2026-02-06 23:54:50.7434 | System | Loading configuration...
2026-02-06 23:54:50.9782 | System | Configuration loaded successfully.
2026-02-06 23:54:50.9790 | System | Retrieving configuration model...
2026-02-06 23:54:51.0581 | System | Configuration model retrieved successfully.
2026-02-06 23:54:51.0585 | System | Setting up DefaultAzureCredential...
2026-02-06 23:54:51.2665 | System | DefaultAzureCredential setup completed.
2026-02-06 23:54:51.2669 | System | Configuring SecretClient...
2026-02-06 23:54:51.2751 | System | Secret Client configured successfully.
2026-02-06 23:54:51.2766 | System | Initializing Persistent Agents Client...
2026-02-06 23:54:51.2834 | System | Persistent Agents Client initialized successfully.
2026-02-06 23:54:51.2839 | System | Choose an option:
2026-02-06 23:54:51.2842 | System | 1 - Evaluate Agents
2026-02-06 23:54:51.2844 | System | 2 - Evaluate Multi Agents
2026-02-06 23:54:51.2848 | System | 3 - Exit
2026-02-06 23:54:51.2851 | System | Enter choice (1/2/3): 2026-02-06 23:54:57.4969 | System | Evaluating Plan Multi Agent
2026-02-06 23:54:57.5341 | Test | Evaluating An orchestrator agent with digital twin agent, guideline agent and plan agent. using Tests\Multi-Agent\ma-ga-test-b-4.json.
2026-02-06 23:54:57.6330 | Test | Loaded 9 prompts from JSON file.
2026-02-06 23:54:57.6340 | Test | Creating Sub Persistent Agent: DigitalTwinAgent...
2026-02-06 23:54:57.6342 | Test | Retrieving secret from Key Vault...
2026-02-06 23:54:59.1539 | Test | Creating ClientSecretCredential...
2026-02-06 23:54:59.1549 | Test | Validating scope...
2026-02-06 23:54:59.1551 | Test | Requesting access token...
2026-02-06 23:54:59.5547 | Test | Defining MCP Tool...
2026-02-06 23:54:59.5555 | Test | Creating Sub Persistent Agent...
2026-02-06 23:55:09.4692 | Test | Sub Persistent Agent Id: asst_4faeFyocmc6IyxvaUbqwUdZC Name: DigitalTwinAgent Model: gpt-4o
2026-02-06 23:55:09.4710 | Test | Defining Handle Digital Twin realted tasks using their digital twin id.
2026-02-06 23:55:09.4712 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 23:55:09.4715 | Test | Configuring MCP Tool Resource...
2026-02-06 23:55:09.4722 | Test | Creating Sub Persistent Agent: GuidelineAgent...
2026-02-06 23:55:09.4723 | Test | Retrieving secret from Key Vault...
2026-02-06 23:55:09.5282 | Test | Creating ClientSecretCredential...
2026-02-06 23:55:09.5292 | Test | Validating scope...
2026-02-06 23:55:09.5293 | Test | Requesting access token...
2026-02-06 23:55:09.6392 | Test | Defining MCP Tool...
2026-02-06 23:55:09.6444 | Test | Creating Sub Persistent Agent...
2026-02-06 23:55:09.9611 | Test | Sub Persistent Agent Id: asst_axT9lbMl6UVXDXGPOqHAQZOk Name: GuidelineAgent Model: gpt-4o
2026-02-06 23:55:09.9634 | Test | Defining Provide guidelines and best practices.
2026-02-06 23:55:09.9647 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 23:55:09.9648 | Test | Configuring MCP Tool Resource...
2026-02-06 23:55:09.9648 | Test | Creating Sub Persistent Agent: PlanAgent...
2026-02-06 23:55:09.9649 | Test | Retrieving secret from Key Vault...
2026-02-06 23:55:10.0736 | Test | Creating ClientSecretCredential...
2026-02-06 23:55:10.0738 | Test | Validating scope...
2026-02-06 23:55:10.0744 | Test | Requesting access token...
2026-02-06 23:55:10.1747 | Test | Defining MCP Tool...
