2026-02-06 23:25:13.2093 | System | Loading configuration...
2026-02-06 23:25:13.4277 | System | Configuration loaded successfully.
2026-02-06 23:25:13.4282 | System | Retrieving configuration model...
2026-02-06 23:25:13.4929 | System | Configuration model retrieved successfully.
2026-02-06 23:25:13.4933 | System | Setting up DefaultAzureCredential...
2026-02-06 23:25:13.6548 | System | DefaultAzureCredential setup completed.
2026-02-06 23:25:13.6551 | System | Configuring SecretClient...
2026-02-06 23:25:13.6609 | System | Secret Client configured successfully.
2026-02-06 23:25:13.6645 | System | Initializing Persistent Agents Client...
2026-02-06 23:25:13.6714 | System | Persistent Agents Client initialized successfully.
2026-02-06 23:25:13.6720 | System | Choose an option:
2026-02-06 23:25:13.6724 | System | 1 - Evaluate Agents
2026-02-06 23:25:13.6726 | System | 2 - Evaluate Multi Agents
2026-02-06 23:25:13.6728 | System | 3 - Exit
2026-02-06 23:25:13.6731 | System | Enter choice (1/2/3): 2026-02-06 23:25:18.2431 | System | Evaluating Plan Multi Agent
2026-02-06 23:25:18.2734 | Test | Evaluating An orchestrator agent with digital twin agent, guideline agent and plan agent. using Tests\Multi-Agent\ma-ga-test-a-5.json.
2026-02-06 23:25:18.3696 | Test | Loaded 11 prompts from JSON file.
2026-02-06 23:25:18.3704 | Test | Creating Sub Persistent Agent: DigitalTwinAgent...
2026-02-06 23:25:18.3707 | Test | Retrieving secret from Key Vault...
2026-02-06 23:25:19.9256 | Test | Creating ClientSecretCredential...
2026-02-06 23:25:19.9283 | Test | Validating scope...
2026-02-06 23:25:19.9285 | Test | Requesting access token...
2026-02-06 23:25:20.3263 | Test | Defining MCP Tool...
2026-02-06 23:25:20.3273 | Test | Creating Sub Persistent Agent...
2026-02-06 23:25:28.0478 | Test | Sub Persistent Agent Id: asst_0FGcmkmdVKP7hhTRp2whvCMf Name: DigitalTwinAgent Model: gpt-4o
2026-02-06 23:25:28.0482 | Test | Defining Handle Digital Twin realted tasks using their digital twin id.
2026-02-06 23:25:28.0485 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 23:25:28.0488 | Test | Configuring MCP Tool Resource...
2026-02-06 23:25:28.0496 | Test | Creating Sub Persistent Agent: GuidelineAgent...
2026-02-06 23:25:28.0497 | Test | Retrieving secret from Key Vault...
2026-02-06 23:25:28.1549 | Test | Creating ClientSecretCredential...
2026-02-06 23:25:28.1552 | Test | Validating scope...
2026-02-06 23:25:28.1559 | Test | Requesting access token...
2026-02-06 23:25:28.2517 | Test | Defining MCP Tool...
2026-02-06 23:25:28.2519 | Test | Creating Sub Persistent Agent...
2026-02-06 23:25:28.4903 | Test | Sub Persistent Agent Id: asst_UghPZq6oYJ8tIb89Gmuo0jxG Name: GuidelineAgent Model: gpt-4o
2026-02-06 23:25:28.4906 | Test | Defining Provide guidelines and best practices.
2026-02-06 23:25:28.4908 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 23:25:28.4909 | Test | Configuring MCP Tool Resource...
2026-02-06 23:25:28.4911 | Test | Creating Sub Persistent Agent: PlanAgent...
2026-02-06 23:25:28.4912 | Test | Retrieving secret from Key Vault...
2026-02-06 23:25:28.5631 | Test | Creating ClientSecretCredential...
2026-02-06 23:25:28.5633 | Test | Validating scope...
2026-02-06 23:25:28.5634 | Test | Requesting access token...
2026-02-06 23:25:28.6685 | Test | Defining MCP Tool...
2026-02-06 23:25:28.6709 | Test | Creating Sub Persistent Agent...
2026-02-06 23:25:28.9014 | Test | Sub Persistent Agent Id: asst_mcxuAEQDsBil7dmTFFdIM6Nr Name: PlanAgent Model: gpt-4o
2026-02-06 23:25:28.9016 | Test | Defining Create action plans based on the context provided.
2026-02-06 23:25:28.9017 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 23:25:28.9019 | Test | Configuring MCP Tool Resource...
2026-02-06 23:25:28.9020 | Test | Creating Main Persistent Agent...
2026-02-06 23:25:29.0976 | Test | Main Persistent Agent Id: asst_yw1KpVAeBZMbHy598v5Ojv5J Name: MainAgent Model: gpt-4o
2026-02-06 23:25:29.1019 | Test | Creating Persistent Agent Thread...
2026-02-06 23:25:29.3289 | Test | Persistent Agent Thread Id: thread_c6Y41WpIx8t0sFuqkb7zJ9x1
2026-02-06 23:25:29.3290 | Test | An orchestrator agent with digital twin agent, guideline agent and plan agent. chat started. Type 'exit' to quit.
2026-02-06 23:25:29:3291 | Test | get all agents available for this agent
2026-02-06 23:25:29.3292 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:25:29.5555 | Agent | Creating thread run...
2026-02-06 23:25:30.1712 | Agent | Thread run created with Id: run_iKZ0DZgYJtKz3JRcdHHM0vIz. Monitoring run status...
2026-02-06 23:25:31.4169 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:25:30 +00:00
2026-02-06 23:25:31.6722 | Agent | No annotations
2026-02-06 23:25:32.0626 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:25:30 +00:00
2026-02-06 23:25:32.2502 | Agent | No annotations
2026-02-06 23:25:32.2636 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:25:32.4699 | Agent | The available agents for this orchestration agent are:

1. **DigitalTwinAgent**: Handles 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 has specific responsibilities and can be invoked based on the nature of the user request.
2026-02-06 23:25:32:4736 | Test | get all mcp tools available for this agent
2026-02-06 23:25:32.4737 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:25:32.6687 | Agent | Creating thread run...
2026-02-06 23:25:33.1844 | Agent | Thread run created with Id: run_beDjrWId8tzNy1mVlrXxaofQ. Monitoring run status...
2026-02-06 23:25:34.3657 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:25:33 +00:00
2026-02-06 23:25:34.9851 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:25:33 +00:00
2026-02-06 23:25:35.1561 | Agent | No annotations
2026-02-06 23:25:35.1573 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:25:35.3989 | Agent | The available MCP (Multi-Channel Platform) tools for this orchestration agent are:

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.

These tools are designed to assist in various tasks such as managing digital twins, providing expert guidelines, and creating detailed plans.
2026-02-06 23:25:35:4075 | Test | get all mcp tools available for guideline agent
2026-02-06 23:25:35.4077 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:25:35.6224 | Agent | Creating thread run...
2026-02-06 23:25:36.1405 | Agent | Thread run created with Id: run_YuCDcFgEhgcEp2fU2xS5GotF. Monitoring run status...
2026-02-06 23:25:37.3452 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:25:36 +00:00
2026-02-06 23:25:37.5418 | Agent | No annotations
2026-02-06 23:25:37.9603 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:25:36 +00:00
2026-02-06 23:25:38.1375 | Agent | No annotations
2026-02-06 23:25:38.1464 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:25:38.3694 | 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 purpose within the orchestration system.
2026-02-06 23:25:38:3695 | Test | create a new guideline g5. a formal change-control process shall be implemented for any modification to hardware, software, tooling, safety functions, or operating parameters, with documented review and re-validation prior to release.
2026-02-06 23:25:38.3695 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:25:38.5689 | Agent | Creating thread run...
2026-02-06 23:25:38.9870 | Agent | Thread run created with Id: run_xiWJheZ5by6KvKKBYxipUfQD. Monitoring run status...
2026-02-06 23:25:40.2946 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:39 +00:00
2026-02-06 23:25:40.7195 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:39 +00:00
2026-02-06 23:25:41.1420 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:39 +00:00
2026-02-06 23:25:41.6926 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:39 +00:00
2026-02-06 23:25:42.1070 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:39 +00:00
2026-02-06 23:25:42.5188 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:39 +00:00
2026-02-06 23:25:42.9472 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:39 +00:00
2026-02-06 23:25:43.3426 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:39 +00:00
2026-02-06 23:25:43.7732 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:39 +00:00
2026-02-06 23:25:44.1747 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:39 +00:00
2026-02-06 23:25:44.5998 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:39 +00:00
2026-02-06 23:25:45.0294 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:39 +00:00
2026-02-06 23:25:45.4470 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:39 +00:00
2026-02-06 23:25:45.9818 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:39 +00:00
2026-02-06 23:25:46.5019 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:25:39 +00:00
2026-02-06 23:25:46.5029 | Agent | Run Step Tool Call - Key:call_mAqGJ0jOOt74O7lZuNrVbJzV
2026-02-06 23:25:46.9068 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:25:39 +00:00
2026-02-06 23:25:46.9070 | Agent | Run Step Tool Call - Key:call_mAqGJ0jOOt74O7lZuNrVbJzV
2026-02-06 23:25:46.9072 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:25:47.1109 | Agent | The new guideline "G5" has been successfully created with the following details:

- **Code**: G5
- **Text**: A formal change-control process shall be implemented for any modification to hardware, software, tooling, safety functions, or operating parameters, with documented review and re-validation prior to release.

If you need further assistance or modifications, feel free to ask!
2026-02-06 23:25:47:1126 | Test | search for the g5 guideline.
2026-02-06 23:25:47.1126 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:25:47.3402 | Agent | Creating thread run...
2026-02-06 23:25:47.7869 | Agent | Thread run created with Id: run_YVwcROgJ77Z8tIHlNoiMqBW3. Monitoring run status...
2026-02-06 23:25:49.0842 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:48 +00:00
2026-02-06 23:25:49.4963 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:48 +00:00
2026-02-06 23:25:49.9177 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:48 +00:00
2026-02-06 23:25:50.3094 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:48 +00:00
2026-02-06 23:25:50.7253 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:48 +00:00
2026-02-06 23:25:51.1623 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:48 +00:00
2026-02-06 23:25:51.6047 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:48 +00:00
2026-02-06 23:25:52.0650 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:48 +00:00
2026-02-06 23:25:52.4489 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:48 +00:00
2026-02-06 23:25:52.8664 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:48 +00:00
2026-02-06 23:25:53.2758 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:48 +00:00
2026-02-06 23:25:53.7128 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:48 +00:00
2026-02-06 23:25:54.2011 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:48 +00:00
2026-02-06 23:25:54.6208 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:48 +00:00
2026-02-06 23:25:55.0686 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:25:48 +00:00
2026-02-06 23:25:55.0730 | Agent | Run Step Tool Call - Key:call_6eRyOU67IeoyCOyWnlVIqtjh
2026-02-06 23:25:55.5237 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:25:48 +00:00
2026-02-06 23:25:55.5265 | Agent | Run Step Tool Call - Key:call_6eRyOU67IeoyCOyWnlVIqtjh
2026-02-06 23:25:55.9579 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:25:48 +00:00
2026-02-06 23:25:55.9594 | Agent | Run Step Tool Call - Key:call_6eRyOU67IeoyCOyWnlVIqtjh
2026-02-06 23:25:55.9641 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:25:56.1405 | Agent | The guideline "G5" has been found with the following details:

- **ID**: 1a757731-a7d1-4cdf-b1af-903db980fb94
- **Code**: G5
- **Text**: A formal change-control process shall be implemented for any modification to hardware, software, tooling, safety functions, or operating parameters, with documented review and re-validation prior to release.

