2026-02-06 11:44:24.6426 | System | Loading configuration...
2026-02-06 11:44:24.8629 | System | Configuration loaded successfully.
2026-02-06 11:44:24.8649 | System | Retrieving configuration model...
2026-02-06 11:44:24.9523 | System | Configuration model retrieved successfully.
2026-02-06 11:44:24.9531 | System | Setting up DefaultAzureCredential...
2026-02-06 11:44:25.2359 | System | DefaultAzureCredential setup completed.
2026-02-06 11:44:25.2365 | System | Configuring SecretClient...
2026-02-06 11:44:25.2517 | System | Secret Client configured successfully.
2026-02-06 11:44:25.2533 | System | Initializing Persistent Agents Client...
2026-02-06 11:44:25.2620 | System | Persistent Agents Client initialized successfully.
2026-02-06 11:44:25.2625 | System | Choose an option:
2026-02-06 11:44:25.2629 | System | 1 - Evaluate Agents
2026-02-06 11:44:25.2631 | System | 2 - Evaluate Multi Agents
2026-02-06 11:44:25.2634 | System | 3 - Exit
2026-02-06 11:44:25.2637 | System | Enter choice (1/2/3): 2026-02-06 11:44:27.0833 | System | Evaluating Digital Twin Agent
2026-02-06 11:44:27.1283 | Test | Evaluating DigitalTwinAgent using Tests\Agent\dta-test-f-1.json.
2026-02-06 11:44:27.3179 | Test | Loaded 9 prompts from JSON file.
2026-02-06 11:44:27.3182 | Test | Retrieving secret from Key Vault...
2026-02-06 11:44:29.4363 | Test | Creating ClientSecretCredential...
2026-02-06 11:44:29.4371 | Test | Validating scope...
2026-02-06 11:44:29.4377 | Test | Requesting access token...
2026-02-06 11:44:29.8712 | Test | Defining MCP Tool...
2026-02-06 11:44:29.8722 | Test | Creating Persistent Agent...
2026-02-06 11:44:40.5247 | Test | Persistent Agent Id: asst_5Zo0XVQGc4kqM5H7DxNht0Td Name: DigitalTwinAgent Model: gpt-4o
2026-02-06 11:44:40.5250 | Test | Configuring MCP Tool Resource...
2026-02-06 11:44:40.5270 | Test | Creating Persistent Agent Thread...
2026-02-06 11:44:40.7929 | Test | Persistent Agent Thread Id: thread_vhMEjn6R3s1LGngFWfqcFnrv
2026-02-06 11:44:40.7932 | Test | DigitalTwinAgent chat started. Type 'exit' to quit.
2026-02-06 11:44:40:7934 | Test | get a list of mcp tools available for this agent
2026-02-06 11:44:40.7935 | Agent | Sending user message to Persistent Agent...
2026-02-06 11:44:41.0604 | Agent | Creating thread run...
2026-02-06 11:44:41.6053 | Agent | Thread run created with Id: run_D7jBCN0r0JhVrdtWEbZU32Cp. Monitoring run status...
2026-02-06 11:44:46.7580 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 11:44:46 +00:00
2026-02-06 11:44:47.4320 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 11:44:46 +00:00
2026-02-06 11:44:48.0908 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 11:44:46 +00:00
2026-02-06 11:44:48.7088 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 11:44:46 +00:00
2026-02-06 11:44:49.3605 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 11:44:46 +00:00
2026-02-06 11:44:50.0008 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 11:44:46 +00:00
2026-02-06 11:44:50.6039 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 11:44:46 +00:00
2026-02-06 11:44:51.2035 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 11:44:46 +00:00
2026-02-06 11:44:51.8261 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 11:44:46 +00:00
2026-02-06 11:44:52.0676 | Agent | No annotations
2026-02-06 11:44:52.0679 | Agent | Retrieving messages from Persistent Agent...
2026-02-06 11:44:52.2600 | Agent | The available MCP tools for this agent are:

1. **DigitalTwin_GetHost**: Get the host URI of the digital twins instance.

2. **DigitalTwin_Relationship_CreateAll**: Automatically create and register all required digital twin relationships between twins within an Azure Digital Twins instance.

3. **DigitalTwin_Relationship_DeleteAll**: Delete all the digital twin relationships within an Azure Digital Twins instance.

