraded HPCOMPAQ 6200 SSF - RAM: No, Storage: Yes",
        "user": "System",
        "state_data": {
            "upgrade_id": "e4a7017f",
            "machine_code": "MHA-a8f704ba",
            "computer_name": "HPCOMPAQ 6200 SSF",
            "upgrade_date": "2026-02-13",
            "ram_upgraded": "No",
            "ram_added": "",
            "original_ram": "8GB",
            "new_ram": "8GB",
            "storage_upgraded": "Yes",
            "new_storage": "2.5 SSD",
            "includes_service": "yes",
            "backup_verified": "Yes",
            "upgrade_cost": "",
            "technician": "JOSEPH",
            "signature": "THK",
            "notes": ""
        }
    },
    {
        "log_id": "402831e4-533",
        "timestamp": "2026-02-16T17:12:51.126647",
        "action": "ADD",
        "entity_type": "UPGRADE",
        "entity_id": "MHA-e6b6acd8",
        "details": "Upgraded Lenovo MSERIES - RAM: No, Storage: No",
        "user": "System",
        "state_data": {
            "upgrade_id": "930ed1f4",
            "machine_code": "MHA-e6b6acd8",
            "computer_name": "Lenovo MSERIES",
            "upgrade_date": "2026-02-13",
            "ram_upgraded": "No",
            "ram_added": "",
            "original_ram": "8GB",
            "new_ram": "8GB",
            "storage_upgraded": "No",
            "new_storage": "2.5 SSD",
            "includes_service": "yes",
            "backup_verified": "Yes",
            "upgrade_cost": "",
            "technician": "JOSEPH",
            "signature": "THK",
            "notes": "SWAPED MONITOR WITH A BETTER ONE. FROM MOMBASA"
        }
    },
    {
        "log_id": "cf66707d-887",
        "timestamp": "2026-02-16T17:14:29.602781",
        "action": "ADD",
        "entity_type": "UPGRADE",
        "entity_id": "MHA-21916f4b",
        "details": "Upgraded HP 800G1 SSF - RAM: No, Storage: No",
        "user": "System",
        "state_data": {
            "upgrade_id": "aa883ffa",
            "machine_code": "MHA-21916f4b",
            "computer_name": "HP 800G1 SSF",
            "upgrade_date": "2026-02-12",
            "ram_upgraded": "No",
            "ram_added": "",
            "original_ram": "8GB",
            "new_ram": "8GB",
            "storage_upgraded": "No",
            "new_storage": "2.5 SSD",
            "includes_service": "yes",
            "backup_verified": "Yes",
            "upgrade_cost": "",
            "technician": "JOSEPH",
            "signature": "THK",
            "notes": "GOOD WORLING CONDITION- Moved to the top for better audio form speakers"
        }
    },
    {
        "log_id": "3de8738f-8dd",
        "timestamp": "2026-02-16T17:16:45.101644",
        "action": "ADD",
        "entity_type": "UPGRADE",
        "entity_id": "MHA-b0ef6ce9",
        "details": "Upgraded HPCOMPAQ 6200 SSF - RAM: No, Storage: Yes",
        "user": "System",
        "state_data": {
            "upgrade_id": "cc658e7b",
            "machine_code": "MHA-b0ef6ce9",
            "computer_name": "HPCOMPAQ 6200 SSF",
            "upgrade_date": "2026-02-12",
            "ram_upgraded": "No",
            "ram_added": "",
            "original_ram": "8GB",
            "new_ram": "8GB",
            "storage_upgraded": "Yes",
            "new_storage": "2.5 SSD",
            "includes_service": "yes",
            "backup_verified": "Yes",
            "upgrade_cost": "",
            "technician": "JOSEPH",
            "signature": "THK",
            "notes": "upgrading to windows 11"
        }
    },
    {
        "log_id": "6717c857-22a",
        "timestamp": "2026-02-16T17:19:39.747275",
        "action": "ADD",
        "entity_type": "UPGRADE",
        "entity_id": "MHA-5a89613c",
        "details": "Upgraded HP 8200 Elite - RAM: Yes, Storage: No",
        "user": "System",
        "state_data": {
            "upgrade_id": "1a3200da",
            "machine_code": "MHA-5a89613c",
            "computer_name": "HP 8200 Elite",
            "upgrade_date": "2026-02-12",
            "ram_upgraded": "Yes",
            "ram_added": "2",
            "original_ram": "6GB",
            "new_ram": "8GB",
            "storage_upgraded": "No",
            "new_storage": "2.5 SSD",
            "includes_service": "yes",
            "backup_verified": "Yes",
            "upgrade_cost": "",
            "technician": "JOSEPH",
            "signature": "THK",
            "notes": "upgrading to windows 11"
        }
    },
    {
        "log_id": "4cc8b7e8-64c",
        "timestamp": "2026-02-16T17:23:45.306726",
        "action": "ADD",
        "entity_type": "UPGRADE",
        "entity_id": "MHA-9383c4ce",
        "details": "Upgraded HP4300 Pro - RAM: No, Storage: No",
        "user": "System",
        "state_data": {
            "upgrade_id": "48b8fbff",
            "machine_code": "MHA-9383c4ce",
            "computer_name": "HP4300 Pro",
            "upgrade_date": "2026-02-12",
            "ram_upgraded": "No",
            "ram_added": "",
            "original_ram": "8GB",
            "new_ram": "8GB",
            "storage_upgraded": "No",
            "new_storage": "2.5 SSD",
            "includes_service": "yes",
            "backup_verified": "Yes",
            "upgrade_cost": "",
            "technician": "JOSEPH",
            "signature": "THK",
            "notes": "upgrading to windows 11"
        }
    },
    {
        "log_id": "95a32cf1-66e",
        "timestamp": "2026-02-16T17:25:25.292423",
        "action": "ADD",
        "entity_type": "UPGRADE",
        "entity_id": "MHA-488e2140",
        "details": "Upgraded HP PRO 3400 - RAM: Yes, Storage: Yes",
        "user": "System",
        "state_data": {
            "upgrade_id": "6d385ebb",
            "machine_code": "MHA-488e2140",
            "computer_name": "HP PRO 3400",
            "upgrade_date": "2026-02-12",
            "ram_upgraded": "Yes",
            "ram_added": "8",
            "original_ram": "2GB",
            "new_ram": "10GB",
            "storage_upgraded": "Yes",
            "new_storage": "2.5 SSD",
            "includes_service": "yes",
            "backup_verified": "Yes",
            "upgrade_cost": "",
            "technician": "JOSEPH",
            "signature": "THK",
            "notes": "upgrading to windows 11"
        }
    },
    {
        "log_id": "04e17510-334",
        "timestamp": "2026-02-16T17:28:27.120560",
        "action": "ADD",
        "entity_type": "UPGRADE",
        "entity_id": "MHA-c0f6c85d",
        "details": "Upgraded Dell Optiplex 3010  - RAM: No, Storage: Yes",
        "user": "System",
        "state_data": {
            "upgrade_id": "8c980d85",
