2026-02-06 23:47:16.0559 | System | Loading configuration...
2026-02-06 23:47:16.3630 | System | Configuration loaded successfully.
2026-02-06 23:47:16.3635 | System | Retrieving configuration model...
2026-02-06 23:47:16.4168 | System | Configuration model retrieved successfully.
2026-02-06 23:47:16.4170 | System | Setting up DefaultAzureCredential...
2026-02-06 23:47:16.5103 | System | DefaultAzureCredential setup completed.
2026-02-06 23:47:16.5105 | System | Configuring SecretClient...
2026-02-06 23:47:16.5151 | System | Secret Client configured successfully.
2026-02-06 23:47:16.5160 | System | Initializing Persistent Agents Client...
2026-02-06 23:47:16.5226 | System | Persistent Agents Client initialized successfully.
2026-02-06 23:47:16.5229 | System | Choose an option:
2026-02-06 23:47:16.5231 | System | 1 - Evaluate Agents
2026-02-06 23:47:16.5232 | System | 2 - Evaluate Multi Agents
2026-02-06 23:47:16.5233 | System | 3 - Exit
2026-02-06 23:47:16.5235 | System | Enter choice (1/2/3): 2026-02-06 23:47:21.6112 | System | Evaluating Plan Multi Agent
2026-02-06 23:47:21.6383 | Test | Evaluating An orchestrator agent with digital twin agent, guideline agent and plan agent. using Tests\Multi-Agent\ma-ga-test-b-1.json.
2026-02-06 23:47:21.7177 | Test | Loaded 9 prompts from JSON file.
2026-02-06 23:47:21.7185 | Test | Creating Sub Persistent Agent: DigitalTwinAgent...
2026-02-06 23:47:21.7186 | Test | Retrieving secret from Key Vault...
2026-02-06 23:47:23.2183 | Test | Creating ClientSecretCredential...
2026-02-06 23:47:23.2225 | Test | Validating scope...
2026-02-06 23:47:23.2252 | Test | Requesting access token...
2026-02-06 23:47:23.6070 | Test | Defining MCP Tool...
2026-02-06 23:47:23.6320 | Test | Creating Sub Persistent Agent...
2026-02-06 23:47:31.2194 | Test | Sub Persistent Agent Id: asst_D44zaeRfUMsfKCUQpWwaHgug Name: DigitalTwinAgent Model: gpt-4o
2026-02-06 23:47:31.2215 | Test | Defining Handle Digital Twin realted tasks using their digital twin id.
2026-02-06 23:47:31.2218 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 23:47:31.2219 | Test | Configuring MCP Tool Resource...
2026-02-06 23:47:31.2225 | Test | Creating Sub Persistent Agent: GuidelineAgent...
2026-02-06 23:47:31.2226 | Test | Retrieving secret from Key Vault...
2026-02-06 23:47:31.2837 | Test | Creating ClientSecretCredential...
2026-02-06 23:47:31.2839 | Test | Validating scope...
2026-02-06 23:47:31.2840 | Test | Requesting access token...
2026-02-06 23:47:31.3805 | Test | Defining MCP Tool...
2026-02-06 23:47:31.3819 | Test | Creating Sub Persistent Agent...
2026-02-06 23:47:31.6703 | Test | Sub Persistent Agent Id: asst_gXsaRydlWHhWtTQjBGs86ZvJ Name: GuidelineAgent Model: gpt-4o
2026-02-06 23:47:31.6738 | Test | Defining Provide guidelines and best practices.
2026-02-06 23:47:31.6739 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 23:47:31.6740 | Test | Configuring MCP Tool Resource...
2026-02-06 23:47:31.6740 | Test | Creating Sub Persistent Agent: PlanAgent...
2026-02-06 23:47:31.6741 | Test | Retrieving secret from Key Vault...
2026-02-06 23:47:31.7755 | Test | Creating ClientSecretCredential...
2026-02-06 23:47:31.8233 | Test | Validating scope...
2026-02-06 23:47:31.8298 | Test | Requesting access token...
2026-02-06 23:47:31.9717 | Test | Defining MCP Tool...
2026-02-06 23:47:31.9721 | Test | Creating Sub Persistent Agent...
2026-02-06 23:47:32.2102 | Test | Sub Persistent Agent Id: asst_ZmM7RXX48c9ujIjk6Lf28sRm Name: PlanAgent Model: gpt-4o
2026-02-06 23:47:32.2104 | Test | Defining Create action plans based on the context provided.
