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feat: jb #352

@Tech-newo

Description

@Tech-newo

Does this occur consistently?
Repro steps:

Action: azure-ai-foundry.commandPalette.llmDeploy
Error type: Error
Error Message: Not found subscription ID: c2abfd3a-0069-48e3-bd2b-8b0225aaa0fa

Version: 0.16.0
OS: win32
OS Arch: x64
OS Release: 10.0.26100
Product: Visual Studio Code
Product Version: 1.109.4
Language: en
UTC time: Tue, 17 Feb 2026 00:53:00 GMT

Call Stack
AuthenticationService.getTokenCredential extension.js:276819:19
async AIFServiceClient.createCognitiveClient extension.js:222890:29
async AIFServiceClient.getConnectedAIService extension.js:223364:37
async refreshRealValueAndSaveToCache extension.js:50046:35
async descriptor.value extension.js:50066:20
async AIFServiceClient.listConnectedAIServicesNew extension.js:223398:38
async refreshRealValueAndSaveToCache extension.js:50046:35
async descriptor.value extension.js:50066:20
async ModelOperationService.preDeploy extension.js:83109:28
extension.js:83192:27extension.js:83192:27

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