            "machine_code": "MHA-c0f6c85d",
            "computer_name": "Dell Optiplex 3010 ",
            "upgrade_date": "2026-02-12",
            "ram_upgraded": "No",
            "ram_added": "",
            "original_ram": "8GB",
            "new_ram": "8GB",
            "storage_upgraded": "Yes",
            "new_storage": "2.5 SSD",
            "includes_service": "yes",
            "backup_verified": "Yes",
            "upgrade_cost": "",
            "technician": "JOSEPH",
            "signature": "THK",
            "notes": "upgrading to windows 11"
        }
    },
    {
        "log_id": "79cf414c-747",
        "timestamp": "2026-02-16T17:31:47.553560",
        "action": "ADD",
        "entity_type": "UPGRADE",
        "entity_id": "MHA-a51a7d72",
        "details": "Upgraded Dell Optiplex 3050  - RAM: No, Storage: Yes",
        "user": "System",
        "state_data": {
            "upgrade_id": "cde61dc3",
            "machine_code": "MHA-a51a7d72",
            "computer_name": "Dell Optiplex 3050 ",
            "upgrade_date": "2026-02-11",
            "ram_upgraded": "No",
            "ram_added": "",
            "original_ram": "8GB",
            "new_ram": "8GB",
            "storage_upgraded": "Yes",
            "new_storage": "2.5 SSD",
            "includes_service": "yes",
            "backup_verified": "Yes",
            "upgrade_cost": "",
            "technician": "JOSEPH",
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    },
    {
        "log_id": "61f96fe8-851",
        "timestamp": "2026-02-16T17:43:40.383497",
        "action": "ADD",
        "entity_type": "UPGRADE",
        "entity_id": "MHA-cb658452",
        "details": "Upgraded Dell Optiplex 3010  - RAM: No, Storage: No",
        "user": "System",
        "state_data": {
            "upgrade_id": "13f45949",
            "machine_code": "MHA-cb658452",
            "computer_name": "Dell Optiplex 3010 ",
            "upgrade_date": "2026-02-07",
            "ram_upgraded": "No",
            "ram_added": "",
            "original_ram": "10GB",
            "new_ram": "10GB",
            "storage_upgraded": "No",
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            "upgrade_cost": "",
            "technician": "JOSEPH",
            "signature": "THK",
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    },
    {
        "log_id": "bcd36160-92e",
        "timestamp": "2026-02-16T17:49:36.404289",
        "action": "ADD",
        "entity_type": "UPGRADE",
        "entity_id": "MHA-02532d92",
        "details": "Upgraded Lenovo MSERIES - RAM: No, Storage: No",
        "user": "System",
        "state_data": {
            "upgrade_id": "a9c9cd05",
            "machine_code": "MHA-02532d92",
            "computer_name": "Lenovo MSERIES",
            "upgrade_date": "2026-02-11",
            "ram_upgraded": "No",
            "ram_added": "",
            "original_ram": "8GB",
            "new_ram": "8GB",
            "storage_upgraded": "No",
            "new_storage": "2.5 SSD",
            "includes_service": "yes",
            "backup_verified": "No",
            "upgrade_cost": "",
            "technician": "JOSEPH",
            "signature": "THK",
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        }
    },
    {
        "log_id": "8959dd02-094",
        "timestamp": "2026-02-16T17:51:32.614834",
        "action": "ADD",
        "entity_type": "UPGRADE",
        "entity_id": "MHA-8ee88bcb",
        "details": "Upgraded HP 6200 PRO - RAM: No, Storage: Yes",
        "user": "System",
        "state_data": {
            "upgrade_id": "0e6b611f",
            "machine_code": "MHA-8ee88bcb",
            "computer_name": "HP 6200 PRO",
            "upgrade_date": "2026-02-07",
            "ram_upgraded": "No",
            "ram_added": "",
            "original_ram": "8GB",
            "new_ram": "8GB",
            "storage_upgraded": "Yes",
            "new_storage": "2.5 SSD",
            "includes_service": "yes",
            "backup_verified": "Yes",
            "upgrade_cost": "",
            "technician": "JOSEPH",
            "signature": "THK",
            "notes": "upgrading to windows 11"
        }
    },
    {
        "log_id": "a2ed04f5-bef",
        "timestamp": "2026-02-16T17:52:14.669405",
        "action": "ADD",
        "entity_type": "UPGRADE",
        "entity_id": "MHA-faf64153",
        "details": "Upgraded HP 4300 COMPAQ - RAM: No, Storage: No",
        "user": "System",
        "state_data": {
            "upgrade_id": "bfb02e84",
            "machine_code": "MHA-faf64153",
            "computer_name": "HP 4300 COMPAQ",
            "upgrade_date": "2026-02-07",
            "ram_upgraded": "No",
            "ram_added": "",
            "original_ram": "8GB",
            "new_ram": "8GB",
            "storage_upgraded": "No",
            "new_storage": "2.5 SSD",
            "includes_service": "yes",
            "backup_verified": "Yes",
            "upgrade_cost": "",
            "technician": "JOSEPH",
            "signature": "THK",
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        }
    },
    {
        "log_id": "ad34f6f0-e7b",
        "timestamp": "2026-02-16T17:55:48.434866",
        "action": "ADD",
        "entity_type": "UPGRADE",
        "entity_id": "MHA-68981bc4",
        "details": "Upgraded HP 800G3 SSF DESKTOP - RAM: No, Storage: Yes",
        "user": "System",
        "state_data": {
            "upgrade_id": "b03a2086",
            "machine_code": "MHA-68981bc4",
            "computer_name": "HP 800G3 SSF DESKTOP",
            "upgrade_date": "2026-02-11",
            "ram_upgraded": "No",
            "ram_added": "",
            "original_ram": "8GB",
            "new_ram": "8GB",
            "storage_upgraded": "Yes",
            "new_storage": "2.5 SSD",
            "includes_service": "yes",
            "backup_verified": "Yes",
            "upgrade_cost": "",
            "technician": "JOSEPH",
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    },
    {
        "log_id": "491c5fb2-f1c",
        "timestamp": "2026-02-16T17:59:47.415687",
        "action": "ADD",
        "entity_type": "USER",
        "entity_id": "USR-2a7b8c",
        "details": "Added user: Sidi at HQ Nairobi",
        "user": "System",
        "state_data": null
    },
    {
        "log_id": "c936a203-650",
        "timestamp": "2026-02-16T18:05:18.635347",
        "action": "DELETE",
        "entity_type": "USER",
        "entity_id": "USR-1f4eee",
        "details": "Deleted user: Sidi",
        "user": "System",
        "state_data": null
    },
    {
        "log_id": "60f72992-115",
