2026-02-06 23:35:27.7724 | System | Loading configuration...
2026-02-06 23:35:27.9870 | System | Configuration loaded successfully.
2026-02-06 23:35:27.9886 | System | Retrieving configuration model...
2026-02-06 23:35:28.0493 | System | Configuration model retrieved successfully.
2026-02-06 23:35:28.0496 | System | Setting up DefaultAzureCredential...
2026-02-06 23:35:28.2077 | System | DefaultAzureCredential setup completed.
2026-02-06 23:35:28.2080 | System | Configuring SecretClient...
2026-02-06 23:35:28.2135 | System | Secret Client configured successfully.
2026-02-06 23:35:28.2171 | System | Initializing Persistent Agents Client...
2026-02-06 23:35:28.2230 | System | Persistent Agents Client initialized successfully.
2026-02-06 23:35:28.2234 | System | Choose an option:
2026-02-06 23:35:28.2235 | System | 1 - Evaluate Agents
2026-02-06 23:35:28.2237 | System | 2 - Evaluate Multi Agents
2026-02-06 23:35:28.2238 | System | 3 - Exit
2026-02-06 23:35:28.2239 | System | Enter choice (1/2/3): 2026-02-06 23:35:29.7086 | System | Evaluating Plan Multi Agent
2026-02-06 23:35:29.7450 | Test | Evaluating An orchestrator agent with digital twin agent, guideline agent and plan agent. using Tests\Multi-Agent\ma-ga-test-a-8.json.
2026-02-06 23:35:29.8735 | Test | Loaded 11 prompts from JSON file.
2026-02-06 23:35:29.8744 | Test | Creating Sub Persistent Agent: DigitalTwinAgent...
2026-02-06 23:35:29.8747 | Test | Retrieving secret from Key Vault...
2026-02-06 23:35:31.6804 | Test | Creating ClientSecretCredential...
2026-02-06 23:35:31.6817 | Test | Validating scope...
2026-02-06 23:35:31.6819 | Test | Requesting access token...
2026-02-06 23:35:32.1061 | Test | Defining MCP Tool...
2026-02-06 23:35:32.1067 | Test | Creating Sub Persistent Agent...
2026-02-06 23:35:41.5227 | Test | Sub Persistent Agent Id: asst_O8OeOzpvKML3uum0q089ijMl Name: DigitalTwinAgent Model: gpt-4o
2026-02-06 23:35:41.5230 | Test | Defining Handle Digital Twin realted tasks using their digital twin id.
2026-02-06 23:35:41.5236 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 23:35:41.5239 | Test | Configuring MCP Tool Resource...
2026-02-06 23:35:41.5246 | Test | Creating Sub Persistent Agent: GuidelineAgent...
2026-02-06 23:35:41.5250 | Test | Retrieving secret from Key Vault...
2026-02-06 23:35:41.5905 | Test | Creating ClientSecretCredential...
2026-02-06 23:35:41.5907 | Test | Validating scope...
2026-02-06 23:35:41.5909 | Test | Requesting access token...
2026-02-06 23:35:41.6948 | Test | Defining MCP Tool...
2026-02-06 23:35:41.6982 | Test | Creating Sub Persistent Agent...
2026-02-06 23:35:41.9800 | Test | Sub Persistent Agent Id: asst_PQRVovQau0qqAQfAifBmWzJY Name: GuidelineAgent Model: gpt-4o
2026-02-06 23:35:41.9805 | Test | Defining Provide guidelines and best practices.
2026-02-06 23:35:41.9811 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 23:35:41.9812 | Test | Configuring MCP Tool Resource...
2026-02-06 23:35:41.9813 | Test | Creating Sub Persistent Agent: PlanAgent...
2026-02-06 23:35:41.9813 | Test | Retrieving secret from Key Vault...
2026-02-06 23:35:42.0459 | Test | Creating ClientSecretCredential...