2026-02-06 23:47:32.2105 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 23:47:32.2105 | Test | Configuring MCP Tool Resource...
2026-02-06 23:47:32.2106 | Test | Creating Main Persistent Agent...
2026-02-06 23:47:32.4052 | Test | Main Persistent Agent Id: asst_zFqjtHcuAHSNE1EXRoW8ZWE1 Name: MainAgent Model: gpt-4o
2026-02-06 23:47:32.4054 | Test | Creating Persistent Agent Thread...
2026-02-06 23:47:32.6215 | Test | Persistent Agent Thread Id: thread_adRh9ISBKBxdhmV3cRSoNLzb
2026-02-06 23:47:32.6245 | Test | An orchestrator agent with digital twin agent, guideline agent and plan agent. chat started. Type 'exit' to quit.
2026-02-06 23:47:32:6252 | Test | get all agents available for this agent
2026-02-06 23:47:32.6252 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:47:32.8772 | Agent | Creating thread run...
2026-02-06 23:47:33.5078 | Agent | Thread run created with Id: run_mHsXOrymOrrLQViOzn3nYyS4. Monitoring run status...
2026-02-06 23:47:35.0302 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:47:34 +00:00
2026-02-06 23:47:35.7209 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:47:34 +00:00
2026-02-06 23:47:35.9197 | Agent | No annotations
2026-02-06 23:47:35.9208 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:47:36.1201 | Agent | Here are the agents available 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.

Each agent has specific responsibilities and is invoked based on the nature of the user request.
2026-02-06 23:47:36:1213 | Test | get all mcp tools available for this agent
2026-02-06 23:47:36.1215 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:47:36.3455 | Agent | Creating thread run...
2026-02-06 23:47:36.9250 | Agent | Thread run created with Id: run_oo3RJe0FtDW3sHKqLI71qy0z. Monitoring run status...
2026-02-06 23:47:37.7178 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:47:37 +00:00
2026-02-06 23:47:38.3197 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:47:37 +00:00
2026-02-06 23:47:38.5667 | Agent | No annotations
2026-02-06 23:47:39.0100 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:47:37 +00:00
2026-02-06 23:47:39.2169 | Agent | No annotations
2026-02-06 23:47:39.2175 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:47:39.4360 | Agent | The available MCP (Multi-Cloud Platform) tools for this orchestration agent are:

1. **DigitalTwinAgent**: Used for handling tasks related to digital twins.
2. **GuidelineAgent**: Provides guidelines and best practices.
3. **PlanAgent**: Creates action plans based on the context provided.

These tools are designed to assist with various tasks related to digital twins, guidelines, and planning.
2026-02-06 23:47:39:4365 | Test | get all mcp tools available for guideline agent
2026-02-06 23:47:39.4367 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:47:39.6740 | Agent | Creating thread run...
2026-02-06 23:47:40.1587 | Agent | Thread run created with Id: run_sa0QWBy7pnG9gtNYrV4V5if1. Monitoring run status...
2026-02-06 23:47:40.9759 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:47:40 +00:00
2026-02-06 23:47:41.6164 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:47:40 +00:00
2026-02-06 23:47:41.8363 | Agent | No annotations
2026-02-06 23:47:42.3799 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:47:40 +00:00
2026-02-06 23:47:42.5775 | Agent | No annotations
2026-02-06 23:47:42.5802 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:47:42.7800 | Agent | The **GuidelineAgent** itself is a tool within the Multi-Cloud Platform (MCP) 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 23:47:42:7827 | Test | get a list of mcp tools available for this agent.
2026-02-06 23:47:42.7829 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:47:42.9885 | Agent | Creating thread run...
2026-02-06 23:47:43.5082 | Agent | Thread run created with Id: run_4e2oU0bIyUSUoBTMTewBsYut. Monitoring run status...
2026-02-06 23:47:44.3818 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 23:47:43 +00:00
2026-02-06 23:47:44.6062 | Agent | No annotations
2026-02-06 23:47:45.0675 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 23:47:43 +00:00
2026-02-06 23:47:45.2823 | Agent | No annotations
2026-02-06 23:47:45.2830 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:47:45.4641 | Agent | The available MCP (Multi-Cloud Platform) tools for this orchestration agent are:

1. **DigitalTwinAgent**: Handles tasks related to digital twins using their digital twin ID.
