2026-02-13 14:22:53.6114 | System | Loading configuration...
2026-02-13 14:22:53.8375 | System | Configuration loaded successfully.
2026-02-13 14:22:53.8379 | System | Retrieving configuration model...
2026-02-13 14:22:53.9061 | System | Configuration model retrieved successfully.
2026-02-13 14:22:53.9066 | System | Setting up DefaultAzureCredential...
2026-02-13 14:22:54.0896 | System | DefaultAzureCredential setup completed.
2026-02-13 14:22:54.0904 | System | Configuring SecretClient...
2026-02-13 14:22:54.0991 | System | Secret Client configured successfully.
2026-02-13 14:22:54.1037 | System | Initializing Persistent Agents Client...
2026-02-13 14:22:54.1194 | System | Persistent Agents Client initialized successfully.
2026-02-13 14:22:54.1208 | System | Choose an option:
2026-02-13 14:22:54.1210 | System | 1 - Evaluate Agents
2026-02-13 14:22:54.1215 | System | 2 - Evaluate Multi Agents
2026-02-13 14:22:54.1228 | System | 3 - Evaluate Human-in-the-loop Orchestration Workflows
2026-02-13 14:22:54.1233 | System | 4 - Evaluate Sequantial Orchestration Workflows
2026-02-13 14:22:54.1236 | System | 5 - Generate CSVs
2026-02-13 14:22:54.1262 | System | 6 - Exit
2026-02-13 14:22:54.1265 | System | Enter choice (1/2/3/4/5/6): 2026-02-13 14:22:57.7289 | System | Evaluating Plan Multi Agent
2026-02-13 14:22:57.7592 | Test | Evaluating An orchestrator agent with digital twin agent, guideline agent and plan agent. using Tests\Multi-Agent\ma-dta-test-c-5.json.
2026-02-13 14:22:57.8945 | Test | Loaded 11 prompts from JSON file.
2026-02-13 14:22:57.8964 | Test | Creating Sub Persistent Agent: DigitalTwinAgent...
2026-02-13 14:22:57.8967 | Test | Retrieving secret from Key Vault...
2026-02-13 14:23:00.1193 | Test | Creating ClientSecretCredential...
2026-02-13 14:23:00.1205 | Test | Validating scope...
2026-02-13 14:23:00.1208 | Test | Requesting access token...
2026-02-13 14:23:00.6390 | Test | Defining MCP Tool...
2026-02-13 14:23:00.6398 | Test | Creating Sub Persistent Agent...
2026-02-13 14:23:11.5110 | Test | Sub Persistent Agent Id: asst_X2ACjTRIWVAQmCAOFIFbXK2q Name: DigitalTwinAgent Model: gpt-4o
2026-02-13 14:23:11.5117 | Test | Defining Handle Digital Twin realted tasks using their digital twin id.
2026-02-13 14:23:11.5128 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-13 14:23:11.5132 | Test | Configuring MCP Tool Resource...
2026-02-13 14:23:11.5144 | Test | Creating Sub Persistent Agent: GuidelineAgent...
2026-02-13 14:23:11.5145 | Test | Retrieving secret from Key Vault...
2026-02-13 14:23:11.5846 | Test | Creating ClientSecretCredential...
2026-02-13 14:23:11.5849 | Test | Validating scope...
2026-02-13 14:23:11.5851 | Test | Requesting access token...
2026-02-13 14:23:11.7054 | Test | Defining MCP Tool...
2026-02-13 14:23:11.7073 | Test | Creating Sub Persistent Agent...
2026-02-13 14:23:11.8999 | Test | Sub Persistent Agent Id: asst_UEpu2rwIJEij9KMHkHQg3nfb Name: GuidelineAgent Model: gpt-4o
2026-02-13 14:23:11.9002 | Test | Defining Provide guidelines and best practices.
2026-02-13 14:23:11.9005 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-13 14:23:11.9007 | Test | Configuring MCP Tool Resource...
2026-02-13 14:23:11.9010 | Test | Creating Sub Persistent Agent: PlanAgent...
2026-02-13 14:23:11.9012 | Test | Retrieving secret from Key Vault...
2026-02-13 14:23:11.9562 | Test | Creating ClientSecretCredential...
