2026-02-06 23:23:12.8410 | System | Loading configuration...
2026-02-06 23:23:13.0560 | System | Configuration loaded successfully.
2026-02-06 23:23:13.0564 | System | Retrieving configuration model...
2026-02-06 23:23:13.1194 | System | Configuration model retrieved successfully.
2026-02-06 23:23:13.1198 | System | Setting up DefaultAzureCredential...
2026-02-06 23:23:13.3435 | System | DefaultAzureCredential setup completed.
2026-02-06 23:23:13.3439 | System | Configuring SecretClient...
2026-02-06 23:23:13.3522 | System | Secret Client configured successfully.
2026-02-06 23:23:13.3560 | System | Initializing Persistent Agents Client...
2026-02-06 23:23:13.3663 | System | Persistent Agents Client initialized successfully.
2026-02-06 23:23:13.3668 | System | Choose an option:
2026-02-06 23:23:13.3670 | System | 1 - Evaluate Agents
2026-02-06 23:23:13.3671 | System | 2 - Evaluate Multi Agents
2026-02-06 23:23:13.3674 | System | 3 - Exit
2026-02-06 23:23:13.3677 | System | Enter choice (1/2/3): 2026-02-06 23:23:16.6011 | System | Evaluating Plan Multi Agent
2026-02-06 23:23:16.6322 | Test | Evaluating An orchestrator agent with digital twin agent, guideline agent and plan agent. using Tests\Multi-Agent\ma-ga-test-a-4.json.
2026-02-06 23:23:16.7553 | Test | Loaded 7 prompts from JSON file.
2026-02-06 23:23:16.7562 | Test | Creating Sub Persistent Agent: DigitalTwinAgent...
2026-02-06 23:23:16.7564 | Test | Retrieving secret from Key Vault...
2026-02-06 23:23:20.2891 | Test | Creating ClientSecretCredential...
2026-02-06 23:23:20.2931 | Test | Validating scope...
2026-02-06 23:23:20.2933 | Test | Requesting access token...
2026-02-06 23:23:20.7664 | Test | Defining MCP Tool...
2026-02-06 23:23:20.7857 | Test | Creating Sub Persistent Agent...
2026-02-06 23:23:28.8253 | Test | Sub Persistent Agent Id: asst_pwCRm7pT0ARs83MXhavWKuC8 Name: DigitalTwinAgent Model: gpt-4o
2026-02-06 23:23:28.8257 | Test | Defining Handle Digital Twin realted tasks using their digital twin id.
2026-02-06 23:23:28.8266 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 23:23:28.8267 | Test | Configuring MCP Tool Resource...
2026-02-06 23:23:28.8276 | Test | Creating Sub Persistent Agent: GuidelineAgent...
2026-02-06 23:23:28.8277 | Test | Retrieving secret from Key Vault...
2026-02-06 23:23:28.8908 | Test | Creating ClientSecretCredential...
2026-02-06 23:23:28.8918 | Test | Validating scope...
2026-02-06 23:23:28.8954 | Test | Requesting access token...
2026-02-06 23:23:29.0069 | Test | Defining MCP Tool...
2026-02-06 23:23:29.0079 | Test | Creating Sub Persistent Agent...
2026-02-06 23:23:29.2548 | Test | Sub Persistent Agent Id: asst_NOxhCKFPzv7JNEsHux4gshIK Name: GuidelineAgent Model: gpt-4o
2026-02-06 23:23:29.2589 | Test | Defining Provide guidelines and best practices.
2026-02-06 23:23:29.2590 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 23:23:29.2591 | Test | Configuring MCP Tool Resource...
2026-02-06 23:23:29.2591 | Test | Creating Sub Persistent Agent: PlanAgent...
2026-02-06 23:23:29.2591 | Test | Retrieving secret from Key Vault...
2026-02-06 23:23:29.3130 | Test | Creating ClientSecretCredential...
2026-02-06 23:23:29.3148 | Test | Validating scope...
2026-02-06 23:23:29.3149 | Test | Requesting access token...
2026-02-06 23:23:29.4296 | Test | Defining MCP Tool...
2026-02-06 23:23:29.4404 | Test | Creating Sub Persistent Agent...
2026-02-06 23:23:29.6734 | Test | Sub Persistent Agent Id: asst_PvTbleULJb63YchNphWuyXKI Name: PlanAgent Model: gpt-4o
2026-02-06 23:23:29.6743 | Test | Defining Create action plans based on the context provided.
2026-02-06 23:23:29.6744 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 23:23:29.6744 | Test | Configuring MCP Tool Resource...
2026-02-06 23:23:29.6745 | Test | Creating Main Persistent Agent...
2026-02-06 23:23:29.8628 | Test | Main Persistent Agent Id: asst_c6GBPVgHDvTmY8NgMPGrDeBa Name: MainAgent Model: gpt-4o
2026-02-06 23:23:29.8638 | Test | Creating Persistent Agent Thread...
2026-02-06 23:23:30.0606 | Test | Persistent Agent Thread Id: thread_e9keMLew36NoLQxV43YNkE5I
2026-02-06 23:23:30.0643 | Test | An orchestrator agent with digital twin agent, guideline agent and plan agent. chat started. Type 'exit' to quit.
2026-02-06 23:23:30:0646 | Test | get all agents available for this agent
2026-02-06 23:23:30.0650 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:23:30.3166 | Agent | Creating thread run...
2026-02-06 23:23:31.1584 | Agent | Thread run created with Id: run_gJwHYjMV8FgK0uEFyWbbfi5F. Monitoring run status...
2026-02-06 23:23:32.4583 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:23:31 +00:00
2026-02-06 23:23:32.6580 | Agent | No annotations
2026-02-06 23:23:33.0744 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:23:31 +00:00
2026-02-06 23:23:33.2552 | Agent | No annotations
2026-02-06 23:23:33.2608 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:23:33.4735 | Agent | Here are the agents available for this orchestration agent:

1. **DigitalTwinAgent**: This agent handles tasks related to digital twins, such as querying and managing digital twin data.

2. **GuidelineAgent**: This agent provides guidelines and best practices for various tasks and processes.

3. **PlanAgent**: This agent creates action plans based on the context provided, helping to organize and execute tasks efficiently.
2026-02-06 23:23:33:4743 | Test | get all mcp tools available for this agent
2026-02-06 23:23:33.4745 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:23:33.6676 | Agent | Creating thread run...
2026-02-06 23:23:34.1392 | Agent | Thread run created with Id: run_XSJCf1NmuwJhP8rlSyZYjEE2. Monitoring run status...
2026-02-06 23:23:35.0082 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:23:34 +00:00
2026-02-06 23:23:35.6347 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:23:34 +00:00
2026-02-06 23:23:35.8454 | Agent | No annotations
2026-02-06 23:23:36.2726 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:23:34 +00:00
2026-02-06 23:23:36.4529 | Agent | No annotations
2026-02-06 23:23:36.4608 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:23:36.6805 | Agent | Here are the MCP (Multi-Cloud Platform) tools available for this orchestration agent:

1. **DigitalTwinAgent**: Used for handling tasks related to digital twins, including querying and managing digital twin data.

2. **GuidelineAgent**: Provides guidelines and best practices for various tasks and processes.

