2026-02-08 12:06:06.2167 | System | Loading configuration...
2026-02-08 12:06:06.4155 | System | Configuration loaded successfully.
2026-02-08 12:06:06.4173 | System | Retrieving configuration model...
2026-02-08 12:06:06.5037 | System | Configuration model retrieved successfully.
2026-02-08 12:06:06.5042 | System | Setting up DefaultAzureCredential...
2026-02-08 12:06:06.6614 | System | DefaultAzureCredential setup completed.
2026-02-08 12:06:06.6620 | System | Configuring SecretClient...
2026-02-08 12:06:06.6693 | System | Secret Client configured successfully.
2026-02-08 12:06:06.6699 | System | Initializing Persistent Agents Client...
2026-02-08 12:06:06.6769 | System | Persistent Agents Client initialized successfully.
2026-02-08 12:06:06.6792 | System | Choose an option:
2026-02-08 12:06:06.6795 | System | 1 - Evaluate Agents
2026-02-08 12:06:06.6797 | System | 2 - Evaluate Multi Agents
2026-02-08 12:06:06.6798 | System | 3 - Evaluate Workflows
2026-02-08 12:06:06.6800 | System | 4 - Exit
2026-02-08 12:06:06.6801 | System | Enter choice (1/2/3/4): 2026-02-08 12:06:19.8154 | System | Evaluating Workflow
2026-02-08 12:06:19.8442 | Test | Evaluating An orchestrator agent with digital twin agent, guideline agent and plan agent. using Tests\Workflow\wf-test-a-2-2.json.
2026-02-08 12:06:19.9224 | Test | Loaded 9 prompts from JSON file.
2026-02-08 12:06:19.9231 | Test | Creating Sub Persistent Agent: DigitalTwinAgent...
2026-02-08 12:06:19.9233 | Test | Retrieving secret from Key Vault...
2026-02-08 12:06:21.5097 | Test | Creating ClientSecretCredential...
2026-02-08 12:06:21.5108 | Test | Validating scope...
2026-02-08 12:06:21.5111 | Test | Requesting access token...
2026-02-08 12:06:21.8695 | Test | Defining MCP Tool...
2026-02-08 12:06:21.8703 | Test | Creating Sub Persistent Agent...
2026-02-08 12:06:30.5202 | Test | Sub Persistent Agent Id: asst_HRtDvDUCOo9arV7pFD4DMI6P Name: DigitalTwinAgent Model: gpt-4o
2026-02-08 12:06:30.5206 | Test | Defining Handle Digital Twin realted tasks using their digital twin id.
2026-02-08 12:06:30.5210 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-08 12:06:30.5212 | Test | Configuring MCP Tool Resource...
2026-02-08 12:06:30.5222 | Test | Creating Sub Persistent Agent: GuidelineAgent...
2026-02-08 12:06:30.5223 | Test | Retrieving secret from Key Vault...
2026-02-08 12:06:30.5885 | Test | Creating ClientSecretCredential...
2026-02-08 12:06:30.5888 | Test | Validating scope...
2026-02-08 12:06:30.5893 | Test | Requesting access token...
2026-02-08 12:06:30.6886 | Test | Defining MCP Tool...
2026-02-08 12:06:30.6920 | Test | Creating Sub Persistent Agent...
2026-02-08 12:06:30.9306 | Test | Sub Persistent Agent Id: asst_k4vMXaGjPZmC1dtVvatvsNQG Name: GuidelineAgent Model: gpt-4o
2026-02-08 12:06:30.9447 | Test | Defining Provide guidelines and best practices.
2026-02-08 12:06:30.9535 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-08 12:06:30.9611 | Test | Configuring MCP Tool Resource...
2026-02-08 12:06:30.9649 | Test | Creating Sub Persistent Agent: PlanAgent...
2026-02-08 12:06:30.9697 | Test | Retrieving secret from Key Vault...
2026-02-08 12:06:31.0425 | Test | Creating ClientSecretCredential...
2026-02-08 12:06:31.0429 | Test | Validating scope...
2026-02-08 12:06:31.0431 | Test | Requesting access token...