2026-02-13 14:23:11.9565 | Test | Validating scope...
2026-02-13 14:23:11.9566 | Test | Requesting access token...
2026-02-13 14:23:12.0692 | Test | Defining MCP Tool...
2026-02-13 14:23:12.0703 | Test | Creating Sub Persistent Agent...
2026-02-13 14:23:12.3064 | Test | Sub Persistent Agent Id: asst_foFdMlqDuFTYQYKq1R43nSdD Name: PlanAgent Model: gpt-4o
2026-02-13 14:23:12.3151 | Test | Defining Create action plans based on the context provided.
2026-02-13 14:23:12.3161 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-13 14:23:12.3161 | Test | Configuring MCP Tool Resource...
2026-02-13 14:23:12.3163 | Test | Creating Main Persistent Agent...
2026-02-13 14:23:12.5209 | Test | Main Persistent Agent Id: asst_bWwIsL9p1t4nHv9SBFwCFMVv Name: MainAgent Model: gpt-4o
2026-02-13 14:23:12.5211 | Test | Creating Persistent Agent Thread...
2026-02-13 14:23:12.6997 | Test | Persistent Agent Thread Id: thread_T5xeXJHtJIxTTHQ2j4s296p1
2026-02-13 14:23:12.7000 | Test | An orchestrator agent with digital twin agent, guideline agent and plan agent. chat started. Type 'exit' to quit.
2026-02-13 14:23:12:7001 | Test | show me what mcp tools this agent can use.
2026-02-13 14:23:12.7002 | Agent | Sending test message to Main Persistent Agent...
2026-02-13 14:23:12.9616 | Agent | Creating thread run...
2026-02-13 14:23:13.8174 | Agent | Thread run created with Id: run_oOvOEGRNE7mL12krPzMC0iDi. Monitoring run status...
2026-02-13 14:23:14.4326 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 13/02/2026 14:23:14 +00:00
2026-02-13 14:23:15.0399 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 13/02/2026 14:23:14 +00:00
2026-02-13 14:23:15.6327 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 13/02/2026 14:23:14 +00:00
2026-02-13 14:23:15.8055 | Agent | No annotations
2026-02-13 14:23:16.2145 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 13/02/2026 14:23:14 +00:00
2026-02-13 14:23:16.3939 | Agent | No annotations
2026-02-13 14:23:16.4225 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-13 14:23:16.7210 | Agent | The agent can utilize the following MCP (Multi-Channel Platform) tools:

1. **DigitalTwinAgent**: This tool is used for handling tasks related to digital twins. It allows the agent to interact with and retrieve information about digital twins using their digital twin ID.

2. **GuidelineAgent**: This tool provides guidelines and best practices. It is useful for offering structured advice and recommendations based on the user's queries.

3. **PlanAgent**: This tool is used to create action plans based on the context provided. It helps in organizing and outlining steps to achieve specific goals or tasks.

Each of these tools serves a specific purpose and can be invoked based on the nature of the user's request.
2026-02-13 14:23:16:7235 | Test | can this agent use any other mcp tools?
2026-02-13 14:23:16.7237 | Agent | Sending test message to Main Persistent Agent...
2026-02-13 14:23:16.9364 | Agent | Creating thread run...
2026-02-13 14:23:17.4833 | Agent | Thread run created with Id: run_jt0v4pVEFh87udxYZ9187HOd. Monitoring run status...
2026-02-13 14:23:18.2766 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 13/02/2026 14:23:18 +00:00
2026-02-13 14:23:18.8973 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 13/02/2026 14:23:18 +00:00
2026-02-13 14:23:19.0681 | Agent | No annotations
2026-02-13 14:23:19.4710 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 13/02/2026 14:23:18 +00:00
2026-02-13 14:23:19.6405 | Agent | No annotations
2026-02-13 14:23:19.6443 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-13 14:23:19.8477 | Agent | No, this agent is currently configured to use only the three MCP tools mentioned:

1. **DigitalTwinAgent**
2. **GuidelineAgent**
3. **PlanAgent**

These tools cover tasks related to digital twins, providing guidelines, and creating action plans. Other MCP tools are not available to this agent.
2026-02-13 14:23:19:8509 | Test | get a list of all available digital twins for illuminance sensor 1.