2. **GuidelineAgent**: Provides guidelines and best practices.
3. **PlanAgent**: Creates action plans based on the context provided.

These tools are designed to assist with various tasks related to digital twins, guidelines, and planning.
2026-02-06 23:47:45:4652 | Test | search for the g1 guideline. if it does not exist, create a new g1 guideline. this integrated system shall be treated as a single machine, and a system-level risk assessment shall be completed prior to operation.
2026-02-06 23:47:45.4653 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:47:45.8240 | Agent | Creating thread run...
2026-02-06 23:47:46.3197 | Agent | Thread run created with Id: run_Uql2U2uBQHkZrRd9vJRDyaIO. Monitoring run status...
2026-02-06 23:47:47.5925 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:47:48.0392 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:47:48.5214 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:47:48.9726 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:47:49.3971 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:47:49.8741 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:47:50.2840 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:47:50.7093 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:47:51.1335 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:47:51.6038 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:47:52.0154 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:47:52.4460 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:47:52.8852 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:47:53.3354 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:47:53.7785 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:47:54.1909 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:47:54.6987 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:47:55.3305 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:47:55.7706 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:47:56.2140 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:47:56.6462 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:47:57.0823 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:47:57.4876 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:47:57.8893 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:47:58.3035 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:47:58.7380 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:47:58.7451 | Agent | Run Step Tool Call - Key:call_SzUgdq8zWBzVGWW6SnRYoShu
2026-02-06 23:47:59.1790 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:47:59.1791 | Agent | Run Step Tool Call - Key:call_SzUgdq8zWBzVGWW6SnRYoShu
2026-02-06 23:47:59.6296 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:47:59.6339 | Agent | Run Step Tool Call - Key:call_SzUgdq8zWBzVGWW6SnRYoShu
2026-02-06 23:48:00.1208 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:48:00.1209 | Agent | Run Step Tool Call - Key:call_SzUgdq8zWBzVGWW6SnRYoShu
2026-02-06 23:48:00.5455 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:48:00.5457 | Agent | Run Step Tool Call - Key:call_SzUgdq8zWBzVGWW6SnRYoShu
2026-02-06 23:48:00.9888 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:48:00.9898 | Agent | Run Step Tool Call - Key:call_SzUgdq8zWBzVGWW6SnRYoShu
2026-02-06 23:48:01.4116 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:48:01.4120 | Agent | Run Step Tool Call - Key:call_SzUgdq8zWBzVGWW6SnRYoShu
2026-02-06 23:48:01.8773 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:48:01.8779 | Agent | Run Step Tool Call - Key:call_SzUgdq8zWBzVGWW6SnRYoShu
2026-02-06 23:48:02.3274 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:48:02.3275 | Agent | Run Step Tool Call - Key:call_SzUgdq8zWBzVGWW6SnRYoShu
2026-02-06 23:48:02.7949 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:48:02.7957 | Agent | Run Step Tool Call - Key:call_SzUgdq8zWBzVGWW6SnRYoShu
2026-02-06 23:48:03.3064 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:48:03.3142 | Agent | Run Step Tool Call - Key:call_SzUgdq8zWBzVGWW6SnRYoShu
2026-02-06 23:48:04.0879 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:48:04.0881 | Agent | Run Step Tool Call - Key:call_SzUgdq8zWBzVGWW6SnRYoShu
2026-02-06 23:48:04.5087 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:48:04.5089 | Agent | Run Step Tool Call - Key:call_SzUgdq8zWBzVGWW6SnRYoShu
2026-02-06 23:48:04.9836 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:48:04.9839 | Agent | Run Step Tool Call - Key:call_SzUgdq8zWBzVGWW6SnRYoShu
2026-02-06 23:48:05.4726 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:48:05.4809 | Agent | Run Step Tool Call - Key:call_SzUgdq8zWBzVGWW6SnRYoShu