2026-02-06 23:55:10.1753 | Test | Creating Sub Persistent Agent...
2026-02-06 23:55:10.4493 | Test | Sub Persistent Agent Id: asst_GoGgZviy80kHxqdZhnCHu5YD Name: PlanAgent Model: gpt-4o
2026-02-06 23:55:10.4505 | Test | Defining Create action plans based on the context provided.
2026-02-06 23:55:10.4506 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 23:55:10.4506 | Test | Configuring MCP Tool Resource...
2026-02-06 23:55:10.4506 | Test | Creating Main Persistent Agent...
2026-02-06 23:55:10.6362 | Test | Main Persistent Agent Id: asst_g6ZO2K5PeMZoedDnk1wkwOEC Name: MainAgent Model: gpt-4o
2026-02-06 23:55:10.6398 | Test | Creating Persistent Agent Thread...
2026-02-06 23:55:10.8602 | Test | Persistent Agent Thread Id: thread_swBG4dnaGsXVt44I0TLWuJtQ
2026-02-06 23:55:10.8605 | Test | An orchestrator agent with digital twin agent, guideline agent and plan agent. chat started. Type 'exit' to quit.
2026-02-06 23:55:10:8613 | Test | get all agents available for this agent
2026-02-06 23:55:10.8615 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:55:11.1365 | Agent | Creating thread run...
2026-02-06 23:55:11.7422 | Agent | Thread run created with Id: run_f9wFMsZFIzGvMIfCPjKDd2F5. Monitoring run status...
2026-02-06 23:55:13.0015 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:55:12 +00:00
2026-02-06 23:55:13.2063 | Agent | No annotations
2026-02-06 23:55:13.6499 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:55:12 +00:00
2026-02-06 23:55:14.0738 | Agent | No annotations
2026-02-06 23:55:14.0802 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:55:14.3309 | Agent | Here are the available agents for this orchestration agent:

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.
2026-02-06 23:55:14:3383 | Test | get all mcp tools available for this agent
2026-02-06 23:55:14.3385 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:55:14.5537 | Agent | Creating thread run...
2026-02-06 23:55:15.0026 | Agent | Thread run created with Id: run_LInD6aKlEooA9oL885t93myG. Monitoring run status...
2026-02-06 23:55:15.8956 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:55:15 +00:00
2026-02-06 23:55:16.4879 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:55:15 +00:00
2026-02-06 23:55:16.7225 | Agent | No annotations
2026-02-06 23:55:16.7236 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:55:16.9464 | Agent | The available MCP (Multi-Cloud Platform) tools for this orchestration agent are:

1. **DigitalTwinAgent**: Used for handling tasks related to digital twins.
2. **GuidelineAgent**: Provides guidelines and best practices.
3. **PlanAgent**: Creates action plans based on the context provided.
2026-02-06 23:55:16:9478 | Test | get all mcp tools available for guideline agent
2026-02-06 23:55:16.9554 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:55:17.1702 | Agent | Creating thread run...
2026-02-06 23:55:17.6086 | Agent | Thread run created with Id: run_U5oMUZAd3dTr7qqmzaQ8Ol1K. Monitoring run status...
2026-02-06 23:55:18.5111 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:55:18 +00:00
2026-02-06 23:55:19.1998 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:55:18 +00:00
2026-02-06 23:55:19.3790 | Agent | No annotations
2026-02-06 23:55:19.7926 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:55:18 +00:00
2026-02-06 23:55:20.0113 | Agent | No annotations
2026-02-06 23:55:20.0121 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:55:20.1977 | 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 its scope, as it serves a specific function within the orchestration system.
2026-02-06 23:55:20:1979 | Test | get a list of mcp tools available for this agent.
2026-02-06 23:55:20.1980 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:55:20.3966 | Agent | Creating thread run...
2026-02-06 23:55:20.8416 | Agent | Thread run created with Id: run_qjWuoAoFLB94FhKWyrdweRfD. Monitoring run status...