2026-02-06 23:35:42.0461 | Test | Validating scope...
2026-02-06 23:35:42.0461 | Test | Requesting access token...
2026-02-06 23:35:42.1564 | Test | Defining MCP Tool...
2026-02-06 23:35:42.1573 | Test | Creating Sub Persistent Agent...
2026-02-06 23:35:42.4340 | Test | Sub Persistent Agent Id: asst_rB00nDOLBPKDhKn1Se4ooiyR Name: PlanAgent Model: gpt-4o
2026-02-06 23:35:42.4342 | Test | Defining Create action plans based on the context provided.
2026-02-06 23:35:42.4344 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 23:35:42.4344 | Test | Configuring MCP Tool Resource...
2026-02-06 23:35:42.4345 | Test | Creating Main Persistent Agent...
2026-02-06 23:35:42.6584 | Test | Main Persistent Agent Id: asst_DBhiKfv9XrSTHKxxLPGYkTY6 Name: MainAgent Model: gpt-4o
2026-02-06 23:35:42.6586 | Test | Creating Persistent Agent Thread...
2026-02-06 23:35:42.8779 | Test | Persistent Agent Thread Id: thread_QJOKJJMRBzBXiZQq8cpil9XR
2026-02-06 23:35:42.8836 | Test | An orchestrator agent with digital twin agent, guideline agent and plan agent. chat started. Type 'exit' to quit.
2026-02-06 23:35:42:8838 | Test | get all agents available for this agent
2026-02-06 23:35:42.8839 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:35:43.1894 | Agent | Creating thread run...
2026-02-06 23:35:43.7975 | Agent | Thread run created with Id: run_VognVxwuUXKgnV4n312kgAjO. Monitoring run status...
2026-02-06 23:35:45.1359 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:35:44 +00:00
2026-02-06 23:35:45.4607 | Agent | No annotations
2026-02-06 23:35:45.8855 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:35:44 +00:00
2026-02-06 23:35:46.0843 | Agent | No annotations
2026-02-06 23:35:46.0853 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:35:46.2771 | 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 23:35:46:2853 | Test | get all mcp tools available for this agent
2026-02-06 23:35:46.2870 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:35:46.5004 | Agent | Creating thread run...
2026-02-06 23:35:46.9556 | Agent | Thread run created with Id: run_hh9JEmFpeG4iRAQx5qKx0dWZ. Monitoring run status...
2026-02-06 23:35:47.9424 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:35:47 +00:00
2026-02-06 23:35:48.1419 | Agent | No annotations
2026-02-06 23:35:48.6142 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:35:47 +00:00
2026-02-06 23:35:48.8127 | Agent | No annotations
2026-02-06 23:35:48.8145 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:35:49.0243 | Agent | The available MCP (Multi-Channel 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 23:35:49:0267 | Test | get all mcp tools available for guideline agent
2026-02-06 23:35:49.0269 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:35:49.2548 | Agent | Creating thread run...
2026-02-06 23:35:49.7260 | Agent | Thread run created with Id: run_R7uHpOrF8E7IfZAr2k8tumiT. Monitoring run status...
2026-02-06 23:35:50.6156 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:35:50 +00:00
2026-02-06 23:35:50.8619 | Agent | No annotations
2026-02-06 23:35:51.3711 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:35:50 +00:00
2026-02-06 23:35:51.5650 | Agent | No annotations
2026-02-06 23:35:51.5657 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:35:51.7596 | Agent | The GuidelineAgent itself is a tool within the MCP framework, and it doesn't have sub-tools. It is specifically designed to provide guidelines and best practices based on the queries it receives.
2026-02-06 23:35:51:7656 | Test | create a new guideline g8. all hazards identified in the system-level risk assessment shall have documented risk-reduction measures, verification evidence, and residual-risk communication to users.
2026-02-06 23:35:51.7657 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:35:52.0540 | Agent | Creating thread run...