2026-02-06 23:48:05.9504 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:48:05.9506 | Agent | Run Step Tool Call - Key:call_SzUgdq8zWBzVGWW6SnRYoShu
2026-02-06 23:48:06.3925 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:48:06.3926 | Agent | Run Step Tool Call - Key:call_SzUgdq8zWBzVGWW6SnRYoShu
2026-02-06 23:48:06.8547 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:48:06.8564 | Agent | Run Step Tool Call - Key:call_SzUgdq8zWBzVGWW6SnRYoShu
2026-02-06 23:48:07.3730 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:48:07.3734 | Agent | Run Step Tool Call - Key:call_SzUgdq8zWBzVGWW6SnRYoShu
2026-02-06 23:48:07.8667 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:48:07.8670 | Agent | Run Step Tool Call - Key:call_SzUgdq8zWBzVGWW6SnRYoShu
2026-02-06 23:48:08.3251 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:48:08.3255 | Agent | Run Step Tool Call - Key:call_SzUgdq8zWBzVGWW6SnRYoShu
2026-02-06 23:48:08.7756 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:48:08.7779 | Agent | Run Step Tool Call - Key:call_SzUgdq8zWBzVGWW6SnRYoShu
2026-02-06 23:48:09.2190 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:48:09.2192 | Agent | Run Step Tool Call - Key:call_SzUgdq8zWBzVGWW6SnRYoShu
2026-02-06 23:48:09.6386 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:48:09.6387 | Agent | Run Step Tool Call - Key:call_SzUgdq8zWBzVGWW6SnRYoShu
2026-02-06 23:48:10.0877 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:48:10.0879 | Agent | Run Step Tool Call - Key:call_SzUgdq8zWBzVGWW6SnRYoShu
2026-02-06 23:48:10.5294 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:47:46 +00:00
2026-02-06 23:48:10.5295 | Agent | Run Step Tool Call - Key:call_SzUgdq8zWBzVGWW6SnRYoShu
2026-02-06 23:48:10.5296 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:48:10.7392 | Agent | The new guideline "G1" has been successfully created with the following details:

- **Code:** G1
- **Text:** This integrated system shall be treated as a single machine, and a system-level risk assessment shall be completed prior to operation.
2026-02-06 23:48:10:7394 | Test | search for the g1 guideline. it it exists then, get the g1 guideline.
2026-02-06 23:48:10.7394 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:48:10.9946 | Agent | Creating thread run...
2026-02-06 23:48:11.5042 | Agent | Thread run created with Id: run_u44EarUF5qZfM1KfF9tPZ9si. Monitoring run status...
2026-02-06 23:48:12.7876 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:12 +00:00
2026-02-06 23:48:13.2169 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:12 +00:00
2026-02-06 23:48:13.6906 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:12 +00:00
2026-02-06 23:48:14.1213 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:12 +00:00
2026-02-06 23:48:14.5199 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:12 +00:00
2026-02-06 23:48:14.9559 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:12 +00:00
2026-02-06 23:48:15.3893 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:12 +00:00
2026-02-06 23:48:15.8272 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:12 +00:00
2026-02-06 23:48:16.2618 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:12 +00:00
2026-02-06 23:48:16.6918 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:12 +00:00
2026-02-06 23:48:17.2417 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:12 +00:00
2026-02-06 23:48:17.6683 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:12 +00:00
2026-02-06 23:48:18.1298 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:12 +00:00
2026-02-06 23:48:18.5731 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:12 +00:00
2026-02-06 23:48:18.5733 | Agent | Run Step Tool Call - Key:call_U2Tsc21FOLcz1QXqxjHqWkO0
2026-02-06 23:48:18.9991 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:48:12 +00:00
2026-02-06 23:48:19.0009 | Agent | Run Step Tool Call - Key:call_U2Tsc21FOLcz1QXqxjHqWkO0
2026-02-06 23:48:19.4916 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:48:12 +00:00
2026-02-06 23:48:19.4941 | Agent | Run Step Tool Call - Key:call_U2Tsc21FOLcz1QXqxjHqWkO0
2026-02-06 23:48:19.9982 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:48:12 +00:00
2026-02-06 23:48:19.9989 | Agent | Run Step Tool Call - Key:call_U2Tsc21FOLcz1QXqxjHqWkO0
2026-02-06 23:48:19.9995 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:48:20.2068 | Agent | Here is the guideline with code "G1":

- **ID:** f489aaef-0428-4200-aba4-39cc536cff39
- **Code:** G1
- **Text:** This integrated system shall be treated as a single machine, and a system-level risk assessment shall be completed prior to operation.