        "timestamp": "2026-02-16T18:05:34.204752",
        "action": "EDIT",
        "entity_type": "USER",
        "entity_id": "USR-0067d8",
        "details": "Edited user: Divina",
        "user": "System",
        "state_data": null
    },
    {
        "log_id": "42b6d017-5cb",
        "timestamp": "2026-02-16T18:05:45.335234",
        "action": "EDIT",
        "entity_type": "USER",
        "entity_id": "USR-686d05",
        "details": "Edited user: Anma",
        "user": "System",
        "state_data": null
    },
    {
        "log_id": "dfe1e653-430",
        "timestamp": "2026-02-16T18:06:20.165479",
        "action": "EDIT",
        "entity_type": "USER",
        "entity_id": "USR-cda938",
        "details": "Edited user: Rose",
        "user": "System",
        "state_data": null
    },
    {
        "log_id": "2d08de1d-37c",
        "timestamp": "2026-02-16T18:08:27.511425",
        "action": "ADD",
        "entity_type": "MACHINE",
        "entity_id": "MHA-9fbd53cd",
        "details": "Added machine: HP 800G3 SSF DESKTOP assigned to Sidi",
        "user": "System",
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            "machine_location": "HQ Nairobi",
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            "zone_lifecycle": "Mid-Range (6th-10th Gen)",
            "health": "Healthy",
            "backup_category": "Single Point Failure",
            "repair_risk": "Low Risk",
            "recommended_service": "\u2705 Recently serviced",
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            "service_recommendations_detailed": []
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    },
    {
        "log_id": "b1c313d2-fe1",
        "timestamp": "2026-02-16T18:09:26.815124",
        "action": "ADD",
        "entity_type": "UPGRADE",
        "entity_id": "MHA-9fbd53cd",
        "details": "Upgraded HP 800G3 SSF DESKTOP - RAM: No, Storage: No",
        "user": "System",
        "state_data": {
            "upgrade_id": "e203b3a1",
            "machine_code": "MHA-9fbd53cd",
            "computer_name": "HP 800G3 SSF DESKTOP",
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            "ram_upgraded": "No",
            "ram_added": "",
            "original_ram": "8GB",
            "new_ram": "8GB",
            "storage_upgraded": "No",
            "new_storage": "2.5 SSD",
            "includes_service": "yes",
            "backup_verified": "No",
            "upgrade_cost": "",
            "technician": "JOSEPH",
            "signature": "THK",
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        }
    },
    {
        "log_id": "bae43ac3-d4d",
        "timestamp": "2026-02-16T18:10:28.409794",
        "action": "ADD",
        "entity_type": "UPGRADE",
        "entity_id": "MHA-874d7015",
        "details": "Upgraded HP Compaq 8200 - RAM: No, Storage: No",
        "user": "System",
        "state_data": {
            "upgrade_id": "c13da593",
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            "computer_name": "HP Compaq 8200",
            "upgrade_date": "2026-02-11",
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            "ram_added": "",
            "original_ram": "8GB",
            "new_ram": "8GB",
            "storage_upgraded": "No",
            "new_storage": "2.5 SSD",
            "includes_service": "yes",
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            "upgrade_cost": "",
            "technician": "JOSEPH",
            "signature": "THK",
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        }
    },
    {
        "log_id": "d86e14e1-31d",
        "timestamp": "2026-02-16T18:11:19.396248",
        "action": "EDIT",
        "entity_type": "UPGRADE",
        "entity_id": "c13da593",
        "details": "Edited upgrade for HP Compaq 8200",
        "user": "System",
        "state_data": null
    },
    {
        "log_id": "e41b50e0-c13",
        "timestamp": "2026-02-16T18:12:51.246169",
        "action": "REALLOCATE",
        "entity_type": "MACHINE",
        "entity_id": "MHA-9fbd53cd",
        "details": "Swapped from Sidi to Phyllis. Perfomance Mismatch",
        "user": "Theuri Mucheru",
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            "backup_status": "No",
            "ups_status": "No",
            "machine_location": "HQ Nairobi",
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            "last_checked": "2026-02-13",
            "next_service": "2026-06-13",
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            "recommended_upgrades": "\u2705 No upgrades needed",
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            "health_score": 75,
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            "zone_lifecycle": "Mid-Range (6th-10th Gen)",
            "health": "Healthy",
            "backup_category": "Single Point Failure",
            "repair_risk": "Low Risk",
            "recommended_service": "\u2705 Recently serviced",
            "recommendations_detailed": [],
            "service_recommendations_detailed": [],
            "service_done": true
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    },
    {
        "log_id": "c1ceb391-a26",
        "timestamp": "2026-02-16T18:12:51.268046",
        "action": "REALLOCATE",
        "entity_type": "MACHINE",
        "entity_id": "MHA-874d7015",
        "details": "Swapped from Phyllis to Sidi. Perfomance Mismatch",
        "user": "Theuri Mucheru",
        "state_data": {
            "machine_code": "MHA-874d7015",
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            "storage_type": "2.5 SSD",
            "cpu_temp": "50-70 Alarming",
            "peripherals": "",
            "backup_status": "Yes",
            "ups_status": "No",
            "last_checked": "2026-01-29",
            "recommended_upgrades": "\u2705 No upgrades needed",
            "replacement": "No",
            "assigned_to": "Sidi",
            "machine_location": "HQ Nairobi",
            "next_service": "2026-05-29",
            "lifecycle": "Outphased",
            "health": "Healthy",
            "backup_category": "Safe",
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            "last_service_repaste": "2026-02-11",
            "health_score": 90,
            "zone_lifecycle": "Legacy (1st-5th Gen)",
            "device_type": "Desktop",
            "recommendations_detailed": [],
            "recommended_service": "\u2705 Recently serviced",
            "service_recommendations_detailed": [],
            "status": "Active",
            "service_done": true,
            "backup_type": "Cloud Backup (OneDrive/Google Drive/etc.)"