4. **DigitalTwin_Twin_Command_MoveJ_Get**: Retrieve a command of a digital twin model using a specified digital twin ID and its command name for UR cobot's control_move_j.

5. **DigitalTwin_Twin_Command_MoveJ_Set**: Execute a MoveJ (joint-space) motion on a specified Digital Twin, commanding the robot arm to move to target joint positions.

6. **DigitalTwin_Twin_Command_OpenPopup_Get**: Retrieve a command of a digital twin model using a specified digital twin ID and its command name for UR cobot's control_open_popup.

7. **DigitalTwin_Twin_Command_OpenPopup_Set**: Invoke a open popup control on a specified Digital Twin to open a popup linked to the provided control name.

8. **DigitalTwin_Twin_Command_Shared_Get**: Retrieve a command of a digital twin model using a specified digital twin ID and its command name for shared controls.

9. **DigitalTwin_Twin_Command_Shared_Set**: Invoke a shared control on the specified Digital Twin ID by executing the control associated with the provided control name.

10. **DigitalTwin_Twin_CreateAll**: Automatically create and register all required digital twins within an Azure Digital Twins instance.

11. **DigitalTwin_Twin_DeleteAll**: Automatically delete all the digital twins within an Azure Digital Twins instance.

12. **DigitalTwin_Twin_Get**: Retrieve a digital twin model using a specified digital twin ID.

13. **DigitalTwin_Twin_GetAll**: Retrieve all Digital Twin IDs from a specified Digital Twin instance.

14. **Secure_Check**: Check authorized access to the Azure Cosmos DB's, IoT Hub's, Digital Twin's, and Azure AD's Endpoints.
2026-02-06 11:44:52:2617 | Test | does this agent agent have access to other mcp tools?
2026-02-06 11:44:52.2630 | Agent | Sending user message to Persistent Agent...
2026-02-06 11:44:52.5338 | Agent | Creating thread run...
2026-02-06 11:44:53.4969 | Agent | Thread run created with Id: run_pSJphFNz8n4O5VdYCc145NSz. Monitoring run status...
2026-02-06 11:44:58.3682 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 11:44:57 +00:00
2026-02-06 11:44:58.5680 | Agent | No annotations
2026-02-06 11:44:59.0103 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 11:44:57 +00:00
2026-02-06 11:44:59.1908 | Agent | No annotations
2026-02-06 11:44:59.1936 | Agent | Retrieving messages from Persistent Agent...
2026-02-06 11:44:59.4264 | Agent | No, this agent is specifically equipped with the tools listed under the `mcp_p2_r6_fa2` namespace. It does not have access to other MCP tools outside of this set.
2026-02-06 11:44:59:4267 | Test | get a list of all available illuminance_sensor_1 digital twins
2026-02-06 11:44:59.4291 | Agent | Sending user message to Persistent Agent...
2026-02-06 11:44:59.6662 | Agent | Creating thread run...
2026-02-06 11:45:00.0738 | Agent | Thread run created with Id: run_JbhHCQWNRbhaLKMOn4srAAeD. Monitoring run status...
2026-02-06 11:45:01.8016 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 11:45:01 +00:00
2026-02-06 11:45:01.8032 | Agent | Run Step Tool Call - Key:call_6hhoReZlf6dKkFsflsCW0OkE
2026-02-06 11:45:02.3642 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 11:45:01 +00:00
2026-02-06 11:45:02.3762 | Agent | Run Step Tool Call - Key:call_6hhoReZlf6dKkFsflsCW0OkE
2026-02-06 11:45:02.3764 | Agent | Tool approval required. Approving tools...
2026-02-06 11:45:02.3768 | Agent | Approving tool call with ID: call_6hhoReZlf6dKkFsflsCW0OkE, Name: DigitalTwin_Twin_GetAll
2026-02-06 11:45:02.3776 | Agent | Submitting tool approvals...
2026-02-06 11:45:03.2361 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:45:01 +00:00
2026-02-06 11:45:03.2368 | Agent | Run Step Tool Call - Key:call_6hhoReZlf6dKkFsflsCW0OkE
2026-02-06 11:45:03.6825 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:45:01 +00:00
2026-02-06 11:45:03.6918 | Agent | Run Step Tool Call - Key:call_6hhoReZlf6dKkFsflsCW0OkE
2026-02-06 11:45:04.1702 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:45:01 +00:00
2026-02-06 11:45:04.1705 | Agent | Run Step Tool Call - Key:call_6hhoReZlf6dKkFsflsCW0OkE
2026-02-06 11:45:04.5882 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:45:01 +00:00
2026-02-06 11:45:04.5885 | Agent | Run Step Tool Call - Key:call_6hhoReZlf6dKkFsflsCW0OkE
2026-02-06 11:45:05.0475 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:45:01 +00:00
2026-02-06 11:45:05.0480 | Agent | Run Step Tool Call - Key:call_6hhoReZlf6dKkFsflsCW0OkE
2026-02-06 11:45:05.4649 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:45:01 +00:00
2026-02-06 11:45:05.4654 | Agent | Run Step Tool Call - Key:call_6hhoReZlf6dKkFsflsCW0OkE
2026-02-06 11:45:05.8876 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:45:01 +00:00
2026-02-06 11:45:05.8878 | Agent | Run Step Tool Call - Key:call_6hhoReZlf6dKkFsflsCW0OkE
2026-02-06 11:45:06.2893 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:45:01 +00:00
2026-02-06 11:45:06.2894 | Agent | Run Step Tool Call - Key:call_6hhoReZlf6dKkFsflsCW0OkE
2026-02-06 11:45:06.6908 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:45:01 +00:00
2026-02-06 11:45:06.6911 | Agent | Run Step Tool Call - Key:call_6hhoReZlf6dKkFsflsCW0OkE
2026-02-06 11:45:07.0953 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:45:01 +00:00
2026-02-06 11:45:07.0955 | Agent | Run Step Tool Call - Key:call_6hhoReZlf6dKkFsflsCW0OkE
2026-02-06 11:45:07.4954 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:45:01 +00:00
2026-02-06 11:45:07.4956 | Agent | Run Step Tool Call - Key:call_6hhoReZlf6dKkFsflsCW0OkE
2026-02-06 11:45:07.9156 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:45:01 +00:00
2026-02-06 11:45:07.9158 | Agent | Run Step Tool Call - Key:call_6hhoReZlf6dKkFsflsCW0OkE
2026-02-06 11:45:08.3511 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:45:01 +00:00
2026-02-06 11:45:08.3513 | Agent | Run Step Tool Call - Key:call_6hhoReZlf6dKkFsflsCW0OkE
2026-02-06 11:45:08.3515 | Agent | Retrieving messages from Persistent Agent...
2026-02-06 11:45:08.5629 | Agent | The available digital twins that match "illuminance_sensor_1" are:

- illuminance_sensor_1

This is the only digital twin specifically named "illuminance_sensor_1" in the list.
2026-02-06 11:45:08:5664 | Test | get the model id of the illuminance_sensor_1 twin
2026-02-06 11:45:08.5672 | Agent | Sending user message to Persistent Agent...
2026-02-06 11:45:08.7644 | Agent | Creating thread run...
2026-02-06 11:45:09.3261 | Agent | Thread run created with Id: run_9ElK4jm5nSSydBwwfB3dtf7k. Monitoring run status...
2026-02-06 11:45:11.3031 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 11:45:10 +00:00
2026-02-06 11:45:11.3037 | Agent | Run Step Tool Call - Key:call_zvi7BnDWdSVA4mcYev9CsL6H
2026-02-06 11:45:11.7248 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 11:45:10 +00:00
2026-02-06 11:45:11.7249 | Agent | Run Step Tool Call - Key:call_zvi7BnDWdSVA4mcYev9CsL6H
2026-02-06 11:45:11.7268 | Agent | Tool approval required. Approving tools...
2026-02-06 11:45:11.7270 | Agent | Approving tool call with ID: call_zvi7BnDWdSVA4mcYev9CsL6H, Name: DigitalTwin_Twin_Get
2026-02-06 11:45:11.7271 | Agent | Submitting tool approvals...
2026-02-06 11:45:12.5667 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:45:10 +00:00
2026-02-06 11:45:12.5668 | Agent | Run Step Tool Call - Key:call_zvi7BnDWdSVA4mcYev9CsL6H
2026-02-06 11:45:12.9838 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:45:10 +00:00
2026-02-06 11:45:12.9843 | Agent | Run Step Tool Call - Key:call_zvi7BnDWdSVA4mcYev9CsL6H
2026-02-06 11:45:13.3741 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:45:10 +00:00
2026-02-06 11:45:13.3766 | Agent | Run Step Tool Call - Key:call_zvi7BnDWdSVA4mcYev9CsL6H
2026-02-06 11:45:13.8272 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:45:10 +00:00
2026-02-06 11:45:13.8274 | Agent | Run Step Tool Call - Key:call_zvi7BnDWdSVA4mcYev9CsL6H
2026-02-06 11:45:14.2598 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:45:10 +00:00
2026-02-06 11:45:14.2600 | Agent | Run Step Tool Call - Key:call_zvi7BnDWdSVA4mcYev9CsL6H
2026-02-06 11:45:14.6854 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:45:10 +00:00
2026-02-06 11:45:14.6855 | Agent | Run Step Tool Call - Key:call_zvi7BnDWdSVA4mcYev9CsL6H
2026-02-06 11:45:15.0756 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:45:10 +00:00
2026-02-06 11:45:15.0759 | Agent | Run Step Tool Call - Key:call_zvi7BnDWdSVA4mcYev9CsL6H
2026-02-06 11:45:15.5466 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:45:10 +00:00
2026-02-06 11:45:15.5468 | Agent | Run Step Tool Call - Key:call_zvi7BnDWdSVA4mcYev9CsL6H
2026-02-06 11:45:15.9443 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:45:10 +00:00
2026-02-06 11:45:15.9446 | Agent | Run Step Tool Call - Key:call_zvi7BnDWdSVA4mcYev9CsL6H
2026-02-06 11:45:16.3697 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:45:10 +00:00
2026-02-06 11:45:16.3699 | Agent | Run Step Tool Call - Key:call_zvi7BnDWdSVA4mcYev9CsL6H
2026-02-06 11:45:16.7876 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:45:10 +00:00
2026-02-06 11:45:16.7878 | Agent | Run Step Tool Call - Key:call_zvi7BnDWdSVA4mcYev9CsL6H
2026-02-06 11:45:17.9100 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:45:10 +00:00
