2026-02-08 12:20:29.6487 | System | Loading configuration...
2026-02-08 12:20:29.7362 | System | Configuration loaded successfully.
2026-02-08 12:20:29.7364 | System | Retrieving configuration model...
2026-02-08 12:20:29.7645 | System | Configuration model retrieved successfully.
2026-02-08 12:20:29.7647 | System | Setting up DefaultAzureCredential...
2026-02-08 12:20:29.8399 | System | DefaultAzureCredential setup completed.
2026-02-08 12:20:29.8402 | System | Configuring SecretClient...
2026-02-08 12:20:29.8427 | System | Secret Client configured successfully.
2026-02-08 12:20:29.8461 | System | Initializing Persistent Agents Client...
2026-02-08 12:20:29.8493 | System | Persistent Agents Client initialized successfully.
2026-02-08 12:20:29.8496 | System | Choose an option:
2026-02-08 12:20:29.8497 | System | 1 - Evaluate Agents
2026-02-08 12:20:29.8498 | System | 2 - Evaluate Multi Agents
2026-02-08 12:20:29.8498 | System | 3 - Evaluate Workflows
2026-02-08 12:20:29.8499 | System | 4 - Exit
2026-02-08 12:20:29.8499 | System | Enter choice (1/2/3/4): 2026-02-08 12:20:37.0476 | System | Evaluating Workflow
2026-02-08 12:20:37.0769 | Test | Evaluating An orchestrator agent with digital twin agent, guideline agent and plan agent. using Tests\Workflow\wf-test-a-2-5.json.
2026-02-08 12:20:37.1484 | Test | Loaded 9 prompts from JSON file.
2026-02-08 12:20:37.1493 | Test | Creating Sub Persistent Agent: DigitalTwinAgent...
2026-02-08 12:20:37.1494 | Test | Retrieving secret from Key Vault...
2026-02-08 12:20:38.8396 | Test | Creating ClientSecretCredential...
2026-02-08 12:20:38.8404 | Test | Validating scope...
2026-02-08 12:20:38.8406 | Test | Requesting access token...
2026-02-08 12:20:39.2376 | Test | Defining MCP Tool...
2026-02-08 12:20:39.2382 | Test | Creating Sub Persistent Agent...
2026-02-08 12:20:46.7222 | Test | Sub Persistent Agent Id: asst_BsChTJQniEUA5LppnHBd4olE Name: DigitalTwinAgent Model: gpt-4o
2026-02-08 12:20:46.7224 | Test | Defining Handle Digital Twin realted tasks using their digital twin id.
2026-02-08 12:20:46.7236 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-08 12:20:46.7238 | Test | Configuring MCP Tool Resource...
2026-02-08 12:20:46.7246 | Test | Creating Sub Persistent Agent: GuidelineAgent...
2026-02-08 12:20:46.7247 | Test | Retrieving secret from Key Vault...
2026-02-08 12:20:46.8001 | Test | Creating ClientSecretCredential...
2026-02-08 12:20:46.8003 | Test | Validating scope...
2026-02-08 12:20:46.8004 | Test | Requesting access token...
2026-02-08 12:20:46.8863 | Test | Defining MCP Tool...
2026-02-08 12:20:46.8874 | Test | Creating Sub Persistent Agent...
2026-02-08 12:20:47.1534 | Test | Sub Persistent Agent Id: asst_MVdvNgQCtTEAgs3GlalzWzv6 Name: GuidelineAgent Model: gpt-4o
2026-02-08 12:20:47.1538 | Test | Defining Provide guidelines and best practices.
2026-02-08 12:20:47.1545 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-08 12:20:47.1547 | Test | Configuring MCP Tool Resource...
2026-02-08 12:20:47.1552 | Test | Creating Sub Persistent Agent: PlanAgent...
2026-02-08 12:20:47.1555 | Test | Retrieving secret from Key Vault...
2026-02-08 12:20:47.2130 | Test | Creating ClientSecretCredential...
2026-02-08 12:20:47.2173 | Test | Validating scope...
2026-02-08 12:20:47.2183 | Test | Requesting access token...
2026-02-08 12:20:47.3175 | Test | Defining MCP Tool...
2026-02-08 12:20:47.3212 | Test | Creating Sub Persistent Agent...
