2026-02-01 23:11:55.5277 | System | Loading configuration...
2026-02-01 23:11:55.6035 | System | Configuration loaded successfully.
2026-02-01 23:11:55.6037 | System | Retrieving configuration model...
2026-02-01 23:11:55.6313 | System | Configuration model retrieved successfully.
2026-02-01 23:11:55.6317 | System | Setting up DefaultAzureCredential...
2026-02-01 23:11:55.7082 | System | DefaultAzureCredential setup completed.
2026-02-01 23:11:55.7085 | System | Configuring SecretClient...
2026-02-01 23:11:55.7130 | System | Secret Client configured successfully.
2026-02-01 23:11:55.7220 | System | Initializing Persistent Agents Client...
2026-02-01 23:11:55.7257 | System | Persistent Agents Client initialized successfully.
2026-02-01 23:11:55.7260 | System | Choose an option:
2026-02-01 23:11:55.7261 | System | 1 - Evaluate Agents
2026-02-01 23:11:55.7261 | System | 2 - Evaluate Multi Agents
2026-02-01 23:11:55.7263 | System | 3 - Exit
2026-02-01 23:11:55.7264 | System | Enter choice (1/2/3): 2026-02-01 23:11:58.2635 | System | Evaluating Guideline Agent
2026-02-01 23:11:58.2862 | Test | Evaluating GuidelineAgent using Tests\Agent\ga-test-d-8.json.
2026-02-01 23:11:58.3950 | Test | Loaded 5 prompts from JSON file.
2026-02-01 23:11:58.3951 | Test | Retrieving secret from Key Vault...
2026-02-01 23:12:01.6037 | Test | Creating ClientSecretCredential...
2026-02-01 23:12:01.6060 | Test | Validating scope...
2026-02-01 23:12:01.6061 | Test | Requesting access token...
2026-02-01 23:12:01.9730 | Test | Defining MCP Tool...
2026-02-01 23:12:01.9736 | Test | Creating Persistent Agent...
2026-02-01 23:12:05.4820 | Test | Persistent Agent Id: asst_G1RlmxEc970hrkmERJVeaFgS Name: GuidelineAgent Model: gpt-4o
2026-02-01 23:12:05.4823 | Test | Configuring MCP Tool Resource...
2026-02-01 23:12:05.4832 | Test | Creating Persistent Agent Thread...
2026-02-01 23:12:05.7811 | Test | Persistent Agent Thread Id: thread_pZOpXq7knVABW4Q0ViJokDJp
2026-02-01 23:12:05.7814 | Test | GuidelineAgent chat started. Type 'exit' to quit.
2026-02-01 23:12:05:7817 | Test | check what mcp tools this agent can use.
2026-02-01 23:12:05.7822 | Agent | Sending user message to Persistent Agent...
2026-02-01 23:12:06.1850 | Agent | Creating thread run...
2026-02-01 23:12:06.7492 | Agent | Thread run created with Id: run_6S0VYRSrwKH6k0gnA2WcHtzI. Monitoring run status...
2026-02-01 23:12:08.2362 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 01/02/2026 23:12:06 +00:00
2026-02-01 23:12:08.8581 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 01/02/2026 23:12:06 +00:00
2026-02-01 23:12:09.0844 | Agent | No annotations
2026-02-01 23:12:09.5314 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 01/02/2026 23:12:06 +00:00
2026-02-01 23:12:09.7218 | Agent | No annotations
2026-02-01 23:12:09.7242 | Agent | Retrieving messages from Persistent Agent...
2026-02-01 23:12:09.9355 | Agent | The agent can use the following MCP tools:

1. **create_guideline**: Create a new guideline with a specified code and text description.
2. **delete_guideline**: Delete an existing guideline using its unique identifier.
3. **get_guideline**: Retrieve a specific guideline by its unique identifier.
4. **search_guidelines**: Search for guidelines using optional code and text filters.
5. **update_guideline**: Update an existing guideline's code and/or text using its unique identifier.
6. **secure_check**: Check authorized access to Azure Cosmos DB's, IoT Hub's, Digital Twin's, and Azure AD's Endpoints.
2026-02-01 23:12:09:9397 | Test | create a new guideline g4. all hardware and software components shall be installed, configured, and commissioned according to manufacturer documentation and applicable safety standards.
2026-02-01 23:12:09.9405 | Agent | Sending user message to Persistent Agent...
2026-02-01 23:12:10.1414 | Agent | Creating thread run...
2026-02-01 23:12:10.6462 | Agent | Thread run created with Id: run_Ba23vHPlssu17f8caIqyaqeE. Monitoring run status...
2026-02-01 23:12:12.2436 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 01/02/2026 23:12:10 +00:00
2026-02-01 23:12:12.6649 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 01/02/2026 23:12:10 +00:00
2026-02-01 23:12:12.6673 | Agent | Run Step Tool Call - Key:call_PtTHW61hBauPUuhAjYfx1QCv
2026-02-01 23:12:13.0702 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 01/02/2026 23:12:10 +00:00
2026-02-01 23:12:13.0704 | Agent | Run Step Tool Call - Key:call_PtTHW61hBauPUuhAjYfx1QCv
2026-02-01 23:12:13.0706 | Agent | Tool approval required. Approving tools...