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    },
    {
        "log_id": "0709beb8-29e",
        "timestamp": "2026-02-16T18:15:29.289954",
        "action": "ADD",
        "entity_type": "UPGRADE",
        "entity_id": "MHA-beab7020",
        "details": "Upgraded Dell Optiplex 7010  - RAM: No, Storage: No",
        "user": "System",
        "state_data": {
            "upgrade_id": "19fdd9f7",
            "machine_code": "MHA-beab7020",
            "computer_name": "Dell Optiplex 7010 ",
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            "ram_added": "",
            "original_ram": "8GB",
            "new_ram": "8GB",
            "storage_upgraded": "No",
            "new_storage": "2.5 SSD",
            "includes_service": "yes",
            "backup_verified": "Yes",
            "upgrade_cost": "",
            "technician": "JOSEPH",
            "signature": "THK",
            "notes": "UPGRADED MONITOR TO 24 INCH EDGE TO EDGE FOR HIGH PRODUCTIVTY "
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    },
    {
        "log_id": "e3cd037f-7ad",
        "timestamp": "2026-02-16T18:17:01.646169",
        "action": "ADD",
        "entity_type": "USER",
        "entity_id": "USR-d82ae6",
        "details": "Added user: Mishek at HQ Nairobi",
        "user": "System",
        "state_data": null
    },
    {
        "log_id": "b9f2780a-ea4",
        "timestamp": "2026-02-16T18:18:41.702432",
        "action": "ADD",
        "entity_type": "MACHINE",
        "entity_id": "MHA-94efe1b8",
        "details": "Added machine: HPCOMPAQ 6200 SSF assigned to Mishek",
        "user": "System",
        "state_data": {
            "machine_code": "MHA-94efe1b8",
            "computer_name": "HPCOMPAQ 6200 SSF",
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            "device_type": "Desktop",
            "storage_type": "HDD",
            "cpu_temp": "50-70 Alarming",
            "peripherals": "Mouse, Keyboard",
            "monitor_size": "19 Wide",
            "screen_size": "",
            "battery_health": "",
            "backup_status": "No",
            "ups_status": "No",
            "machine_location": "HQ Nairobi",
            "assigned_to": "Mishek",
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            "last_checked": "2026-02-01",
            "next_service": "2026-06-01",
            "last_service_repaste": "2026-02-16",
            "recommended_upgrades": "\ud83d\udcbe HDD \u2192 SSD Upgrade",
            "replacement": "Yes - Consider replacement",
            "health_score": 65,
            "lifecycle": "Legacy",
            "zone_lifecycle": "Legacy (1st-5th Gen)",
            "health": "Alarming",
            "backup_category": "Single Point Failure",
            "repair_risk": "Low Risk",
            "recommended_service": "\u2705 Recently serviced",
            "recommendations_detailed": [
                {
                    "title": "\ud83d\udcbe HDD \u2192 SSD",
                    "details": [
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                        "Smoother overall performance"
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                }
            ],
            "service_recommendations_detailed": []
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    },
    {
        "log_id": "6dfe73a4-b5b",
        "timestamp": "2026-02-16T18:19:22.280319",
        "action": "DELETE",
        "entity_type": "MACHINE",
        "entity_id": "MHA-94efe1b8",
        "details": "Deleted machine: HPCOMPAQ 6200 SSF",
        "user": "System",
        "state_data": null
    },
    {
        "log_id": "9ee72648-154",
        "timestamp": "2026-02-16T18:19:49.957220",
        "action": "ADD",
        "entity_type": "MACHINE",
        "entity_id": "MHA-a8c7ef9e",
        "details": "Added machine: HPCOMPAQ 6200 SSF assigned to Mishek",
        "user": "System",
        "state_data": {
            "machine_code": "MHA-a8c7ef9e",
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            "storage_type": "HDD",
            "cpu_temp": "50-70 Alarming",
            "peripherals": "Mouse, Keyboard",
            "monitor_size": "19 Wide",
            "screen_size": "",
            "battery_health": "",
            "backup_status": "No",
            "ups_status": "No",
            "machine_location": "HQ Nairobi",
            "assigned_to": "Mishek",
            "status": "Active",
            "last_checked": "2026-02-01",
            "next_service": "2026-06-01",
            "last_service_repaste": "2026-02-16",
            "recommended_upgrades": "\ud83d\udcbe HDD \u2192 SSD Upgrade",
            "replacement": "Yes - Consider replacement",
            "health_score": 65,
            "lifecycle": "Legacy",
            "zone_lifecycle": "Legacy (1st-5th Gen)",
            "health": "Alarming",
            "backup_category": "Single Point Failure",
            "repair_risk": "Low Risk",
            "recommended_service": "\u2705 Recently serviced",
            "recommendations_detailed": [
                {
                    "title": "\ud83d\udcbe HDD \u2192 SSD",
                    "details": [
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                        "Smoother overall performance"
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                }
            ],
            "service_recommendations_detailed": []
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    },
    {
        "log_id": "f5bd2ec6-8b1",
        "timestamp": "2026-02-16T18:22:57.180271",
        "action": "EDIT",
        "entity_type": "MACHINE",
        "entity_id": "MHA-a8c7ef9e",
        "details": "Edited machine: HPCOMPAQ 6200 SSF",
        "user": "System",
        "state_data": {
            "machine_code": "MHA-a8c7ef9e",
            "computer_name": "HPCOMPAQ 6200 SSF",
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            "ram": "8GB",
            "device_type": "Desktop",
            "storage_type": "HDD",
            "cpu_temp": "50-70 Alarming",
            "peripherals": "Mouse, Keyboard",
            "monitor_size": "19 Wide",
            "screen_size": "",
            "battery_health": "",
            "backup_status": "No",
            "ups_status": "No",
            "machine_location": "HQ Nairobi",
