2026-02-06 18:33:18.6163 | System | Loading configuration...
2026-02-06 18:33:18.8325 | System | Configuration loaded successfully.
2026-02-06 18:33:18.8329 | System | Retrieving configuration model...
2026-02-06 18:33:18.9103 | System | Configuration model retrieved successfully.
2026-02-06 18:33:18.9110 | System | Setting up DefaultAzureCredential...
2026-02-06 18:33:19.1011 | System | DefaultAzureCredential setup completed.
2026-02-06 18:33:19.1015 | System | Configuring SecretClient...
2026-02-06 18:33:19.1082 | System | Secret Client configured successfully.
2026-02-06 18:33:19.1119 | System | Initializing Persistent Agents Client...
2026-02-06 18:33:19.1193 | System | Persistent Agents Client initialized successfully.
2026-02-06 18:33:19.1197 | System | Choose an option:
2026-02-06 18:33:19.1200 | System | 1 - Evaluate Agents
2026-02-06 18:33:19.1202 | System | 2 - Evaluate Multi Agents
2026-02-06 18:33:19.1203 | System | 3 - Exit
2026-02-06 18:33:19.1205 | System | Enter choice (1/2/3): 2026-02-06 18:33:23.6908 | System | Evaluating Plan Multi Agent
2026-02-06 18:33:23.7236 | Test | Evaluating An orchestrator agent with digital twin agent, guideline agent and plan agent. using Tests\Multi-Agent\ma-pa-test-a-10.json.
2026-02-06 18:33:23.8437 | Test | Loaded 15 prompts from JSON file.
2026-02-06 18:33:23.8445 | Test | Creating Sub Persistent Agent: DigitalTwinAgent...
2026-02-06 18:33:23.8447 | Test | Retrieving secret from Key Vault...
2026-02-06 18:33:25.8595 | Test | Creating ClientSecretCredential...
2026-02-06 18:33:25.8604 | Test | Validating scope...
2026-02-06 18:33:25.8608 | Test | Requesting access token...
2026-02-06 18:33:26.2288 | Test | Defining MCP Tool...
2026-02-06 18:33:26.2293 | Test | Creating Sub Persistent Agent...
2026-02-06 18:33:34.2242 | Test | Sub Persistent Agent Id: asst_QHeBNqrIFkJoyJCFsaQtLOZ8 Name: DigitalTwinAgent Model: gpt-4o
2026-02-06 18:33:34.2311 | Test | Defining Handle Digital Twin realted tasks using their digital twin id.
2026-02-06 18:33:34.2323 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 18:33:34.2327 | Test | Configuring MCP Tool Resource...
2026-02-06 18:33:34.2334 | Test | Creating Sub Persistent Agent: GuidelineAgent...
2026-02-06 18:33:34.2336 | Test | Retrieving secret from Key Vault...
2026-02-06 18:33:34.3775 | Test | Creating ClientSecretCredential...
2026-02-06 18:33:34.3777 | Test | Validating scope...
2026-02-06 18:33:34.3778 | Test | Requesting access token...
2026-02-06 18:33:34.4681 | Test | Defining MCP Tool...
2026-02-06 18:33:34.4809 | Test | Creating Sub Persistent Agent...
2026-02-06 18:33:34.7383 | Test | Sub Persistent Agent Id: asst_y2wdPMxgbD0fRyQbf2ybnaOC Name: GuidelineAgent Model: gpt-4o
2026-02-06 18:33:34.7388 | Test | Defining Provide guidelines and best practices.
2026-02-06 18:33:34.7389 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 18:33:34.7391 | Test | Configuring MCP Tool Resource...
2026-02-06 18:33:34.7393 | Test | Creating Sub Persistent Agent: PlanAgent...
2026-02-06 18:33:34.7395 | Test | Retrieving secret from Key Vault...
2026-02-06 18:33:34.7964 | Test | Creating ClientSecretCredential...
2026-02-06 18:33:34.7967 | Test | Validating scope...
2026-02-06 18:33:34.7968 | Test | Requesting access token...
2026-02-06 18:33:34.8993 | Test | Defining MCP Tool...
2026-02-06 18:33:34.8998 | Test | Creating Sub Persistent Agent...
2026-02-06 18:33:35.1419 | Test | Sub Persistent Agent Id: asst_DZoOoWcNkP1qKtAnRzCYd3UE Name: PlanAgent Model: gpt-4o
2026-02-06 18:33:35.1421 | Test | Defining Create action plans based on the context provided.
2026-02-06 18:33:35.1422 | Test | Adding Sub Persistent Agent to Connected Agent Tool Definition List...
2026-02-06 18:33:35.1423 | Test | Configuring MCP Tool Resource...
2026-02-06 18:33:35.1425 | Test | Creating Main Persistent Agent...
2026-02-06 18:33:35.3434 | Test | Main Persistent Agent Id: asst_X0v3xsORU96JoBi6egg9X7gh Name: MainAgent Model: gpt-4o
2026-02-06 18:33:35.3436 | Test | Creating Persistent Agent Thread...
2026-02-06 18:33:35.5675 | Test | Persistent Agent Thread Id: thread_pVrSMV9apC4R6snoYA7zgzH7
2026-02-06 18:33:35.5681 | Test | An orchestrator agent with digital twin agent, guideline agent and plan agent. chat started. Type 'exit' to quit.
2026-02-06 18:33:35:5682 | Test | get all agents available for this agent
2026-02-06 18:33:35.5682 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 18:33:35.8244 | Agent | Creating thread run...
2026-02-06 18:33:36.3477 | Agent | Thread run created with Id: run_Wvy0LN1NbK8E3iqlcsf5kUCU. Monitoring run status...
2026-02-06 18:33:37.2002 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 18:33:36 +00:00
2026-02-06 18:33:37.8169 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 18:33:36 +00:00
2026-02-06 18:33:38.4631 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 18:33:36 +00:00
2026-02-06 18:33:38.6449 | Agent | No annotations
2026-02-06 18:33:38.6454 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 18:33:38.8366 | 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.
2026-02-06 18:33:38:8378 | Test | get all mcp tools available for this agent
2026-02-06 18:33:38.8379 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 18:33:39.0725 | Agent | Creating thread run...
2026-02-06 18:33:39.5286 | Agent | Thread run created with Id: run_2gTK5ipbIA7FmQSPnzG3yDCA. Monitoring run status...
2026-02-06 18:33:40.3552 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 18:33:39 +00:00
2026-02-06 18:33:40.5646 | Agent | No annotations
2026-02-06 18:33:40.9891 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 18:33:39 +00:00
2026-02-06 18:33:41.1909 | Agent | No annotations
2026-02-06 18:33:41.1936 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 18:33:41.3887 | Agent | Here are the MCP tools available 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 18:33:41:3998 | Test | get all mcp tools available for plan agent
2026-02-06 18:33:41.3999 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 18:33:41.6153 | Agent | Creating thread run...
2026-02-06 18:33:42.0633 | Agent | Thread run created with Id: run_SAqoGHI2nasNi0qsj2gYn6Cb. Monitoring run status...
2026-02-06 18:33:42.8952 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 18:33:42 +00:00
2026-02-06 18:33:43.5160 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 18:33:42 +00:00
2026-02-06 18:33:43.7032 | Agent | No annotations