3. **PlanAgent**: Creates action plans based on the context provided, assisting in organizing and executing tasks efficiently.
2026-02-06 23:23:36:6815 | Test | get all mcp tools available for guideline agent
2026-02-06 23:23:36.6816 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:23:36.9072 | Agent | Creating thread run...
2026-02-06 23:23:37.3667 | Agent | Thread run created with Id: run_NoVAud16FNzMlFo8Rmzx6VWN. Monitoring run status...
2026-02-06 23:23:38.5822 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:23:38 +00:00
2026-02-06 23:23:38.7638 | Agent | No annotations
2026-02-06 23:23:39.1889 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:23:38 +00:00
2026-02-06 23:23:39.3605 | Agent | No annotations
2026-02-06 23:23:39.3663 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:23:39.5473 | Agent | The GuidelineAgent itself is a tool within the MCP (Multi-Cloud Platform) framework. It is specifically designed to provide guidelines and best practices. There are no additional MCP tools available specifically for the GuidelineAgent, as it serves its purpose within its defined scope.
2026-02-06 23:23:39:5496 | Test | 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 23:23:39.5499 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:23:39.7510 | Agent | Creating thread run...
2026-02-06 23:23:40.1757 | Agent | Thread run created with Id: run_5kFJ8t08X4XLxpMpK7OpBBYH. Monitoring run status...
2026-02-06 23:23:41.0110 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:41.5000 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:41.9219 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:42.5004 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:42.9318 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:43.3420 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:43.7478 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:44.1641 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:44.5796 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:45.0205 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:45.4196 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:45.8407 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:46.2829 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:46.6812 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:47.1479 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:47.5625 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:47.9787 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:48.4004 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:48.8033 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:49.1843 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:49.6368 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:50.0612 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:50.6093 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:51.0272 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:51.5851 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:51.9985 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:52.4041 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:52.4069 | Agent | Run Step Tool Call - Key:call_fLOe3rdWrANm7m028qpWJMiw
2026-02-06 23:23:52.8609 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:52.8637 | Agent | Run Step Tool Call - Key:call_fLOe3rdWrANm7m028qpWJMiw
2026-02-06 23:23:53.3631 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:53.3650 | Agent | Run Step Tool Call - Key:call_fLOe3rdWrANm7m028qpWJMiw
2026-02-06 23:23:53.7944 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:23:40 +00:00
2026-02-06 23:23:53.7994 | Agent | Run Step Tool Call - Key:call_fLOe3rdWrANm7m028qpWJMiw
2026-02-06 23:23:53.7994 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:23:53.9903 | Agent | The new guideline "G4: All hardware and software components shall be installed, configured, and commissioned according to manufacturer documentation and applicable safety standards." has been successfully created with the ID `33d15b80-4602-4d09-8c86-1aa99e7f0627`.
2026-02-06 23:23:53:9931 | Test | search for the g4 guideline.
2026-02-06 23:23:53.9932 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:23:54.1927 | Agent | Creating thread run...
2026-02-06 23:23:54.6320 | Agent | Thread run created with Id: run_K3S5fBpsyDDtWb5vhFL90LYH. Monitoring run status...
2026-02-06 23:23:55.8817 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:55 +00:00
2026-02-06 23:23:56.3193 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:55 +00:00
2026-02-06 23:23:56.7485 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:55 +00:00
2026-02-06 23:23:57.1606 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:55 +00:00
2026-02-06 23:23:57.6048 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:55 +00:00
2026-02-06 23:23:57.9906 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:55 +00:00
2026-02-06 23:23:58.3967 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:55 +00:00
2026-02-06 23:23:58.8315 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:55 +00:00
2026-02-06 23:23:59.3740 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:55 +00:00
2026-02-06 23:23:59.8103 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:55 +00:00
2026-02-06 23:24:00.2343 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:55 +00:00
2026-02-06 23:24:00.6208 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:55 +00:00
2026-02-06 23:24:01.0227 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:55 +00:00
2026-02-06 23:24:01.4387 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:55 +00:00
2026-02-06 23:24:01.8500 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:23:55 +00:00
2026-02-06 23:24:01.8596 | Agent | Run Step Tool Call - Key:call_TVPoBh4Vq6kVjWRDXpVcMi5d
2026-02-06 23:24:02.2927 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:23:55 +00:00
2026-02-06 23:24:02.3062 | Agent | Run Step Tool Call - Key:call_TVPoBh4Vq6kVjWRDXpVcMi5d
2026-02-06 23:24:02.7236 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:23:55 +00:00
2026-02-06 23:24:02.7271 | Agent | Run Step Tool Call - Key:call_TVPoBh4Vq6kVjWRDXpVcMi5d
2026-02-06 23:24:02.7280 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:24:02.9186 | Agent | The guideline "G4: All hardware and software components shall be installed, configured, and commissioned according to manufacturer documentation and applicable safety standards." has been found with the ID `33d15b80-4602-4d09-8c86-1aa99e7f0627`.
2026-02-06 23:24:02:9223 | Test | get the g4 guideline.
2026-02-06 23:24:02.9251 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:24:03.1478 | Agent | Creating thread run...
2026-02-06 23:24:03.5865 | Agent | Thread run created with Id: run_CXLMHXDTvt5jGc4v0v1L1o0f. Monitoring run status...
2026-02-06 23:24:04.3862 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:04.8661 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:05.2472 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:05.6665 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:06.0792 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:06.4811 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:06.9009 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:07.3438 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:07.7535 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:08.1674 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:08.6248 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:09.0168 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:09.4109 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:09.8225 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:10.2199 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:10.6257 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:11.0293 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:11.4578 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:12.0738 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:12.4970 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:12.9127 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:13.3534 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:13.7845 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:14.2357 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:14.6639 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:15.1169 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:15.5201 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:15.5233 | Agent | Run Step Tool Call - Key:call_jmrkzCuuW3CiuSUClq7HoGeW
2026-02-06 23:24:15.9875 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:15.9894 | Agent | Run Step Tool Call - Key:call_jmrkzCuuW3CiuSUClq7HoGeW
2026-02-06 23:24:16.4390 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:16.4511 | Agent | Run Step Tool Call - Key:call_jmrkzCuuW3CiuSUClq7HoGeW
2026-02-06 23:24:16.8705 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:24:04 +00:00
2026-02-06 23:24:16.8822 | Agent | Run Step Tool Call - Key:call_jmrkzCuuW3CiuSUClq7HoGeW
2026-02-06 23:24:16.8859 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:24:17.3105 | Agent | Here are the details for the guideline "G4":