2026-02-06 23:55:21.7053 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:55:21 +00:00
2026-02-06 23:55:22.0433 | Agent | No annotations
2026-02-06 23:55:22.4547 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:55:21 +00:00
2026-02-06 23:55:22.6521 | Agent | No annotations
2026-02-06 23:55:22.6581 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:55:22.8719 | Agent | The available MCP tools 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.
2026-02-06 23:55:22:8747 | Test | search for the g4 guideline. if it does not exist, create a new guideline g4. all hardware and software components shall be installed, configured, and commissioned according to manufacturer documentation and applicable safety standards.
2026-02-06 23:55:22.8748 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:55:23.0806 | Agent | Creating thread run...
2026-02-06 23:55:23.5586 | Agent | Thread run created with Id: run_FGM8wfvWC9y7Dv8OzzGkUQRW. Monitoring run status...
2026-02-06 23:55:24.3937 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:24.8165 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:25.2075 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:25.6416 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:26.0788 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:26.4975 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:26.9266 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:27.3385 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:27.7368 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:28.1512 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:28.5436 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:28.9433 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:29.6622 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:30.0579 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:30.5376 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:30.5379 | Agent | Run Step Tool Call - Key:call_QQJVcATIFHyOdi8eQ6BOcIxB
2026-02-06 23:55:30.9913 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:30.9915 | Agent | Run Step Tool Call - Key:call_QQJVcATIFHyOdi8eQ6BOcIxB
2026-02-06 23:55:31.4023 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:31.4404 | Agent | Run Step Tool Call - Key:call_QQJVcATIFHyOdi8eQ6BOcIxB
2026-02-06 23:55:31.8881 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:31.8882 | Agent | Run Step Tool Call - Key:call_QQJVcATIFHyOdi8eQ6BOcIxB
2026-02-06 23:55:32.3250 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:32.3267 | Agent | Run Step Tool Call - Key:call_QQJVcATIFHyOdi8eQ6BOcIxB
2026-02-06 23:55:32.7929 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:32.7931 | Agent | Run Step Tool Call - Key:call_QQJVcATIFHyOdi8eQ6BOcIxB
2026-02-06 23:55:33.5487 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:33.5523 | Agent | Run Step Tool Call - Key:call_QQJVcATIFHyOdi8eQ6BOcIxB
2026-02-06 23:55:33.9708 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:33.9774 | Agent | Run Step Tool Call - Key:call_QQJVcATIFHyOdi8eQ6BOcIxB
2026-02-06 23:55:34.4288 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:34.4314 | Agent | Run Step Tool Call - Key:call_QQJVcATIFHyOdi8eQ6BOcIxB
2026-02-06 23:55:34.8575 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:34.8606 | Agent | Run Step Tool Call - Key:call_QQJVcATIFHyOdi8eQ6BOcIxB
2026-02-06 23:55:35.3205 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:35.3207 | Agent | Run Step Tool Call - Key:call_QQJVcATIFHyOdi8eQ6BOcIxB
2026-02-06 23:55:35.7432 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:35.7477 | Agent | Run Step Tool Call - Key:call_QQJVcATIFHyOdi8eQ6BOcIxB
2026-02-06 23:55:36.2489 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:36.2509 | Agent | Run Step Tool Call - Key:call_QQJVcATIFHyOdi8eQ6BOcIxB
2026-02-06 23:55:36.6801 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:36.6821 | Agent | Run Step Tool Call - Key:call_QQJVcATIFHyOdi8eQ6BOcIxB
2026-02-06 23:55:37.1337 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:37.1358 | Agent | Run Step Tool Call - Key:call_QQJVcATIFHyOdi8eQ6BOcIxB
2026-02-06 23:55:37.5892 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:37.5894 | Agent | Run Step Tool Call - Key:call_QQJVcATIFHyOdi8eQ6BOcIxB
2026-02-06 23:55:38.0323 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:24 +00:00
2026-02-06 23:55:38.0354 | Agent | Run Step Tool Call - Key:call_QQJVcATIFHyOdi8eQ6BOcIxB
2026-02-06 23:55:38.0358 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:55:38.2214 | Agent | The guideline "G4" has been successfully created with the following details:

- **Code:** G4
- **Text:** All hardware and software components shall be installed, configured, and commissioned according to manufacturer documentation and applicable safety standards.