2026-02-06 23:35:52.6050 | Agent | Thread run created with Id: run_DN3MRcmOT0DSt2IkJ8cuweIV. Monitoring run status...
2026-02-06 23:35:53.4918 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:35:53 +00:00
2026-02-06 23:35:53.9438 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:35:53 +00:00
2026-02-06 23:35:54.4207 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:35:53 +00:00
2026-02-06 23:35:54.8521 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:35:53 +00:00
2026-02-06 23:35:55.2834 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:35:53 +00:00
2026-02-06 23:35:55.7422 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:35:53 +00:00
2026-02-06 23:35:56.1965 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:35:53 +00:00
2026-02-06 23:35:56.6480 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:35:53 +00:00
2026-02-06 23:35:57.1187 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:35:53 +00:00
2026-02-06 23:35:57.5615 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:35:53 +00:00
2026-02-06 23:35:58.0224 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:35:53 +00:00
2026-02-06 23:35:58.4771 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:35:53 +00:00
2026-02-06 23:35:58.8999 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:35:53 +00:00
2026-02-06 23:35:59.3781 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:35:53 +00:00
2026-02-06 23:35:59.8123 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:35:53 +00:00
2026-02-06 23:36:00.2581 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:35:53 +00:00
2026-02-06 23:36:00.6888 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:35:53 +00:00
2026-02-06 23:36:01.1187 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:35:53 +00:00
2026-02-06 23:36:01.5661 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:35:53 +00:00
2026-02-06 23:36:01.9845 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:35:53 +00:00
2026-02-06 23:36:02.4519 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:35:53 +00:00
2026-02-06 23:36:02.9155 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:35:53 +00:00
2026-02-06 23:36:03.4100 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:35:53 +00:00
2026-02-06 23:36:03.8339 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:35:53 +00:00
2026-02-06 23:36:04.3063 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:35:53 +00:00
2026-02-06 23:36:04.8151 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:35:53 +00:00
2026-02-06 23:36:04.8166 | Agent | Run Step Tool Call - Key:call_ziqufnGvblLSNhOKaT8FrB7c
2026-02-06 23:36:05.6181 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:35:53 +00:00
2026-02-06 23:36:05.6212 | Agent | Run Step Tool Call - Key:call_ziqufnGvblLSNhOKaT8FrB7c
2026-02-06 23:36:05.6214 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:36:05.8141 | Agent | The new guideline G8 has been successfully created: "All hazards identified in the system-level risk assessment shall have documented risk-reduction measures, verification evidence, and residual-risk communication to users."
2026-02-06 23:36:05:8246 | Test | search for the g8 guideline.
2026-02-06 23:36:05.8271 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:36:06.0323 | Agent | Creating thread run...
2026-02-06 23:36:06.4617 | Agent | Thread run created with Id: run_oiNPmFYggjudt9A5bo4ypjQi. Monitoring run status...
