2026-02-06 23:27:37.2100 | System | Loading configuration...
2026-02-06 23:27:37.5919 | System | Configuration loaded successfully.
2026-02-06 23:27:37.5929 | System | Retrieving configuration model...
2026-02-06 23:27:37.6849 | System | Configuration model retrieved successfully.
2026-02-06 23:27:37.6852 | System | Setting up DefaultAzureCredential...
2026-02-06 23:27:37.9398 | System | DefaultAzureCredential setup completed.
2026-02-06 23:27:37.9404 | System | Configuring SecretClient...
2026-02-06 23:27:37.9506 | System | Secret Client configured successfully.
2026-02-06 23:27:37.9578 | System | Initializing Persistent Agents Client...
2026-02-06 23:27:37.9673 | System | Persistent Agents Client initialized successfully.
2026-02-06 23:27:37.9681 | System | Choose an option:
2026-02-06 23:27:37.9684 | System | 1 - Evaluate Agents
2026-02-06 23:27:37.9686 | System | 2 - Evaluate Multi Agents
2026-02-06 23:27:37.9688 | System | 3 - Exit
2026-02-06 23:27:37.9690 | System | Enter choice (1/2/3): 2026-02-06 23:28:39.5213 | System | Evaluating Plan Multi Agent
2026-02-06 23:28:39.5521 | Test | Evaluating An orchestrator agent with digital twin agent, guideline agent and plan agent. using Tests\Multi-Agent\ma-ga-test-a-6.json.
2026-02-06 23:28:39.6958 | Test | Loaded 11 prompts from JSON file.
2026-02-06 23:28:39.6966 | Test | Creating Sub Persistent Agent: DigitalTwinAgent...
2026-02-06 23:28:39.6967 | Test | Retrieving secret from Key Vault...
2026-02-06 23:28:41.4078 | Test | Creating ClientSecretCredential...
2026-02-06 23:28:41.4090 | Test | Validating scope...
2026-02-06 23:28:41.4095 | Test | Requesting access token...
2026-02-06 23:28:41.8198 | Test | Defining MCP Tool...
2026-02-06 23:28:41.8229 | Test | Creating Sub Persistent Agent...
2026-02-06 23:28:51.1859 | Test | Sub Persistent Agent Id: asst_8DhrgLueGIiwzJgKLwFVGFfj Name: DigitalTwinAgent Model: gpt-4o
2026-02-06 23:28:51.1878 | Test | Defining Handle Digital Twin realted tasks using their digital twin id.
2026-02-06 23:28:51.1880 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 23:28:51.1882 | Test | Configuring MCP Tool Resource...
2026-02-06 23:28:51.1888 | Test | Creating Sub Persistent Agent: GuidelineAgent...
2026-02-06 23:28:51.1893 | Test | Retrieving secret from Key Vault...
2026-02-06 23:28:51.2420 | Test | Creating ClientSecretCredential...
2026-02-06 23:28:51.2433 | Test | Validating scope...
2026-02-06 23:28:51.2434 | Test | Requesting access token...
2026-02-06 23:28:51.3900 | Test | Defining MCP Tool...
2026-02-06 23:28:51.4022 | Test | Creating Sub Persistent Agent...
2026-02-06 23:28:51.7060 | Test | Sub Persistent Agent Id: asst_pdQDjrtP8R2bDxJKthxTbAoO Name: GuidelineAgent Model: gpt-4o
2026-02-06 23:28:51.7126 | Test | Defining Provide guidelines and best practices.
2026-02-06 23:28:51.7127 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 23:28:51.7127 | Test | Configuring MCP Tool Resource...
2026-02-06 23:28:51.7133 | Test | Creating Sub Persistent Agent: PlanAgent...
2026-02-06 23:28:51.7173 | Test | Retrieving secret from Key Vault...
2026-02-06 23:28:51.7959 | Test | Creating ClientSecretCredential...
2026-02-06 23:28:51.7981 | Test | Validating scope...
2026-02-06 23:28:51.7982 | Test | Requesting access token...
2026-02-06 23:28:51.9005 | Test | Defining MCP Tool...
2026-02-06 23:28:51.9012 | Test | Creating Sub Persistent Agent...
2026-02-06 23:28:52.1635 | Test | Sub Persistent Agent Id: asst_ooqLgeQMDWbv8APmdgThbShf Name: PlanAgent Model: gpt-4o
2026-02-06 23:28:52.1709 | Test | Defining Create action plans based on the context provided.