If you need any further assistance or modifications, feel free to ask!
2026-02-06 23:55:38:2217 | Test | search for the g4 guideline. it it exists then, get the guideline.
2026-02-06 23:55:38.2218 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:55:38.4160 | Agent | Creating thread run...
2026-02-06 23:55:38.9181 | Agent | Thread run created with Id: run_f5iT9KteZi3oo2RDNn5jHDqf. Monitoring run status...
2026-02-06 23:55:40.1600 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:39 +00:00
2026-02-06 23:55:40.6237 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:39 +00:00
2026-02-06 23:55:41.0275 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:39 +00:00
2026-02-06 23:55:41.4434 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:39 +00:00
2026-02-06 23:55:41.8651 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:39 +00:00
2026-02-06 23:55:42.2817 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:39 +00:00
2026-02-06 23:55:42.6823 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:39 +00:00
2026-02-06 23:55:43.1183 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:39 +00:00
2026-02-06 23:55:43.5070 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:39 +00:00
2026-02-06 23:55:44.0665 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:39 +00:00
2026-02-06 23:55:44.4724 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:39 +00:00
2026-02-06 23:55:44.8901 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:39 +00:00
2026-02-06 23:55:45.3727 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:39 +00:00
2026-02-06 23:55:45.8390 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:39 +00:00
2026-02-06 23:55:46.2731 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:39 +00:00
2026-02-06 23:55:46.6756 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:39 +00:00
2026-02-06 23:55:47.0802 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:39 +00:00
2026-02-06 23:55:47.5284 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:39 +00:00
2026-02-06 23:55:47.9650 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:39 +00:00
2026-02-06 23:55:48.4007 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:39 +00:00
2026-02-06 23:55:48.8961 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:39 +00:00
2026-02-06 23:55:49.3331 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:39 +00:00
2026-02-06 23:55:49.7439 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:39 +00:00
2026-02-06 23:55:50.1327 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:39 +00:00
2026-02-06 23:55:50.7228 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:39 +00:00
2026-02-06 23:55:51.1865 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:39 +00:00
2026-02-06 23:55:51.2008 | Agent | Run Step Tool Call - Key:call_PHoDkstH3lJHmGz9sG9rhJGo
2026-02-06 23:55:51.6611 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:39 +00:00
2026-02-06 23:55:51.6614 | Agent | Run Step Tool Call - Key:call_PHoDkstH3lJHmGz9sG9rhJGo
2026-02-06 23:55:52.0876 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:39 +00:00
2026-02-06 23:55:52.0923 | Agent | Run Step Tool Call - Key:call_PHoDkstH3lJHmGz9sG9rhJGo
2026-02-06 23:55:52.0924 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:55:52.2829 | Agent | The guideline "G4" has been found with the following details:

- **ID:** ac5eb065-d2d5-4203-a5ec-d5ac59f39912
- **Code:** G4
- **Text:** All hardware and software components shall be installed, configured, and commissioned according to manufacturer documentation and applicable safety standards.
- **Creation Time:** 2026-02-06T23:55:33.0220167Z
- **Last Update Time:** 2026-02-06T23:55:33.0220169Z

If you need further information or actions related to this guideline, please let me know!
2026-02-06 23:55:52:2852 | Test | search for the g4 guideline. it it exists then, update the guideline as follows: the universal robot cobot, robotiq gripper, external sensors, and gom scanner using zeiss inspect software shall be operated strictly within manufacturer-specified limits and validated configurations.
2026-02-06 23:55:52.2853 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:55:52.4834 | Agent | Creating thread run...
2026-02-06 23:55:52.9614 | Agent | Thread run created with Id: run_rQCplrNNa3krYGrTTTsqHl02. Monitoring run status...