2026-02-08 12:06:31.1315 | Test | Defining MCP Tool...
2026-02-08 12:06:31.1323 | Test | Creating Sub Persistent Agent...
2026-02-08 12:06:31.4131 | Test | Sub Persistent Agent Id: asst_9qthTXFb1A2iwLpR8tOOUjqT Name: PlanAgent Model: gpt-4o
2026-02-08 12:06:31.4179 | Test | Defining Create action plans based on the context provided.
2026-02-08 12:06:31.4182 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-08 12:06:31.4184 | Test | Configuring MCP Tool Resource...
2026-02-08 12:06:31.4185 | Test | Creating Main Persistent Agent...
2026-02-08 12:06:31.6279 | Test | Main Persistent Agent Id: asst_HVxX6vJF8mT2PLGTOyd3avWU Name: MainAgent Model: gpt-4o
2026-02-08 12:06:31.6283 | Test | Creating Persistent Agent Thread...
2026-02-08 12:06:31.8344 | Test | Persistent Agent Thread Id: thread_7tgZR7DFDn1M1ASxABcg39pl
2026-02-08 12:06:31.8442 | Test | An orchestrator agent with digital twin agent, guideline agent and plan agent. chat started. Type 'exit' to quit.
2026-02-08 12:06:31:8445 | User | 2026-02-08 12:06:36.2847 | Test | No user input received. Using prompt from the test file at index 0.
2026-02-08 12:06:36:2850 | Test | using plan agent, create a new plan p2 with the g3, g11, and g12 guidelines to check whether unloading position 2.
2026-02-08 12:06:36.2852 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:06:36.5061 | Agent | Creating thread run...
2026-02-08 12:06:37.0290 | Agent | Thread run created with Id: run_sUYln0z7q3NZSLEY4xZloAcC. Monitoring run status...
2026-02-08 12:06:39.3346 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:06:38 +00:00
2026-02-08 12:06:39.7552 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:06:38 +00:00
2026-02-08 12:06:40.1867 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:06:38 +00:00
2026-02-08 12:06:40.6355 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:06:38 +00:00
2026-02-08 12:06:41.1089 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:06:38 +00:00
2026-02-08 12:06:41.5094 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:06:38 +00:00
2026-02-08 12:06:41.9603 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:06:38 +00:00
2026-02-08 12:06:42.4101 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:06:38 +00:00
2026-02-08 12:06:42.9011 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:06:38 +00:00
2026-02-08 12:06:43.3100 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:06:38 +00:00
2026-02-08 12:06:43.7454 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:06:38 +00:00
2026-02-08 12:06:44.1774 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:06:38 +00:00
2026-02-08 12:06:44.6030 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:06:38 +00:00
2026-02-08 12:06:45.0599 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:06:38 +00:00
2026-02-08 12:06:45.0602 | Agent | Run Step Tool Call - Key:call_mDQwBPorQeeXqPY1qPryEVVj
2026-02-08 12:06:45.5252 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:06:38 +00:00
2026-02-08 12:06:45.5254 | Agent | Run Step Tool Call - Key:call_mDQwBPorQeeXqPY1qPryEVVj
2026-02-08 12:06:45.9520 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:06:38 +00:00
2026-02-08 12:06:45.9522 | Agent | Run Step Tool Call - Key:call_mDQwBPorQeeXqPY1qPryEVVj
2026-02-08 12:06:45.9524 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:06:46.1565 | Agent | The plan "P2" has been successfully created to check unloading position 2 using guidelines G3, G11, and G12. If you need further details or modifications, feel free to ask!
2026-02-08 12:06:46:1578 | User | 2026-02-08 12:06:55.1168 | Test | No user input received. Using prompt from the test file at index 1.
2026-02-08 12:06:55:1171 | Test | using plan agent, add a new step to plan p2 to check unloading position 2 contains an object.
2026-02-08 12:06:55.1173 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:06:55.3254 | Agent | Creating thread run...
2026-02-08 12:06:55.9745 | Agent | Thread run created with Id: run_PhfWHefkSKJzceR1l9zIa1zU. Monitoring run status...