2026-02-06 23:36:07.2992 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:07 +00:00
2026-02-06 23:36:07.7240 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:07 +00:00
2026-02-06 23:36:08.1558 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:07 +00:00
2026-02-06 23:36:08.6399 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:07 +00:00
2026-02-06 23:36:09.2355 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:07 +00:00
2026-02-06 23:36:09.6722 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:07 +00:00
2026-02-06 23:36:10.0973 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:07 +00:00
2026-02-06 23:36:10.5242 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:07 +00:00
2026-02-06 23:36:11.0176 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:07 +00:00
2026-02-06 23:36:11.4760 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:07 +00:00
2026-02-06 23:36:11.8847 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:07 +00:00
2026-02-06 23:36:12.3490 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:07 +00:00
2026-02-06 23:36:12.7917 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:07 +00:00
2026-02-06 23:36:13.2847 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:07 +00:00
2026-02-06 23:36:13.7204 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:07 +00:00
2026-02-06 23:36:14.1521 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:07 +00:00
2026-02-06 23:36:14.6060 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:07 +00:00
2026-02-06 23:36:15.0229 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:07 +00:00
2026-02-06 23:36:15.4702 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:07 +00:00
2026-02-06 23:36:15.9347 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:07 +00:00
2026-02-06 23:36:16.3995 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:07 +00:00
2026-02-06 23:36:16.8263 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:07 +00:00
2026-02-06 23:36:17.3325 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:07 +00:00
2026-02-06 23:36:17.7873 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:07 +00:00
2026-02-06 23:36:18.3038 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:07 +00:00
2026-02-06 23:36:18.7677 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:36:07 +00:00
2026-02-06 23:36:18.7701 | Agent | Run Step Tool Call - Key:call_aSHrY6zKjDPHfk55aqjjBxe5
2026-02-06 23:36:19.2079 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:36:07 +00:00
2026-02-06 23:36:19.2082 | Agent | Run Step Tool Call - Key:call_aSHrY6zKjDPHfk55aqjjBxe5
2026-02-06 23:36:19.6790 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:36:07 +00:00
2026-02-06 23:36:19.6814 | Agent | Run Step Tool Call - Key:call_aSHrY6zKjDPHfk55aqjjBxe5
2026-02-06 23:36:19.6815 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:36:19.9148 | Agent | The guideline G8 has been found with the following details:

- **ID:** f94af863-08d3-4fcc-bba6-838bfe9a5177
- **Code:** G8
- **Text:** All hazards identified in the system-level risk assessment shall have documented risk-reduction measures, verification evidence, and residual-risk communication to users.
- **Creation Time:** 2026-02-06T23:35:58.6052157Z
- **Last Update Time:** 2026-02-06T23:35:58.605216Z
2026-02-06 23:36:19:9223 | Test | search for residual risk.
2026-02-06 23:36:19.9243 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:36:20.1464 | Agent | Creating thread run...
2026-02-06 23:36:20.5682 | Agent | Thread run created with Id: run_tXh5Ifj2ViU8HMtgK12IMvN5. Monitoring run status...
2026-02-06 23:36:21.8691 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:21 +00:00
2026-02-06 23:36:22.2946 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:21 +00:00
2026-02-06 23:36:22.6981 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:21 +00:00
2026-02-06 23:36:23.1244 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:21 +00:00
2026-02-06 23:36:23.5648 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:21 +00:00
2026-02-06 23:36:24.0063 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:21 +00:00
2026-02-06 23:36:24.4369 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:21 +00:00
2026-02-06 23:36:24.8917 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:21 +00:00
2026-02-06 23:36:25.3493 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:21 +00:00
2026-02-06 23:36:25.8295 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:21 +00:00
2026-02-06 23:36:26.2660 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:21 +00:00
2026-02-06 23:36:26.6989 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:21 +00:00
2026-02-06 23:36:27.1286 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:21 +00:00
2026-02-06 23:36:27.6060 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:21 +00:00
2026-02-06 23:36:27.6061 | Agent | Run Step Tool Call - Key:call_PvHAP13wMrr8gJUZ05HY6eOn
2026-02-06 23:36:28.1773 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:36:21 +00:00
2026-02-06 23:36:28.1799 | Agent | Run Step Tool Call - Key:call_PvHAP13wMrr8gJUZ05HY6eOn
2026-02-06 23:36:28.6343 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:36:21 +00:00
2026-02-06 23:36:28.6363 | Agent | Run Step Tool Call - Key:call_PvHAP13wMrr8gJUZ05HY6eOn
2026-02-06 23:36:28.6395 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:36:28.8509 | Agent | There are no additional guidelines found related to "residual risk" beyond the one already created as guideline G8. If you need further assistance or wish to create new guidelines on this topic, feel free to let me know!
2026-02-06 23:36:28:8566 | Test | search for risk reduction measures.
2026-02-06 23:36:28.8582 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:36:29.0823 | Agent | Creating thread run...