2026-02-13 14:23:19.8583 | Agent | Sending test message to Main Persistent Agent...
2026-02-13 14:23:20.0513 | Agent | Creating thread run...
2026-02-13 14:23:20.5058 | Agent | Thread run created with Id: run_K36Q0sMxOR4Ofs3hNuKYJKEi. Monitoring run status...
2026-02-13 14:23:21.6742 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:21 +00:00
2026-02-13 14:23:22.0677 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:21 +00:00
2026-02-13 14:23:22.4780 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:21 +00:00
2026-02-13 14:23:22.8648 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:21 +00:00
2026-02-13 14:23:23.3000 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:21 +00:00
2026-02-13 14:23:23.6757 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:21 +00:00
2026-02-13 14:23:24.0633 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:21 +00:00
2026-02-13 14:23:24.4455 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:21 +00:00
2026-02-13 14:23:24.8394 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:21 +00:00
2026-02-13 14:23:25.2197 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:21 +00:00
2026-02-13 14:23:25.6247 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:21 +00:00
2026-02-13 14:23:26.0260 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:21 +00:00
2026-02-13 14:23:26.4050 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:21 +00:00
2026-02-13 14:23:26.7713 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:21 +00:00
2026-02-13 14:23:27.1530 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:21 +00:00
2026-02-13 14:23:27.7130 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:21 +00:00
2026-02-13 14:23:27.7141 | Agent | Run Step Tool Call - Key:call_Ap4AZachhMLJVogbgqiiwQk7
2026-02-13 14:23:28.1051 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 13/02/2026 14:23:21 +00:00
2026-02-13 14:23:28.1053 | Agent | Run Step Tool Call - Key:call_Ap4AZachhMLJVogbgqiiwQk7
2026-02-13 14:23:28.4976 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 13/02/2026 14:23:21 +00:00
2026-02-13 14:23:28.4978 | Agent | Run Step Tool Call - Key:call_Ap4AZachhMLJVogbgqiiwQk7
2026-02-13 14:23:28.4979 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-13 14:23:28.6626 | Agent | The available digital twin for "illuminance sensor 1" is:

- **illuminance_sensor_1**

If you need further information or actions related to this digital twin, feel free to ask!
2026-02-13 14:23:28:6669 | Test | get the model id for the illuminance sensor 1 twin.
2026-02-13 14:23:28.6678 | Agent | Sending test message to Main Persistent Agent...
2026-02-13 14:23:28.8568 | Agent | Creating thread run...
2026-02-13 14:23:29.3243 | Agent | Thread run created with Id: run_JFzVmTzd7aYuE4W94IpnYeSK. Monitoring run status...
2026-02-13 14:23:30.4897 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:30.9303 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:31.3324 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:31.7098 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:32.1398 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:32.5446 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:32.9477 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:33.3507 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:33.7239 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:34.1510 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:34.5523 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:34.9753 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:35.4587 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:35.8453 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:36.2216 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:36.5902 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:37.0013 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:37.4230 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:37.8091 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:38.2290 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:38.6480 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:39.0382 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:39.4633 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:39.9161 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:40.3122 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:40.7254 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:41.1502 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:41.5667 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:41.5710 | Agent | Run Step Tool Call - Key:call_skWj5RHZhvp9HoDw2eeQy1WQ
2026-02-13 14:23:41.9974 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:41.9976 | Agent | Run Step Tool Call - Key:call_skWj5RHZhvp9HoDw2eeQy1WQ
2026-02-13 14:23:42.4185 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 13/02/2026 14:23:30 +00:00
2026-02-13 14:23:42.4188 | Agent | Run Step Tool Call - Key:call_skWj5RHZhvp9HoDw2eeQy1WQ
2026-02-13 14:23:42.4193 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-13 14:23:42.5965 | Agent | The model ID for the "illuminance_sensor_1" twin is represented by the telemetry trace ID: `019c5760-fc8e-8db8-ae8f-d4e1b1ff9bd5`. If you need more information or further actions, please let me know!
2026-02-13 14:23:42:5967 | Test | get a full list of all controls linked to the illuminance sensor 1 twin. don’t leave anything out.