2026-02-08 12:06:56.8853 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:06:56 +00:00
2026-02-08 12:06:57.3686 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:06:56 +00:00
2026-02-08 12:06:57.9397 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:06:56 +00:00
2026-02-08 12:06:58.6236 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:06:56 +00:00
2026-02-08 12:06:59.4778 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:06:56 +00:00
2026-02-08 12:06:59.9347 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:06:56 +00:00
2026-02-08 12:07:00.6088 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:06:56 +00:00
2026-02-08 12:07:01.0879 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:06:56 +00:00
2026-02-08 12:07:01.6379 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:06:56 +00:00
2026-02-08 12:07:02.0757 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:06:56 +00:00
2026-02-08 12:07:02.5080 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:06:56 +00:00
2026-02-08 12:07:03.0265 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:06:56 +00:00
2026-02-08 12:07:03.0435 | Agent | Run Step Tool Call - Key:call_iwup0llECMyn7aH6pjFlp8C9
2026-02-08 12:07:03.4783 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:06:56 +00:00
2026-02-08 12:07:03.4789 | Agent | Run Step Tool Call - Key:call_iwup0llECMyn7aH6pjFlp8C9
2026-02-08 12:07:03.4796 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:07:03.6877 | Agent | A new step has been added to plan "P2" to check if unloading position 2 contains an object using sensor data. If you need further modifications or additional steps, feel free to let me know!
2026-02-08 12:07:03:7129 | User | 2026-02-08 12:07:11.5127 | Test | No user input received. Using prompt from the test file at index 2.
2026-02-08 12:07:11:5131 | Test | using guideline agent, get guideline g3.
2026-02-08 12:07:11.5133 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:07:11.7111 | Agent | Creating thread run...
2026-02-08 12:07:12.1363 | Agent | Thread run created with Id: run_Wr33DjPNbKbNKGd9TLN3VFvY. Monitoring run status...
2026-02-08 12:07:13.4582 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:12 +00:00
2026-02-08 12:07:13.8625 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:12 +00:00
2026-02-08 12:07:14.3021 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:12 +00:00
2026-02-08 12:07:14.7560 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:12 +00:00
2026-02-08 12:07:15.3478 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:12 +00:00
2026-02-08 12:07:17.4467 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:12 +00:00
2026-02-08 12:07:17.9053 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:12 +00:00
2026-02-08 12:07:18.3296 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:12 +00:00
2026-02-08 12:07:18.7555 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:12 +00:00
2026-02-08 12:07:19.2224 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:12 +00:00
2026-02-08 12:07:19.7059 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:12 +00:00
2026-02-08 12:07:20.1161 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:12 +00:00
2026-02-08 12:07:21.1347 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:12 +00:00
2026-02-08 12:07:21.8464 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:12 +00:00
2026-02-08 12:07:22.3049 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:12 +00:00
2026-02-08 12:07:22.8045 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:12 +00:00
2026-02-08 12:07:23.2833 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:12 +00:00
2026-02-08 12:07:23.7420 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:12 +00:00
2026-02-08 12:07:24.2312 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:12 +00:00
2026-02-08 12:07:24.2314 | Agent | Run Step Tool Call - Key:call_u0WlF0AyLk6vZjVbho9jzbFl
2026-02-08 12:07:24.6555 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:12 +00:00
2026-02-08 12:07:24.6557 | Agent | Run Step Tool Call - Key:call_u0WlF0AyLk6vZjVbho9jzbFl
2026-02-08 12:07:25.0823 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:12 +00:00
2026-02-08 12:07:25.0826 | Agent | Run Step Tool Call - Key:call_u0WlF0AyLk6vZjVbho9jzbFl
2026-02-08 12:07:25.5373 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:12 +00:00
2026-02-08 12:07:25.5375 | Agent | Run Step Tool Call - Key:call_u0WlF0AyLk6vZjVbho9jzbFl
2026-02-08 12:07:25.5377 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:07:25.7264 | Agent | The guideline **G3** is as follows:

- **Text**: For the digital twin with ID 'infrared_sensor_2', ensure that the property 'var_detect_object' is set to 'true'.