2026-02-06 18:33:44.1209 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 18:33:42 +00:00
2026-02-06 18:33:44.3100 | Agent | No annotations
2026-02-06 18:33:44.3140 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 18:33:44.5110 | Agent | The PlanAgent itself is a tool within the MCP framework, and it does not have sub-tools. It is specifically designed to create action plans based on the context provided. If you have a specific task or query related to planning, you can directly use the PlanAgent for that purpose.
2026-02-06 18:33:44:5132 | Test | create a new plan p10, for pharmaceutical batch inspection.
2026-02-06 18:33:44.5132 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 18:33:44.7166 | Agent | Creating thread run...
2026-02-06 18:33:45.1843 | Agent | Thread run created with Id: run_OmBbWrQEK5fxOKPovfQE83cA. Monitoring run status...
2026-02-06 18:33:45.9938 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:45 +00:00
2026-02-06 18:33:46.4409 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:45 +00:00
2026-02-06 18:33:46.8503 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:45 +00:00
2026-02-06 18:33:47.2639 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:45 +00:00
2026-02-06 18:33:47.6663 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:45 +00:00
2026-02-06 18:33:48.0788 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:45 +00:00
2026-02-06 18:33:48.4979 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:45 +00:00
2026-02-06 18:33:48.9037 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:45 +00:00
2026-02-06 18:33:49.3029 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:45 +00:00
2026-02-06 18:33:49.7498 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:45 +00:00
2026-02-06 18:33:50.1720 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:45 +00:00
2026-02-06 18:33:50.5849 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:45 +00:00
2026-02-06 18:33:51.3191 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:45 +00:00
2026-02-06 18:33:51.7080 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:45 +00:00
2026-02-06 18:33:52.1359 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:45 +00:00
2026-02-06 18:33:52.5502 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:45 +00:00
2026-02-06 18:33:52.9410 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:45 +00:00
2026-02-06 18:33:53.3611 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:45 +00:00
2026-02-06 18:33:53.8140 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:45 +00:00
2026-02-06 18:33:54.2388 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:45 +00:00
2026-02-06 18:33:54.6782 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:45 +00:00
2026-02-06 18:33:55.0764 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:45 +00:00
2026-02-06 18:33:55.5005 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:45 +00:00
2026-02-06 18:33:56.0214 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:45 +00:00
2026-02-06 18:33:56.4797 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:45 +00:00
2026-02-06 18:33:56.9293 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:45 +00:00
2026-02-06 18:33:57.3693 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:33:45 +00:00
2026-02-06 18:33:57.3696 | Agent | Run Step Tool Call - Key:call_Yk1Ta0ZEIesQB88QwipOZtOu
2026-02-06 18:33:57.7892 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:33:45 +00:00
2026-02-06 18:33:57.7940 | Agent | Run Step Tool Call - Key:call_Yk1Ta0ZEIesQB88QwipOZtOu
2026-02-06 18:33:57.7942 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 18:33:57.9738 | Agent | The plan "P10" for pharmaceutical batch inspection has been successfully created. This plan is designed to ensure quality and compliance with industry standards. If you need to add specific steps or make further modifications, please let me know!
2026-02-06 18:33:57:9755 | Test | search for p10 plan.
2026-02-06 18:33:57.9756 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 18:33:58.2252 | Agent | Creating thread run...
2026-02-06 18:33:58.6636 | Agent | Thread run created with Id: run_ZtwfjRiBTgm05us5YrAdtmMs. Monitoring run status...
2026-02-06 18:33:59.8140 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:00.3019 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:00.7167 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:01.1782 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:01.6380 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:02.0440 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:02.4611 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:02.8539 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:03.2490 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:03.6540 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:04.1379 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:04.5281 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:04.9339 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:05.3301 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:05.7375 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:06.1425 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:06.5412 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:06.9507 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:07.3480 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:07.7873 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:08.1845 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:08.5790 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:08.9938 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:09.4040 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:10.0169 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:10.4111 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:10.8767 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:10.8778 | Agent | Run Step Tool Call - Key:call_2MyjWOAzgeWU0CeUrsZiGzxo
2026-02-06 18:34:11.3369 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:11.3405 | Agent | Run Step Tool Call - Key:call_2MyjWOAzgeWU0CeUrsZiGzxo
2026-02-06 18:34:11.7680 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:33:59 +00:00
2026-02-06 18:34:11.7707 | Agent | Run Step Tool Call - Key:call_2MyjWOAzgeWU0CeUrsZiGzxo
2026-02-06 18:34:11.7708 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 18:34:11.9534 | Agent | The plan "P10" for pharmaceutical batch inspection has been found. Here are the details:

- **Name**: P10
- **Description**: Pharmaceutical batch inspection plan to ensure quality and compliance with industry standards.
- **ID**: 27102932-c452-4fc7-92d8-6e3368422a86

If you need further information or modifications, feel free to let me know!
2026-02-06 18:34:11:9551 | Test | get the p10 plan.
2026-02-06 18:34:11.9552 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 18:34:12.1596 | Agent | Creating thread run...
2026-02-06 18:34:12.5570 | Agent | Thread run created with Id: run_HDcr9g9qNcu4PNsaPGkzr8Fm. Monitoring run status...
2026-02-06 18:34:13.3496 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:13 +00:00
2026-02-06 18:34:13.7510 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:13 +00:00
2026-02-06 18:34:14.1836 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:13 +00:00
2026-02-06 18:34:14.6017 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:13 +00:00
2026-02-06 18:34:15.0571 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:13 +00:00
2026-02-06 18:34:15.4622 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:13 +00:00
2026-02-06 18:34:15.8836 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:13 +00:00
2026-02-06 18:34:16.3240 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:13 +00:00
2026-02-06 18:34:16.7991 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:13 +00:00
2026-02-06 18:34:17.1861 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:13 +00:00
2026-02-06 18:34:17.6320 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:13 +00:00
2026-02-06 18:34:18.0625 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:13 +00:00
2026-02-06 18:34:18.5056 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:13 +00:00
2026-02-06 18:34:18.9235 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:13 +00:00
2026-02-06 18:34:19.4548 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:13 +00:00
2026-02-06 18:34:19.4633 | Agent | Run Step Tool Call - Key:call_WniHMPcVKyvdm0WcMiE9Rv7K
2026-02-06 18:34:19.8907 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:34:13 +00:00
2026-02-06 18:34:19.8933 | Agent | Run Step Tool Call - Key:call_WniHMPcVKyvdm0WcMiE9Rv7K
2026-02-06 18:34:20.3413 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:34:13 +00:00
2026-02-06 18:34:20.3423 | Agent | Run Step Tool Call - Key:call_WniHMPcVKyvdm0WcMiE9Rv7K
2026-02-06 18:34:20.7519 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:34:13 +00:00
2026-02-06 18:34:20.7537 | Agent | Run Step Tool Call - Key:call_WniHMPcVKyvdm0WcMiE9Rv7K
2026-02-06 18:34:20.7538 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 18:34:20.9413 | Agent | Here are the details of the plan "P10":

- **Name**: P10
- **Description**: Pharmaceutical batch inspection plan to ensure quality and compliance with industry standards.
- **ID**: 27102932-c452-4fc7-92d8-6e3368422a86
- **Creation Time**: 2026-02-06T18:33:51.0366723Z
- **Last Update Time**: 2026-02-06T18:33:51.0366728Z