2026-02-06 23:55:53.7746 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:55:54.2166 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:55:54.6323 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:55:55.0725 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:55:55.4935 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:55:55.9273 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:55:56.3826 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:55:56.8156 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:55:57.2572 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:55:57.6906 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:55:58.0997 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:55:58.5329 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:55:58.9198 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:55:59.5788 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:55:59.9724 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:55:59.9726 | Agent | Run Step Tool Call - Key:call_pi0bQZGgCloYy1YKDvXsEvzk
2026-02-06 23:56:00.4036 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:56:00.4042 | Agent | Run Step Tool Call - Key:call_pi0bQZGgCloYy1YKDvXsEvzk
2026-02-06 23:56:00.8219 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:56:00.8221 | Agent | Run Step Tool Call - Key:call_pi0bQZGgCloYy1YKDvXsEvzk
2026-02-06 23:56:01.2622 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:56:01.2629 | Agent | Run Step Tool Call - Key:call_pi0bQZGgCloYy1YKDvXsEvzk
2026-02-06 23:56:01.7045 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:56:01.7056 | Agent | Run Step Tool Call - Key:call_pi0bQZGgCloYy1YKDvXsEvzk
2026-02-06 23:56:02.1188 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:56:02.1192 | Agent | Run Step Tool Call - Key:call_pi0bQZGgCloYy1YKDvXsEvzk
2026-02-06 23:56:02.6317 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:56:02.6345 | Agent | Run Step Tool Call - Key:call_pi0bQZGgCloYy1YKDvXsEvzk
2026-02-06 23:56:03.1103 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:56:03.1109 | Agent | Run Step Tool Call - Key:call_pi0bQZGgCloYy1YKDvXsEvzk
2026-02-06 23:56:03.5597 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:56:03.5600 | Agent | Run Step Tool Call - Key:call_pi0bQZGgCloYy1YKDvXsEvzk
2026-02-06 23:56:03.9864 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:56:03.9886 | Agent | Run Step Tool Call - Key:call_pi0bQZGgCloYy1YKDvXsEvzk
2026-02-06 23:56:04.4254 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:56:04.4268 | Agent | Run Step Tool Call - Key:call_pi0bQZGgCloYy1YKDvXsEvzk
2026-02-06 23:56:04.8600 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:56:04.8606 | Agent | Run Step Tool Call - Key:call_pi0bQZGgCloYy1YKDvXsEvzk
2026-02-06 23:56:05.3394 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:56:05.3468 | Agent | Run Step Tool Call - Key:call_pi0bQZGgCloYy1YKDvXsEvzk
2026-02-06 23:56:05.8036 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:56:05.8150 | Agent | Run Step Tool Call - Key:call_pi0bQZGgCloYy1YKDvXsEvzk
2026-02-06 23:56:06.2530 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:56:06.2620 | Agent | Run Step Tool Call - Key:call_pi0bQZGgCloYy1YKDvXsEvzk
2026-02-06 23:56:06.7561 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:56:06.7641 | Agent | Run Step Tool Call - Key:call_pi0bQZGgCloYy1YKDvXsEvzk
2026-02-06 23:56:07.2770 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:55:53 +00:00
2026-02-06 23:56:07.2811 | Agent | Run Step Tool Call - Key:call_pi0bQZGgCloYy1YKDvXsEvzk
2026-02-06 23:56:07.2811 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:56:07.4662 | Agent | The guideline "G4" has been successfully updated with the following details:

- **Code:** G4
- **Text:** The Universal Robot cobot, Robotiq gripper, external sensors, and GOM scanner using ZEISS Inspect software shall be operated strictly within manufacturer-specified limits and validated configurations.
- **Creation Time:** 2026-02-06T23:55:33.0220167Z
- **Last Update Time:** 2026-02-06T23:56:02.2920197Z

If you need further assistance or modifications, feel free to ask!
2026-02-06 23:56:07:5017 | Test | search for the g4 guideline. it it exists then, get the guideline.
2026-02-06 23:56:07.5120 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:56:07.7103 | Agent | Creating thread run...
2026-02-06 23:56:08.1457 | Agent | Thread run created with Id: run_JTQUGf5bVG8wg4DhxZ4c7K8B. Monitoring run status...