- **Created On**: February 8, 2026
- **Last Updated On**: February 8, 2026
2026-02-08 12:07:25:7267 | User | 2026-02-08 12:07:32.2010 | Test | No user input received. Using prompt from the test file at index 3.
2026-02-08 12:07:32:2012 | Test | using plan agent, add a new state to plan p2 step 1 using digital twin id, state property and value in the text from guideline g3.
2026-02-08 12:07:32.2013 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:07:32.4468 | Agent | Creating thread run...
2026-02-08 12:07:32.9882 | Agent | Thread run created with Id: run_yjAFxCeUAqxAU6dbP91Bxebg. Monitoring run status...
2026-02-08 12:07:33.8666 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:34.3002 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:34.7274 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:35.1714 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:35.6936 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:36.1865 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:36.6480 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:37.0662 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:37.5535 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:38.0222 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:38.4529 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:38.9015 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:39.3601 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:39.8297 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:40.2919 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:40.2936 | Agent | Run Step Tool Call - Key:call_iy8d0SbRqOYG804YlpMbyIUg
2026-02-08 12:07:40.7671 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:40.7675 | Agent | Run Step Tool Call - Key:call_iy8d0SbRqOYG804YlpMbyIUg
2026-02-08 12:07:41.3508 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:41.3834 | Agent | Run Step Tool Call - Key:call_iy8d0SbRqOYG804YlpMbyIUg
2026-02-08 12:07:41.9116 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:41.9178 | Agent | Run Step Tool Call - Key:call_iy8d0SbRqOYG804YlpMbyIUg
2026-02-08 12:07:42.3740 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:42.3966 | Agent | Run Step Tool Call - Key:call_iy8d0SbRqOYG804YlpMbyIUg
2026-02-08 12:07:42.8695 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:42.8778 | Agent | Run Step Tool Call - Key:call_iy8d0SbRqOYG804YlpMbyIUg
2026-02-08 12:07:43.3688 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:43.3709 | Agent | Run Step Tool Call - Key:call_iy8d0SbRqOYG804YlpMbyIUg
2026-02-08 12:07:43.8610 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:43.8705 | Agent | Run Step Tool Call - Key:call_iy8d0SbRqOYG804YlpMbyIUg
2026-02-08 12:07:44.3632 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:44.4294 | Agent | Run Step Tool Call - Key:call_iy8d0SbRqOYG804YlpMbyIUg
2026-02-08 12:07:45.0510 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:45.1193 | Agent | Run Step Tool Call - Key:call_iy8d0SbRqOYG804YlpMbyIUg
2026-02-08 12:07:45.6691 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:45.6951 | Agent | Run Step Tool Call - Key:call_iy8d0SbRqOYG804YlpMbyIUg
2026-02-08 12:07:46.2355 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:46.2385 | Agent | Run Step Tool Call - Key:call_iy8d0SbRqOYG804YlpMbyIUg
2026-02-08 12:07:46.7303 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:46.7421 | Agent | Run Step Tool Call - Key:call_iy8d0SbRqOYG804YlpMbyIUg
2026-02-08 12:07:47.2541 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:47.2626 | Agent | Run Step Tool Call - Key:call_iy8d0SbRqOYG804YlpMbyIUg
2026-02-08 12:07:47.7041 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:47.7187 | Agent | Run Step Tool Call - Key:call_iy8d0SbRqOYG804YlpMbyIUg
2026-02-08 12:07:48.2369 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:48.2466 | Agent | Run Step Tool Call - Key:call_iy8d0SbRqOYG804YlpMbyIUg
2026-02-08 12:07:48.8200 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:48.8451 | Agent | Run Step Tool Call - Key:call_iy8d0SbRqOYG804YlpMbyIUg
2026-02-08 12:07:49.3532 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:49.4166 | Agent | Run Step Tool Call - Key:call_iy8d0SbRqOYG804YlpMbyIUg
2026-02-08 12:07:49.8944 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:49.8953 | Agent | Run Step Tool Call - Key:call_iy8d0SbRqOYG804YlpMbyIUg
2026-02-08 12:07:50.3830 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:50.4032 | Agent | Run Step Tool Call - Key:call_iy8d0SbRqOYG804YlpMbyIUg
2026-02-08 12:07:50.8701 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:50.8743 | Agent | Run Step Tool Call - Key:call_iy8d0SbRqOYG804YlpMbyIUg
2026-02-08 12:07:51.3222 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:51.3360 | Agent | Run Step Tool Call - Key:call_iy8d0SbRqOYG804YlpMbyIUg