2026-02-08 12:20:47.5938 | Test | Sub Persistent Agent Id: asst_7SO0GwqyoR6KEKPcVD6qnKkg Name: PlanAgent Model: gpt-4o
2026-02-08 12:20:47.5955 | Test | Defining Create action plans based on the context provided.
2026-02-08 12:20:47.5957 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-08 12:20:47.5957 | Test | Configuring MCP Tool Resource...
2026-02-08 12:20:47.5958 | Test | Creating Main Persistent Agent...
2026-02-08 12:20:47.7896 | Test | Main Persistent Agent Id: asst_VGqo7xOpxpMKnP9lTMP52Dpz Name: MainAgent Model: gpt-4o
2026-02-08 12:20:47.8688 | Test | Creating Persistent Agent Thread...
2026-02-08 12:20:48.3511 | Test | Persistent Agent Thread Id: thread_fygNYE7LeppP3frO7E4aSQls
2026-02-08 12:20:48.3617 | Test | An orchestrator agent with digital twin agent, guideline agent and plan agent. chat started. Type 'exit' to quit.
2026-02-08 12:20:48:3618 | User | 2026-02-08 12:20:54.5381 | Test | No user input received. Using prompt from the test file at index 0.
2026-02-08 12:20:54:5386 | Test | using plan agent, create a new plan p5 with the g2, g9, and g10 guidelines to check whether unloading position 1.
2026-02-08 12:20:54.5389 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:20:54.8044 | Agent | Creating thread run...
2026-02-08 12:20:55.5187 | Agent | Thread run created with Id: run_1cPbv1nArobI6GuMgYK5CPfS. Monitoring run status...
2026-02-08 12:20:56.8089 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:20:56 +00:00
2026-02-08 12:20:57.2677 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:20:56 +00:00
2026-02-08 12:20:57.6903 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:20:56 +00:00
2026-02-08 12:20:58.1137 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:20:56 +00:00
2026-02-08 12:20:58.5719 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:20:56 +00:00
2026-02-08 12:20:59.0496 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:20:56 +00:00
2026-02-08 12:20:59.4752 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:20:56 +00:00
2026-02-08 12:20:59.9163 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:20:56 +00:00
2026-02-08 12:21:00.7382 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:20:56 +00:00
2026-02-08 12:21:01.2377 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:20:56 +00:00
2026-02-08 12:21:01.6573 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:20:56 +00:00
2026-02-08 12:21:02.0970 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:20:56 +00:00
2026-02-08 12:21:02.5135 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:20:56 +00:00
2026-02-08 12:21:02.9109 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:20:56 +00:00
2026-02-08 12:21:03.3503 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:20:56 +00:00
2026-02-08 12:21:03.7591 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:20:56 +00:00
2026-02-08 12:21:04.2075 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:20:56 +00:00
2026-02-08 12:21:04.6448 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:20:56 +00:00
2026-02-08 12:21:05.1074 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:20:56 +00:00
2026-02-08 12:21:05.5481 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:20:56 +00:00
2026-02-08 12:21:06.0086 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:20:56 +00:00
2026-02-08 12:21:06.5818 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:20:56 +00:00
2026-02-08 12:21:06.9988 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:20:56 +00:00
2026-02-08 12:21:07.3994 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:20:56 +00:00
2026-02-08 12:21:07.8432 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:20:56 +00:00
2026-02-08 12:21:07.8437 | Agent | Run Step Tool Call - Key:call_H8I7iSYjBUPXAd7k8X4UojDE
2026-02-08 12:21:08.2889 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:20:56 +00:00
2026-02-08 12:21:08.2893 | Agent | Run Step Tool Call - Key:call_H8I7iSYjBUPXAd7k8X4UojDE
2026-02-08 12:21:08.7341 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:20:56 +00:00
2026-02-08 12:21:08.7343 | Agent | Run Step Tool Call - Key:call_H8I7iSYjBUPXAd7k8X4UojDE
2026-02-08 12:21:08.7363 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:21:08.9487 | Agent | The plan "P5" has been successfully created to check the unloading position 1 using guidelines G2, G9, and G10. If you need any further modifications or additional steps, please let me know!
2026-02-08 12:21:08:9514 | User | 2026-02-08 12:22:24.9731 | Test | No user input received. Using prompt from the test file at index 1.