2026-02-01 23:12:13.0714 | Agent | Approving tool call with ID: call_PtTHW61hBauPUuhAjYfx1QCv, Name: create_guideline
2026-02-01 23:12:13.0723 | Agent | Submitting tool approvals...
2026-02-01 23:12:13.8886 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 01/02/2026 23:12:10 +00:00
2026-02-01 23:12:13.8913 | Agent | Run Step Tool Call - Key:call_PtTHW61hBauPUuhAjYfx1QCv
2026-02-01 23:12:14.3172 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 01/02/2026 23:12:10 +00:00
2026-02-01 23:12:14.3173 | Agent | Run Step Tool Call - Key:call_PtTHW61hBauPUuhAjYfx1QCv
2026-02-01 23:12:14.7360 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 01/02/2026 23:12:10 +00:00
2026-02-01 23:12:14.7397 | Agent | Run Step Tool Call - Key:call_PtTHW61hBauPUuhAjYfx1QCv
2026-02-01 23:12:15.1439 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 01/02/2026 23:12:10 +00:00
2026-02-01 23:12:15.1495 | Agent | Run Step Tool Call - Key:call_PtTHW61hBauPUuhAjYfx1QCv
2026-02-01 23:12:15.5789 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 01/02/2026 23:12:10 +00:00
2026-02-01 23:12:15.5791 | Agent | Run Step Tool Call - Key:call_PtTHW61hBauPUuhAjYfx1QCv
2026-02-01 23:12:15.5792 | Agent | Retrieving messages from Persistent Agent...
2026-02-01 23:12:15.7611 | Agent | The new guideline with code "g4" has been successfully created. It states: "All hardware and software components shall be installed, configured, and commissioned according to manufacturer documentation and applicable safety standards."
2026-02-01 23:12:15:7620 | Test | search for the g4 guideline.
2026-02-01 23:12:15.7620 | Agent | Sending user message to Persistent Agent...
2026-02-01 23:12:15.9535 | Agent | Creating thread run...
2026-02-01 23:12:16.3441 | Agent | Thread run created with Id: run_zMiwtXd6xtfwi51aO6xTPnLJ. Monitoring run status...
2026-02-01 23:12:17.5274 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 01/02/2026 23:12:16 +00:00
2026-02-01 23:12:17.9186 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 01/02/2026 23:12:16 +00:00
2026-02-01 23:12:17.9302 | Agent | Run Step Tool Call - Key:call_PEoOxE5Ph10cCFl2PfSefpsZ
2026-02-01 23:12:17.9303 | Agent | Tool approval required. Approving tools...
2026-02-01 23:12:17.9329 | Agent | Approving tool call with ID: call_PEoOxE5Ph10cCFl2PfSefpsZ, Name: search_guidelines
2026-02-01 23:12:17.9332 | Agent | Submitting tool approvals...
2026-02-01 23:12:18.7705 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 01/02/2026 23:12:16 +00:00
2026-02-01 23:12:18.7707 | Agent | Run Step Tool Call - Key:call_PEoOxE5Ph10cCFl2PfSefpsZ
2026-02-01 23:12:19.1781 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 01/02/2026 23:12:16 +00:00
2026-02-01 23:12:19.1787 | Agent | Run Step Tool Call - Key:call_PEoOxE5Ph10cCFl2PfSefpsZ
2026-02-01 23:12:19.6563 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 01/02/2026 23:12:16 +00:00
2026-02-01 23:12:19.6569 | Agent | Run Step Tool Call - Key:call_PEoOxE5Ph10cCFl2PfSefpsZ
2026-02-01 23:12:20.0987 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 01/02/2026 23:12:16 +00:00
2026-02-01 23:12:20.0997 | Agent | Run Step Tool Call - Key:call_PEoOxE5Ph10cCFl2PfSefpsZ
2026-02-01 23:12:20.4940 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 01/02/2026 23:12:16 +00:00
2026-02-01 23:12:20.4961 | Agent | Run Step Tool Call - Key:call_PEoOxE5Ph10cCFl2PfSefpsZ
2026-02-01 23:12:20.9230 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 01/02/2026 23:12:16 +00:00
2026-02-01 23:12:20.9232 | Agent | Run Step Tool Call - Key:call_PEoOxE5Ph10cCFl2PfSefpsZ
2026-02-01 23:12:20.9233 | Agent | Retrieving messages from Persistent Agent...
2026-02-01 23:12:21.1131 | Agent | The guideline with code "g4" has been found. Here are the details:

- **ID**: 85ef0101-d3a2-4a80-83c3-3ce5022e569e
- **Text**: All hardware and software components shall be installed, configured, and commissioned according to manufacturer documentation and applicable safety standards.