- **Creation Time:** 2026-02-06T23:48:04.086195Z
- **Last Update Time:** 2026-02-06T23:48:04.0861954Z
2026-02-06 23:48:20:2071 | Test | search for the g1 guideline. it it exists then, update the guideline as follows: the universal robot cobot, robotiq gripper, sensors, and gom scanner which is zeiss inspect equipment shall be used within manufacturer specified limits.
2026-02-06 23:48:20.2072 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:48:20.4240 | Agent | Creating thread run...
2026-02-06 23:48:20.9630 | Agent | Thread run created with Id: run_DDPQOhik85QyeiPGbD23Y52x. Monitoring run status...
2026-02-06 23:48:21.8727 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:22.3196 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:22.7636 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:23.2080 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:23.6537 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:24.0902 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:24.4897 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:24.9356 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:25.3774 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:25.9490 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:26.3917 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:26.8033 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:27.3753 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:27.7848 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:28.2578 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:28.6703 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:29.0664 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:29.5103 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:29.9790 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:30.3717 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:30.8111 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:31.2282 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:31.6436 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:32.0665 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:32.5035 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:33.0526 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:33.0534 | Agent | Run Step Tool Call - Key:call_TrSavLEc7bjxKCw4uVHFSeuy
2026-02-06 23:48:33.4561 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:33.4562 | Agent | Run Step Tool Call - Key:call_TrSavLEc7bjxKCw4uVHFSeuy
2026-02-06 23:48:33.9147 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:33.9149 | Agent | Run Step Tool Call - Key:call_TrSavLEc7bjxKCw4uVHFSeuy
2026-02-06 23:48:34.3709 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:34.3755 | Agent | Run Step Tool Call - Key:call_TrSavLEc7bjxKCw4uVHFSeuy
2026-02-06 23:48:34.9094 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:34.9105 | Agent | Run Step Tool Call - Key:call_TrSavLEc7bjxKCw4uVHFSeuy
2026-02-06 23:48:35.3570 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:35.3574 | Agent | Run Step Tool Call - Key:call_TrSavLEc7bjxKCw4uVHFSeuy
2026-02-06 23:48:35.8021 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:35.8027 | Agent | Run Step Tool Call - Key:call_TrSavLEc7bjxKCw4uVHFSeuy
2026-02-06 23:48:36.3091 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:36.3094 | Agent | Run Step Tool Call - Key:call_TrSavLEc7bjxKCw4uVHFSeuy
2026-02-06 23:48:36.7626 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:36.7629 | Agent | Run Step Tool Call - Key:call_TrSavLEc7bjxKCw4uVHFSeuy
2026-02-06 23:48:37.1956 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:37.1972 | Agent | Run Step Tool Call - Key:call_TrSavLEc7bjxKCw4uVHFSeuy
2026-02-06 23:48:37.6792 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:37.6793 | Agent | Run Step Tool Call - Key:call_TrSavLEc7bjxKCw4uVHFSeuy
2026-02-06 23:48:38.0848 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:38.0850 | Agent | Run Step Tool Call - Key:call_TrSavLEc7bjxKCw4uVHFSeuy
2026-02-06 23:48:38.5525 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:38.5526 | Agent | Run Step Tool Call - Key:call_TrSavLEc7bjxKCw4uVHFSeuy
2026-02-06 23:48:38.9684 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:38.9686 | Agent | Run Step Tool Call - Key:call_TrSavLEc7bjxKCw4uVHFSeuy
2026-02-06 23:48:39.4027 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:39.4056 | Agent | Run Step Tool Call - Key:call_TrSavLEc7bjxKCw4uVHFSeuy
2026-02-06 23:48:39.8548 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:39.8550 | Agent | Run Step Tool Call - Key:call_TrSavLEc7bjxKCw4uVHFSeuy
2026-02-06 23:48:40.3016 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:48:21 +00:00
2026-02-06 23:48:40.3019 | Agent | Run Step Tool Call - Key:call_TrSavLEc7bjxKCw4uVHFSeuy
2026-02-06 23:48:40.3019 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:48:40.5146 | Agent | The guideline "G1" has been successfully updated with the following text:

- **Text:** The Universal Robot cobot, Robotiq gripper, sensors, and GOM scanner which is Zeiss inspect equipment shall be used within manufacturer specified limits.
2026-02-06 23:48:40:5151 | Test | search for the g1 guideline. it it exists then, get the guideline.