Currently, there are no steps added to this plan. If you need to add steps or make any changes, please let me know!
2026-02-06 18:34:20:9419 | Test | update the p10 plan to include vial weight verification checks.
2026-02-06 18:34:20.9419 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 18:34:21.1622 | Agent | Creating thread run...
2026-02-06 18:34:21.5863 | Agent | Thread run created with Id: run_BlVIeNIY52wfVAIfnOIfBoAU. Monitoring run status...
2026-02-06 18:34:22.4183 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:22 +00:00
2026-02-06 18:34:22.8191 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:22 +00:00
2026-02-06 18:34:23.2884 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:22 +00:00
2026-02-06 18:34:23.7016 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:22 +00:00
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2026-02-06 18:34:33.2161 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:22 +00:00
2026-02-06 18:34:33.6011 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:34:22 +00:00
2026-02-06 18:34:33.6112 | Agent | Run Step Tool Call - Key:call_nnlbNfRITWCAckPI03J6EIIb
2026-02-06 18:34:34.0440 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:34:22 +00:00
2026-02-06 18:34:34.0447 | Agent | Run Step Tool Call - Key:call_nnlbNfRITWCAckPI03J6EIIb
2026-02-06 18:34:34.4743 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:34:22 +00:00
2026-02-06 18:34:34.4758 | Agent | Run Step Tool Call - Key:call_nnlbNfRITWCAckPI03J6EIIb
2026-02-06 18:34:34.4766 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 18:34:34.6842 | Agent | The plan "P10" has been successfully updated to include vial weight verification checks. The updated description is:

"Pharmaceutical batch inspection plan to ensure quality and compliance with industry standards, including vial weight verification checks."

If you need further modifications or wish to add specific steps, please let me know!
2026-02-06 18:34:34:6873 | Test | create a new step in p10 plan, called visual defect inspection step.
2026-02-06 18:34:34.6874 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 18:34:34.8864 | Agent | Creating thread run...
2026-02-06 18:34:35.3297 | Agent | Thread run created with Id: run_VlRUL44YshDt5O27fmfmNVet. Monitoring run status...
2026-02-06 18:34:36.5166 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:35 +00:00
2026-02-06 18:34:36.9516 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:35 +00:00
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2026-02-06 18:34:42.3601 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:35 +00:00
2026-02-06 18:34:42.7964 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:34:35 +00:00
2026-02-06 18:34:42.7972 | Agent | Run Step Tool Call - Key:call_UoKrkn93PZsVfgdB5Q46YvL8
2026-02-06 18:34:43.2937 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:34:35 +00:00
2026-02-06 18:34:43.2948 | Agent | Run Step Tool Call - Key:call_UoKrkn93PZsVfgdB5Q46YvL8
2026-02-06 18:34:43.7210 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:34:35 +00:00
2026-02-06 18:34:43.7239 | Agent | Run Step Tool Call - Key:call_UoKrkn93PZsVfgdB5Q46YvL8
2026-02-06 18:34:43.7239 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 18:34:43.9382 | Agent | The "Visual Defect Inspection Step" has been successfully added to the plan "P10". Here are the details of the step:

- **Step Name**: Visual Defect Inspection Step
- **Description**: Inspect vials visually for any defects such as cracks, discoloration, or foreign particles. Ensure all vials meet the visual quality standards before proceeding to the next step.

If you need to add more steps or make further modifications, please let me know!
2026-02-06 18:34:43:9413 | Test | add a new state to plan p10 step 1, with camera system confidence score property value set to 0.94.
2026-02-06 18:34:43.9414 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 18:34:44.1751 | Agent | Creating thread run...
2026-02-06 18:34:44.6042 | Agent | Thread run created with Id: run_hBiZRVf5HINkT5YY2briNdWg. Monitoring run status...
2026-02-06 18:34:45.8614 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:45 +00:00
2026-02-06 18:34:46.2449 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:45 +00:00
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2026-02-06 18:34:51.5785 | Agent | Run Step Tool Call - Key:call_9l0sGiOyE68aN3Luxof7ovNn
2026-02-06 18:34:52.0016 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:34:45 +00:00
2026-02-06 18:34:52.0113 | Agent | Run Step Tool Call - Key:call_9l0sGiOyE68aN3Luxof7ovNn
2026-02-06 18:34:52.4192 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:34:45 +00:00
2026-02-06 18:34:52.4216 | Agent | Run Step Tool Call - Key:call_9l0sGiOyE68aN3Luxof7ovNn
2026-02-06 18:34:52.9337 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:34:45 +00:00
2026-02-06 18:34:52.9391 | Agent | Run Step Tool Call - Key:call_9l0sGiOyE68aN3Luxof7ovNn
2026-02-06 18:34:52.9391 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 18:34:53.1320 | Agent | A new state condition has been successfully added to step 1 of plan "P10". The details are as follows:

- **Step Name**: Visual Defect Inspection Step
- **State Condition**: 
  - **Twin ID**: camera_system
  - **Property**: confidence_score
  - **Required Value**: 0.94