2026-02-08 12:22:24:9734 | Test | using plan agent, add a new step to plan p5 to check unloading position 1 does not contain an object.
2026-02-08 12:22:24.9735 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:22:25.3807 | Agent | Creating thread run...
2026-02-08 12:22:25.8739 | Agent | Thread run created with Id: run_MzvAiIKMIqWJsb5zGPZNjmJ2. Monitoring run status...
2026-02-08 12:22:26.8479 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:26 +00:00
2026-02-08 12:22:27.3036 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:26 +00:00
2026-02-08 12:22:27.7438 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:26 +00:00
2026-02-08 12:22:28.1951 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:26 +00:00
2026-02-08 12:22:28.6664 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:26 +00:00
2026-02-08 12:22:29.0708 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:26 +00:00
2026-02-08 12:22:29.5066 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:26 +00:00
2026-02-08 12:22:29.9883 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:26 +00:00
2026-02-08 12:22:30.4311 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:26 +00:00
2026-02-08 12:22:30.9019 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:26 +00:00
2026-02-08 12:22:31.3781 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:26 +00:00
2026-02-08 12:22:31.8145 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:26 +00:00
2026-02-08 12:22:32.2622 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:26 +00:00
2026-02-08 12:22:32.7288 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:26 +00:00
2026-02-08 12:22:34.5982 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:22:26 +00:00
2026-02-08 12:22:34.6081 | Agent | Run Step Tool Call - Key:call_2CMKUii9UFtwpKjz5nPYMgt2
2026-02-08 12:22:35.0876 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:22:26 +00:00
2026-02-08 12:22:35.1021 | Agent | Run Step Tool Call - Key:call_2CMKUii9UFtwpKjz5nPYMgt2
2026-02-08 12:22:35.1027 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:22:35.3239 | Agent | The step to ensure that unloading position 1 does not contain an object has been successfully added to plan "P5". If you need any more modifications or additional steps, just let me know!
2026-02-08 12:22:35:3252 | User | 2026-02-08 12:22:47.0148 | Test | No user input received. Using prompt from the test file at index 2.
2026-02-08 12:22:47:0150 | Test | using guideline agent, get guideline g2.
2026-02-08 12:22:47.0151 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:22:47.2386 | Agent | Creating thread run...
2026-02-08 12:22:47.7417 | Agent | Thread run created with Id: run_hYKt0NFuY3f7LOtZKLcRH20K. Monitoring run status...
2026-02-08 12:22:48.7191 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:48 +00:00
2026-02-08 12:22:49.1844 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:48 +00:00
2026-02-08 12:22:49.6220 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:48 +00:00
2026-02-08 12:22:50.0705 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:48 +00:00
2026-02-08 12:22:50.5076 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:48 +00:00
2026-02-08 12:22:50.9596 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:48 +00:00
2026-02-08 12:22:51.3901 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:48 +00:00
2026-02-08 12:22:51.8464 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:48 +00:00
2026-02-08 12:22:52.2554 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:48 +00:00
2026-02-08 12:22:52.7342 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:48 +00:00
2026-02-08 12:22:53.1782 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:48 +00:00
2026-02-08 12:22:53.6307 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:48 +00:00
2026-02-08 12:22:54.0909 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:48 +00:00
2026-02-08 12:22:54.5376 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:48 +00:00
2026-02-08 12:22:55.0096 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:48 +00:00
2026-02-08 12:22:55.4189 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:48 +00:00
2026-02-08 12:22:55.8747 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:48 +00:00
2026-02-08 12:22:56.2840 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:48 +00:00
2026-02-08 12:22:56.6927 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:48 +00:00
2026-02-08 12:22:57.1376 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:48 +00:00
2026-02-08 12:22:57.5830 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:48 +00:00
2026-02-08 12:22:58.0405 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:48 +00:00
2026-02-08 12:22:58.5094 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:48 +00:00
2026-02-08 12:22:58.9454 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:48 +00:00
2026-02-08 12:22:59.3918 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:48 +00:00
2026-02-08 12:22:59.8625 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:22:48 +00:00
2026-02-08 12:22:59.8804 | Agent | Run Step Tool Call - Key:call_1T4d0EVHRMj5G9705e7mBQgx
2026-02-08 12:23:00.3788 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:22:48 +00:00
2026-02-08 12:23:00.3962 | Agent | Run Step Tool Call - Key:call_1T4d0EVHRMj5G9705e7mBQgx
2026-02-08 12:23:00.8751 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:22:48 +00:00
2026-02-08 12:23:00.8767 | Agent | Run Step Tool Call - Key:call_1T4d0EVHRMj5G9705e7mBQgx
2026-02-08 12:23:00.8777 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:23:01.0783 | Agent | The guideline **G2** is as follows:

- **Text**: For the digital twin with ID 'infrared_sensor_1', ensure that the property 'var_detect_object' is set to 'false'.
