2026-02-06 23:38:10.1871 | System | Loading configuration...
2026-02-06 23:38:10.4395 | System | Configuration loaded successfully.
2026-02-06 23:38:10.4402 | System | Retrieving configuration model...
2026-02-06 23:38:10.5259 | System | Configuration model retrieved successfully.
2026-02-06 23:38:10.5276 | System | Setting up DefaultAzureCredential...
2026-02-06 23:38:10.7289 | System | DefaultAzureCredential setup completed.
2026-02-06 23:38:10.7294 | System | Configuring SecretClient...
2026-02-06 23:38:10.7355 | System | Secret Client configured successfully.
2026-02-06 23:38:10.7365 | System | Initializing Persistent Agents Client...
2026-02-06 23:38:10.7432 | System | Persistent Agents Client initialized successfully.
2026-02-06 23:38:10.7436 | System | Choose an option:
2026-02-06 23:38:10.7439 | System | 1 - Evaluate Agents
2026-02-06 23:38:10.7441 | System | 2 - Evaluate Multi Agents
2026-02-06 23:38:10.7443 | System | 3 - Exit
2026-02-06 23:38:10.7445 | System | Enter choice (1/2/3): 2026-02-06 23:38:17.4696 | System | Evaluating Plan Multi Agent
2026-02-06 23:38:17.4932 | Test | Evaluating An orchestrator agent with digital twin agent, guideline agent and plan agent. using Tests\Multi-Agent\ma-ga-test-a-9.json.
2026-02-06 23:38:17.5818 | Test | Loaded 12 prompts from JSON file.
2026-02-06 23:38:17.5824 | Test | Creating Sub Persistent Agent: DigitalTwinAgent...
2026-02-06 23:38:17.5825 | Test | Retrieving secret from Key Vault...
2026-02-06 23:38:19.0819 | Test | Creating ClientSecretCredential...
2026-02-06 23:38:19.0830 | Test | Validating scope...
2026-02-06 23:38:19.0843 | Test | Requesting access token...
2026-02-06 23:38:19.4871 | Test | Defining MCP Tool...
2026-02-06 23:38:19.4900 | Test | Creating Sub Persistent Agent...
2026-02-06 23:38:28.1453 | Test | Sub Persistent Agent Id: asst_M8NlNbuzsYxmhHMDYB2iRW0S Name: DigitalTwinAgent Model: gpt-4o
2026-02-06 23:38:28.1465 | Test | Defining Handle Digital Twin realted tasks using their digital twin id.
2026-02-06 23:38:28.1467 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 23:38:28.1470 | Test | Configuring MCP Tool Resource...
2026-02-06 23:38:28.1475 | Test | Creating Sub Persistent Agent: GuidelineAgent...
2026-02-06 23:38:28.1476 | Test | Retrieving secret from Key Vault...
2026-02-06 23:38:28.2096 | Test | Creating ClientSecretCredential...
2026-02-06 23:38:28.2098 | Test | Validating scope...
2026-02-06 23:38:28.2099 | Test | Requesting access token...
2026-02-06 23:38:28.3300 | Test | Defining MCP Tool...
2026-02-06 23:38:28.3311 | Test | Creating Sub Persistent Agent...
2026-02-06 23:38:28.5478 | Test | Sub Persistent Agent Id: asst_m9r0CWsISZLR1Df8FRcrAsQG Name: GuidelineAgent Model: gpt-4o
2026-02-06 23:38:28.5487 | Test | Defining Provide guidelines and best practices.
2026-02-06 23:38:28.5495 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 23:38:28.5544 | Test | Configuring MCP Tool Resource...
2026-02-06 23:38:28.5588 | Test | Creating Sub Persistent Agent: PlanAgent...
2026-02-06 23:38:28.5599 | Test | Retrieving secret from Key Vault...
2026-02-06 23:38:28.6142 | Test | Creating ClientSecretCredential...
2026-02-06 23:38:28.6144 | Test | Validating scope...
2026-02-06 23:38:28.6149 | Test | Requesting access token...
2026-02-06 23:38:28.7193 | Test | Defining MCP Tool...
2026-02-06 23:38:28.7202 | Test | Creating Sub Persistent Agent...
2026-02-06 23:38:28.9735 | Test | Sub Persistent Agent Id: asst_u3pYfvVFGUgG9M2EVsFUCYuV Name: PlanAgent Model: gpt-4o
2026-02-06 23:38:29.0251 | Test | Defining Create action plans based on the context provided.
2026-02-06 23:38:29.0344 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 23:38:29.0430 | Test | Configuring MCP Tool Resource...
2026-02-06 23:38:29.0660 | Test | Creating Main Persistent Agent...
2026-02-06 23:38:29.3079 | Test | Main Persistent Agent Id: asst_MuG1zkMkqQzJjyexFQKaumBl Name: MainAgent Model: gpt-4o
2026-02-06 23:38:29.3086 | Test | Creating Persistent Agent Thread...
2026-02-06 23:38:29.5014 | Test | Persistent Agent Thread Id: thread_MMKOmUsqk1PSEmTcp8VBu9cz
2026-02-06 23:38:29.5017 | Test | An orchestrator agent with digital twin agent, guideline agent and plan agent. chat started. Type 'exit' to quit.
2026-02-06 23:38:29:5018 | Test | get all agents available for this agent
2026-02-06 23:38:29.5019 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:38:29.7322 | Agent | Creating thread run...
2026-02-06 23:38:30.5536 | Agent | Thread run created with Id: run_uWIlFWq1cC2Vy9nNT8JZeTT6. Monitoring run status...
2026-02-06 23:38:31.4659 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:38:30 +00:00
2026-02-06 23:38:31.7041 | Agent | No annotations
2026-02-06 23:38:32.1467 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:38:30 +00:00
2026-02-06 23:38:32.3527 | Agent | No annotations
2026-02-06 23:38:32.3541 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:38:32.5743 | 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 23:38:32:5752 | Test | get all mcp tools available for this agent
2026-02-06 23:38:32.5752 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:38:32.7694 | Agent | Creating thread run...
2026-02-06 23:38:33.1899 | Agent | Thread run created with Id: run_vLuwUqBjIGqhsHefGbWYqfxK. Monitoring run status...
2026-02-06 23:38:33.9940 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:38:33 +00:00
2026-02-06 23:38:34.2220 | Agent | No annotations
2026-02-06 23:38:34.7046 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:38:33 +00:00
2026-02-06 23:38:34.9197 | Agent | No annotations
2026-02-06 23:38:34.9237 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:38:35.1504 | Agent | Here are the available MCP (Multi-Channel Platform) tools for this orchestration agent:

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 23:38:35:1512 | Test | get all mcp tools available for guideline agent
2026-02-06 23:38:35.1514 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:38:35.3747 | Agent | Creating thread run...
2026-02-06 23:38:36.0175 | Agent | Thread run created with Id: run_fPfYqZGB8EaNTb3YfBKZiPwe. Monitoring run status...
2026-02-06 23:38:36.8420 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:38:36 +00:00
2026-02-06 23:38:37.4648 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:38:36 +00:00
2026-02-06 23:38:37.6535 | Agent | No annotations
2026-02-06 23:38:37.6583 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:38:37.8990 | 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 23:38:37:9035 | Test | search for the g1 guideline.
2026-02-06 23:38:37.9056 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:38:38.1344 | Agent | Creating thread run...
2026-02-06 23:38:38.6188 | Agent | Thread run created with Id: run_agO8uF0Ca6NW9zMRV3fQ6Ak0. Monitoring run status...
2026-02-06 23:38:39.9047 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:39 +00:00
2026-02-06 23:38:40.3254 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:39 +00:00
2026-02-06 23:38:40.8972 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:39 +00:00
2026-02-06 23:38:41.3403 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:39 +00:00
2026-02-06 23:38:41.7828 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:39 +00:00
2026-02-06 23:38:42.2499 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:39 +00:00
2026-02-06 23:38:42.6883 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:39 +00:00
2026-02-06 23:38:43.0910 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:39 +00:00
2026-02-06 23:38:43.5541 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:39 +00:00
2026-02-06 23:38:43.9771 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:39 +00:00
2026-02-06 23:38:44.3818 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:39 +00:00
2026-02-06 23:38:44.7973 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:39 +00:00
2026-02-06 23:38:45.2730 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:39 +00:00
2026-02-06 23:38:45.7216 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:38:39 +00:00
2026-02-06 23:38:45.7219 | Agent | Run Step Tool Call - Key:call_IIMnRFNPsaJEkeV7hoOZ2JOa
2026-02-06 23:38:46.2004 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:38:39 +00:00
2026-02-06 23:38:46.2006 | Agent | Run Step Tool Call - Key:call_IIMnRFNPsaJEkeV7hoOZ2JOa
2026-02-06 23:38:46.6635 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:38:39 +00:00
2026-02-06 23:38:46.6638 | Agent | Run Step Tool Call - Key:call_IIMnRFNPsaJEkeV7hoOZ2JOa
2026-02-06 23:38:46.6639 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:38:46.8537 | Agent | The guideline with code "G1" states:

- **Text**: The universal robot cobot, Robotiq gripper, sensors, and GOM scanner which is Zeiss Inspect shall be used within manufacturer-specified limits.
- **Created**: February 6, 2026
- **Updated**: February 6, 2026

If you need more information or further assistance regarding this guideline, please let me know!
2026-02-06 23:38:46:8540 | Test | search for the g2 guideline.
2026-02-06 23:38:46.8540 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:38:47.0794 | Agent | Creating thread run...
2026-02-06 23:38:47.5590 | Agent | Thread run created with Id: run_JUhRycBqGbD2sV1suXiKAkwW. Monitoring run status...
2026-02-06 23:38:48.6473 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:48 +00:00
2026-02-06 23:38:49.1903 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:48 +00:00
2026-02-06 23:38:49.6328 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:48 +00:00
2026-02-06 23:38:50.0572 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:48 +00:00
2026-02-06 23:38:50.4861 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:48 +00:00
2026-02-06 23:38:50.9177 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:48 +00:00
2026-02-06 23:38:51.3899 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:48 +00:00
2026-02-06 23:38:51.8253 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:48 +00:00
2026-02-06 23:38:52.2938 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:48 +00:00
2026-02-06 23:38:52.7025 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:48 +00:00
2026-02-06 23:38:53.1296 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:48 +00:00
2026-02-06 23:38:53.5564 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:48 +00:00
2026-02-06 23:38:54.0116 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:48 +00:00
2026-02-06 23:38:54.4637 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:48 +00:00
2026-02-06 23:38:54.8945 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:38:48 +00:00
2026-02-06 23:38:54.8949 | Agent | Run Step Tool Call - Key:call_t1dDVGcTrbuAlJIzFrsDVZgy
2026-02-06 23:38:55.3405 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:38:48 +00:00
2026-02-06 23:38:55.3415 | Agent | Run Step Tool Call - Key:call_t1dDVGcTrbuAlJIzFrsDVZgy
2026-02-06 23:38:55.3416 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:38:55.5748 | Agent | The guideline with code "G2" states:

- **Text**: Training records shall be retained and reviewed periodically to ensure continued competency of operators and maintenance staff.
- **Created**: February 6, 2026
- **Updated**: February 6, 2026

If you need more information or further assistance regarding this guideline, please let me know!
2026-02-06 23:38:55:5886 | Test | search for the g3 guideline.
2026-02-06 23:38:55.5893 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:38:55.8270 | Agent | Creating thread run...
2026-02-06 23:38:56.3246 | Agent | Thread run created with Id: run_Vw6Z0YDBvDigpnuwijI0mB1J. Monitoring run status...
2026-02-06 23:38:57.5913 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:57 +00:00
2026-02-06 23:38:58.0353 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:57 +00:00
2026-02-06 23:38:58.4957 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:57 +00:00
2026-02-06 23:38:58.9241 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:57 +00:00
2026-02-06 23:38:59.3749 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:57 +00:00
2026-02-06 23:38:59.7918 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:57 +00:00
2026-02-06 23:39:00.2394 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:57 +00:00
2026-02-06 23:39:00.7965 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:57 +00:00
2026-02-06 23:39:01.2123 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:57 +00:00
2026-02-06 23:39:01.6423 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:57 +00:00
2026-02-06 23:39:02.1357 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:57 +00:00
2026-02-06 23:39:02.5543 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:57 +00:00
2026-02-06 23:39:02.9936 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:38:57 +00:00
2026-02-06 23:39:03.4331 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:38:57 +00:00
2026-02-06 23:39:03.4337 | Agent | Run Step Tool Call - Key:call_fEuUqMXx0LQ5gxxKvFct3Cyv
2026-02-06 23:39:03.8984 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:38:57 +00:00
2026-02-06 23:39:03.8985 | Agent | Run Step Tool Call - Key:call_fEuUqMXx0LQ5gxxKvFct3Cyv
2026-02-06 23:39:04.2965 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:38:57 +00:00
2026-02-06 23:39:04.2966 | Agent | Run Step Tool Call - Key:call_fEuUqMXx0LQ5gxxKvFct3Cyv
2026-02-06 23:39:04.7209 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:38:57 +00:00
2026-02-06 23:39:04.7210 | Agent | Run Step Tool Call - Key:call_fEuUqMXx0LQ5gxxKvFct3Cyv
2026-02-06 23:39:04.7210 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:39:04.9099 | Agent | There are two guidelines with the code "G3":