2026-02-13 14:23:42.5974 | Agent | Sending test message to Main Persistent Agent...
2026-02-13 14:23:42.8059 | Agent | Creating thread run...
2026-02-13 14:23:43.3568 | Agent | Thread run created with Id: run_1s4s9i1BG2seoCKeMIMSUzgr. Monitoring run status...
2026-02-13 14:23:44.6841 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:44 +00:00
2026-02-13 14:23:45.0965 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:44 +00:00
2026-02-13 14:23:45.5116 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:44 +00:00
2026-02-13 14:23:45.9199 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:44 +00:00
2026-02-13 14:23:46.2876 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:44 +00:00
2026-02-13 14:23:46.7332 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:44 +00:00
2026-02-13 14:23:47.1237 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:44 +00:00
2026-02-13 14:23:47.5466 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:44 +00:00
2026-02-13 14:23:47.9561 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:44 +00:00
2026-02-13 14:23:48.3280 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:44 +00:00
2026-02-13 14:23:48.7643 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:44 +00:00
2026-02-13 14:23:49.1312 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:44 +00:00
2026-02-13 14:23:49.5326 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:44 +00:00
2026-02-13 14:23:49.9366 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:44 +00:00
2026-02-13 14:23:50.3139 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:44 +00:00
2026-02-13 14:23:50.7007 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:44 +00:00
2026-02-13 14:23:50.7023 | Agent | Run Step Tool Call - Key:call_D3CB6SLqMqoxJ6kyr1O29Cyo
2026-02-13 14:23:51.1957 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 13/02/2026 14:23:44 +00:00
2026-02-13 14:23:51.1978 | Agent | Run Step Tool Call - Key:call_D3CB6SLqMqoxJ6kyr1O29Cyo
2026-02-13 14:23:51.6614 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 13/02/2026 14:23:44 +00:00
2026-02-13 14:23:51.6626 | Agent | Run Step Tool Call - Key:call_D3CB6SLqMqoxJ6kyr1O29Cyo
2026-02-13 14:23:51.6628 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-13 14:23:51.8375 | Agent | The "illuminance_sensor_1" twin does not have any specific controls linked to it, as it primarily functions as a sensor to measure illuminance levels. If you have any other questions or need further assistance, feel free to ask!
2026-02-13 14:23:51:8399 | Test | get a full list of all properties linked to the illuminance sensor 1 twin. don’t include properties that are inside controls, and don’t leave anything out.
2026-02-13 14:23:51.8400 | Agent | Sending test message to Main Persistent Agent...
2026-02-13 14:23:52.0548 | Agent | Creating thread run...
2026-02-13 14:23:52.5798 | Agent | Thread run created with Id: run_THh1x7ss3KDrgi4NEsVxq8Ld. Monitoring run status...
2026-02-13 14:23:53.3851 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:53 +00:00
2026-02-13 14:23:53.7547 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:53 +00:00
2026-02-13 14:23:54.1517 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:53 +00:00
2026-02-13 14:23:54.5443 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:53 +00:00
2026-02-13 14:23:54.9279 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:53 +00:00
2026-02-13 14:23:55.3015 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:53 +00:00
2026-02-13 14:23:55.7112 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:53 +00:00
2026-02-13 14:23:56.0942 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:53 +00:00
2026-02-13 14:23:56.4710 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:53 +00:00
2026-02-13 14:23:56.9026 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:53 +00:00
2026-02-13 14:23:57.2967 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:53 +00:00
2026-02-13 14:23:57.7001 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:53 +00:00
2026-02-13 14:23:58.1204 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:53 +00:00
2026-02-13 14:23:58.4914 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:53 +00:00
2026-02-13 14:23:58.8952 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:53 +00:00
2026-02-13 14:23:59.3033 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:23:53 +00:00
2026-02-13 14:23:59.7482 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 13/02/2026 14:23:53 +00:00
2026-02-13 14:23:59.7483 | Agent | Run Step Tool Call - Key:call_7Agrz2miMRUbqvKbtVyZxmNR
2026-02-13 14:24:00.1438 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 13/02/2026 14:23:53 +00:00
2026-02-13 14:24:00.1441 | Agent | Run Step Tool Call - Key:call_7Agrz2miMRUbqvKbtVyZxmNR
2026-02-13 14:24:00.5833 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 13/02/2026 14:23:53 +00:00
2026-02-13 14:24:00.5835 | Agent | Run Step Tool Call - Key:call_7Agrz2miMRUbqvKbtVyZxmNR
2026-02-13 14:24:00.9824 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 13/02/2026 14:23:53 +00:00
2026-02-13 14:24:00.9826 | Agent | Run Step Tool Call - Key:call_7Agrz2miMRUbqvKbtVyZxmNR
2026-02-13 14:24:01.4818 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 13/02/2026 14:23:53 +00:00
2026-02-13 14:24:01.4822 | Agent | Run Step Tool Call - Key:call_7Agrz2miMRUbqvKbtVyZxmNR
2026-02-13 14:24:01.4827 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-13 14:24:01.6671 | Agent | The properties linked to the "illuminance_sensor_1" twin, excluding those inside controls, include:

- **lux**: This property represents the current illuminance value measured by the sensor, which is `0.04` lux.