If you need further information or actions regarding this guideline, please let me know!
2026-02-06 23:25:56:1434 | Test | search for change control.
2026-02-06 23:25:56.1439 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:25:56.3408 | Agent | Creating thread run...
2026-02-06 23:25:56.7989 | Agent | Thread run created with Id: run_K3xpEMY3DLmoAsr8HdoODEu4. Monitoring run status...
2026-02-06 23:25:58.0188 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:57 +00:00
2026-02-06 23:25:58.4495 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:57 +00:00
2026-02-06 23:25:59.1751 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:57 +00:00
2026-02-06 23:25:59.5818 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:57 +00:00
2026-02-06 23:25:59.9911 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:57 +00:00
2026-02-06 23:26:00.4236 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:57 +00:00
2026-02-06 23:26:00.8277 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:57 +00:00
2026-02-06 23:26:01.2797 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:57 +00:00
2026-02-06 23:26:01.7154 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:57 +00:00
2026-02-06 23:26:02.1460 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:57 +00:00
2026-02-06 23:26:02.5730 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:57 +00:00
2026-02-06 23:26:02.9761 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:57 +00:00
2026-02-06 23:26:03.3909 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:57 +00:00
2026-02-06 23:26:03.8295 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:25:57 +00:00
2026-02-06 23:26:04.2647 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:25:57 +00:00
2026-02-06 23:26:04.2659 | Agent | Run Step Tool Call - Key:call_wxROr2t3ZlIYVg68DJfDNaLT
2026-02-06 23:26:04.6957 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:25:57 +00:00
2026-02-06 23:26:04.6992 | Agent | Run Step Tool Call - Key:call_wxROr2t3ZlIYVg68DJfDNaLT
2026-02-06 23:26:05.1320 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:25:57 +00:00
2026-02-06 23:26:05.1322 | Agent | Run Step Tool Call - Key:call_wxROr2t3ZlIYVg68DJfDNaLT
2026-02-06 23:26:05.1322 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:26:05.3198 | Agent | The search for guidelines related to "change control" returned the following result:

- **Guideline Code**: G5
- **Text**: A formal change-control process shall be implemented for any modification to hardware, software, tooling, safety functions, or operating parameters, with documented review and re-validation prior to release.

If you need further assistance or additional searches, feel free to ask!
2026-02-06 23:26:05:3200 | Test | search for re-validation.
2026-02-06 23:26:05.3202 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:26:05.5468 | Agent | Creating thread run...
2026-02-06 23:26:05.9929 | Agent | Thread run created with Id: run_Eft0wNhDVErRcCrROcFm7bNj. Monitoring run status...
2026-02-06 23:26:07.2460 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:06 +00:00
2026-02-06 23:26:07.6998 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:06 +00:00
2026-02-06 23:26:08.1293 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:06 +00:00
2026-02-06 23:26:08.5436 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:06 +00:00
2026-02-06 23:26:09.0150 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:06 +00:00
2026-02-06 23:26:09.4310 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:06 +00:00
2026-02-06 23:26:09.8363 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:06 +00:00
2026-02-06 23:26:10.2200 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:06 +00:00
2026-02-06 23:26:10.6169 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:06 +00:00
2026-02-06 23:26:11.0073 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:06 +00:00
2026-02-06 23:26:11.4436 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:06 +00:00
2026-02-06 23:26:11.9196 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:06 +00:00
2026-02-06 23:26:12.3698 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:06 +00:00
2026-02-06 23:26:12.8279 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:06 +00:00
2026-02-06 23:26:13.2755 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:26:06 +00:00
2026-02-06 23:26:13.2777 | Agent | Run Step Tool Call - Key:call_WGJp2TOUQARbOH19JMfxs6CS
2026-02-06 23:26:13.7127 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:26:06 +00:00
2026-02-06 23:26:13.7143 | Agent | Run Step Tool Call - Key:call_WGJp2TOUQARbOH19JMfxs6CS
2026-02-06 23:26:14.1496 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:26:06 +00:00
2026-02-06 23:26:14.1506 | Agent | Run Step Tool Call - Key:call_WGJp2TOUQARbOH19JMfxs6CS
2026-02-06 23:26:14.1507 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:26:14.3316 | Agent | The search for guidelines related to "re-validation" returned the following result:

- **Guideline Code**: G5
- **Text**: A formal change-control process shall be implemented for any modification to hardware, software, tooling, safety functions, or operating parameters, with documented review and re-validation prior to release.