            "assigned_to": "Mishek",
            "status": "Active",
            "last_checked": "2026-02-01",
            "next_service": "2026-06-01",
            "last_service_repaste": "",
            "recommended_upgrades": "\ud83d\udcbe HDD \u2192 SSD Upgrade",
            "replacement": "Yes - Consider replacement",
            "health_score": 30,
            "lifecycle": "Legacy",
            "zone_lifecycle": "Legacy (1st-5th Gen)",
            "health": "Critical",
            "backup_category": "Single Point Failure",
            "repair_risk": "Low Risk",
            "recommended_service": "\ud83d\udd27 Service & Thermal Paste",
            "recommendations_detailed": [
                {
                    "title": "\ud83d\udcbe HDD \u2192 SSD",
                    "details": [
                        "Faster boot and load times",
                        "Smoother overall performance"
                    ]
                }
            ],
            "service_recommendations_detailed": [
                {
                    "title": "\ud83d\udd27 Service & Thermal Paste",
                    "details": [
                        "Fresh thermal paste keeps CPU/GPU cool",
                        "Improved cooling prevents overheating & throttling",
                        "Regular servicing extends hardware life"
                    ]
                }
            ],
            "service_done": false
        }
    },
    {
        "log_id": "1aafd97e-5a4",
        "timestamp": "2026-02-16T18:32:03.592622",
        "action": "ADD",
        "entity_type": "UPGRADE",
        "entity_id": "MHA-7cfb02c3",
        "details": "Upgraded HP 4300 COMPAQ - RAM: No, Storage: No",
        "user": "System",
        "state_data": {
            "upgrade_id": "e0fe8ff5",
            "machine_code": "MHA-7cfb02c3",
            "computer_name": "HP 4300 COMPAQ",
            "upgrade_date": "2026-02-13",
            "ram_upgraded": "No",
            "ram_added": "",
            "original_ram": "6GB",
            "new_ram": "6GB",
            "storage_upgraded": "No",
            "new_storage": "HDD",
            "includes_service": "yes",
            "backup_verified": "No",
            "upgrade_cost": "",
            "technician": "JOSEPH",
            "signature": "THK",
            "notes": ""
        }
    },
    {
        "log_id": "bad3294b-ea6",
        "timestamp": "2026-02-16T18:33:34.318805",
        "action": "ADD",
        "entity_type": "UPGRADE",
        "entity_id": "MHA-a8c7ef9e",
        "details": "Upgraded HPCOMPAQ 6200 SSF - RAM: No, Storage: No",
        "user": "System",
        "state_data": {
            "upgrade_id": "db9fa973",
            "machine_code": "MHA-a8c7ef9e",
            "computer_name": "HPCOMPAQ 6200 SSF",
            "upgrade_date": "2026-02-16",
            "ram_upgraded": "No",
            "ram_added": "",
            "original_ram": "8GB",
            "new_ram": "8GB",
            "storage_upgraded": "No",
            "new_storage": "HDD",
            "includes_service": "yes",
            "backup_verified": "No",
            "upgrade_cost": "",
            "technician": "JOSEPH",
            "signature": "THK",
            "notes": "CONSIDER REPLACEMENT "
        }
    },
    {
        "log_id": "4d514d39-3dd",
        "timestamp": "2026-02-16T18:35:16.686431",
        "action": "EDIT",
        "entity_type": "MACHINE",
        "entity_id": "MHA-66a9e869",
        "details": "Edited machine: HP PRO 3500",
        "user": "System",
        "state_data": {
            "machine_code": "MHA-66a9e869",
            "computer_name": "HP PRO 3500",
            "processor": "Core i3",
            "generation": "3rd Gen",
            "ram": "8GB",
            "storage_type": "HDD",
            "cpu_temp": "30-50 Normal",
            "peripherals": "",
            "backup_status": "Yes",
            "ups_status": "Yes",
            "last_checked": "2026-01-29",
            "recommended_upgrades": "\ud83d\udcbe HDD \u2192 SSD Upgrade",
            "replacement": "Yes - Consider replacement",
            "assigned_to": "Mercyline",
            "machine_location": "HQ Nairobi",
            "next_service": "2026-05-29",
            "lifecycle": "Outphased",
            "health": "Alarming",
            "backup_category": "Safe",
            "repair_risk": "Low Risk",
            "last_service_repaste": "",
            "health_score": 45,
            "zone_lifecycle": "Legacy (1st-5th Gen)",
            "device_type": "Desktop",
            "recommendations_detailed": [
                {
                    "title": "\ud83d\udcbe HDD \u2192 SSD",
                    "details": [
                        "Faster boot and load times",
                        "Smoother overall performance"
                    ]
                }
            ],
            "recommended_service": "\ud83d\udd27 Service & Thermal Paste",
            "service_recommendations_detailed": [
                {
                    "title": "\ud83d\udd27 Service & Thermal Paste",
                    "details": [
                        "Fresh thermal paste keeps CPU/GPU cool",
                        "Improved cooling prevents overheating & throttling",
                        "Regular servicing extends hardware life"
                    ]
                }
            ],
            "status": "Active",
            "monitor_size": "19 Wide",
            "screen_size": "",
            "battery_health": "",
            "service_done": false
        }
    },
    {
        "log_id": "4db92049-d14",
        "timestamp": "2026-02-16T19:01:01.580173",
        "action": "ADD",
        "entity_type": "USER",
        "entity_id": "USR-3ec812",
        "details": "Added user: Nissi at HQ Nairobi",
        "user": "System",
        "state_data": null
    },
    {
        "log_id": "55c76377-1bf",
        "timestamp": "2026-02-16T19:05:06.644843",
        "action": "ADD",
        "entity_type": "MACHINE",
        "entity_id": "MHA-e4145abb",
        "details": "Added machine: HP X12 G2  assigned to Nissi",
        "user": "System",
        "state_data": {
            "machine_code": "MHA-e4145abb",
            "computer_name": "HP X12 G2 ",
            "processor": "Core i5",
            "generation": "8th Gen",
