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Tutorial Create Assignment Python
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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
windows_first
missing_linux_example
powershell_heavy
Summary
The documentation demonstrates Windows bias by exclusively providing examples for creating a Windows virtual machine, omitting Linux VM creation steps. Both Azure CLI and PowerShell instructions are given, but PowerShell (a Windows-centric tool) is presented as an equal alternative, and no Linux-specific shell or command examples are provided. The tutorial does not mention or show how to use Linux images or create Linux VMs, nor does it address Linux-specific considerations for Automanage.
Recommendations
  • Add examples for creating a Linux virtual machine using both Azure CLI and PowerShell, including specifying a Linux image (e.g., Ubuntu, CentOS).
  • Explicitly mention Linux support in the prerequisites and steps, clarifying that Automanage can be used with both Windows and Linux VMs.
  • Include screenshots or portal instructions that show Automanage applied to Linux VMs.
  • If there are differences in Automanage profile assignment or prerequisites for Linux VMs, document those clearly.
  • Consider adding bash or shell script equivalents for steps where PowerShell is used, to improve accessibility for Linux users.
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Scan History

Date Scan Status Result
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
2026-01-11 00:00 #95 cancelled Clean Clean
2026-01-10 00:00 #92 completed Biased Biased
2026-01-09 00:00 #87 cancelled Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2025-12-29 18:00 #48 cancelled Biased Biased
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean
2025-12-14 04:58 #5 completed Biased Biased

Flagged Code Snippets

Connect-AzAccount

new-azResourceGroup -Name "test-rg" -Location "eastus"

az vm create `
    --resource-group "test-rg" `
    --name "testvm" `
    --location "eastus" `
    --image win2016datacenter `
    --admin-username testUser `
    --size Standard_D2s_v3 `
    --storage-sku Standard_LRS

New-AzVm `
    -ResourceGroupName 'test-rg' `
    -Name 'testvm' `
    -Location 'eastus' `
    -VirtualNetworkName 'testvm-vnet' `
    -SubnetName 'testvm-subnet' `
    -SecurityGroupName 'test-vm-nsg'