- **Created Time**: 2026-02-01T23:12:13.2677333Z
- **Updated Time**: 2026-02-01T23:12:13.2677335Z
2026-02-01 23:12:21:1313 | Test | get the g4 guideline.
2026-02-01 23:12:21.1321 | Agent | Sending user message to Persistent Agent...
2026-02-01 23:12:21.3506 | Agent | Creating thread run...
2026-02-01 23:12:21.7488 | Agent | Thread run created with Id: run_a9Du5bbd7OYpzcxqRym9v01t. Monitoring run status...
2026-02-01 23:12:26.8933 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 01/02/2026 23:12:25 +00:00
2026-02-01 23:12:26.8938 | Agent | Run Step Tool Call - Key:call_6TfCnGPi3rPHK6a1Unc3Pp6d
2026-02-01 23:12:27.2973 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 01/02/2026 23:12:25 +00:00
2026-02-01 23:12:27.2975 | Agent | Run Step Tool Call - Key:call_6TfCnGPi3rPHK6a1Unc3Pp6d
2026-02-01 23:12:27.2975 | Agent | Tool approval required. Approving tools...
2026-02-01 23:12:27.2976 | Agent | Approving tool call with ID: call_6TfCnGPi3rPHK6a1Unc3Pp6d, Name: get_guideline
2026-02-01 23:12:27.2977 | Agent | Submitting tool approvals...
2026-02-01 23:12:28.0446 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 01/02/2026 23:12:25 +00:00
2026-02-01 23:12:28.0459 | Agent | Run Step Tool Call - Key:call_6TfCnGPi3rPHK6a1Unc3Pp6d
2026-02-01 23:12:28.4761 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 01/02/2026 23:12:25 +00:00
2026-02-01 23:12:28.4803 | Agent | Run Step Tool Call - Key:call_6TfCnGPi3rPHK6a1Unc3Pp6d
2026-02-01 23:12:28.8988 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 01/02/2026 23:12:25 +00:00
2026-02-01 23:12:28.9169 | Agent | Run Step Tool Call - Key:call_6TfCnGPi3rPHK6a1Unc3Pp6d
2026-02-01 23:12:29.3095 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 01/02/2026 23:12:25 +00:00
2026-02-01 23:12:29.3097 | Agent | Run Step Tool Call - Key:call_6TfCnGPi3rPHK6a1Unc3Pp6d
2026-02-01 23:12:29.7253 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 01/02/2026 23:12:25 +00:00
2026-02-01 23:12:29.7285 | Agent | Run Step Tool Call - Key:call_6TfCnGPi3rPHK6a1Unc3Pp6d
2026-02-01 23:12:30.1283 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 01/02/2026 23:12:25 +00:00
2026-02-01 23:12:30.1286 | Agent | Run Step Tool Call - Key:call_6TfCnGPi3rPHK6a1Unc3Pp6d
2026-02-01 23:12:30.5161 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 01/02/2026 23:12:25 +00:00
2026-02-01 23:12:30.5174 | Agent | Run Step Tool Call - Key:call_6TfCnGPi3rPHK6a1Unc3Pp6d
2026-02-01 23:12:30.5174 | Agent | Retrieving messages from Persistent Agent...
2026-02-01 23:12:30.6968 | Agent | Here are the details of the guideline with code "g4":

- **ID**: 85ef0101-d3a2-4a80-83c3-3ce5022e569e
- **Code**: g4
- **Text**: All hardware and software components shall be installed, configured, and commissioned according to manufacturer documentation and applicable safety standards.
- **Created Time**: 2026-02-01T23:12:13.2677333Z
- **Updated Time**: 2026-02-01T23:12:13.2677335Z
2026-02-01 23:12:30:6971 | Test | exit
2026-02-01 23:12:30.6971 | Agent | Exiting GuidelineAgent chat...
2026-02-01 23:12:31.0832 | Agent | Persistent agent deleted. Goodbye!
2026-02-01 23:12:31.3068 | Test | Finished GuidelineAgent Agent Evaluation.
2026-02-01 23:12:31.3097 | System | Preparing to save evaluation results...
2026-02-01 23:12:31.3125 | System | Creating result folder: Result
2026-02-01 23:12:31.3127 | System | Result folder created at 24/01/2026 23:31:22.
2026-02-01 23:12:31.3128 | System | Serializing evaluation results to JSON...
2026-02-01 23:12:31.3460 | System | Writing results to file: Result\Result_20260201_231231_3125.json
2026-02-01 23:12:31.3488 | System | Result saved to Result\Result_20260201_231231_3125.json
2026-02-01 23:12:35.1462 | System | Result saved to Export_20260201_231231_5954.json
2026-02-01 23:12:35.2247 | System | Choose an option:
2026-02-01 23:12:35.2253 | System | 1 - Evaluate Agents
2026-02-01 23:12:35.2255 | System | 2 - Evaluate Multi Agents
2026-02-01 23:12:35.2255 | System | 3 - Exit
2026-02-01 23:12:35.2255 | System | Enter choice (1/2/3): 2026-02-01 23:15:17.5935 | System | Exiting...