2026-02-06 23:28:52.1710 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 23:28:52.1711 | Test | Configuring MCP Tool Resource...
2026-02-06 23:28:52.1711 | Test | Creating Main Persistent Agent...
2026-02-06 23:28:52.3720 | Test | Main Persistent Agent Id: asst_4mZ5eiBHouyXa5pJR3uoKH7p Name: MainAgent Model: gpt-4o
2026-02-06 23:28:52.3752 | Test | Creating Persistent Agent Thread...
2026-02-06 23:28:52.5760 | Test | Persistent Agent Thread Id: thread_E1rlZ7aCNTBBJnF8fv2hryVC
2026-02-06 23:28:52.7526 | Test | An orchestrator agent with digital twin agent, guideline agent and plan agent. chat started. Type 'exit' to quit.
2026-02-06 23:28:52:7568 | Test | get all agents available for this agent
2026-02-06 23:28:52.7620 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:28:52.9993 | Agent | Creating thread run...
2026-02-06 23:28:53.5298 | Agent | Thread run created with Id: run_AHHjffnYHkFaxWcgeMP9oMsU. Monitoring run status...
2026-02-06 23:28:54.9220 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:28:54 +00:00
2026-02-06 23:28:55.5638 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:28:54 +00:00
2026-02-06 23:28:55.7496 | Agent | No annotations
2026-02-06 23:28:55.7524 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:28:56.0039 | Agent | Here are the available agents for this orchestration agent:

1. **DigitalTwinAgent**: Used for handling tasks related to Digital Twins using their digital twin ID.
2. **GuidelineAgent**: Provides guidelines and best practices.
3. **PlanAgent**: Creates action plans based on the context provided.

Each of these agents serves a specific purpose and can be invoked based on the user's request.
2026-02-06 23:28:56:0069 | Test | get all mcp tools available for this agent
2026-02-06 23:28:56.0070 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:28:56.2147 | Agent | Creating thread run...
2026-02-06 23:28:56.6465 | Agent | Thread run created with Id: run_TCOuUW5pHTop20UG0XjnbwUO. Monitoring run status...
2026-02-06 23:28:57.5225 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:28:57 +00:00
2026-02-06 23:28:58.1698 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:28:57 +00:00
2026-02-06 23:28:58.3492 | Agent | No annotations
2026-02-06 23:28:58.7708 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:28:57 +00:00
2026-02-06 23:28:58.9710 | Agent | No annotations
2026-02-06 23:28:58.9749 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:28:59.1854 | Agent | The available MCP (Multi-Cloud Platform) tools for this orchestration agent are:

1. **DigitalTwinAgent**: This tool is used for handling tasks related to Digital Twins using their digital twin ID.
2. **GuidelineAgent**: This tool provides guidelines and best practices.
3. **PlanAgent**: This tool is used to create action plans based on the context provided.

These tools are designed to assist with specific tasks and can be utilized based on the user's needs.
2026-02-06 23:28:59:1875 | Test | get all mcp tools available for guideline agent
2026-02-06 23:28:59.1875 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:28:59.4161 | Agent | Creating thread run...
2026-02-06 23:28:59.8655 | Agent | Thread run created with Id: run_OrtNdIB4xr9A7hKM3XUIfGmt. Monitoring run status...
2026-02-06 23:29:01.1395 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:29:00 +00:00
2026-02-06 23:29:01.3277 | Agent | No annotations
2026-02-06 23:29:01.7805 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:29:00 +00:00
2026-02-06 23:29:01.9653 | Agent | No annotations
2026-02-06 23:29:01.9676 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:29:02.1865 | Agent | The GuidelineAgent itself is a tool within the MCP framework, specifically designed to provide guidelines and best practices. It does not have additional MCP tools under it, as it serves a specific function within the orchestration system.
2026-02-06 23:29:02:1923 | Test | create a new guideline g6. all measurement and safety-related sensors and inspection equipment shall be calibrated or verified at defined intervals, with traceable records retained.
2026-02-06 23:29:02.1924 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:29:02.3924 | Agent | Creating thread run...
2026-02-06 23:29:02.8315 | Agent | Thread run created with Id: run_UZLTquXAPrH20DBi5GbMEI8T. Monitoring run status...