This condition ensures that the camera system's confidence score must be 0.94 for the step to proceed. If you need further adjustments or additions, please let me know!
2026-02-06 18:34:53:1324 | Test | add a new on-task true condition for plan p10 step 1 with a ur cobot open popup control, with the payload popup text value: 'visual inspection passed, continue batch processing.'
2026-02-06 18:34:53.1324 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 18:34:53.3323 | Agent | Creating thread run...
2026-02-06 18:34:53.8570 | Agent | Thread run created with Id: run_A6tvKttCgiTdF4DO9blGPH47. Monitoring run status...
2026-02-06 18:34:54.6652 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:54 +00:00
2026-02-06 18:34:55.0549 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:54 +00:00
2026-02-06 18:34:55.4845 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:54 +00:00
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2026-02-06 18:35:04.5772 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:54 +00:00
2026-02-06 18:35:05.0366 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:54 +00:00
2026-02-06 18:35:05.4276 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:54 +00:00
2026-02-06 18:35:05.8684 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:34:54 +00:00
2026-02-06 18:35:06.3178 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:34:54 +00:00
2026-02-06 18:35:06.3201 | Agent | Run Step Tool Call - Key:call_tjd39VWduYtoqcxkOALtQDnh
2026-02-06 18:35:06.7797 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:34:54 +00:00
2026-02-06 18:35:06.7862 | Agent | Run Step Tool Call - Key:call_tjd39VWduYtoqcxkOALtQDnh
2026-02-06 18:35:07.2013 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:34:54 +00:00
2026-02-06 18:35:07.2039 | Agent | Run Step Tool Call - Key:call_tjd39VWduYtoqcxkOALtQDnh
2026-02-06 18:35:07.2072 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 18:35:07.4046 | Agent | An "on-true" task has been successfully added to step 1 of plan "P10". Here are the details:

- **Step Name**: Visual Defect Inspection Step
- **On-True Task**:
  - **Twin ID**: ur_cobot
  - **Command**: control_show_popup
  - **Payload**: 
    - **Property**: popup_text
    - **Value**: Visual inspection passed, continue batch processing.

This task will trigger a popup on the UR cobot indicating that the visual inspection has passed and batch processing can continue. If you need further modifications or additions, please let me know!
2026-02-06 18:35:07:4097 | Test | add a new on-task false condition for plan p10 step 1 with a ur cobot open popup control, with the payload popup text value: 'defect detected, isolate affected vials.'
2026-02-06 18:35:07.4097 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 18:35:07.6143 | Agent | Creating thread run...
2026-02-06 18:35:08.0621 | Agent | Thread run created with Id: run_FgnFHCzgwb8RyfwZo5qgTEJd. Monitoring run status...
2026-02-06 18:35:11.8415 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:35:11 +00:00
2026-02-06 18:35:12.2347 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:35:11 +00:00
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2026-02-06 18:35:18.5602 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:35:11 +00:00
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2026-02-06 18:35:21.8276 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:35:11 +00:00
2026-02-06 18:35:22.2362 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:35:11 +00:00
2026-02-06 18:35:22.6411 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:35:11 +00:00
2026-02-06 18:35:23.0439 | Agent | Last Run Step: tool_calls Status: failed CreatedAt: 06/02/2026 18:35:11 +00:00
2026-02-06 18:35:23.0467 | Agent | Run Step Tool Call - Key:call_vDSKoajaOOyfoq51Rq4kbYzC
2026-02-06 18:35:23.0472 | Agent | Submitting tool approvals...
2026-02-06 18:35:23.1005 | System | Run did not complete successfully, error: Error: rate_limit_exceeded; 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 3 seconds. To increase your default rate limit, visit: https://aka.ms/oai/quotaincrease.
2026-02-06 18:35:23.1015 | System | Token rate limit exceeded; Manual delay of 1 minute.
2026-02-06 18:36:23.1023 | Agent | Creating thread run...
2026-02-06 18:36:23.7755 | Agent | Thread run created with Id: run_J2aDnxdpPlCdO6yLAeiuOd1s. Monitoring run status...
2026-02-06 18:36:24.7679 | Agent | Last Run Step: message_creation Status: in_progress CreatedAt: 06/02/2026 18:36:24 +00:00
2026-02-06 18:36:24.9646 | Agent | No annotations
2026-02-06 18:36:25.4028 | Agent | Last Run Step: message_creation Status: completed CreatedAt: 06/02/2026 18:36:24 +00:00
2026-02-06 18:36:25.5890 | Agent | No annotations
2026-02-06 18:36:25.5928 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 18:36:25.9769 | Agent | It seems there was an issue with processing the request due to rate limits. Please wait a few moments and try again. If you have any other requests or need further assistance, feel free to let me know!
2026-02-06 18:36:25:9771 | Test | get step 1 of the p10 plan.
2026-02-06 18:36:25.9787 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 18:36:26.5015 | Agent | Creating thread run...
2026-02-06 18:36:26.9643 | Agent | Thread run created with Id: run_fSYzLBIO76LCfdkWf11APiQJ. Monitoring run status...
2026-02-06 18:36:27.8032 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:27 +00:00
2026-02-06 18:36:28.2178 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:27 +00:00
2026-02-06 18:36:28.6931 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:27 +00:00
2026-02-06 18:36:29.1536 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:27 +00:00
2026-02-06 18:36:29.5481 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:27 +00:00
2026-02-06 18:36:29.9610 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:27 +00:00
2026-02-06 18:36:30.3850 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:27 +00:00
2026-02-06 18:36:30.7785 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:27 +00:00
2026-02-06 18:36:31.1981 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:27 +00:00
2026-02-06 18:36:31.6682 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:27 +00:00
2026-02-06 18:36:32.0990 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:27 +00:00
2026-02-06 18:36:32.5443 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:27 +00:00
2026-02-06 18:36:32.9477 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:27 +00:00
2026-02-06 18:36:33.3763 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:27 +00:00
2026-02-06 18:36:33.8368 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:36:27 +00:00
2026-02-06 18:36:33.8374 | Agent | Run Step Tool Call - Key:call_YbNhJHbpgrArcRvHr1SLcAfG
2026-02-06 18:36:34.2353 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:36:27 +00:00
2026-02-06 18:36:34.2355 | Agent | Run Step Tool Call - Key:call_YbNhJHbpgrArcRvHr1SLcAfG
2026-02-06 18:36:34.6613 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:36:27 +00:00
2026-02-06 18:36:34.6621 | Agent | Run Step Tool Call - Key:call_YbNhJHbpgrArcRvHr1SLcAfG
2026-02-06 18:36:35.1023 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:36:27 +00:00
2026-02-06 18:36:35.1025 | Agent | Run Step Tool Call - Key:call_YbNhJHbpgrArcRvHr1SLcAfG
2026-02-06 18:36:35.5578 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:36:27 +00:00
2026-02-06 18:36:35.5580 | Agent | Run Step Tool Call - Key:call_YbNhJHbpgrArcRvHr1SLcAfG
2026-02-06 18:36:35.9600 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:36:27 +00:00
2026-02-06 18:36:35.9603 | Agent | Run Step Tool Call - Key:call_YbNhJHbpgrArcRvHr1SLcAfG
2026-02-06 18:36:35.9605 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 18:36:36.3413 | Agent | Here are the details of step 1 in plan "P10":