2026-02-06 23:56:08.9383 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:56:08 +00:00
2026-02-06 23:56:09.3551 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:56:08 +00:00
2026-02-06 23:56:09.7681 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:56:08 +00:00
2026-02-06 23:56:10.2424 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:56:08 +00:00
2026-02-06 23:56:10.6619 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:56:08 +00:00
2026-02-06 23:56:11.0772 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:56:08 +00:00
2026-02-06 23:56:11.5306 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:56:08 +00:00
2026-02-06 23:56:11.9830 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:56:08 +00:00
2026-02-06 23:56:13.2401 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:56:08 +00:00
2026-02-06 23:56:13.6471 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:56:08 +00:00
2026-02-06 23:56:14.1923 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:56:08 +00:00
2026-02-06 23:56:14.6053 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:56:08 +00:00
2026-02-06 23:56:15.0344 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:56:08 +00:00
2026-02-06 23:56:15.0346 | Agent | Run Step Tool Call - Key:call_OezxiyzFXZGspqIYAOtNef5L
2026-02-06 23:56:15.6031 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:56:08 +00:00
2026-02-06 23:56:15.6066 | Agent | Run Step Tool Call - Key:call_OezxiyzFXZGspqIYAOtNef5L
2026-02-06 23:56:16.0519 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:56:08 +00:00
2026-02-06 23:56:16.0600 | Agent | Run Step Tool Call - Key:call_OezxiyzFXZGspqIYAOtNef5L
2026-02-06 23:56:16.0602 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:56:16.2732 | Agent | The guideline "G4" has been found with the following updated details:

- **ID:** ac5eb065-d2d5-4203-a5ec-d5ac59f39912
- **Code:** G4
- **Text:** The Universal Robot cobot, Robotiq gripper, external sensors, and GOM scanner using ZEISS Inspect software shall be operated strictly within manufacturer-specified limits and validated configurations.
- **Creation Time:** 2026-02-06T23:55:33.0220167Z
- **Last Update Time:** 2026-02-06T23:56:02.2920197Z

If you need further information or actions related to this guideline, please let me know!
2026-02-06 23:56:16:2937 | Test | exit
2026-02-06 23:56:16.3065 | Agent | Exiting An orchestrator agent with digital twin agent, guideline agent and plan agent. chat...
2026-02-06 23:56:16.3066 | Agent | Deleting Sub Persistent Agent: DigitalTwinAgent...
2026-02-06 23:56:16.7212 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 23:56:16.7217 | Agent | Deleting Sub Persistent Agent: GuidelineAgent...
2026-02-06 23:56:16.9359 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 23:56:16.9361 | Agent | Deleting Sub Persistent Agent: PlanAgent...
2026-02-06 23:56:17.1361 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 23:56:17.3783 | Agent | Main Persistent agent deleted. Goodbye!
2026-02-06 23:56:17.6385 | Test | Finished An orchestrator agent with digital twin agent, guideline agent and plan agent. Multi-Agent Evaluation.
2026-02-06 23:56:17.6390 | System | Preparing to save evaluation results...
2026-02-06 23:56:17.6395 | System | Creating result folder: Result
2026-02-06 23:56:17.6397 | System | Result folder created at 24/01/2026 23:31:22.
2026-02-06 23:56:17.6398 | System | Serializing evaluation results to JSON...
2026-02-06 23:56:17.6741 | System | Writing results to file: Result\Result_20260206_235617_6395.json
2026-02-06 23:56:17.6769 | System | Result saved to Result\Result_20260206_235617_6395.json
2026-02-06 23:56:26.9331 | System | Result saved to Export_20260206_235617_9615.json
2026-02-06 23:56:27.0218 | System | Choose an option:
2026-02-06 23:56:27.0222 | System | 1 - Evaluate Agents
2026-02-06 23:56:27.0231 | System | 2 - Evaluate Multi Agents
2026-02-06 23:56:27.0232 | System | 3 - Exit
2026-02-06 23:56:27.0233 | System | Enter choice (1/2/3): 2026-02-06 23:56:28.5423 | System | Exiting...