2026-02-06 23:36:29.5336 | Agent | Thread run created with Id: run_OePzw1ZqdqBydiUABoMTFLfS. Monitoring run status...
2026-02-06 23:36:30.7462 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:30 +00:00
2026-02-06 23:36:31.1502 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:30 +00:00
2026-02-06 23:36:31.5466 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:30 +00:00
2026-02-06 23:36:31.9400 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:30 +00:00
2026-02-06 23:36:32.3571 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:30 +00:00
2026-02-06 23:36:32.7540 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:30 +00:00
2026-02-06 23:36:33.1646 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:30 +00:00
2026-02-06 23:36:33.5918 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:30 +00:00
2026-02-06 23:36:34.0075 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:30 +00:00
2026-02-06 23:36:34.4639 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:30 +00:00
2026-02-06 23:36:34.8864 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:30 +00:00
2026-02-06 23:36:35.3179 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:30 +00:00
2026-02-06 23:36:35.7358 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:30 +00:00
2026-02-06 23:36:36.1727 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:30 +00:00
2026-02-06 23:36:36.5947 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:30 +00:00
2026-02-06 23:36:37.0495 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:30 +00:00
2026-02-06 23:36:37.4621 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:30 +00:00
2026-02-06 23:36:37.8874 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:30 +00:00
2026-02-06 23:36:38.3577 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:30 +00:00
2026-02-06 23:36:38.8079 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:30 +00:00
2026-02-06 23:36:39.2045 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:30 +00:00
2026-02-06 23:36:39.6987 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:30 +00:00
2026-02-06 23:36:40.1706 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:30 +00:00
2026-02-06 23:36:40.7152 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:30 +00:00
2026-02-06 23:36:41.2098 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:30 +00:00
2026-02-06 23:36:41.6665 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:36:30 +00:00
2026-02-06 23:36:41.6679 | Agent | Run Step Tool Call - Key:call_7pnvOSwpD7UoGaMAShnulsXZ
2026-02-06 23:36:42.2904 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:36:30 +00:00
2026-02-06 23:36:42.2911 | Agent | Run Step Tool Call - Key:call_7pnvOSwpD7UoGaMAShnulsXZ
2026-02-06 23:36:42.7713 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:36:30 +00:00
2026-02-06 23:36:42.7714 | Agent | Run Step Tool Call - Key:call_7pnvOSwpD7UoGaMAShnulsXZ
2026-02-06 23:36:42.7715 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:36:42.9888 | Agent | The guideline related to "risk-reduction measures" is:

- **Code:** G8
- **Text:** All hazards identified in the system-level risk assessment shall have documented risk-reduction measures, verification evidence, and residual-risk communication to users.
- **ID:** f94af863-08d3-4fcc-bba6-838bfe9a5177

This is the only guideline found with the specified criteria. If you need more information or assistance, feel free to ask!
2026-02-06 23:36:42:9975 | Test | get the g8 guideline.
2026-02-06 23:36:43.0018 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:36:43.3282 | Agent | Creating thread run...
2026-02-06 23:36:43.7429 | Agent | Thread run created with Id: run_geECS46tDycGzMhmLW0nammL. Monitoring run status...