2026-02-06 23:29:03.7202 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:03 +00:00
2026-02-06 23:29:04.1344 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:03 +00:00
2026-02-06 23:29:04.5781 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:03 +00:00
2026-02-06 23:29:04.9808 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:03 +00:00
2026-02-06 23:29:05.3942 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:03 +00:00
2026-02-06 23:29:05.8371 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:03 +00:00
2026-02-06 23:29:06.2424 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:03 +00:00
2026-02-06 23:29:06.6718 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:03 +00:00
2026-02-06 23:29:07.1320 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:03 +00:00
2026-02-06 23:29:07.5631 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:03 +00:00
2026-02-06 23:29:08.0095 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:03 +00:00
2026-02-06 23:29:08.4224 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:03 +00:00
2026-02-06 23:29:08.8331 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:03 +00:00
2026-02-06 23:29:09.2302 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:03 +00:00
2026-02-06 23:29:09.8350 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:03 +00:00
2026-02-06 23:29:10.2714 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:03 +00:00
2026-02-06 23:29:10.7183 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:03 +00:00
2026-02-06 23:29:11.1812 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:03 +00:00
2026-02-06 23:29:11.6136 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:03 +00:00
2026-02-06 23:29:12.0483 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:03 +00:00
2026-02-06 23:29:12.4495 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:03 +00:00
2026-02-06 23:29:12.8553 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:03 +00:00
2026-02-06 23:29:13.3093 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:03 +00:00
2026-02-06 23:29:13.7306 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:03 +00:00
2026-02-06 23:29:14.1598 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:03 +00:00
2026-02-06 23:29:14.7261 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:03 +00:00
2026-02-06 23:29:14.7269 | Agent | Run Step Tool Call - Key:call_6oj7N9gIdyM1cuNYThKwaW5f
2026-02-06 23:29:15.2079 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:29:03 +00:00
2026-02-06 23:29:15.2080 | Agent | Run Step Tool Call - Key:call_6oj7N9gIdyM1cuNYThKwaW5f
2026-02-06 23:29:15.6365 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:29:03 +00:00
2026-02-06 23:29:15.6370 | Agent | Run Step Tool Call - Key:call_6oj7N9gIdyM1cuNYThKwaW5f
2026-02-06 23:29:15.6371 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:29:15.8300 | Agent | The new guideline "G6: All measurement and safety-related sensors and inspection equipment shall be calibrated or verified at defined intervals, with traceable records retained" has been successfully created with the unique identifier `af11f1db-e099-4082-ae20-8fa2a5609cd8`.
2026-02-06 23:29:15:8306 | Test | search for the g6 guideline.
2026-02-06 23:29:15.8307 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:29:16.0418 | Agent | Creating thread run...
2026-02-06 23:29:16.5047 | Agent | Thread run created with Id: run_H4DqEyM1346Qocrq2X6mWXSQ. Monitoring run status...
2026-02-06 23:29:17.3078 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:17 +00:00
2026-02-06 23:29:17.7039 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:17 +00:00
2026-02-06 23:29:18.1168 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:17 +00:00
2026-02-06 23:29:18.5892 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:17 +00:00
2026-02-06 23:29:19.0286 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:17 +00:00
2026-02-06 23:29:19.4464 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:17 +00:00
2026-02-06 23:29:19.8408 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:17 +00:00
2026-02-06 23:29:20.2580 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:17 +00:00
2026-02-06 23:29:20.6901 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:17 +00:00
2026-02-06 23:29:21.2173 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:17 +00:00
2026-02-06 23:29:21.6260 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:17 +00:00
2026-02-06 23:29:22.0062 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:17 +00:00
2026-02-06 23:29:22.4320 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:17 +00:00
2026-02-06 23:29:22.8330 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:17 +00:00
2026-02-06 23:29:23.3720 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:17 +00:00
2026-02-06 23:29:23.7766 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:29:17 +00:00
2026-02-06 23:29:23.7900 | Agent | Run Step Tool Call - Key:call_yUV7aLJlShFIRtdcBFQo1g8z
2026-02-06 23:29:24.2258 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:29:17 +00:00
2026-02-06 23:29:24.2276 | Agent | Run Step Tool Call - Key:call_yUV7aLJlShFIRtdcBFQo1g8z
2026-02-06 23:29:24.2277 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:29:24.4247 | Agent | The guideline "G6: All measurement and safety-related sensors and inspection equipment shall be calibrated or verified at defined intervals, with traceable records retained" has been found with the unique identifier `af11f1db-e099-4082-ae20-8fa2a5609cd8`.
2026-02-06 23:29:24:4281 | Test | search for calibration.
2026-02-06 23:29:24.4281 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:29:24.6281 | Agent | Creating thread run...