If you need further information or have any other questions, feel free to ask!
2026-02-13 14:24:01:6682 | Test | get only the telemetry trace id property from the illuminance sensor 1 twin.
2026-02-13 14:24:01.6685 | Agent | Sending test message to Main Persistent Agent...
2026-02-13 14:24:01.8527 | Agent | Creating thread run...
2026-02-13 14:24:02.3272 | Agent | Thread run created with Id: run_ACLUkSB5oq8A75kwNmsdT8hz. Monitoring run status...
2026-02-13 14:24:03.4731 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:03 +00:00
2026-02-13 14:24:03.9007 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:03 +00:00
2026-02-13 14:24:04.2760 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:03 +00:00
2026-02-13 14:24:04.6423 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:03 +00:00
2026-02-13 14:24:05.1667 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:03 +00:00
2026-02-13 14:24:05.5293 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:03 +00:00
2026-02-13 14:24:05.8944 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:03 +00:00
2026-02-13 14:24:06.2896 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:03 +00:00
2026-02-13 14:24:06.7057 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:03 +00:00
2026-02-13 14:24:07.1374 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:03 +00:00
2026-02-13 14:24:07.5242 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:03 +00:00
2026-02-13 14:24:07.8997 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:03 +00:00
2026-02-13 14:24:08.2825 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:03 +00:00
2026-02-13 14:24:08.6746 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:03 +00:00
2026-02-13 14:24:09.0654 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:03 +00:00
2026-02-13 14:24:09.4759 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 13/02/2026 14:24:03 +00:00
2026-02-13 14:24:09.4766 | Agent | Run Step Tool Call - Key:call_EJOF0L5rRkarH9Fs49k86BNE
2026-02-13 14:24:09.8695 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 13/02/2026 14:24:03 +00:00
2026-02-13 14:24:09.8699 | Agent | Run Step Tool Call - Key:call_EJOF0L5rRkarH9Fs49k86BNE
2026-02-13 14:24:09.8701 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-13 14:24:10.0655 | Agent | The telemetry trace ID property for the "illuminance_sensor_1" twin is `019c5760-fc8e-8db8-ae8f-d4e1b1ff9bd5`. If you need further assistance or information, feel free to ask!
2026-02-13 14:24:10:0657 | Test | get only the lux property from the illuminance sensor 1 twin.
2026-02-13 14:24:10.0672 | Agent | Sending test message to Main Persistent Agent...
2026-02-13 14:24:10.2597 | Agent | Creating thread run...
2026-02-13 14:24:10.6792 | Agent | Thread run created with Id: run_iK4AwazfQwBV70DIKKY2zA4X. Monitoring run status...
