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

Bias Types:
⚠️ powershell_heavy
⚠️ windows_first
Summary:
The documentation provides both PowerShell and Azure CLI examples for all command-line operations, which is positive for cross-platform parity. However, PowerShell examples are consistently presented first, and the narrative often refers to 'PowerShell or CLI' (rather than 'CLI or PowerShell'), subtly prioritizing Windows-centric tooling. There are no explicit Linux-only examples or references to Linux-specific workflows, shells, or file system conventions. No Windows-only tools are used, but the ordering and language suggest a mild Windows/PowerShell bias.
Recommendations:
  • Alternate the order of PowerShell and CLI examples throughout the documentation, or present CLI examples first in some sections to avoid implicit prioritization.
  • Use more neutral phrasing such as 'Azure CLI or PowerShell' instead of always 'PowerShell or CLI'.
  • Explicitly mention that Azure CLI commands work cross-platform (Windows, Linux, macOS) and consider adding a note or example showing CLI usage in a Linux shell (e.g., bash).
  • Where file paths are shown (e.g., './mainTemplate.json'), clarify that the syntax is compatible with both Windows and Linux/macOS, or provide both styles if relevant.
  • Consider including a brief section or note on cross-platform compatibility, especially for users on Linux or macOS.
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Scan History

Date Scan ID Status Bias Status
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-12 00:58 #8 cancelled ✅ Clean
2025-07-10 05:06 #7 processing ✅ Clean

Flagged Code Snippets

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