- **Creation Time**: 2026-02-08T11:33:10.0289597Z
- **Last Updated**: 2026-02-08T11:33:10.0289604Z
2026-02-08 12:23:01:0802 | User | 2026-02-08 12:23:07.9513 | Test | No user input received. Using prompt from the test file at index 3.
2026-02-08 12:23:07:9517 | Test | using plan agent, add a new state to plan p5 step 1 using digital twin id, state property and value in the text from guideline g2.
2026-02-08 12:23:07.9519 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:23:08.2397 | Agent | Creating thread run...
2026-02-08 12:23:08.8260 | Agent | Thread run created with Id: run_aM1tOScLE4Fzd8y9OHnGpngF. Monitoring run status...
2026-02-08 12:23:10.1378 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:10.5716 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:11.0385 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:11.4563 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:11.8907 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:12.3753 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:12.8279 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:13.2134 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:13.6632 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:14.1072 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:14.5453 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:15.0241 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:15.4734 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:15.9109 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:16.3659 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:16.3662 | Agent | Run Step Tool Call - Key:call_ujro8Carmoi18pQT8jb5j5C2
2026-02-08 12:23:16.8256 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:16.8258 | Agent | Run Step Tool Call - Key:call_ujro8Carmoi18pQT8jb5j5C2
2026-02-08 12:23:17.2941 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:17.2944 | Agent | Run Step Tool Call - Key:call_ujro8Carmoi18pQT8jb5j5C2
2026-02-08 12:23:17.7625 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:17.7627 | Agent | Run Step Tool Call - Key:call_ujro8Carmoi18pQT8jb5j5C2
2026-02-08 12:23:18.1976 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:18.2011 | Agent | Run Step Tool Call - Key:call_ujro8Carmoi18pQT8jb5j5C2
2026-02-08 12:23:18.7999 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:18.8012 | Agent | Run Step Tool Call - Key:call_ujro8Carmoi18pQT8jb5j5C2
2026-02-08 12:23:19.2579 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:19.2634 | Agent | Run Step Tool Call - Key:call_ujro8Carmoi18pQT8jb5j5C2
2026-02-08 12:23:19.6979 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:19.6981 | Agent | Run Step Tool Call - Key:call_ujro8Carmoi18pQT8jb5j5C2
2026-02-08 12:23:20.1748 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:20.1752 | Agent | Run Step Tool Call - Key:call_ujro8Carmoi18pQT8jb5j5C2
2026-02-08 12:23:20.6157 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:20.6159 | Agent | Run Step Tool Call - Key:call_ujro8Carmoi18pQT8jb5j5C2
2026-02-08 12:23:21.0810 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:21.0875 | Agent | Run Step Tool Call - Key:call_ujro8Carmoi18pQT8jb5j5C2
2026-02-08 12:23:21.5558 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:21.5561 | Agent | Run Step Tool Call - Key:call_ujro8Carmoi18pQT8jb5j5C2
2026-02-08 12:23:22.0420 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:22.0444 | Agent | Run Step Tool Call - Key:call_ujro8Carmoi18pQT8jb5j5C2
2026-02-08 12:23:22.5066 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:22.5069 | Agent | Run Step Tool Call - Key:call_ujro8Carmoi18pQT8jb5j5C2
2026-02-08 12:23:22.9598 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:22.9613 | Agent | Run Step Tool Call - Key:call_ujro8Carmoi18pQT8jb5j5C2
2026-02-08 12:23:23.4348 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:23.4361 | Agent | Run Step Tool Call - Key:call_ujro8Carmoi18pQT8jb5j5C2
2026-02-08 12:23:23.9433 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:23:09 +00:00
2026-02-08 12:23:23.9477 | Agent | Run Step Tool Call - Key:call_ujro8Carmoi18pQT8jb5j5C2
2026-02-08 12:23:23.9478 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:23:24.1568 | Agent | The state condition has been successfully added to step 1 of plan "P5". It uses the digital twin ID 'infrared_sensor_1', state property 'var_detect_object', and requires the value to be 'false'. If you need any further assistance or modifications, just let me know!