            "ram": "8GB",
            "device_type": "Laptop",
            "storage_type": "2.5 SSD",
            "cpu_temp": "30-50 Normal",
            "peripherals": "",
            "monitor_size": "",
            "screen_size": "13.3",
            "battery_health": "Good",
            "backup_status": "Yes",
            "ups_status": "No",
            "machine_location": "HQ Nairobi",
            "assigned_to": "Nissi",
            "status": "Active",
            "last_checked": "2026-02-16",
            "next_service": "2026-06-16",
            "last_service_repaste": "",
            "service_done": false,
            "recommended_upgrades": "\u2705 No upgrades needed",
            "replacement": "No",
            "health_score": 55,
            "lifecycle": "Active",
            "zone_lifecycle": "Mid-Range (6th-10th Gen)",
            "health": "Alarming",
            "backup_category": "Safe",
            "repair_risk": "Low Risk",
            "recommended_service": "\ud83d\udd27 Service & Thermal Paste",
            "recommendations_detailed": [],
            "service_recommendations_detailed": [
                {
                    "title": "\ud83d\udd27 Service & Thermal Paste",
                    "details": [
                        "Fresh thermal paste keeps CPU/GPU cool",
                        "Improved cooling prevents overheating & throttling",
                        "Regular servicing extends hardware life"
                    ]
                }
            ]
        }
    },
    {
        "log_id": "eb308b1f-71d",
        "timestamp": "2026-02-16T19:05:28.448567",
        "action": "EDIT",
        "entity_type": "MACHINE",
        "entity_id": "MHA-e4145abb",
        "details": "Edited machine: HP X12 G2 ",
        "user": "System",
        "state_data": {
            "machine_code": "MHA-e4145abb",
            "computer_name": "HP X12 G2 ",
            "processor": "Core i5",
            "generation": "8th Gen",
            "ram": "8GB",
            "device_type": "Laptop",
            "storage_type": "2.5 SSD",
            "cpu_temp": "30-50 Normal",
            "peripherals": "",
            "monitor_size": "",
            "screen_size": "13.3",
            "battery_health": "Good",
            "backup_status": "Yes",
            "ups_status": "No",
            "machine_location": "HQ Nairobi",
            "assigned_to": "Nissi",
            "status": "Active",
            "last_checked": "2026-02-16",
            "next_service": "2026-06-16",
            "last_service_repaste": "2026-02-01",
            "service_done": true,
            "recommended_upgrades": "\u2705 No upgrades needed",
            "replacement": "No",
            "health_score": 90,
            "lifecycle": "Active",
            "zone_lifecycle": "Mid-Range (6th-10th Gen)",
            "health": "Healthy",
            "backup_category": "Safe",
            "repair_risk": "Low Risk",
            "recommended_service": "\u2705 Recently serviced",
            "recommendations_detailed": [],
            "service_recommendations_detailed": []
        }
    },
    {
        "log_id": "2809b6bf-a22",
        "timestamp": "2026-02-16T19:09:57.275867",
        "action": "EDIT",
        "entity_type": "USER",
        "entity_id": "USR-12c2de",
        "details": "Edited user: Atieno",
        "user": "System",
        "state_data": null
    },
    {
        "log_id": "78cad562-d0f",
        "timestamp": "2026-02-16T19:10:17.022003",
        "action": "EDIT",
        "entity_type": "USER",
        "entity_id": "USR-65954d",
        "details": "Edited user: Ian Accounts",
        "user": "System",
        "state_data": null
    },
    {
        "log_id": "249d14fa-690",
        "timestamp": "2026-02-17T10:43:47.614788",
        "action": "ADD",
        "entity_type": "BRANCH",
        "entity_id": "08018550",
        "details": "Added branch: Thika Branch",
        "user": "System",
        "state_data": null
    },
    {
        "log_id": "5ec3e8f3-709",
        "timestamp": "2026-02-17T10:44:06.981387",
        "action": "ADD",
        "entity_type": "BRANCH",
        "entity_id": "06c2312c",
        "details": "Added branch: Mombasa Branch",
        "user": "System",
        "state_data": null
    },
    {
        "log_id": "17a6fef1-fb1",
        "timestamp": "2026-02-17T10:45:29.128188",
        "action": "ADD",
        "entity_type": "USER",
        "entity_id": "USR-f6e057",
        "details": "Added user: Ann at Thika Branch",
        "user": "System",
        "state_data": null
    },
    {
        "log_id": "1483109c-a22",
        "timestamp": "2026-02-17T10:45:47.042391",
        "action": "ADD",
        "entity_type": "USER",
        "entity_id": "USR-3a303a",
        "details": "Added user: Stella  at Thika Branch",
        "user": "System",
        "state_data": null
    },
    {
        "log_id": "f2b886a5-49f",
        "timestamp": "2026-02-17T10:46:01.412607",
        "action": "ADD",
        "entity_type": "USER",
        "entity_id": "USR-3c14cc",
        "details": "Added user: Violet at Thika Branch",
        "user": "System",
        "state_data": null
    },
    {
        "log_id": "b844dffc-0bb",
        "timestamp": "2026-02-17T10:46:22.403196",
        "action": "ADD",
        "entity_type": "USER",
        "entity_id": "USR-1bcb49",
        "details": "Added user: Joy at Thika Branch",
        "user": "System",
        "state_data": null
    },
    {
        "log_id": "ab11c830-691",
        "timestamp": "2026-02-17T10:58:38.717184",
        "action": "ADD",
        "entity_type": "MACHINE",
        "entity_id": "MHA-5a0f76c2",
        "details": "Added machine: Hp Compaq 6200 Pro Sff assigned to Ann",
        "user": "System",
        "state_data": {
            "machine_code": "MHA-5a0f76c2",
            "computer_name": "Hp Compaq 6200 Pro Sff",
            "processor": "Core i5",
            "generation": "2nd Gen",
            "ram": "4GB",
            "device_type": "Desktop",
            "storage_type": "2.5 SSD",
            "cpu_temp": "50-70 Alarming",
            "peripherals": "Mouse, Keyboard",
            "monitor_size": "19 Wide",
            "screen_size": "",
            "battery_health": "",
            "backup_status": "No",
            "ups_status": "No",