- **Step Name**: Visual Defect Inspection Step
- **Description**: Inspect vials visually for any defects such as cracks, discoloration, or foreign particles. Ensure all vials meet the visual quality standards before proceeding to the next step.

**State Conditions**:
- **Twin ID**: camera_system
- **Property**: confidence_score
- **Required Value**: 0.94

**On-True Task**:
- **Twin ID**: ur_cobot
- **Command**: control_show_popup
- **Payload**:
  - **Property**: popup_text
  - **Value**: Visual inspection passed, continue batch processing.

**On-False Task**:
- **Twin ID**: ur_cobot
- **Command**: control_show_popup
- **Payload**:
  - **Property**: popup_text
  - **Value**: Defect detected, isolate affected vials.

If you need further modifications or additions, please let me know!
2026-02-06 18:36:36:3421 | Test | add a new step to p10 to perform random sampling weight verification.
2026-02-06 18:36:36.3422 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 18:36:36.5714 | Agent | Creating thread run...
2026-02-06 18:36:37.0454 | Agent | Thread run created with Id: run_72cBXhPAfqpKBPZ3nZOILwWD. Monitoring run status...
2026-02-06 18:36:37.8345 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:37 +00:00
2026-02-06 18:36:38.2257 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:37 +00:00
2026-02-06 18:36:38.6175 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:37 +00:00
2026-02-06 18:36:39.0688 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:37 +00:00
2026-02-06 18:36:39.4939 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:37 +00:00
2026-02-06 18:36:39.9098 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:37 +00:00
2026-02-06 18:36:40.2949 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:37 +00:00
2026-02-06 18:36:40.6956 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:37 +00:00
2026-02-06 18:36:41.1060 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:37 +00:00
2026-02-06 18:36:41.5063 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:37 +00:00
2026-02-06 18:36:41.9042 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:37 +00:00
2026-02-06 18:36:42.2913 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:37 +00:00
2026-02-06 18:36:42.6939 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:37 +00:00
2026-02-06 18:36:43.0915 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:37 +00:00
2026-02-06 18:36:43.6033 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:37 +00:00
2026-02-06 18:36:44.0056 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:36:37 +00:00
2026-02-06 18:36:44.0074 | Agent | Run Step Tool Call - Key:call_mcjL29bZqaNZgzB6KBFgU1eP
2026-02-06 18:36:44.4821 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:36:37 +00:00
2026-02-06 18:36:44.4837 | Agent | Run Step Tool Call - Key:call_mcjL29bZqaNZgzB6KBFgU1eP
2026-02-06 18:36:44.9834 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:36:37 +00:00
2026-02-06 18:36:44.9841 | Agent | Run Step Tool Call - Key:call_mcjL29bZqaNZgzB6KBFgU1eP
2026-02-06 18:36:44.9842 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 18:36:45.3669 | Agent | The "Random Sampling Weight Verification" step has been successfully added to plan "P10". Here are the details of the new step:

- **Step Name**: Random Sampling Weight Verification
- **Description**: Perform random sampling of vials to verify their weight. Ensure that the sampled vials meet the specified weight criteria to maintain batch consistency.