2026-02-06 23:48:40.5152 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 23:48:40.7811 | Agent | Creating thread run...
2026-02-06 23:48:41.2058 | Agent | Thread run created with Id: run_TEkfjw8HyEaEUEw2A47FBnL7. Monitoring run status...
2026-02-06 23:48:42.0331 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:41 +00:00
2026-02-06 23:48:42.4481 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:41 +00:00
2026-02-06 23:48:42.8500 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:41 +00:00
2026-02-06 23:48:43.2985 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:41 +00:00
2026-02-06 23:48:43.6885 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:41 +00:00
2026-02-06 23:48:44.1185 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:41 +00:00
2026-02-06 23:48:44.6723 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:41 +00:00
2026-02-06 23:48:45.0918 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:41 +00:00
2026-02-06 23:48:45.5385 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:41 +00:00
2026-02-06 23:48:45.9683 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:41 +00:00
2026-02-06 23:48:46.4248 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:41 +00:00
2026-02-06 23:48:46.8435 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:41 +00:00
2026-02-06 23:48:47.2487 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:41 +00:00
2026-02-06 23:48:47.6768 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 23:48:41 +00:00
2026-02-06 23:48:48.1541 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:48:41 +00:00
2026-02-06 23:48:48.1585 | Agent | Run Step Tool Call - Key:call_BnABsbCERaGjwM5u2GbfDyKv
2026-02-06 23:48:48.6147 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:48:41 +00:00
2026-02-06 23:48:48.6149 | Agent | Run Step Tool Call - Key:call_BnABsbCERaGjwM5u2GbfDyKv
2026-02-06 23:48:49.0657 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 23:48:41 +00:00
2026-02-06 23:48:49.0661 | Agent | Run Step Tool Call - Key:call_BnABsbCERaGjwM5u2GbfDyKv
2026-02-06 23:48:49.0701 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 23:48:49.2857 | Agent | Here is the updated guideline with code "G1":

- **ID:** f489aaef-0428-4200-aba4-39cc536cff39
- **Code:** G1
- **Text:** The Universal Robot cobot, Robotiq gripper, sensors, and GOM scanner which is Zeiss inspect equipment shall be used within manufacturer specified limits.
- **Creation Time:** 2026-02-06T23:48:04.086195Z
- **Last Update Time:** 2026-02-06T23:48:37.4325584Z
2026-02-06 23:48:49:2874 | Test | exit
2026-02-06 23:48:49.2876 | Agent | Exiting An orchestrator agent with digital twin agent, guideline agent and plan agent. chat...
2026-02-06 23:48:49.2881 | Agent | Deleting Sub Persistent Agent: DigitalTwinAgent...
2026-02-06 23:48:49.5775 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 23:48:49.5840 | Agent | Deleting Sub Persistent Agent: GuidelineAgent...
2026-02-06 23:48:49.7920 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 23:48:49.7922 | Agent | Deleting Sub Persistent Agent: PlanAgent...
2026-02-06 23:48:50.0065 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 23:48:50.2039 | Agent | Main Persistent agent deleted. Goodbye!
2026-02-06 23:48:50.4726 | Test | Finished An orchestrator agent with digital twin agent, guideline agent and plan agent. Multi-Agent Evaluation.
2026-02-06 23:48:50.4730 | System | Preparing to save evaluation results...
2026-02-06 23:48:50.4749 | System | Creating result folder: Result
2026-02-06 23:48:50.4751 | System | Result folder created at 24/01/2026 23:31:22.
2026-02-06 23:48:50.4752 | System | Serializing evaluation results to JSON...
2026-02-06 23:48:50.5141 | System | Writing results to file: Result\Result_20260206_234850_4749.json
2026-02-06 23:48:50.5195 | System | Result saved to Result\Result_20260206_234850_4749.json
2026-02-06 23:49:01.9388 | System | Result saved to Export_20260206_234850_9356.json
2026-02-06 23:49:02.0376 | System | Choose an option:
2026-02-06 23:49:02.0377 | System | 1 - Evaluate Agents
2026-02-06 23:49:02.0378 | System | 2 - Evaluate Multi Agents
2026-02-06 23:49:02.0379 | System | 3 - Exit
2026-02-06 23:49:02.0379 | System | Enter choice (1/2/3): 2026-02-06 23:49:04.7365 | System | Exiting...
