Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

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

Bias Analysis

Detected Bias Types
windows_first
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation consistently presents Azure PowerShell (a Windows-centric tool) examples before Azure CLI, and in some cases provides PowerShell-only guidance (e.g., deploying with .bicepparam files is not supported in PowerShell). There is no mention of Linux-specific shell usage (e.g., Bash), nor are there examples tailored for Linux environments. The focus on PowerShell and lack of explicit Linux/Bash examples or notes may make the documentation less accessible for Linux users.
Recommendations
  • Alternate the order of PowerShell and Azure CLI examples, or present Azure CLI (cross-platform) examples first to avoid Windows-first bias.
  • Explicitly mention that Azure CLI commands work on Linux, macOS, and Windows, and provide Bash/zsh shell command examples where relevant.
  • Add notes or sections for Linux users, including any OS-specific considerations (e.g., file paths, environment variables, shell syntax).
  • Where PowerShell is referenced, clarify its availability on Linux and macOS, or provide equivalent Bash scripting examples.
  • Review and update any statements or features that are PowerShell-only to clarify cross-platform support and provide alternatives if available.
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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
2026-01-10 00:00 #92 completed Clean Clean
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

Flagged Code Snippets

New-AzTemplateSpec `
  -Name storageSpec `
  -Version 1.0a `
  -ResourceGroupName templateSpecsRg `
  -Location westus2 `
  -TemplateFile ./mainTemplate.bicep `
  -Tag @{Dept="Finance";Environment="Production"}
New-AzTemplateSpec -Name storageSpec -Version 1.0a -ResourceGroupName templateSpecsRg -Location westus2 -TemplateFile ./mainTemplate.bicep
Get-AzTemplateSpec
Get-AzTemplateSpec -ResourceGroupName templateSpecsRG -Name storageSpec
$id = "/subscriptions/aaaa0a0a-bb1b-cc2c-dd3d-eeeeee4e4e4e/resourceGroups/templateSpecsRG/providers/Microsoft.Resources/templateSpecs/storageSpec/versions/1.0a"

New-AzResourceGroupDeployment `
  -TemplateSpecId $id `
  -ResourceGroupName demoRG
$id = (Get-AzTemplateSpec -Name storageSpec -ResourceGroupName templateSpecsRg -Version 1.0a).Versions.Id

New-AzResourceGroupDeployment `
  -ResourceGroupName demoRG `
  -TemplateSpecId $id
New-AzResourceGroupDeployment `
  -TemplateSpecId $id `
  -ResourceGroupName demoRG `
  -StorageAccountType Standard_GRS
    New-AzResourceGroupDeployment `
      -TemplateSpecId $id `
      -ResourceGroupName demoRG `
      -TemplateParameterFile ./mainTemplate.parameters.json
    
Set-AzTemplateSpec `
  -Name storageSpec `
  -Version 1.0a `
  -ResourceGroupName templateSpecsRg `
  -Location westus2 `
  -TemplateFile ./mainTemplate.bicep `
  -Tag @{Dept="Finance";Environment="Production"}