If you need to add conditions, tasks, or make further modifications, please let me know!
2026-02-06 18:36:45:3679 | Test | get p10 plan.
2026-02-06 18:36:45.3688 | Agent | Sending test message to Main Persistent Agent...
2026-02-06 18:36:45.5760 | Agent | Creating thread run...
2026-02-06 18:36:46.0288 | Agent | Thread run created with Id: run_SzAKYRSmbgHnaW087iVrPjMH. Monitoring run status...
2026-02-06 18:36:46.7878 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:46 +00:00
2026-02-06 18:36:47.1836 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:46 +00:00
2026-02-06 18:36:47.6260 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:46 +00:00
2026-02-06 18:36:48.0421 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:46 +00:00
2026-02-06 18:36:48.4463 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:46 +00:00
2026-02-06 18:36:48.8749 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:46 +00:00
2026-02-06 18:36:49.2742 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:46 +00:00
2026-02-06 18:36:49.7194 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:46 +00:00
2026-02-06 18:36:50.1353 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:46 +00:00
2026-02-06 18:36:50.5731 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:46 +00:00
2026-02-06 18:36:50.9656 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:46 +00:00
2026-02-06 18:36:51.3916 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:46 +00:00
2026-02-06 18:36:51.7853 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:46 +00:00
2026-02-06 18:36:52.1709 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:46 +00:00
2026-02-06 18:36:52.5839 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:46 +00:00
2026-02-06 18:36:52.9920 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:46 +00:00
2026-02-06 18:36:52.9922 | Agent | Run Step Tool Call - Key:call_YWLZIIMsXiCZLoCDHxZmCsjO
2026-02-06 18:36:53.3837 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:46 +00:00
2026-02-06 18:36:53.3839 | Agent | Run Step Tool Call - Key:call_YWLZIIMsXiCZLoCDHxZmCsjO
2026-02-06 18:36:53.7967 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:46 +00:00
2026-02-06 18:36:53.7974 | Agent | Run Step Tool Call - Key:call_YWLZIIMsXiCZLoCDHxZmCsjO
2026-02-06 18:36:54.2197 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:46 +00:00
2026-02-06 18:36:54.2202 | Agent | Run Step Tool Call - Key:call_YWLZIIMsXiCZLoCDHxZmCsjO
2026-02-06 18:36:54.6165 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:46 +00:00
2026-02-06 18:36:54.6179 | Agent | Run Step Tool Call - Key:call_YWLZIIMsXiCZLoCDHxZmCsjO
2026-02-06 18:36:55.0172 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:46 +00:00
2026-02-06 18:36:55.0181 | Agent | Run Step Tool Call - Key:call_YWLZIIMsXiCZLoCDHxZmCsjO
2026-02-06 18:36:55.4338 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:36:46 +00:00
2026-02-06 18:36:55.4340 | Agent | Run Step Tool Call - Key:call_YWLZIIMsXiCZLoCDHxZmCsjO
2026-02-06 18:36:55.8482 | Agent | Last Run Step: tool_calls Status: failed CreatedAt: 06/02/2026 18:36:46 +00:00
2026-02-06 18:36:55.8487 | Agent | Run Step Tool Call - Key:call_YWLZIIMsXiCZLoCDHxZmCsjO
2026-02-06 18:36:56.2357 | Agent | Submitting tool approvals...
2026-02-06 18:36:56.2652 | 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 29 seconds. To increase your default rate limit, visit: https://aka.ms/oai/quotaincrease.
2026-02-06 18:36:56.2695 | System | Token rate limit exceeded; Manual delay of 1 minute.
2026-02-06 18:37:56.2695 | Agent | Creating thread run...
2026-02-06 18:37:56.7671 | Agent | Thread run created with Id: run_9e5a1PqvyhbS5HUWIrrQNSF3. Monitoring run status...
2026-02-06 18:37:57.7450 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:37:57 +00:00
2026-02-06 18:37:58.1616 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:37:57 +00:00
2026-02-06 18:37:58.5792 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:37:57 +00:00
2026-02-06 18:37:58.9674 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:37:57 +00:00
2026-02-06 18:37:59.3696 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:37:57 +00:00
2026-02-06 18:37:59.7708 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:37:57 +00:00
2026-02-06 18:38:00.1875 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:37:57 +00:00
2026-02-06 18:38:00.5821 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:37:57 +00:00
2026-02-06 18:38:01.0202 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:37:57 +00:00
2026-02-06 18:38:01.4080 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:37:57 +00:00
2026-02-06 18:38:01.8190 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:37:57 +00:00
2026-02-06 18:38:02.2322 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:37:57 +00:00
2026-02-06 18:38:02.6498 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:37:57 +00:00
2026-02-06 18:38:03.0483 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:37:57 +00:00
2026-02-06 18:38:03.4378 | Agent | Last Run Step: tool_calls Status: in_progress CreatedAt: 06/02/2026 18:37:57 +00:00
2026-02-06 18:38:03.8608 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:37:57 +00:00
2026-02-06 18:38:03.8617 | Agent | Run Step Tool Call - Key:call_d9CIHfcp9zNS59i1PNhnAHaK
2026-02-06 18:38:04.3004 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:37:57 +00:00
2026-02-06 18:38:04.3011 | Agent | Run Step Tool Call - Key:call_d9CIHfcp9zNS59i1PNhnAHaK
2026-02-06 18:38:04.7134 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:37:57 +00:00
2026-02-06 18:38:04.7168 | Agent | Run Step Tool Call - Key:call_d9CIHfcp9zNS59i1PNhnAHaK
2026-02-06 18:38:05.1434 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:37:57 +00:00
2026-02-06 18:38:05.1442 | Agent | Run Step Tool Call - Key:call_d9CIHfcp9zNS59i1PNhnAHaK
2026-02-06 18:38:05.6193 | Agent | Last Run Step: tool_calls Status: completed CreatedAt: 06/02/2026 18:37:57 +00:00
2026-02-06 18:38:05.6202 | Agent | Run Step Tool Call - Key:call_d9CIHfcp9zNS59i1PNhnAHaK
2026-02-06 18:38:05.6202 | Agent | Retrieving messages from Main Persistent Agent...
2026-02-06 18:38:06.0569 | Agent | Here are the details of plan "P10":