If you need further assistance or additional searches, feel free to ask!
2026-02-06 23:26:14:3330 | Test | get the g5 guideline.
2026-02-06 23:26:14.3330 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:26:14.5751 | Agent | Creating thread run...
2026-02-06 23:26:15.0396 | Agent | Thread run created with Id: run_ffowApg5KLTQR3MLMKPenIEy. Monitoring run status...
2026-02-06 23:26:16.2582 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:15 +00:00
2026-02-06 23:26:16.6499 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:15 +00:00
2026-02-06 23:26:17.0769 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:15 +00:00
2026-02-06 23:26:17.4732 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:15 +00:00
2026-02-06 23:26:17.9073 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:15 +00:00
2026-02-06 23:26:18.3124 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:15 +00:00
2026-02-06 23:26:18.7374 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:15 +00:00
2026-02-06 23:26:19.3275 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:15 +00:00
2026-02-06 23:26:19.7114 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:15 +00:00
2026-02-06 23:26:20.1316 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:15 +00:00
2026-02-06 23:26:20.5329 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:15 +00:00
2026-02-06 23:26:20.9571 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:15 +00:00
2026-02-06 23:26:21.4048 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:15 +00:00
2026-02-06 23:26:21.8093 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:15 +00:00
2026-02-06 23:26:22.2408 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:26:15 +00:00
2026-02-06 23:26:22.2410 | Agent | Run Step Tool Call - Key:call_T31fbUjn19eCbie1xfjA9XL4
2026-02-06 23:26:22.6944 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:26:15 +00:00
2026-02-06 23:26:22.6949 | Agent | Run Step Tool Call - Key:call_T31fbUjn19eCbie1xfjA9XL4
2026-02-06 23:26:23.1531 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:26:15 +00:00
2026-02-06 23:26:23.1533 | Agent | Run Step Tool Call - Key:call_T31fbUjn19eCbie1xfjA9XL4
2026-02-06 23:26:23.5500 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:26:15 +00:00
2026-02-06 23:26:23.5516 | Agent | Run Step Tool Call - Key:call_T31fbUjn19eCbie1xfjA9XL4
2026-02-06 23:26:23.5521 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:26:23.7763 | Agent | Here are the details of guideline "G5":

- **ID**: 1a757731-a7d1-4cdf-b1af-903db980fb94
- **Code**: G5
- **Text**: A formal change-control process shall be implemented for any modification to hardware, software, tooling, safety functions, or operating parameters, with documented review and re-validation prior to release.
- **Creation Time**: 2026-02-06T23:25:42.1956754Z
- **Last Update Time**: 2026-02-06T23:25:42.1956757Z

If you need further information or actions regarding this guideline, please let me know!
2026-02-06 23:26:23:7779 | Test | update the g5 guideline as follows: changes shall include ur programs, safety configurations, zeiss inspect project settings, end-effector tooling, sensor placement, and any parameter affecting speed, acceleration, payload, or stop functions.
2026-02-06 23:26:23.7780 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:26:23.9915 | Agent | Creating thread run...
2026-02-06 23:26:24.5977 | Agent | Thread run created with Id: run_YFfSakQcojfGSHl9LIewFAje. Monitoring run status...
2026-02-06 23:26:25.3926 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:25.7818 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:26.1832 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:26.5935 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:27.0913 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:27.4992 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:27.9525 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:28.3820 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:28.7760 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:29.1601 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:29.5554 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:29.9783 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:30.3941 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:30.7988 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:31.2154 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:31.6474 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:32.0478 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:32.4824 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:32.8993 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:33.2966 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:33.7299 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:34.1479 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:34.5530 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:34.9987 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:35.4457 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:35.8365 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:36.2557 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:36.6780 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:37.1104 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:37.1138 | Agent | Run Step Tool Call - Key:call_kZ24iMmKP4fs7L1Fo2XjxJ3s
2026-02-06 23:26:37.5697 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:37.5732 | Agent | Run Step Tool Call - Key:call_kZ24iMmKP4fs7L1Fo2XjxJ3s
2026-02-06 23:26:38.0187 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:26:25 +00:00
2026-02-06 23:26:38.0227 | Agent | Run Step Tool Call - Key:call_kZ24iMmKP4fs7L1Fo2XjxJ3s
2026-02-06 23:26:38.0227 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:26:38.2109 | Agent | The guideline "G5" has been successfully updated with the following additional details:

- **Text**: A formal change-control process shall be implemented for any modification to hardware, software, tooling, safety functions, or operating parameters, with documented review and re-validation prior to release. Changes shall include UR programs, safety configurations, Zeiss inspect project settings, end-effector tooling, sensor placement, and any parameter affecting speed, acceleration, payload, or stop functions.

