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_tools
⚠️ missing_linux_example
⚠️ windows_first
Summary:
The documentation page demonstrates a significant Windows/Powershell bias. All imperative command-line examples for deploying templates, managing identities, and setting access policies use Azure PowerShell cmdlets, with no Bash, Linux shell, or cross-platform Azure CLI equivalents provided for these critical steps. While some resource creation steps reference Azure CLI, all step-by-step automation and scripting guidance defaults to PowerShell. This may hinder Linux or macOS users, who are more likely to use Bash and Azure CLI. Additionally, PowerShell is mentioned before CLI in several places, and no Linux-specific instructions or screenshots are present.
Recommendations:
  • Provide Azure CLI equivalents for all PowerShell commands, especially for template deployments, identity management, and key vault access policy configuration.
  • Include Bash shell command examples alongside PowerShell, or use CLI as the primary example for cross-platform parity.
  • When referencing both PowerShell and CLI, present CLI first or side-by-side to avoid the impression of Windows-first bias.
  • Add a note or section clarifying that all steps can be performed on Linux/macOS using Azure CLI, and link to relevant CLI documentation.
  • Where screenshots are used, ensure they are not Windows-specific or supplement with cross-platform visuals.
  • Audit for any references to Windows-only tools or patterns and replace with cross-platform alternatives where possible.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-12 23:44 #41 in_progress ❌ Biased

Flagged Code Snippets

1. Run the following PowerShell command to deploy the template to create a premium Service Bus namespace. Then, retrieve the ID of the Service Bus namespace to use it later. Replace `{MyRG}` with the name of the resource group before running the command.
New-AzResourceGroupDeployment -Name UpdateServiceBusNamespaceWithEncryption -ResourceGroupName {MyRG} -TemplateFile ./UpdateServiceBusNamespaceWithEncryption.json -TemplateParameterFile ./UpdateServiceBusNamespaceWithEncryptionParams.json