- **Name**: P10
- **Description**: Pharmaceutical batch inspection plan to ensure quality and compliance with industry standards, including vial weight verification checks.
- **ID**: 27102932-c452-4fc7-92d8-6e3368422a86

**Steps**:

1. **Visual Defect Inspection Step**
   - **Description**: Inspect vials visually for any defects such as cracks, discoloration, or foreign particles. Ensure all vials meet the visual quality standards before proceeding to the next step.
   - **State Condition**: 
     - **Twin ID**: camera_system
     - **Property**: confidence_score
     - **Required Value**: 0.94
   - **On-True Task**:
     - **Twin ID**: ur_cobot
     - **Command**: control_show_popup
     - **Payload**: 
       - **Property**: popup_text
       - **Value**: Visual inspection passed, continue batch processing.
   - **On-False Task**:
     - **Twin ID**: ur_cobot
     - **Command**: control_show_popup
     - **Payload**: 
       - **Property**: popup_text
       - **Value**: Defect detected, isolate affected vials.

2. **Random Sampling Weight Verification**
   - **Description**: Perform random sampling of vials to verify their weight. Ensure that the sampled vials meet the specified weight criteria to maintain batch consistency.

If you need further modifications or additions, please let me know!
2026-02-06 18:38:06:0588 | Test | exit
2026-02-06 18:38:06.0589 | Agent | Exiting An orchestrator agent with digital twin agent, guideline agent and plan agent. chat...
2026-02-06 18:38:06.0589 | Agent | Deleting Sub Persistent Agent: DigitalTwinAgent...
2026-02-06 18:38:06.3586 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 18:38:06.3587 | Agent | Deleting Sub Persistent Agent: GuidelineAgent...
2026-02-06 18:38:06.5902 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 18:38:06.5915 | Agent | Deleting Sub Persistent Agent: PlanAgent...
2026-02-06 18:38:06.8005 | Agent | Sub Persistent Agent deleted. Goodbye!
2026-02-06 18:38:07.0078 | Agent | Main Persistent agent deleted. Goodbye!
2026-02-06 18:38:07.2470 | Test | Finished An orchestrator agent with digital twin agent, guideline agent and plan agent. Multi-Agent Evaluation.
2026-02-06 18:38:07.2507 | System | Preparing to save evaluation results...
2026-02-06 18:38:07.2510 | System | Creating result folder: Result
2026-02-06 18:38:07.2512 | System | Result folder created at 24/01/2026 23:31:22.
2026-02-06 18:38:07.2514 | System | Serializing evaluation results to JSON...
2026-02-06 18:38:07.2989 | System | Writing results to file: Result\Result_20260206_183807_2510.json
2026-02-06 18:38:07.3035 | System | Result saved to Result\Result_20260206_183807_2510.json
2026-02-06 18:38:18.1933 | System | Result saved to Export_20260206_183807_6612.json
2026-02-06 18:38:18.3046 | System | Choose an option:
2026-02-06 18:38:18.3048 | System | 1 - Evaluate Agents
2026-02-06 18:38:18.3049 | System | 2 - Evaluate Multi Agents
2026-02-06 18:38:18.3050 | System | 3 - Exit
2026-02-06 18:38:18.3051 | System | Enter choice (1/2/3): 2026-02-06 18:38:55.3907 | System | Exiting...