2026-02-08 12:23:24:1580 | User | 2026-02-08 12:23:31.5980 | Test | No user input received. Using prompt from the test file at index 4.
2026-02-08 12:23:31:5984 | Test | using guideline agent, get guideline g10.
2026-02-08 12:23:31.5987 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:23:31.9603 | Agent | Creating thread run...
2026-02-08 12:23:32.4436 | Agent | Thread run created with Id: run_o7zHJgslX0wPEgxfWnrqLxAC. Monitoring run status...
2026-02-08 12:23:33.3632 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:33 +00:00
2026-02-08 12:23:33.8088 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:33 +00:00
2026-02-08 12:23:34.1933 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:33 +00:00
2026-02-08 12:23:34.6529 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:33 +00:00
2026-02-08 12:23:35.1068 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:33 +00:00
2026-02-08 12:23:35.5485 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:33 +00:00
2026-02-08 12:23:35.9626 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:33 +00:00
2026-02-08 12:23:36.4021 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:33 +00:00
2026-02-08 12:23:36.8282 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:33 +00:00
2026-02-08 12:23:37.2771 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:33 +00:00
2026-02-08 12:23:37.7192 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:33 +00:00
2026-02-08 12:23:38.1667 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:33 +00:00
2026-02-08 12:23:38.5900 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:33 +00:00
2026-02-08 12:23:39.0324 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:33 +00:00
2026-02-08 12:23:39.5135 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:33 +00:00
2026-02-08 12:23:40.2969 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:33 +00:00
2026-02-08 12:23:40.7052 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:33 +00:00
2026-02-08 12:23:41.1068 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:33 +00:00
2026-02-08 12:23:41.5362 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:33 +00:00
2026-02-08 12:23:41.9579 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:33 +00:00
2026-02-08 12:23:42.4054 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:33 +00:00
2026-02-08 12:23:42.8403 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:33 +00:00
2026-02-08 12:23:43.3169 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:33 +00:00
2026-02-08 12:23:43.7762 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:33 +00:00
2026-02-08 12:23:44.1767 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:33 +00:00
2026-02-08 12:23:44.6179 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:33 +00:00
2026-02-08 12:23:44.6194 | Agent | Run Step Tool Call - Key:call_gZiilOjy6dJRZ2xlKcxqZnUT
2026-02-08 12:23:45.0243 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:23:33 +00:00
2026-02-08 12:23:45.0245 | Agent | Run Step Tool Call - Key:call_gZiilOjy6dJRZ2xlKcxqZnUT
2026-02-08 12:23:45.4525 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:23:33 +00:00
2026-02-08 12:23:45.4527 | Agent | Run Step Tool Call - Key:call_gZiilOjy6dJRZ2xlKcxqZnUT
2026-02-08 12:23:45.4528 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:23:45.6596 | Agent | The guideline **G10** 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 1 has no object'.
- **Creation Time**: 2026-02-08T11:38:11.5953286Z
- **Last Updated**: 2026-02-08T11:38:11.5953288Z
2026-02-08 12:23:45:6599 | User | 2026-02-08 12:23:54.1569 | Test | No user input received. Using prompt from the test file at index 5.
2026-02-08 12:23:54:1572 | Test | using plan agent, add a new on-task true condition for plan p5 step 1 using digital twin id, command, and property and value in the text from guideline g10.
2026-02-08 12:23:54.1576 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:23:54.4365 | Agent | Creating thread run...
2026-02-08 12:23:54.9838 | Agent | Thread run created with Id: run_NDlrWmbLuH5E6ZHFib6tUATI. Monitoring run status...