2026-02-13 14:24:12.5194 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:12 +00:00
2026-02-13 14:24:12.8807 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:12 +00:00
2026-02-13 14:24:13.2480 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:12 +00:00
2026-02-13 14:24:13.6421 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:12 +00:00
2026-02-13 14:24:13.9995 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:12 +00:00
2026-02-13 14:24:14.4429 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:12 +00:00
2026-02-13 14:24:14.8597 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:12 +00:00
2026-02-13 14:24:15.2476 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:12 +00:00
2026-02-13 14:24:15.6218 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:12 +00:00
2026-02-13 14:24:16.0590 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:12 +00:00
2026-02-13 14:24:16.4678 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:12 +00:00
2026-02-13 14:24:16.8705 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:12 +00:00
2026-02-13 14:24:17.2980 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:12 +00:00
2026-02-13 14:24:17.7121 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:12 +00:00
2026-02-13 14:24:18.1046 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:12 +00:00
2026-02-13 14:24:18.5321 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:12 +00:00
2026-02-13 14:24:18.9315 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 13/02/2026 14:24:12 +00:00
2026-02-13 14:24:18.9318 | Agent | Run Step Tool Call - Key:call_r4WDuVk6wv7N714RUAH9ve9T
2026-02-13 14:24:19.3296 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 13/02/2026 14:24:12 +00:00
2026-02-13 14:24:19.3298 | Agent | Run Step Tool Call - Key:call_r4WDuVk6wv7N714RUAH9ve9T
2026-02-13 14:24:19.3298 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-13 14:24:19.5285 | Agent | The lux property for the "illuminance_sensor_1" twin is `0.04` lux. If you have any more questions or need further assistance, feel free to ask!
2026-02-13 14:24:19:5286 | Test | get only the lux property from the illuminance sensor 1 twin. if the lux value is below 20, then get only the telemetry trace id property.
2026-02-13 14:24:19.5295 | Agent | Sending test message to Main Persistent Agent...
2026-02-13 14:24:19.7222 | Agent | Creating thread run...
2026-02-13 14:24:20.3529 | Agent | Thread run created with Id: run_buahu9ehw5Jvh9zpfb1YDX2h. Monitoring run status...
2026-02-13 14:24:21.6347 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:21 +00:00
2026-02-13 14:24:22.0025 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:21 +00:00
2026-02-13 14:24:22.3930 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:21 +00:00
2026-02-13 14:24:22.7578 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:21 +00:00
2026-02-13 14:24:23.1658 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:21 +00:00
2026-02-13 14:24:23.5860 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:21 +00:00
2026-02-13 14:24:24.0092 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:21 +00:00
2026-02-13 14:24:24.3973 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:21 +00:00
2026-02-13 14:24:24.9330 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:21 +00:00
2026-02-13 14:24:25.3444 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:21 +00:00
2026-02-13 14:24:25.7378 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:21 +00:00
2026-02-13 14:24:26.1245 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:21 +00:00
2026-02-13 14:24:26.5025 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:21 +00:00
2026-02-13 14:24:26.8715 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:21 +00:00
2026-02-13 14:24:27.2696 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:21 +00:00
2026-02-13 14:24:27.2719 | Agent | Run Step Tool Call - Key:call_5GrtOXvx4lGBS89A7jxVQnrh
2026-02-13 14:24:28.2566 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 13/02/2026 14:24:21 +00:00
2026-02-13 14:24:28.2567 | Agent | Run Step Tool Call - Key:call_5GrtOXvx4lGBS89A7jxVQnrh
2026-02-13 14:24:28.6976 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 13/02/2026 14:24:21 +00:00
2026-02-13 14:24:28.6983 | Agent | Run Step Tool Call - Key:call_5GrtOXvx4lGBS89A7jxVQnrh
2026-02-13 14:24:28.7003 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-13 14:24:28.8811 | Agent | The lux property for the "illuminance_sensor_1" twin is `0.04` lux, which is below 20. Therefore, the telemetry trace ID property is `019c5760-fc8e-8db8-ae8f-d4e1b1ff9bd5`. If you need further assistance or information, feel free to ask!
2026-02-13 14:24:28:8828 | Test | get only the telemetry trace id property from the illuminance sensor 1 twin. if it has a value, then get only the lux property.
2026-02-13 14:24:28.8828 | Agent | Sending test message to Main Persistent Agent...
2026-02-13 14:24:29.0916 | Agent | Creating thread run...
2026-02-13 14:24:29.5477 | Agent | Thread run created with Id: run_dnNpQrkKOtaSGVnwL2ksq0RI. Monitoring run status...
