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Azure Stack Edge Gpu Troubleshoot Virtual Machine Provisioning
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Sad Tux - Windows bias detected
This page contains Windows bias

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This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.
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Bias Analysis

Detected Bias Types
powershell_heavy
windows_first
windows_tools
missing_linux_example
Summary
The documentation demonstrates a Windows bias in several ways: PowerShell scripts and cmdlets (e.g., Test-NetConnection, PowerShell functions) are used for troubleshooting and management tasks, with no equivalent Linux command-line examples provided. Windows/PowerShell tools are mentioned exclusively or before Linux alternatives. While some Linux-specific troubleshooting is included (e.g., cloud-init, waagent.conf), the main workflow and scripting guidance are Windows-centric, and Linux users are left to infer equivalent steps.
Recommendations
  • For every PowerShell or Windows command example (e.g., Test-NetConnection, PowerShell scripts for Azure Resource Manager), provide equivalent Linux shell commands (e.g., curl, wget, ping, netcat, az CLI).
  • When listing troubleshooting steps, avoid always presenting Windows/PowerShell first; alternate or present both Windows and Linux options together.
  • For VM image preparation and management, include explicit Linux-based workflows and commands (e.g., using qemu-img, Azure CLI on Linux, shell scripts).
  • Where Windows tools or patterns are mentioned (e.g., Hyper-V, PowerShell), clarify Linux equivalents or note if not applicable.
  • Add Linux-specific troubleshooting for network and resource issues (e.g., using ip, ifconfig, systemctl, journalctl for logs).
  • Ensure that all users, regardless of OS, have clear, actionable steps without needing to translate Windows-centric instructions.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets

  ping <IP address>
  tnc <IP address>
  tnc <IP address> -CommonTCPPort “RDP”
  
      Function Get-AzCachedAccessToken() 
      {
      $ErrorActionPreference = 'Stop' 
      $azureRmProfile = [Microsoft.Azure.Commands.Common.Authentication.Abstractions.AzureRmProfileProvider]::Instance.Profile 
      $currentAzureContext = Get-AzContext 
      $profileClient = New-Object Microsoft.Azure.Commands.ResourceManager.Common.RMProfileClient($azureRmProfile) 
      Write-Debug ("Getting access token for tenant" + $currentAzureContext.Subscription.TenantId) 
      $token = $profileClient.AcquireAccessToken($currentAzureContext.Subscription.TenantId) 
      $token.AccessToken 
      } 

      $token = Get-AzCachedAccessToken 
      $headers = @{Authorization = "Bearer $token"; "Content-Type" = "application/json" } 
      $v = Invoke-RestMethod -Method Get -Uri $uri1 -Headers $headers 
      v.value
      
   Invoke-RestMethod -Method DELETE -Uri $uri2 -Headers $headers
   
   $uri2 = "https://management.<appliance name>.<DNS domain>/subscriptions/sid/resourceGroups/rgname/providers/Microsoft.AzureBridge/locations/dbelocal/ingestionJobs/<ingestion job name>?api-version=2018-06-01"