2026-02-08 12:23:55.8987 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:55 +00:00
2026-02-08 12:23:56.3252 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:55 +00:00
2026-02-08 12:23:56.7362 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:55 +00:00
2026-02-08 12:23:57.1578 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:55 +00:00
2026-02-08 12:23:57.5901 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:55 +00:00
2026-02-08 12:23:57.9980 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:55 +00:00
2026-02-08 12:23:58.4098 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:55 +00:00
2026-02-08 12:23:58.8595 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:55 +00:00
2026-02-08 12:23:59.2919 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:55 +00:00
2026-02-08 12:23:59.6930 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:55 +00:00
2026-02-08 12:24:00.1240 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:55 +00:00
2026-02-08 12:24:00.5233 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:55 +00:00
2026-02-08 12:24:00.9149 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:55 +00:00
2026-02-08 12:24:01.3240 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:55 +00:00
2026-02-08 12:24:01.7354 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:55 +00:00
2026-02-08 12:24:02.1763 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:23:55 +00:00
2026-02-08 12:24:02.1778 | Agent | Run Step Tool Call - Key:call_EprucaA8X4yleOdFJcx3FgAy
2026-02-08 12:24:02.6344 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:23:55 +00:00
2026-02-08 12:24:02.6346 | Agent | Run Step Tool Call - Key:call_EprucaA8X4yleOdFJcx3FgAy
2026-02-08 12:24:03.0414 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:23:55 +00:00
2026-02-08 12:24:03.0435 | Agent | Run Step Tool Call - Key:call_EprucaA8X4yleOdFJcx3FgAy
2026-02-08 12:24:03.0437 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:24:03.2317 | Agent | The on-true task has been successfully added to step 1 of plan "P5". When the condition is met, the digital twin 'ur_cobot' will execute the command 'control_open_popup' with the message 'unloading position 1 has no object'. If you need any further assistance or modifications, just let me know!
2026-02-08 12:24:03:2326 | User | 2026-02-08 12:24:12.2134 | Test | No user input received. Using prompt from the test file at index 6.
2026-02-08 12:24:12:2137 | Test | using guideline agent, get guideline g9.
2026-02-08 12:24:12.2139 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:24:12.4419 | Agent | Creating thread run...
2026-02-08 12:24:13.0275 | Agent | Thread run created with Id: run_KWsKNSNvpJumko35T9748FWG. Monitoring run status...
2026-02-08 12:24:14.3085 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:24:13 +00:00
2026-02-08 12:24:14.7279 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:24:13 +00:00
2026-02-08 12:24:15.1757 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:24:13 +00:00
2026-02-08 12:24:15.5955 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:24:13 +00:00
2026-02-08 12:24:16.0257 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:24:13 +00:00
2026-02-08 12:24:16.4784 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:24:13 +00:00
2026-02-08 12:24:16.9065 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:24:13 +00:00
2026-02-08 12:24:17.3272 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:24:13 +00:00
2026-02-08 12:24:17.7443 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:24:13 +00:00
2026-02-08 12:24:18.1782 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:24:13 +00:00
2026-02-08 12:24:18.6142 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:24:13 +00:00
2026-02-08 12:24:19.0800 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:24:13 +00:00
2026-02-08 12:24:19.4994 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:24:13 +00:00
2026-02-08 12:24:19.9286 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:24:13 +00:00
2026-02-08 12:24:20.3464 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:24:13 +00:00
2026-02-08 12:24:20.3467 | Agent | Run Step Tool Call - Key:call_bRMwE6Bm12H8IU5khlE1qnvP
2026-02-08 12:24:20.7869 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:24:13 +00:00
2026-02-08 12:24:20.7896 | Agent | Run Step Tool Call - Key:call_bRMwE6Bm12H8IU5khlE1qnvP
2026-02-08 12:24:21.2663 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:24:13 +00:00
2026-02-08 12:24:21.2726 | Agent | Run Step Tool Call - Key:call_bRMwE6Bm12H8IU5khlE1qnvP
2026-02-08 12:24:21.2735 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:24:21.4737 | Agent | The guideline **G9** 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 1 has an object'.
- **Creation Time**: 2026-02-08T11:36:52.3520937Z
- **Last Updated**: 2026-02-08T11:36:52.3520939Z
2026-02-08 12:24:21:4761 | User | 2026-02-08 12:24:24.4765 | Test | No user input received. Using prompt from the test file at index 7.
2026-02-08 12:24:24:4768 | Test | using plan agent, add new on-task false conditions for plan p5 step 1 using digital twin id, command, and property and value in the text from guideline g9.