2026-02-13 14:24:30.3200 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:30 +00:00
2026-02-13 14:24:30.7056 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:30 +00:00
2026-02-13 14:24:31.1446 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:30 +00:00
2026-02-13 14:24:31.5685 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:30 +00:00
2026-02-13 14:24:31.9473 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:30 +00:00
2026-02-13 14:24:32.3134 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:30 +00:00
2026-02-13 14:24:32.7180 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:30 +00:00
2026-02-13 14:24:33.1063 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:30 +00:00
2026-02-13 14:24:33.4941 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:30 +00:00
2026-02-13 14:24:33.8809 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:30 +00:00
2026-02-13 14:24:34.2736 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:30 +00:00
2026-02-13 14:24:34.6761 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:30 +00:00
2026-02-13 14:24:35.0461 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:30 +00:00
2026-02-13 14:24:35.4101 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:30 +00:00
2026-02-13 14:24:35.8238 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:30 +00:00
2026-02-13 14:24:36.2196 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:30 +00:00
2026-02-13 14:24:36.6329 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 13/02/2026 14:24:30 +00:00
2026-02-13 14:24:36.6331 | Agent | Run Step Tool Call - Key:call_mro7Y8BrAHrkqeCG5dwNxZaR
2026-02-13 14:24:37.0271 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 13/02/2026 14:24:30 +00:00
2026-02-13 14:24:37.0275 | Agent | Run Step Tool Call - Key:call_mro7Y8BrAHrkqeCG5dwNxZaR
2026-02-13 14:24:37.4539 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 13/02/2026 14:24:30 +00:00
2026-02-13 14:24:37.4543 | Agent | Run Step Tool Call - Key:call_mro7Y8BrAHrkqeCG5dwNxZaR
2026-02-13 14:24:37.4548 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-13 14:24:37.6451 | Agent | The telemetry trace ID property for the "illuminance_sensor_1" twin is `019c5760-fc8e-8db8-ae8f-d4e1b1ff9bd5`, which has a value. Therefore, the lux property is `0.04` lux. If you have any more questions or need further assistance, feel free to ask!
2026-02-13 14:24:37:6459 | Test | exit
2026-02-13 14:24:37.6460 | Agent | Exiting An orchestrator agent with digital twin agent, guideline agent and plan agent. chat...
2026-02-13 14:24:37.6460 | Agent | Deleting Sub Persistent Agent: DigitalTwinAgent...
2026-02-13 14:24:37.9648 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-13 14:24:37.9656 | Agent | Deleting Sub Persistent Agent: GuidelineAgent...
2026-02-13 14:24:38.1763 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-13 14:24:38.1769 | Agent | Deleting Sub Persistent Agent: PlanAgent...
2026-02-13 14:24:38.3921 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-13 14:24:38.6393 | Agent | Main Persistent agent deleted. Goodbye!
2026-02-13 14:24:38.9064 | Test | Finished An orchestrator agent with digital twin agent, guideline agent and plan agent. Multi-Agent Evaluation.
2026-02-13 14:24:38.9075 | System | Choose an option:
2026-02-13 14:24:38.9100 | System | 1 - Evaluate Agents
2026-02-13 14:24:38.9102 | System | 2 - Evaluate Multi Agents
2026-02-13 14:24:38.9103 | System | 3 - Evaluate Human-in-the-loop Orchestration Workflows
2026-02-13 14:24:38.9103 | System | 4 - Evaluate Sequantial Orchestration Workflows
2026-02-13 14:24:38.9104 | System | 5 - Generate CSVs
2026-02-13 14:24:38.9105 | System | 6 - Exit
2026-02-13 14:24:38.9126 | System | Enter choice (1/2/3/4/5/6): 2026-02-13 14:24:43.5345 | System | Exiting...
2026-02-13 14:24:43.5348 | System | Preparing to save evaluation results...
2026-02-13 14:24:43.5350 | System | Creating result folder: Result
2026-02-13 14:24:43.5352 | System | Result folder created at 24/01/2026 23:31:22.
2026-02-13 14:24:43.5368 | System | Serializing evaluation results to JSON...
2026-02-13 14:24:43.5853 | System | Writing results to file: Result\Result_20260213_142443_5350.json
2026-02-13 14:24:43.5887 | System | Result saved to Result\Result_20260213_142443_5350.json
2026-02-13 14:24:54.3244 | System | Result saved to Export_20260213_142443_8857.json