2026-02-06 23:36:44.6259 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:44 +00:00
2026-02-06 23:36:45.0851 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:44 +00:00
2026-02-06 23:36:45.6238 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:44 +00:00
2026-02-06 23:36:46.0733 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:44 +00:00
2026-02-06 23:36:46.5405 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:44 +00:00
2026-02-06 23:36:47.0338 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:44 +00:00
2026-02-06 23:36:47.4619 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:44 +00:00
2026-02-06 23:36:47.8970 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:44 +00:00
2026-02-06 23:36:48.3280 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:44 +00:00
2026-02-06 23:36:48.7587 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:44 +00:00
2026-02-06 23:36:49.1870 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:44 +00:00
2026-02-06 23:36:49.6457 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:44 +00:00
2026-02-06 23:36:50.3991 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:44 +00:00
2026-02-06 23:36:50.9892 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:36:44 +00:00
2026-02-06 23:36:50.9894 | Agent | Run Step Tool Call - Key:call_PX9xJErVCa0JFSuyZn4wdRp3
2026-02-06 23:36:51.4862 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:36:44 +00:00
2026-02-06 23:36:51.4865 | Agent | Run Step Tool Call - Key:call_PX9xJErVCa0JFSuyZn4wdRp3
2026-02-06 23:36:52.0038 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:36:44 +00:00
2026-02-06 23:36:52.0095 | Agent | Run Step Tool Call - Key:call_PX9xJErVCa0JFSuyZn4wdRp3
2026-02-06 23:36:52.0105 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:36:52.2436 | Agent | Here are the details of guideline G8:

- **ID:** f94af863-08d3-4fcc-bba6-838bfe9a5177
- **Code:** G8
- **Text:** All hazards identified in the system-level risk assessment shall have documented risk-reduction measures, verification evidence, and residual-risk communication to users.
- **Creation Time:** 2026-02-06T23:35:58.6052157Z
- **Last Update Time:** 2026-02-06T23:35:58.605216Z

If you need further information or assistance, feel free to ask!
2026-02-06 23:36:52:2437 | Test | update the g8 guideline as follows: 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.
2026-02-06 23:36:52.2438 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:36:52.4807 | Agent | Creating thread run...
2026-02-06 23:36:53.0189 | Agent | Thread run created with Id: run_RBZQLM55wA7Nk77WdGmAbfgW. Monitoring run status...
2026-02-06 23:36:53.9221 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:36:54.4090 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:36:54.9094 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:36:55.3636 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:36:55.8154 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:36:56.2558 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:36:56.7121 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:36:57.1727 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:36:57.6900 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:36:58.1021 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:36:58.5758 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:36:59.0182 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:36:59.6249 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:37:00.0368 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:37:00.4968 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:37:01.0446 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:37:01.5385 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:37:01.9823 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:37:02.3903 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:37:02.8008 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:37:03.2355 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:37:03.7228 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:37:04.1778 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:37:04.5889 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:37:04.9934 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:37:05.4242 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:37:05.4259 | Agent | Run Step Tool Call - Key:call_zID29X1nDo9lTWyMvuykrq5g
2026-02-06 23:37:05.9076 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:37:05.9077 | Agent | Run Step Tool Call - Key:call_zID29X1nDo9lTWyMvuykrq5g
2026-02-06 23:37:06.3539 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:37:06.3548 | Agent | Run Step Tool Call - Key:call_zID29X1nDo9lTWyMvuykrq5g
2026-02-06 23:37:06.8571 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:36:53 +00:00
2026-02-06 23:37:06.8573 | Agent | Run Step Tool Call - Key:call_zID29X1nDo9lTWyMvuykrq5g
2026-02-06 23:37:06.8575 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:37:07.0544 | Agent | The guideline G8 has been successfully updated. Here are the revised details:

- **Code:** G8
- **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.
- **ID:** f94af863-08d3-4fcc-bba6-838bfe9a5177
- **Creation Time:** 2026-02-06T23:35:58.6052157Z
- **Last Update Time:** 2026-02-06T23:37:02.4015518Z

If you need further assistance, feel free to ask!
2026-02-06 23:37:07:0552 | Test | get the g8 guideline.
2026-02-06 23:37:07.0557 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:37:07.3392 | Agent | Creating thread run...
2026-02-06 23:37:08.1813 | Agent | Thread run created with Id: run_bJE7vgDdfQx3SUZJ0YCuBhb9. Monitoring run status...