2026-02-06 23:29:25.0636 | Agent | Thread run created with Id: run_XazxVMy0EZitcZ5MXlxXtoHw. Monitoring run status...
2026-02-06 23:29:25.8460 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:26.2564 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:26.6448 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:27.0670 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:27.4701 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:27.8541 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:28.2696 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:28.6581 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:29.0756 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:29.4948 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:29.9137 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:30.3093 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:30.7378 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:31.1797 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:31.5929 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:32.0094 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:32.4355 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:32.8511 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:33.2503 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:33.6632 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:34.0969 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:34.5073 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:34.9528 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:35.3646 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:35.7850 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:36.2029 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:36.7195 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:37.1621 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:37.1668 | Agent | Run Step Tool Call - Key:call_3pIKbkZ25j7EGU3X5J02ustf
2026-02-06 23:29:37.5745 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:37.5759 | Agent | Run Step Tool Call - Key:call_3pIKbkZ25j7EGU3X5J02ustf
2026-02-06 23:29:38.0415 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:29:25 +00:00
2026-02-06 23:29:38.0416 | Agent | Run Step Tool Call - Key:call_3pIKbkZ25j7EGU3X5J02ustf
2026-02-06 23:29:38.0417 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:29:38.2452 | Agent | There are no additional guidelines related to "calibration" other than the one already created, which is "G6: All measurement and safety-related sensors and inspection equipment shall be calibrated or verified at defined intervals, with traceable records retained." If you need further assistance or wish to create new guidelines, feel free to ask!
2026-02-06 23:29:38:2630 | Test | search for traceability.
2026-02-06 23:29:38.2715 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:29:38.4784 | Agent | Creating thread run...
2026-02-06 23:29:38.9879 | Agent | Thread run created with Id: run_HE2iPaiWa7hLl4IhHlalVg9g. Monitoring run status...
2026-02-06 23:29:40.2180 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:39 +00:00
2026-02-06 23:29:40.6447 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:39 +00:00
2026-02-06 23:29:41.0353 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:39 +00:00
2026-02-06 23:29:41.4545 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:39 +00:00
2026-02-06 23:29:41.9134 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:39 +00:00
2026-02-06 23:29:42.3127 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:39 +00:00
2026-02-06 23:29:42.7338 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:39 +00:00
2026-02-06 23:29:43.1548 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:39 +00:00
2026-02-06 23:29:43.5799 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:39 +00:00
2026-02-06 23:29:43.9779 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:39 +00:00
2026-02-06 23:29:44.3925 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:39 +00:00
2026-02-06 23:29:44.8112 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:39 +00:00
2026-02-06 23:29:45.2112 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:39 +00:00
2026-02-06 23:29:45.6441 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:39 +00:00
2026-02-06 23:29:46.0310 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:39 +00:00
2026-02-06 23:29:46.0357 | Agent | Run Step Tool Call - Key:call_KYlrykdlWv1VrbooCLENAOjf
2026-02-06 23:29:46.5199 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:29:39 +00:00
2026-02-06 23:29:46.5214 | Agent | Run Step Tool Call - Key:call_KYlrykdlWv1VrbooCLENAOjf
2026-02-06 23:29:46.9393 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:29:39 +00:00
2026-02-06 23:29:46.9420 | Agent | Run Step Tool Call - Key:call_KYlrykdlWv1VrbooCLENAOjf
2026-02-06 23:29:46.9465 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:29:47.1558 | Agent | There are no guidelines related to "traceability" at the moment. If you need further assistance or wish to create new guidelines, feel free to ask!
2026-02-06 23:29:47:1591 | Test | get the g6 guideline.
2026-02-06 23:29:47.1598 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:29:47.3760 | Agent | Creating thread run...
2026-02-06 23:29:47.8540 | Agent | Thread run created with Id: run_RKcFPCkU6gEwbCbVGwOBcMSN. Monitoring run status...