            "machine_location": "Thika Branch",
            "assigned_to": "Ann",
            "status": "Active",
            "last_checked": "2026-02-17",
            "next_service": "2026-06-17",
            "last_service_repaste": "",
            "service_done": false,
            "recommended_upgrades": "\ud83e\udde0 RAM Upgrade (\u22658GB)",
            "replacement": "Yes - Consider replacement",
            "health_score": 25,
            "lifecycle": "Legacy",
            "zone_lifecycle": "Legacy (1st-5th Gen)",
            "health": "Critical",
            "backup_category": "Single Point Failure",
            "repair_risk": "Low Risk",
            "recommended_service": "\ud83d\udd27 Service & Thermal Paste",
            "recommendations_detailed": [
                {
                    "title": "\ud83e\udde0 RAM Upgrade (\u22658GB)",
                    "details": [
                        "Windows 10 minimum requirement is 8GB",
                        "More RAM = better multitasking"
                    ]
                }
            ],
            "service_recommendations_detailed": [
                {
                    "title": "\ud83d\udd27 Service & Thermal Paste",
                    "details": [
                        "Fresh thermal paste keeps CPU/GPU cool",
                        "Improved cooling prevents overheating & throttling",
                        "Regular servicing extends hardware life"
                    ]
                }
            ]
        }
    },
    {
        "log_id": "59549642-d77",
        "timestamp": "2026-02-17T11:01:56.424445",
        "action": "ADD",
        "entity_type": "MACHINE",
        "entity_id": "MHA-e24eb7fb",
        "details": "Added machine: HP Compaq Pro 4300 SFF assigned to Stella",
        "user": "System",
        "state_data": {
            "machine_code": "MHA-e24eb7fb",
            "computer_name": "HP Compaq Pro 4300 SFF",
            "processor": "Core i3",
            "generation": "3rd Gen",
            "ram": "8GB",
            "device_type": "Desktop",
            "storage_type": "2.5 SSD",
            "cpu_temp": "50-70 Alarming",
            "peripherals": "Mouse, Keyboard, Webcam",
            "monitor_size": "19 Wide",
            "screen_size": "",
            "battery_health": "",
            "backup_status": "No",
            "ups_status": "No",
            "machine_location": "Thika Branch",
            "assigned_to": "Stella",
            "status": "Active",
            "last_checked": "2026-02-17",
            "next_service": "2026-06-17",
            "last_service_repaste": "",
            "service_done": false,
            "recommended_upgrades": "\u2705 No upgrades needed",
            "replacement": "Yes - Consider replacement",
            "health_score": 40,
            "lifecycle": "Outphased",
            "zone_lifecycle": "Legacy (1st-5th Gen)",
            "health": "Alarming",
            "backup_category": "Single Point Failure",
            "repair_risk": "Low Risk",
            "recommended_service": "\ud83d\udd27 Service & Thermal Paste",
            "recommendations_detailed": [],
            "service_recommendations_detailed": [
                {
                    "title": "\ud83d\udd27 Service & Thermal Paste",
                    "details": [
                        "Fresh thermal paste keeps CPU/GPU cool",
                        "Improved cooling prevents overheating & throttling",
                        "Regular servicing extends hardware life"
                    ]
                }
            ]
        }
    },
    {
        "log_id": "bd04a908-342",
        "timestamp": "2026-02-17T11:23:41.606801",
        "action": "ADD",
        "entity_type": "MACHINE",
        "entity_id": "MHA-c6bcf477",
        "details": "Added machine: Dell Optiplex 7010  assigned to Violet",
        "user": "System",
        "state_data": {
            "machine_code": "MHA-c6bcf477",
            "computer_name": "Dell Optiplex 7010 ",
            "processor": "Core i5",
            "generation": "2nd Gen",
            "ram": "3GB",
            "device_type": "Desktop",
            "storage_type": "2.5 SSD",
            "cpu_temp": "50-70 Alarming",
            "peripherals": "Mouse, Keyboard, Webcam",
            "monitor_size": "19 Wide",
            "screen_size": "",
            "battery_health": "",
            "backup_status": "No",
            "ups_status": "No",
            "machine_location": "Thika Branch",
            "assigned_to": "Violet",
            "status": "Active",
            "last_checked": "2026-02-17",
            "next_service": "2026-06-17",
            "last_service_repaste": "",
            "service_done": false,
            "recommended_upgrades": "\ud83e\udde0 RAM Upgrade (\u22658GB)",
            "replacement": "Yes - Consider replacement",
            "health_score": 25,
            "lifecycle": "Legacy",
            "zone_lifecycle": "Legacy (1st-5th Gen)",
            "health": "Critical",
            "backup_category": "Single Point Failure",
            "repair_risk": "Low Risk",
            "recommended_service": "\ud83d\udd27 Service & Thermal Paste",
            "recommendations_detailed": [
                {
                    "title": "\ud83e\udde0 RAM Upgrade (\u22658GB)",
                    "details": [
                        "Windows 10 minimum requirement is 8GB",
                        "More RAM = better multitasking"
                    ]
                }
            ],
            "service_recommendations_detailed": [
                {
                    "title": "\ud83d\udd27 Service & Thermal Paste",
                    "details": [
                        "Fresh thermal paste keeps CPU/GPU cool",
                        "Improved cooling prevents overheating & throttling",
                        "Regular servicing extends hardware life"
                    ]
                }
            ]
        }
    },
    {
        "log_id": "6c140c5b-83a",
        "timestamp": "2026-02-17T11:41:24.178232",
        "action": "ADD",
        "entity_type": "MACHINE",
        "entity_id": "MHA-7bfd02d0",
        "details": "Added machine: Dell Optiplex 3010  assigned to Joy",
        "user": "System",
        "state_data": {