2026-02-08 12:07:51.9281 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:51.9352 | Agent | Run Step Tool Call - Key:call_iy8d0SbRqOYG804YlpMbyIUg
2026-02-08 12:07:52.4174 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:52.4181 | Agent | Run Step Tool Call - Key:call_iy8d0SbRqOYG804YlpMbyIUg
2026-02-08 12:07:52.8806 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:52.8830 | Agent | Run Step Tool Call - Key:call_iy8d0SbRqOYG804YlpMbyIUg
2026-02-08 12:07:53.3431 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:33 +00:00
2026-02-08 12:07:53.3433 | Agent | Run Step Tool Call - Key:call_iy8d0SbRqOYG804YlpMbyIUg
2026-02-08 12:07:53.3439 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:07:53.5445 | Agent | The state condition has been successfully added to step 1 of plan "P2". It will now check if the digital twin with ID 'infrared_sensor_2' has the property 'var_detect_object' set to 'true'. If you need further adjustments or additional tasks, feel free to ask!
2026-02-08 12:07:53:5464 | User | 2026-02-08 12:07:58.2871 | Test | No user input received. Using prompt from the test file at index 4.
2026-02-08 12:07:58:2874 | Test | using guideline agent, get guideline g11.
2026-02-08 12:07:58.2877 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:07:58.5115 | Agent | Creating thread run...
2026-02-08 12:07:58.9727 | Agent | Thread run created with Id: run_XBk5OeKJDfwdWKfN8XHeSBLL. Monitoring run status...
2026-02-08 12:08:00.1065 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:00.5517 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:01.0451 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:01.6279 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:02.3463 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:02.7823 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:03.2085 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:03.6487 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:04.1136 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:04.5598 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:05.0046 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:05.4652 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:05.9187 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:06.3769 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:06.8494 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:07.2905 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:07.7708 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:08.4880 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:08.9085 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:09.3357 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:09.8383 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:10.3545 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:10.8065 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:11.2569 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:11.7264 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:12.1784 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:12.5848 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:12.9927 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:13.5179 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:14.0483 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:14.6384 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:15.0955 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:15.5349 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:16.0561 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:16.6383 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:16.6464 | Agent | Run Step Tool Call - Key:call_S0G8HaUkGWgR9YOceKsHldzs
2026-02-08 12:08:17.1512 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:07:59 +00:00
2026-02-08 12:08:17.1763 | Agent | Run Step Tool Call - Key:call_S0G8HaUkGWgR9YOceKsHldzs
2026-02-08 12:08:17.2046 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:08:17.4565 | Agent | The guideline **G11** is as follows:

- **Text**: For the digital twin with ID 'ur_cobot', use the command 'control_open_popup' with the payload property 'popup_text' and the payload value 'unloading position 2 has an object'.
- **Created On**: February 8, 2026
- **Last Updated On**: February 8, 2026
2026-02-08 12:08:17:4756 | User | 2026-02-08 12:08:23.0576 | Test | No user input received. Using prompt from the test file at index 5.
2026-02-08 12:08:23:0578 | Test | using plan agent, add a new on-task true condition for plan p2 step 1 using digital twin id, command, and property and value in the text from guideline g11.
2026-02-08 12:08:23.0579 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:08:23.2930 | Agent | Creating thread run...
2026-02-08 12:08:23.7328 | Agent | Thread run created with Id: run_96zbVMnQQJux5lVQ80XPVRLR. Monitoring run status...