2026-02-06 23:29:48.6797 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:48 +00:00
2026-02-06 23:29:49.0984 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:48 +00:00
2026-02-06 23:29:49.5275 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:48 +00:00
2026-02-06 23:29:49.9247 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:48 +00:00
2026-02-06 23:29:50.3230 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:48 +00:00
2026-02-06 23:29:50.7164 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:48 +00:00
2026-02-06 23:29:51.1346 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:48 +00:00
2026-02-06 23:29:51.5507 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:48 +00:00
2026-02-06 23:29:51.9511 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:48 +00:00
2026-02-06 23:29:52.3645 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:48 +00:00
2026-02-06 23:29:52.7721 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:48 +00:00
2026-02-06 23:29:53.1759 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:48 +00:00
2026-02-06 23:29:53.6270 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:48 +00:00
2026-02-06 23:29:54.0417 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:48 +00:00
2026-02-06 23:29:54.4769 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:48 +00:00
2026-02-06 23:29:54.9174 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:29:48 +00:00
2026-02-06 23:29:54.9203 | Agent | Run Step Tool Call - Key:call_Ew7Nv29Dj2StyhmDk3xTjkap
2026-02-06 23:29:55.3500 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:29:48 +00:00
2026-02-06 23:29:55.3548 | Agent | Run Step Tool Call - Key:call_Ew7Nv29Dj2StyhmDk3xTjkap
2026-02-06 23:29:55.7594 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:29:48 +00:00
2026-02-06 23:29:55.7601 | Agent | Run Step Tool Call - Key:call_Ew7Nv29Dj2StyhmDk3xTjkap
2026-02-06 23:29:55.7618 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:29:55.9694 | Agent | Here are the details of guideline G6:

- **Code**: G6
- **Text**: All measurement and safety-related sensors and inspection equipment shall be calibrated or verified at defined intervals, with traceable records retained.
- **Unique Identifier**: af11f1db-e099-4082-ae20-8fa2a5609cd8
- **Creation Time**: 2026-02-06T23:29:08.7902548Z
- **Last Update Time**: 2026-02-06T23:29:08.7902551Z

If you need further information or assistance, feel free to ask!
2026-02-06 23:29:55:9779 | Test | update the g6 guideline as follows: calibration status shall be visibly indicated, out-of-tolerance conditions shall trigger segregation of impacted results, and re-verification shall be performed after any maintenance that may affect accuracy.
2026-02-06 23:29:55.9829 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:29:56.1982 | Agent | Creating thread run...
2026-02-06 23:29:56.6571 | Agent | Thread run created with Id: run_oMPwcvVmD4dweuLtTS0qui8k. Monitoring run status...
2026-02-06 23:29:57.8436 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:29:58.2694 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:29:58.7058 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:29:59.1318 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:29:59.5392 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:29:59.9908 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:30:00.4933 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:30:00.9222 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:30:01.3592 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:30:01.8300 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:30:02.2423 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:30:02.6847 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:30:03.1291 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:30:03.5620 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:30:03.9978 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:30:04.4295 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:30:04.8874 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:30:05.3273 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:30:05.7697 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:30:06.2107 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:30:06.6260 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:30:07.0528 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:30:07.5027 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:30:07.9562 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:30:08.3823 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:30:08.7787 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:30:09.1955 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:30:09.1964 | Agent | Run Step Tool Call - Key:call_dVujdHcrlUxf80ru22NBtOEp
2026-02-06 23:30:09.6270 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:30:09.6272 | Agent | Run Step Tool Call - Key:call_dVujdHcrlUxf80ru22NBtOEp
2026-02-06 23:30:10.0450 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:30:10.0454 | Agent | Run Step Tool Call - Key:call_dVujdHcrlUxf80ru22NBtOEp
2026-02-06 23:30:10.4814 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:29:57 +00:00
2026-02-06 23:30:10.4816 | Agent | Run Step Tool Call - Key:call_dVujdHcrlUxf80ru22NBtOEp
2026-02-06 23:30:10.4823 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:30:10.7113 | Agent | The guideline G6 has been successfully updated. Here are the new details:

- **Code**: G6
- **Text**: All measurement and safety-related sensors and inspection equipment shall be calibrated or verified at defined intervals, with traceable records retained. Calibration status shall be visibly indicated, out-of-tolerance conditions shall trigger segregation of impacted results, and re-verification shall be performed after any maintenance that may affect accuracy.
- **Unique Identifier**: af11f1db-e099-4082-ae20-8fa2a5609cd8
- **Creation Time**: 2026-02-06T23:29:08.7902548Z
- **Last Update Time**: 2026-02-06T23:30:05.3478211Z

If you need further assistance, feel free to ask!
2026-02-06 23:30:10:7126 | Test | get the g6 guideline.
2026-02-06 23:30:10.7127 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:30:10.9302 | Agent | Creating thread run...
2026-02-06 23:30:11.4622 | Agent | Thread run created with Id: run_UHh08gyxMcOLeSIQAdscUorA. Monitoring run status...