2026-02-08 12:24:24.4771 | Agent | Sending test message to Main Persistent Agent...
2026-02-08 12:24:24.6752 | Agent | Creating thread run...
2026-02-08 12:24:25.1317 | Agent | Thread run created with Id: run_862k0PeK39aJRAiEMQNRhV44. Monitoring run status...
2026-02-08 12:24:26.4172 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:24:25 +00:00
2026-02-08 12:24:26.8191 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:24:25 +00:00
2026-02-08 12:24:27.3108 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:24:25 +00:00
2026-02-08 12:24:27.7223 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:24:25 +00:00
2026-02-08 12:24:28.1411 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:24:25 +00:00
2026-02-08 12:24:28.5677 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:24:25 +00:00
2026-02-08 12:24:29.0245 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:24:25 +00:00
2026-02-08 12:24:29.4411 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:24:25 +00:00
2026-02-08 12:24:29.8521 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:24:25 +00:00
2026-02-08 12:24:30.2732 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:24:25 +00:00
2026-02-08 12:24:30.6914 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:24:25 +00:00
2026-02-08 12:24:31.0963 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:24:25 +00:00
2026-02-08 12:24:31.5311 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:24:25 +00:00
2026-02-08 12:24:32.0508 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 08/02/2026 12:24:25 +00:00
2026-02-08 12:24:32.5016 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:24:25 +00:00
2026-02-08 12:24:32.5020 | Agent | Run Step Tool Call - Key:call_Td9hfbVBu9ErS89JWHNgkd2J
2026-02-08 12:24:32.9607 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 08/02/2026 12:24:25 +00:00
2026-02-08 12:24:32.9625 | Agent | Run Step Tool Call - Key:call_Td9hfbVBu9ErS89JWHNgkd2J
2026-02-08 12:24:32.9627 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-08 12:24:33.1900 | Agent | The on-false task has been successfully added to step 1 of plan "P5". When the condition is false, the digital twin 'ur_cobot' will execute the command 'control_open_popup' with the message 'unloading position 1 has an object'. If you need any further assistance or modifications, just let me know!
2026-02-08 12:24:33:1919 | User | 2026-02-08 12:24:37.8232 | Test | No user input received. Using prompt from the test file at index 8.
2026-02-08 12:24:37:8236 | Test | exit
2026-02-08 12:24:37.8240 | Agent | Exiting An orchestrator agent with digital twin agent, guideline agent and plan agent. chat...
2026-02-08 12:24:37.8243 | Agent | Deleting Sub Persistent Agent: DigitalTwinAgent...
2026-02-08 12:24:38.1624 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-08 12:24:38.1635 | Agent | Deleting Sub Persistent Agent: GuidelineAgent...
2026-02-08 12:24:38.3995 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-08 12:24:38.3997 | Agent | Deleting Sub Persistent Agent: PlanAgent...
2026-02-08 12:24:38.5930 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-08 12:24:38.8441 | Agent | Main Persistent agent deleted. Goodbye!
2026-02-08 12:24:39.2769 | Test | Finished An orchestrator agent with digital twin agent, guideline agent and plan agent. Multi-Agent Evaluation.
2026-02-08 12:24:39.2776 | System | Choose an option:
2026-02-08 12:24:39.2778 | System | 1 - Evaluate Agents
2026-02-08 12:24:39.2780 | System | 2 - Evaluate Multi Agents
2026-02-08 12:24:39.2780 | System | 3 - Evaluate Workflows
2026-02-08 12:24:39.2783 | System | 4 - Exit
2026-02-08 12:24:39.2783 | System | Enter choice (1/2/3/4): 2026-02-08 12:24:41.2191 | System | Exiting...
2026-02-08 12:24:41.2193 | System | Preparing to save evaluation results...
2026-02-08 12:24:41.2196 | System | Creating result folder: Result
2026-02-08 12:24:41.2200 | System | Result folder created at 24/01/2026 23:31:22.
2026-02-08 12:24:41.2203 | System | Serializing evaluation results to JSON...
2026-02-08 12:24:41.2546 | System | Writing results to file: Result\Result_20260208_122441_2196.json
2026-02-08 12:24:41.2569 | System | Result saved to Result\Result_20260208_122441_2196.json
2026-02-08 12:24:50.0017 | System | Result saved to Export_20260208_122441_4927.json