            "machine_code": "MHA-7bfd02d0",
            "computer_name": "Dell Optiplex 3010 ",
            "processor": "Core i5",
            "generation": "2nd Gen",
            "ram": "4GB",
            "device_type": "Desktop",
            "storage_type": "2.5 SSD",
            "cpu_temp": "50-70 Alarming",
            "peripherals": "Mouse, Keyboard",
            "monitor_size": "19 Wide",
            "screen_size": "",
            "battery_health": "",
            "backup_status": "No",
            "ups_status": "No",
            "machine_location": "Thika Branch",
            "assigned_to": "Joy",
            "assigned_to_code": "USR-1bcb49",
            "status": "Active",
            "last_checked": "2026-02-17",
            "next_service": "2026-06-17",
            "last_service_repaste": "",
            "service_done": false,
            "recommended_upgrades": "\ud83e\udde0 RAM Upgrade (\u22658GB)",
            "replacement": "Yes - Consider replacement",
            "health_score": 25,
            "lifecycle": "Legacy",
            "zone_lifecycle": "Legacy (1st-5th Gen)",
            "health": "Critical",
            "backup_category": "Single Point Failure",
            "repair_risk": "Low Risk",
            "recommended_service": "\ud83d\udd27 Service & Thermal Paste",
            "recommendations_detailed": [
                {
                    "title": "\ud83e\udde0 RAM Upgrade (\u22658GB)",
                    "details": [
                        "Windows 10 minimum requirement is 8GB",
                        "More RAM = better multitasking"
                    ]
                }
            ],
            "service_recommendations_detailed": [
                {
                    "title": "\ud83d\udd27 Service & Thermal Paste",
                    "details": [
                        "Fresh thermal paste keeps CPU/GPU cool",
                        "Improved cooling prevents overheating & throttling",
                        "Regular servicing extends hardware life"
                    ]
                }
            ]
        }
    },
    {
        "log_id": "713f9242-b44",
        "timestamp": "2026-02-17T14:27:07.916411",
        "action": "EDIT",
        "entity_type": "MACHINE",
        "entity_id": "MHA-a51a7d72",
        "details": "Edited machine: Dell Optiplex 3050 ",
        "user": "System",
        "state_data": {
            "machine_code": "MHA-a51a7d72",
            "computer_name": "Dell Optiplex 3050 ",
            "processor": "Core i5",
            "generation": "6th Gen",
            "ram": "8GB",
            "storage_type": "2.5 SSD",
            "cpu_temp": "50-70 Alarming",
            "peripherals": "Mouse, Keyboard",
            "backup_status": "Yes",
            "ups_status": "No",
            "last_checked": "2026-01-29",
            "recommended_upgrades": "\u2705 No upgrades needed",
            "replacement": "No",
            "assigned_to": "Fiona",
            "machine_location": "HQ Nairobi",
            "next_service": "2026-05-29",
            "lifecycle": "Aging",
            "health": "Healthy",
            "backup_category": "Safe",
            "repair_risk": "Low Risk",
            "last_service_repaste": "2026-02-11",
            "health_score": 90,
            "zone_lifecycle": "Mid-Range (6th-10th Gen)",
            "device_type": "Desktop",
            "recommendations_detailed": [],
            "recommended_service": "\u2705 Recently serviced",
            "service_recommendations_detailed": [],
            "status": "Active",
            "service_done": true,
            "backup_type": "Cloud Backup (OneDrive/Google Drive/etc.)",
            "assigned_to_code": "USR-3f0ddb",
            "monitor_size": "24 Edge to Edge",
            "screen_size": "",
            "battery_health": ""
        }
    },
    {
        "log_id": "b2ec5ce8-2f8",
        "timestamp": "2026-02-21T16:09:41.666446",
        "action": "RECALCULATE",
        "entity_type": "SYSTEM",
        "entity_id": "ALL_MACHINES",
        "details": "Recalculated health scores for 43 machines",
        "user": "System",
        "state_data": null
    },
    {
        "log_id": "afceb0ee-4fa",
        "timestamp": "2026-02-21T18:07:40.164192",
        "action": "ADD",
        "entity_type": "UPGRADE",
        "entity_id": "MHA-5a0f76c2",
        "details": "Upgraded Hp Compaq 6200 Pro Sff - RAM: Yes, Storage: No",
        "user": "System",
        "state_data": {
            "upgrade_id": "dac2e79d",
            "machine_code": "MHA-5a0f76c2",
            "computer_name": "Hp Compaq 6200 Pro Sff",
            "upgrade_date": "2026-02-12",
            "ram_upgraded": "Yes",
            "ram_added": "4",
            "original_ram": "4GB",
            "new_ram": "8GB",
            "storage_upgraded": "No",
            "new_storage": "2.5 SSD",
            "includes_service": "yes",
            "backup_verified": "Yes",
            "upgrade_cost": "4500",
            "technician": "JOSEPH",
            "signature": "THK",
            "notes": ""
        }
    },
    {
        "log_id": "c88f4154-c61",
        "timestamp": "2026-02-21T18:12:44.505661",
        "action": "ADD_BATCH",
        "entity_type": "UPGRADE",
        "entity_id": "BATCH",
        "details": "Batch added 3 upgrades",
        "user": "System",
        "state_data": null
    },
    {
        "log_id": "4991d509-c00",
        "timestamp": "2026-02-23T11:02:53.156245",
        "action": "DELETE",
        "entity_type": "MACHINE",
        "entity_id": "MHA-0f40bfe6",
        "details": "Deleted machine: Test-PC",
        "user": "System",
        "state_data": null
    },
    {
        "log_id": "c72b09b2-4b6",
        "timestamp": "2026-02-23T11:33:00.187927",
        "action": "DELETE",
        "entity_type": "UPGRADE",
        "entity_id": "02506c0f",
        "details": "Deleted upgrade for Test-PC",
        "user": "System",
        "state_data": null
    },
    {
        "log_id": "2e76306e-cae",
        "timestamp": "2026-02-23T11:38:31.295984",
        "action": "DELETE",
        "entity_type": "UPGRADE",
        "entity_id": "193432de",
        "details": "Deleted upgrade for HP Probook 470 G2",
        "user": "System",
        "state_data": null
    },
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