2026-02-06 23:30:12.3491 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:30:12 +00:00
2026-02-06 23:30:12.7772 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:30:12 +00:00
2026-02-06 23:30:13.2343 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:30:12 +00:00
2026-02-06 23:30:13.6440 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:30:12 +00:00
2026-02-06 23:30:14.0425 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:30:12 +00:00
2026-02-06 23:30:14.4676 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:30:12 +00:00
2026-02-06 23:30:14.9028 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:30:12 +00:00
2026-02-06 23:30:15.3487 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:30:12 +00:00
2026-02-06 23:30:15.7832 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:30:12 +00:00
2026-02-06 23:30:16.1885 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:30:12 +00:00
2026-02-06 23:30:16.5922 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:30:12 +00:00
2026-02-06 23:30:17.0109 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:30:12 +00:00
2026-02-06 23:30:17.4057 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:30:12 +00:00
2026-02-06 23:30:17.8243 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:30:12 +00:00
2026-02-06 23:30:18.2495 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:30:12 +00:00
2026-02-06 23:30:18.6759 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:30:12 +00:00
2026-02-06 23:30:18.6761 | Agent | Run Step Tool Call - Key:call_FihHWGMT9pV7UM8pZQrG1Kst
2026-02-06 23:30:19.1078 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:30:12 +00:00
2026-02-06 23:30:19.1080 | Agent | Run Step Tool Call - Key:call_FihHWGMT9pV7UM8pZQrG1Kst
2026-02-06 23:30:19.5253 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:30:12 +00:00
2026-02-06 23:30:19.5256 | Agent | Run Step Tool Call - Key:call_FihHWGMT9pV7UM8pZQrG1Kst
2026-02-06 23:30:19.9676 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:30:12 +00:00
2026-02-06 23:30:19.9679 | Agent | Run Step Tool Call - Key:call_FihHWGMT9pV7UM8pZQrG1Kst
2026-02-06 23:30:19.9687 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:30:20.1660 | Agent | Here are the updated details of guideline G6:

- **Code**: G6
- **Text**: All measurement and safety-related sensors and inspection equipment shall be calibrated or verified at defined intervals, with traceable records retained. Calibration status shall be visibly indicated, out-of-tolerance conditions shall trigger segregation of impacted results, and re-verification shall be performed after any maintenance that may affect accuracy.
- **Unique Identifier**: af11f1db-e099-4082-ae20-8fa2a5609cd8
- **Creation Time**: 2026-02-06T23:29:08.7902548Z
- **Last Update Time**: 2026-02-06T23:30:05.3478211Z

If you need further information or assistance, feel free to ask!
2026-02-06 23:30:20:1665 | Test | exit
2026-02-06 23:30:20.1665 | Agent | Exiting An orchestrator agent with digital twin agent, guideline agent and plan agent. chat...
2026-02-06 23:30:20.1665 | Agent | Deleting Sub Persistent Agent: DigitalTwinAgent...
2026-02-06 23:30:20.3901 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 23:30:20.3902 | Agent | Deleting Sub Persistent Agent: GuidelineAgent...
2026-02-06 23:30:20.5809 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 23:30:20.5810 | Agent | Deleting Sub Persistent Agent: PlanAgent...
2026-02-06 23:30:20.8029 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 23:30:21.0168 | Agent | Main Persistent agent deleted. Goodbye!
2026-02-06 23:30:21.2443 | Test | Finished An orchestrator agent with digital twin agent, guideline agent and plan agent. Multi-Agent Evaluation.
2026-02-06 23:30:21.2447 | System | Preparing to save evaluation results...
2026-02-06 23:30:21.2454 | System | Creating result folder: Result
2026-02-06 23:30:21.2458 | System | Result folder created at 24/01/2026 23:31:22.
2026-02-06 23:30:21.2459 | System | Serializing evaluation results to JSON...
2026-02-06 23:30:21.2779 | System | Writing results to file: Result\Result_20260206_233021_2454.json
2026-02-06 23:30:21.2807 | System | Result saved to Result\Result_20260206_233021_2454.json
2026-02-06 23:30:29.4571 | System | Result saved to Export_20260206_233021_5626.json
2026-02-06 23:30:29.5255 | System | Choose an option:
2026-02-06 23:30:29.5256 | System | 1 - Evaluate Agents
2026-02-06 23:30:29.5256 | System | 2 - Evaluate Multi Agents
2026-02-06 23:30:29.5256 | System | 3 - Exit
2026-02-06 23:30:29.5257 | System | Enter choice (1/2/3): 2026-02-06 23:30:51.6800 | System | Exiting...