2026-02-06 11:45:17.9102 | Agent | Run Step Tool Call - Key:call_zvi7BnDWdSVA4mcYev9CsL6H
2026-02-06 11:45:18.3362 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:45:10 +00:00
2026-02-06 11:45:18.3365 | Agent | Run Step Tool Call - Key:call_zvi7BnDWdSVA4mcYev9CsL6H
2026-02-06 11:45:18.7599 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 11:45:10 +00:00
2026-02-06 11:45:18.7610 | Agent | Run Step Tool Call - Key:call_zvi7BnDWdSVA4mcYev9CsL6H
2026-02-06 11:45:18.7617 | Agent | Retrieving messages from Persistent Agent...
2026-02-06 11:45:18.9607 | Agent | The model ID for the "illuminance_sensor_1" digital twin is not explicitly provided in the response. However, the digital twin model includes telemetry data with a trace ID of `019c32c5-3526-8491-b443-cd8583c5a763` and a lux value of `47.5`. If you need the model ID, it might be necessary to refer to the system or documentation where this digital twin is registered.
2026-02-06 11:45:18:9629 | Test | get a list of all controls associated with the illuminance_sensor_1 twin. do not return a partial list. include every available control.
2026-02-06 11:45:18.9629 | Agent | Sending user message to Persistent Agent...
2026-02-06 11:45:19.1544 | Agent | Creating thread run...
2026-02-06 11:45:20.0647 | Agent | Thread run created with Id: run_l0EdTDZFtt0nrg7BsW2P2WHl. Monitoring run status...
2026-02-06 11:45:21.3440 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 11:45:20 +00:00
2026-02-06 11:45:21.9306 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 11:45:20 +00:00
2026-02-06 11:45:22.1071 | Agent | No annotations
2026-02-06 11:45:22.5839 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 11:45:20 +00:00
2026-02-06 11:45:22.7645 | Agent | No annotations
2026-02-06 11:45:22.7646 | Agent | Retrieving messages from Persistent Agent...
2026-02-06 11:45:22.9672 | Agent | The "illuminance_sensor_1" digital twin does not have any associated controls. It is primarily used for telemetry data, such as reporting illuminance levels, and does not support control operations like some other digital twin models (e.g., UR cobot or robotiq gripper).
2026-02-06 11:45:22:9674 | Test | get a list of all properties associated with the illuminance_sensor_1 twin. do not return properites inside controls. do not return a partial list. include every available property.
2026-02-06 11:45:22.9688 | Agent | Sending user message to Persistent Agent...
2026-02-06 11:45:23.1810 | Agent | Creating thread run...
2026-02-06 11:45:23.5792 | Agent | Thread run created with Id: run_QPErWW45XwyN5oQfRnkxmCUo. Monitoring run status...
2026-02-06 11:45:28.2724 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 11:45:27 +00:00
2026-02-06 11:45:28.4802 | Agent | No annotations
2026-02-06 11:45:28.9247 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 11:45:27 +00:00
2026-02-06 11:45:29.0996 | Agent | No annotations
2026-02-06 11:45:29.1002 | Agent | Retrieving messages from Persistent Agent...
2026-02-06 11:45:29.2898 | Agent | The "illuminance_sensor_1" digital twin has the following properties:

1. **lux**: Represents the illuminance level measured by the sensor.

These properties are used to report the sensor's telemetry data, specifically the light intensity in terms of lux.
2026-02-06 11:45:29:2901 | Test | get only telemetryTraceId property from the illuminance_sensor_1 twin
2026-02-06 11:45:29.2901 | Agent | Sending user message to Persistent Agent...
2026-02-06 11:45:29.6719 | Agent | Creating thread run...
2026-02-06 11:45:30.1008 | Agent | Thread run created with Id: run_0fteCWA7U62nHlyVjWOoiHR8. Monitoring run status...
2026-02-06 11:45:31.2683 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 11:45:30 +00:00
2026-02-06 11:45:31.8661 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 11:45:30 +00:00
2026-02-06 11:45:32.0963 | Agent | No annotations
2026-02-06 11:45:32.4951 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 11:45:30 +00:00
2026-02-06 11:45:32.6687 | Agent | No annotations
2026-02-06 11:45:32.6697 | Agent | Retrieving messages from Persistent Agent...
2026-02-06 11:45:32.8635 | Agent | The "illuminance_sensor_1" digital twin has a property named `telemetryTraceId`, which is used to trace telemetry data. The current value of the `telemetryTraceId` property is `019c32c5-3526-8491-b443-cd8583c5a763`.
2026-02-06 11:45:32:8696 | Test | get only lux property from the illuminance_sensor_1 twin
2026-02-06 11:45:32.8697 | Agent | Sending user message to Persistent Agent...
2026-02-06 11:45:33.0868 | Agent | Creating thread run...
2026-02-06 11:45:33.4847 | Agent | Thread run created with Id: run_KbNi6jOZkL5QwxCAsJhQzhUl. Monitoring run status...
2026-02-06 11:45:36.4440 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 11:45:35 +00:00
2026-02-06 11:45:36.6701 | Agent | No annotations
2026-02-06 11:45:37.0955 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 11:45:35 +00:00
2026-02-06 11:45:37.2863 | Agent | No annotations
2026-02-06 11:45:37.2865 | Agent | Retrieving messages from Persistent Agent...
2026-02-06 11:45:37.5027 | Agent | The "lux" property of the "illuminance_sensor_1" digital twin currently has a value of `47.5`.
2026-02-06 11:45:37:5049 | Test | exit
2026-02-06 11:45:37.5068 | Agent | Exiting DigitalTwinAgent chat...
2026-02-06 11:45:37.7931 | Agent | Persistent agent deleted. Goodbye!
2026-02-06 11:45:38.0611 | Test | Finished DigitalTwinAgent Agent Evaluation.
2026-02-06 11:45:38.0619 | System | Preparing to save evaluation results...
2026-02-06 11:45:38.0621 | System | Creating result folder: Result
2026-02-06 11:45:38.0623 | System | Result folder created at 24/01/2026 23:31:22.
2026-02-06 11:45:38.0624 | System | Serializing evaluation results to JSON...
2026-02-06 11:45:38.1174 | System | Writing results to file: Result\Result_20260206_114538_0621.json
2026-02-06 11:45:38.1275 | System | Result saved to Result\Result_20260206_114538_0621.json
2026-02-06 11:45:51.5046 | System | Result saved to Export_20260206_114538_6396.json
2026-02-06 11:45:51.6358 | System | Choose an option:
2026-02-06 11:45:51.6360 | System | 1 - Evaluate Agents
2026-02-06 11:45:51.6361 | System | 2 - Evaluate Multi Agents
2026-02-06 11:45:51.6362 | System | 3 - Exit
2026-02-06 11:45:51.6362 | System | Enter choice (1/2/3): 2026-02-06 11:45:57.7839 | System | Exiting...