2026-02-08 12:08:24.6194 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:24 +00:00
2026-02-08 12:08:25.0803 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:24 +00:00
2026-02-08 12:08:25.6722 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:24 +00:00
2026-02-08 12:08:26.1761 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:24 +00:00
2026-02-08 12:08:26.6339 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:24 +00:00
2026-02-08 12:08:27.0499 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:24 +00:00
2026-02-08 12:08:27.5428 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:24 +00:00
2026-02-08 12:08:28.0360 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:24 +00:00
2026-02-08 12:08:28.4908 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:24 +00:00
2026-02-08 12:08:28.9446 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:24 +00:00
2026-02-08 12:08:29.3884 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:24 +00:00
2026-02-08 12:08:29.8951 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:24 +00:00
2026-02-08 12:08:30.4316 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:24 +00:00
2026-02-08 12:08:30.9506 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:08:24 +00:00
2026-02-08 12:08:30.9513 | Agent | Run Step Tool Call - Key:call_KIMmscCp96r9IQO349iUdXyn
2026-02-08 12:08:31.4448 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:08:24 +00:00
2026-02-08 12:08:31.4790 | Agent | Run Step Tool Call - Key:call_KIMmscCp96r9IQO349iUdXyn
2026-02-08 12:08:31.5016 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:08:31.7500 | Agent | The on-true task has been successfully added to step 1 of plan "P2". When the condition is true, the digital twin 'ur_cobot' will execute the command 'control_open_popup' with the message 'unloading position 2 has an object'. If you need further modifications or additional tasks, feel free to let me know!
2026-02-08 12:08:31:7517 | User | 2026-02-08 12:08:36.7113 | Test | No user input received. Using prompt from the test file at index 6.
2026-02-08 12:08:36:7116 | Test | using guideline agent, get guideline g12.
2026-02-08 12:08:36.7118 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:08:36.9405 | Agent | Creating thread run...
2026-02-08 12:08:37.4301 | Agent | Thread run created with Id: run_XbkuoCoVhBuUxvWkptD8zMjg. Monitoring run status...
2026-02-08 12:08:38.3461 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:37 +00:00
2026-02-08 12:08:38.7971 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:37 +00:00
2026-02-08 12:08:39.2431 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:37 +00:00
2026-02-08 12:08:39.9325 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:37 +00:00
2026-02-08 12:08:41.0248 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:37 +00:00
2026-02-08 12:08:42.0838 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:37 +00:00
2026-02-08 12:08:42.4973 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:37 +00:00
2026-02-08 12:08:42.9179 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:37 +00:00
2026-02-08 12:08:43.3282 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:37 +00:00
2026-02-08 12:08:43.7670 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:37 +00:00
2026-02-08 12:08:44.1957 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:08:37 +00:00
2026-02-08 12:08:44.1959 | Agent | Run Step Tool Call - Key:call_VXpK1WjleuZOoH2FmnUjRXwr
2026-02-08 12:08:44.6490 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:08:37 +00:00
2026-02-08 12:08:44.6500 | Agent | Run Step Tool Call - Key:call_VXpK1WjleuZOoH2FmnUjRXwr
2026-02-08 12:08:45.1149 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:08:37 +00:00
2026-02-08 12:08:45.1172 | Agent | Run Step Tool Call - Key:call_VXpK1WjleuZOoH2FmnUjRXwr
2026-02-08 12:08:45.1180 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:08:45.3242 | Agent | The guideline **G12** is as follows:

- **Text**: For the digital twin with ID 'ur_cobot', use the command 'control_open_popup' with the payload property 'popup_text' and the payload value 'unloading position 2 has no object'.
- **Created On**: February 8, 2026
- **Last Updated On**: February 8, 2026
2026-02-08 12:08:45:3249 | User | 2026-02-08 12:08:48.5527 | Test | No user input received. Using prompt from the test file at index 7.
2026-02-08 12:08:48:5529 | Test | using plan agent, add new on-task false conditions for plan p2 step 1 using digital twin id, command, and property and value in the text from guideline g12.
2026-02-08 12:08:48.5532 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:08:48.7661 | Agent | Creating thread run...
2026-02-08 12:08:49.2269 | Agent | Thread run created with Id: run_nRD1oDf9cd9cY3h6KKzJMtKy. Monitoring run status...