- **ID**: 33d15b80-4602-4d09-8c86-1aa99e7f0627
- **Code**: G4
- **Text**: All hardware and software components shall be installed, configured, and commissioned according to manufacturer documentation and applicable safety standards.
- **Creation Time**: 2026-02-06T23:23:48.3887589Z
- **Last Update Time**: 2026-02-06T23:23:48.3887592Z
2026-02-06 23:24:17:3161 | Test | exit
2026-02-06 23:24:17.3162 | Agent | Exiting An orchestrator agent with digital twin agent, guideline agent and plan agent. chat...
2026-02-06 23:24:17.3162 | Agent | Deleting Sub Persistent Agent: DigitalTwinAgent...
2026-02-06 23:24:17.5298 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 23:24:17.5303 | Agent | Deleting Sub Persistent Agent: GuidelineAgent...
2026-02-06 23:24:17.7113 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 23:24:17.7124 | Agent | Deleting Sub Persistent Agent: PlanAgent...
2026-02-06 23:24:17.9009 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 23:24:18.1011 | Agent | Main Persistent agent deleted. Goodbye!
2026-02-06 23:24:18.3392 | Test | Finished An orchestrator agent with digital twin agent, guideline agent and plan agent. Multi-Agent Evaluation.
2026-02-06 23:24:18.3462 | System | Preparing to save evaluation results...
2026-02-06 23:24:18.3595 | System | Creating result folder: Result
2026-02-06 23:24:18.3780 | System | Result folder created at 24/01/2026 23:31:22.
2026-02-06 23:24:18.3819 | System | Serializing evaluation results to JSON...
2026-02-06 23:24:18.4161 | System | Writing results to file: Result\Result_20260206_232418_3595.json
2026-02-06 23:24:18.4197 | System | Result saved to Result\Result_20260206_232418_3595.json
2026-02-06 23:24:25.7021 | System | Result saved to Export_20260206_232418_6886.json
2026-02-06 23:24:25.7765 | System | Choose an option:
2026-02-06 23:24:25.7767 | System | 1 - Evaluate Agents
2026-02-06 23:24:25.7768 | System | 2 - Evaluate Multi Agents
2026-02-06 23:24:25.7772 | System | 3 - Exit
2026-02-06 23:24:25.7773 | System | Enter choice (1/2/3): 2026-02-06 23:24:39.9223 | System | Exiting...