2026-02-06 23:37:09.4915 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:37:08 +00:00
2026-02-06 23:37:09.9278 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:37:08 +00:00
2026-02-06 23:37:10.3656 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:37:08 +00:00
2026-02-06 23:37:10.8128 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:37:08 +00:00
2026-02-06 23:37:11.2237 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:37:08 +00:00
2026-02-06 23:37:11.6469 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:37:08 +00:00
2026-02-06 23:37:12.0798 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:37:08 +00:00
2026-02-06 23:37:12.5053 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:37:08 +00:00
2026-02-06 23:37:12.9471 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:37:08 +00:00
2026-02-06 23:37:13.3719 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:37:08 +00:00
2026-02-06 23:37:13.8129 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:37:08 +00:00
2026-02-06 23:37:14.4039 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:37:08 +00:00
2026-02-06 23:37:14.8342 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:37:08 +00:00
2026-02-06 23:37:15.2964 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:37:08 +00:00
2026-02-06 23:37:15.7508 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:37:08 +00:00
2026-02-06 23:37:15.7517 | Agent | Run Step Tool Call - Key:call_bdzQ3QjN0WLsdUTxsx7EX7XY
2026-02-06 23:37:16.2549 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:37:08 +00:00
2026-02-06 23:37:16.2567 | Agent | Run Step Tool Call - Key:call_bdzQ3QjN0WLsdUTxsx7EX7XY
2026-02-06 23:37:16.7034 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:37:08 +00:00
2026-02-06 23:37:16.7055 | Agent | Run Step Tool Call - Key:call_bdzQ3QjN0WLsdUTxsx7EX7XY
2026-02-06 23:37:16.7109 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:37:16.9242 | Agent | Here are the details of the updated guideline G8:

- **ID:** f94af863-08d3-4fcc-bba6-838bfe9a5177
- **Code:** G8
- **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.
- **Creation Time:** 2026-02-06T23:35:58.6052157Z
- **Last Update Time:** 2026-02-06T23:37:02.4015518Z

If you need further information or assistance, feel free to ask!
2026-02-06 23:37:16:9365 | Test | exit
2026-02-06 23:37:16.9387 | Agent | Exiting An orchestrator agent with digital twin agent, guideline agent and plan agent. chat...
2026-02-06 23:37:16.9412 | Agent | Deleting Sub Persistent Agent: DigitalTwinAgent...
2026-02-06 23:37:17.1549 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 23:37:17.1554 | Agent | Deleting Sub Persistent Agent: GuidelineAgent...
2026-02-06 23:37:17.3465 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 23:37:17.3492 | Agent | Deleting Sub Persistent Agent: PlanAgent...
2026-02-06 23:37:17.6019 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 23:37:17.8010 | Agent | Main Persistent agent deleted. Goodbye!
2026-02-06 23:37:18.0443 | Test | Finished An orchestrator agent with digital twin agent, guideline agent and plan agent. Multi-Agent Evaluation.
2026-02-06 23:37:18.0580 | System | Preparing to save evaluation results...
2026-02-06 23:37:18.0629 | System | Creating result folder: Result
2026-02-06 23:37:18.0682 | System | Result folder created at 24/01/2026 23:31:22.
2026-02-06 23:37:18.0756 | System | Serializing evaluation results to JSON...
2026-02-06 23:37:18.1212 | System | Writing results to file: Result\Result_20260206_233718_0629.json
2026-02-06 23:37:18.1239 | System | Result saved to Result\Result_20260206_233718_0629.json
2026-02-06 23:37:25.7994 | System | Result saved to Export_20260206_233718_4171.json
2026-02-06 23:37:25.8739 | System | Choose an option:
2026-02-06 23:37:25.8740 | System | 1 - Evaluate Agents
2026-02-06 23:37:25.8742 | System | 2 - Evaluate Multi Agents
2026-02-06 23:37:25.8743 | System | 3 - Exit
2026-02-06 23:37:25.8743 | System | Enter choice (1/2/3): 2026-02-06 23:37:41.7850 | System | Exiting...