2026-02-08 12:08:50.1270 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:49 +00:00
2026-02-08 12:08:50.6255 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:49 +00:00
2026-02-08 12:08:51.1262 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:49 +00:00
2026-02-08 12:08:51.6368 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:49 +00:00
2026-02-08 12:08:52.1430 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:49 +00:00
2026-02-08 12:08:52.6611 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:49 +00:00
2026-02-08 12:08:53.1453 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:49 +00:00
2026-02-08 12:08:53.6443 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:49 +00:00
2026-02-08 12:08:54.2155 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:49 +00:00
2026-02-08 12:08:54.6433 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:49 +00:00
2026-02-08 12:08:55.0687 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:49 +00:00
2026-02-08 12:08:55.4833 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:49 +00:00
2026-02-08 12:08:55.8945 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:49 +00:00
2026-02-08 12:08:56.3448 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:08:49 +00:00
2026-02-08 12:08:56.3463 | Agent | Run Step Tool Call - Key:call_wqyj9unhHTcOxzNrafhsgjUK
2026-02-08 12:08:56.7697 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:08:49 +00:00
2026-02-08 12:08:56.7705 | Agent | Run Step Tool Call - Key:call_wqyj9unhHTcOxzNrafhsgjUK
2026-02-08 12:08:57.2214 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:08:49 +00:00
2026-02-08 12:08:57.2338 | Agent | Run Step Tool Call - Key:call_wqyj9unhHTcOxzNrafhsgjUK
2026-02-08 12:08:57.2342 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:08:57.4333 | Agent | The on-false task has been successfully added to step 1 of plan "P2". When the condition is false, the digital twin 'ur_cobot' will execute the command 'control_open_popup' with the message 'unloading position 2 has no object'. If you need further adjustments or additional tasks, feel free to let me know!
2026-02-08 12:08:57:4350 | User | 2026-02-08 12:09:02.5736 | Test | No user input received. Using prompt from the test file at index 8.
2026-02-08 12:09:02:5739 | Test | exit
2026-02-08 12:09:02.5741 | Agent | Exiting An orchestrator agent with digital twin agent, guideline agent and plan agent. chat...
2026-02-08 12:09:02.5743 | Agent | Deleting Sub Persistent Agent: DigitalTwinAgent...
2026-02-08 12:09:02.8780 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-08 12:09:02.8782 | Agent | Deleting Sub Persistent Agent: GuidelineAgent...
2026-02-08 12:09:03.1014 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-08 12:09:03.1017 | Agent | Deleting Sub Persistent Agent: PlanAgent...
2026-02-08 12:09:03.3499 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-08 12:09:03.5635 | Agent | Main Persistent agent deleted. Goodbye!
2026-02-08 12:09:03.8810 | Test | Finished An orchestrator agent with digital twin agent, guideline agent and plan agent. Multi-Agent Evaluation.
2026-02-08 12:09:03.8815 | System | Choose an option:
2026-02-08 12:09:03.8863 | System | 1 - Evaluate Agents
2026-02-08 12:09:03.8865 | System | 2 - Evaluate Multi Agents
2026-02-08 12:09:03.8866 | System | 3 - Evaluate Workflows
2026-02-08 12:09:03.8867 | System | 4 - Exit
2026-02-08 12:09:03.8868 | System | Enter choice (1/2/3/4): 2026-02-08 12:09:11.6289 | System | Exiting...
2026-02-08 12:09:11.6293 | System | Preparing to save evaluation results...
2026-02-08 12:09:11.6297 | System | Creating result folder: Result
2026-02-08 12:09:11.6302 | System | Result folder created at 24/01/2026 23:31:22.
2026-02-08 12:09:11.6305 | System | Serializing evaluation results to JSON...
2026-02-08 12:09:11.6617 | System | Writing results to file: Result\Result_20260208_120911_6297.json
2026-02-08 12:09:11.6639 | System | Result saved to Result\Result_20260208_120911_6297.json
2026-02-08 12:09:19.2192 | System | Result saved to Export_20260208_120911_9035.json