If you need further assistance or modifications, feel free to ask!
2026-02-06 23:26:38:2139 | Test | get the g5 guideline.
2026-02-06 23:26:38.2140 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:26:38.4253 | Agent | Creating thread run...
2026-02-06 23:26:38.9151 | Agent | Thread run created with Id: run_1SktCgbJCizqHkVVJAX0KJcP. Monitoring run status...
2026-02-06 23:26:40.1675 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:40.5700 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:40.9634 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:41.3635 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:41.7502 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:42.1674 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:42.5606 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:42.9856 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:43.4000 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:43.8072 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:44.2156 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:44.6879 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:45.0756 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:45.4922 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:45.8843 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:46.3240 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:46.7304 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:47.1740 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:47.5882 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:47.9840 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:48.4749 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:48.8841 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:49.2696 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:49.7127 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:50.1204 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:50.5291 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:50.9291 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:51.3500 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:51.3515 | Agent | Run Step Tool Call - Key:call_W8EdIMeDyggOTrwGRdULrRBk
2026-02-06 23:26:51.7550 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:51.7571 | Agent | Run Step Tool Call - Key:call_W8EdIMeDyggOTrwGRdULrRBk
2026-02-06 23:26:52.1815 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:52.1837 | Agent | Run Step Tool Call - Key:call_W8EdIMeDyggOTrwGRdULrRBk
2026-02-06 23:26:52.6195 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:26:39 +00:00
2026-02-06 23:26:52.6213 | Agent | Run Step Tool Call - Key:call_W8EdIMeDyggOTrwGRdULrRBk
2026-02-06 23:26:52.6214 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:26:52.8418 | Agent | Here are the updated details of guideline "G5":

- **ID**: 1a757731-a7d1-4cdf-b1af-903db980fb94
- **Code**: G5
- **Text**: A formal change-control process shall be implemented for any modification to hardware, software, tooling, safety functions, or operating parameters, with documented review and re-validation prior to release. Changes shall include UR programs, safety configurations, Zeiss inspect project settings, end-effector tooling, sensor placement, and any parameter affecting speed, acceleration, payload, or stop functions.
- **Creation Time**: 2026-02-06T23:25:42.1956754Z
- **Last Update Time**: 2026-02-06T23:26:32.089441Z

If you need further information or actions regarding this guideline, please let me know!
2026-02-06 23:26:52:8521 | Test | exit
2026-02-06 23:26:52.8522 | Agent | Exiting An orchestrator agent with digital twin agent, guideline agent and plan agent. chat...
2026-02-06 23:26:52.8522 | Agent | Deleting Sub Persistent Agent: DigitalTwinAgent...
2026-02-06 23:26:53.0493 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 23:26:53.0518 | Agent | Deleting Sub Persistent Agent: GuidelineAgent...
2026-02-06 23:26:53.3327 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 23:26:53.3380 | Agent | Deleting Sub Persistent Agent: PlanAgent...
2026-02-06 23:26:53.5316 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 23:26:53.7207 | Agent | Main Persistent agent deleted. Goodbye!
2026-02-06 23:26:53.9630 | Test | Finished An orchestrator agent with digital twin agent, guideline agent and plan agent. Multi-Agent Evaluation.
2026-02-06 23:26:53.9633 | System | Preparing to save evaluation results...
2026-02-06 23:26:53.9634 | System | Creating result folder: Result
2026-02-06 23:26:53.9637 | System | Result folder created at 24/01/2026 23:31:22.
2026-02-06 23:26:53.9638 | System | Serializing evaluation results to JSON...
2026-02-06 23:26:53.9981 | System | Writing results to file: Result\Result_20260206_232653_9634.json
2026-02-06 23:26:54.0073 | System | Result saved to Result\Result_20260206_232653_9634.json
2026-02-06 23:27:03.9158 | System | Result saved to Export_20260206_232654_2733.json
2026-02-06 23:27:04.0095 | System | Choose an option:
2026-02-06 23:27:04.0096 | System | 1 - Evaluate Agents
2026-02-06 23:27:04.0098 | System | 2 - Evaluate Multi Agents
2026-02-06 23:27:04.0099 | System | 3 - Exit
2026-02-06 23:27:04.0101 | System | Enter choice (1/2/3): 2026-02-06 23:27:06.7606 | System | Exiting...