1. **Guideline 1**:
   - **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.
   - **Created**: February 6, 2026
   - **Updated**: February 6, 2026

2. **Guideline 2**:
   - **Text**: This integrated robotic inspection system shall be treated as a single machine, and a documented system-level risk assessment shall be completed, reviewed, and approved prior to initial operation or modification.
   - **Created**: February 6, 2026
   - **Updated**: February 6, 2026

If you need more information or further assistance regarding these guidelines, please let me know!
2026-02-06 23:39:04:9123 | Test | search for the g4 guideline.
2026-02-06 23:39:04.9124 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:39:05.1499 | Agent | Creating thread run...
2026-02-06 23:39:05.5956 | Agent | Thread run created with Id: run_CqrBKVkjuwWYURAwQezp4lxc. Monitoring run status...
2026-02-06 23:39:06.8037 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:06 +00:00
2026-02-06 23:39:07.2283 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:06 +00:00
2026-02-06 23:39:07.6395 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:06 +00:00
2026-02-06 23:39:08.0798 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:06 +00:00
2026-02-06 23:39:08.4714 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:06 +00:00
2026-02-06 23:39:09.0103 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:06 +00:00
2026-02-06 23:39:09.4573 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:06 +00:00
2026-02-06 23:39:09.8627 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:06 +00:00
2026-02-06 23:39:10.2882 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:06 +00:00
2026-02-06 23:39:10.7071 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:06 +00:00
2026-02-06 23:39:11.1247 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:06 +00:00
2026-02-06 23:39:11.6252 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:06 +00:00
2026-02-06 23:39:12.1674 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:06 +00:00
2026-02-06 23:39:12.6028 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:39:06 +00:00
2026-02-06 23:39:12.6038 | Agent | Run Step Tool Call - Key:call_qWrTZayM1wI6XXiV1HQsY8o2
2026-02-06 23:39:13.0346 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:39:06 +00:00
2026-02-06 23:39:13.0348 | Agent | Run Step Tool Call - Key:call_qWrTZayM1wI6XXiV1HQsY8o2
2026-02-06 23:39:13.4707 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:39:06 +00:00
2026-02-06 23:39:13.4709 | Agent | Run Step Tool Call - Key:call_qWrTZayM1wI6XXiV1HQsY8o2
2026-02-06 23:39:13.4710 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:39:13.6600 | Agent | The guideline with code "G4" states:

- **Text**: All hardware and software components shall be installed, configured, and commissioned according to manufacturer documentation and applicable safety standards.
- **Created**: February 6, 2026
- **Updated**: February 6, 2026

If you need more information or further assistance regarding this guideline, please let me know!
2026-02-06 23:39:13:6617 | Test | search for the g5 guideline.
2026-02-06 23:39:13.6617 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:39:13.8857 | Agent | Creating thread run...
2026-02-06 23:39:14.4181 | Agent | Thread run created with Id: run_GDNatCvYDYEfdPhwLwQ7gnYF. Monitoring run status...
2026-02-06 23:39:15.2773 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:15.7312 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:16.1746 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:16.6579 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:17.1189 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:17.5939 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:18.0519 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:18.4836 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:18.9091 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:19.3128 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:19.7509 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:20.1501 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:20.5759 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:20.9950 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:21.4152 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:21.8713 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:22.3315 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:22.7574 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:23.2071 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:23.6836 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:24.1555 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:24.5578 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:24.9848 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:25.4435 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:25.8566 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:26.3019 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:26.7601 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:26.7629 | Agent | Run Step Tool Call - Key:call_rbbJ9y2lf2ZOfBnEyAkeaxYQ
2026-02-06 23:39:27.2358 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:27.2516 | Agent | Run Step Tool Call - Key:call_rbbJ9y2lf2ZOfBnEyAkeaxYQ
2026-02-06 23:39:27.6740 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:39:14 +00:00
2026-02-06 23:39:27.6742 | Agent | Run Step Tool Call - Key:call_rbbJ9y2lf2ZOfBnEyAkeaxYQ
2026-02-06 23:39:27.6742 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:39:27.8670 | Agent | The guideline with code "G5" states:

- **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.
- **Created**: February 6, 2026
- **Updated**: February 6, 2026

If you need more information or further assistance regarding this guideline, please let me know!
2026-02-06 23:39:27:8708 | Test | search for the g6 guideline.
2026-02-06 23:39:27.8708 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:39:28.0709 | Agent | Creating thread run...
2026-02-06 23:39:28.5222 | Agent | Thread run created with Id: run_SVy7VVJvg38QHdbo0UFoiCPN. Monitoring run status...
2026-02-06 23:39:29.3118 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:29 +00:00
2026-02-06 23:39:29.7415 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:29 +00:00
2026-02-06 23:39:30.1553 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:29 +00:00
2026-02-06 23:39:30.5892 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:29 +00:00
2026-02-06 23:39:31.0139 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:29 +00:00
2026-02-06 23:39:31.5396 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:29 +00:00
2026-02-06 23:39:31.9555 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:29 +00:00
2026-02-06 23:39:32.3321 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:29 +00:00
2026-02-06 23:39:32.7288 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:29 +00:00
2026-02-06 23:39:33.1494 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:29 +00:00
2026-02-06 23:39:33.5951 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:29 +00:00
2026-02-06 23:39:34.0163 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:29 +00:00
2026-02-06 23:39:34.4285 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:29 +00:00
2026-02-06 23:39:34.8568 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:29 +00:00
2026-02-06 23:39:35.2523 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:29 +00:00
2026-02-06 23:39:36.0248 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:39:29 +00:00
2026-02-06 23:39:36.0250 | Agent | Run Step Tool Call - Key:call_octiR7wwQk47FYUf5KZyn0qQ
2026-02-06 23:39:36.4345 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:39:29 +00:00
2026-02-06 23:39:36.4346 | Agent | Run Step Tool Call - Key:call_octiR7wwQk47FYUf5KZyn0qQ
2026-02-06 23:39:36.8712 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:39:29 +00:00
2026-02-06 23:39:36.8714 | Agent | Run Step Tool Call - Key:call_octiR7wwQk47FYUf5KZyn0qQ
2026-02-06 23:39:36.8714 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:39:37.0643 | Agent | The guideline with code "G6" states:

- **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.
- **Created**: February 6, 2026
- **Updated**: February 6, 2026

If you need more information or further assistance regarding this guideline, please let me know!
2026-02-06 23:39:37:0656 | Test | search for the g7 guideline.
2026-02-06 23:39:37.0656 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:39:37.2738 | Agent | Creating thread run...
2026-02-06 23:39:37.7470 | Agent | Thread run created with Id: run_bBvve2XI4bDfd3Sox8BCG1OD. Monitoring run status...
2026-02-06 23:39:38.5821 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:38 +00:00
2026-02-06 23:39:39.1361 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:38 +00:00
2026-02-06 23:39:39.5804 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:38 +00:00
2026-02-06 23:39:39.9779 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:38 +00:00
2026-02-06 23:39:40.4108 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:38 +00:00
2026-02-06 23:39:40.8228 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:38 +00:00
2026-02-06 23:39:41.2078 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:38 +00:00
2026-02-06 23:39:41.5963 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:38 +00:00
2026-02-06 23:39:41.9851 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:38 +00:00
2026-02-06 23:39:42.4077 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:38 +00:00
2026-02-06 23:39:42.8368 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:38 +00:00
2026-02-06 23:39:43.2438 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:38 +00:00
2026-02-06 23:39:43.6512 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:38 +00:00
2026-02-06 23:39:44.0793 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:38 +00:00
2026-02-06 23:39:44.4668 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:38 +00:00
2026-02-06 23:39:44.9120 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:39:38 +00:00
2026-02-06 23:39:44.9121 | Agent | Run Step Tool Call - Key:call_xaRZKLLjMYKzGKpzFdsazKLD
2026-02-06 23:39:45.3712 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:39:38 +00:00
2026-02-06 23:39:45.3771 | Agent | Run Step Tool Call - Key:call_xaRZKLLjMYKzGKpzFdsazKLD
2026-02-06 23:39:45.7856 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:39:38 +00:00
2026-02-06 23:39:45.8030 | Agent | Run Step Tool Call - Key:call_xaRZKLLjMYKzGKpzFdsazKLD
2026-02-06 23:39:45.8035 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:39:46.0140 | Agent | The guideline with code "G7" states:

- **Text**: Access to robot programs, safety parameters, and inspection software configurations shall be controlled through role-based permissions and versioned backups.
- **Created**: February 6, 2026
- **Updated**: February 6, 2026

If you need more information or further assistance regarding this guideline, please let me know!
2026-02-06 23:39:46:0142 | Test | search for the g8 guideline.
2026-02-06 23:39:46.0142 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:39:46.2388 | Agent | Creating thread run...
2026-02-06 23:39:46.7266 | Agent | Thread run created with Id: run_jcGeESGl76CqcDzBcEJlwA0b. Monitoring run status...
2026-02-06 23:39:48.0007 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:47 +00:00
2026-02-06 23:39:48.4252 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:47 +00:00
2026-02-06 23:39:48.8433 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:47 +00:00
2026-02-06 23:39:49.2599 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:47 +00:00
2026-02-06 23:39:49.6765 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:47 +00:00
2026-02-06 23:39:50.0690 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:47 +00:00
2026-02-06 23:39:50.4921 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:47 +00:00
2026-02-06 23:39:50.9094 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:47 +00:00
2026-02-06 23:39:51.3403 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:47 +00:00
2026-02-06 23:39:51.7468 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:47 +00:00
2026-02-06 23:39:52.1624 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:47 +00:00
2026-02-06 23:39:52.5738 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:47 +00:00
2026-02-06 23:39:53.0263 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:47 +00:00
2026-02-06 23:39:53.4795 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:47 +00:00
2026-02-06 23:39:53.9003 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:47 +00:00
2026-02-06 23:39:54.3220 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:47 +00:00
2026-02-06 23:39:54.3222 | Agent | Run Step Tool Call - Key:call_X2q8R6x6VcuClF8u39eebcmt
2026-02-06 23:39:54.7220 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:47 +00:00
2026-02-06 23:39:54.7221 | Agent | Run Step Tool Call - Key:call_X2q8R6x6VcuClF8u39eebcmt
2026-02-06 23:39:55.1209 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:47 +00:00
2026-02-06 23:39:55.1211 | Agent | Run Step Tool Call - Key:call_X2q8R6x6VcuClF8u39eebcmt
2026-02-06 23:39:55.5099 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:47 +00:00
2026-02-06 23:39:55.5102 | Agent | Run Step Tool Call - Key:call_X2q8R6x6VcuClF8u39eebcmt
2026-02-06 23:39:55.9034 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:47 +00:00
2026-02-06 23:39:55.9055 | Agent | Run Step Tool Call - Key:call_X2q8R6x6VcuClF8u39eebcmt
2026-02-06 23:39:56.2945 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:39:47 +00:00
2026-02-06 23:39:56.2972 | Agent | Run Step Tool Call - Key:call_X2q8R6x6VcuClF8u39eebcmt
2026-02-06 23:39:56.6706 | Agent | Submitting tool approvals...
2026-02-06 23:39:56.7340 | System | Run did not complete successfully, error: Your requests to gpt-4o for gpt-4o in UK South have exceeded the token rate limit for your current AIServices S0 pricing tier. This request was for Completions_Create under Azure OpenAI API version 2025-03-01-preview. Please retry after 1 second. To increase your default rate limit, visit: https://aka.ms/oai/quotaincrease.
2026-02-06 23:39:56.7427 | System | Token rate limit exceeded; Manual delay of 1 minute.
2026-02-06 23:40:56.7432 | Agent | Creating thread run...
2026-02-06 23:40:57.6209 | Agent | Thread run created with Id: run_3Qz9tIzX2gizrhve96gS2rCE. Monitoring run status...
2026-02-06 23:40:59.1162 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:40:58 +00:00
2026-02-06 23:40:59.6594 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:40:58 +00:00
2026-02-06 23:41:00.0778 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:40:58 +00:00
2026-02-06 23:41:00.5805 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:40:58 +00:00
2026-02-06 23:41:01.0323 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:40:58 +00:00
2026-02-06 23:41:01.4690 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:40:58 +00:00
2026-02-06 23:41:01.9054 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:40:58 +00:00
2026-02-06 23:41:02.3818 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:40:58 +00:00
2026-02-06 23:41:02.8081 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:40:58 +00:00
2026-02-06 23:41:03.2219 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:40:58 +00:00
2026-02-06 23:41:03.7676 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:40:58 +00:00
2026-02-06 23:41:04.1823 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:40:58 +00:00
2026-02-06 23:41:04.5985 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:40:58 +00:00
2026-02-06 23:41:05.0967 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:40:58 +00:00
2026-02-06 23:41:05.0970 | Agent | Run Step Tool Call - Key:call_iRo960fOguBXYhBJpnxECr0v
2026-02-06 23:41:05.5090 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:40:58 +00:00
2026-02-06 23:41:05.5091 | Agent | Run Step Tool Call - Key:call_iRo960fOguBXYhBJpnxECr0v
2026-02-06 23:41:05.9366 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:40:58 +00:00
2026-02-06 23:41:05.9369 | Agent | Run Step Tool Call - Key:call_iRo960fOguBXYhBJpnxECr0v
2026-02-06 23:41:05.9369 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:41:06.3708 | Agent | The guideline with code "G8" states:

- **Text**: All hazards identified in the system-level risk assessment shall have documented risk-reduction measures, verification evidence, and residual-risk communication to users. Warning labels, operating instructions, and training content shall reflect residual risks including pinch/crush zones, unexpected motion, sharp edges on parts, and laser/optical hazards if applicable.
- **Created**: February 6, 2026
- **Updated**: February 6, 2026

If you need more information or further assistance regarding this guideline, please let me know!
2026-02-06 23:41:06:3711 | Test | exit
2026-02-06 23:41:06.3714 | Agent | Exiting An orchestrator agent with digital twin agent, guideline agent and plan agent. chat...
2026-02-06 23:41:06.3715 | Agent | Deleting Sub Persistent Agent: DigitalTwinAgent...
2026-02-06 23:41:06.6914 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 23:41:06.6941 | Agent | Deleting Sub Persistent Agent: GuidelineAgent...
2026-02-06 23:41:06.9262 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 23:41:06.9271 | Agent | Deleting Sub Persistent Agent: PlanAgent...
2026-02-06 23:41:07.1199 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 23:41:07.3104 | Agent | Main Persistent agent deleted. Goodbye!
2026-02-06 23:41:07.5577 | Test | Finished An orchestrator agent with digital twin agent, guideline agent and plan agent. Multi-Agent Evaluation.
2026-02-06 23:41:07.5637 | System | Preparing to save evaluation results...
2026-02-06 23:41:07.5687 | System | Creating result folder: Result
2026-02-06 23:41:07.5739 | System | Result folder created at 24/01/2026 23:31:22.
2026-02-06 23:41:07.5744 | System | Serializing evaluation results to JSON...
2026-02-06 23:41:07.6033 | System | Writing results to file: Result\Result_20260206_234107_5687.json
2026-02-06 23:41:07.6097 | System | Result saved to Result\Result_20260206_234107_5687.json
2026-02-06 23:41:17.1948 | System | Result saved to Export_20260206_234107_9244.json
2026-02-06 23:41:17.3320 | System | Choose an option:
2026-02-06 23:41:17.3321 | System | 1 - Evaluate Agents
2026-02-06 23:41:17.3322 | System | 2 - Evaluate Multi Agents
2026-02-06 23:41:17.3322 | System | 3 - Exit
2026-02-06 23:41:17.3322 | System | Enter choice (1/2/3): 2026-02-06 23:41:23.5662 | System | Exiting...
