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
powershell_heavy
windows_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by providing only Azure PowerShell examples for key management and runbook creation, referencing PowerShell runbooks and cmdlets predominantly, and omitting equivalent instructions or examples for Linux users (such as Azure CLI or Bash). The 'Next steps' section also prioritizes PowerShell tutorials and references, with Python mentioned only after multiple PowerShell links. No Linux-native tools or workflows are discussed.
Recommendations
  • Add equivalent Azure CLI (az) command examples for all PowerShell cmdlets shown, especially for access key management and Automation account operations.
  • Include Bash shell examples where appropriate, particularly for Linux users.
  • In 'Next steps', provide parity by listing Python and Azure CLI tutorials alongside PowerShell, not after.
  • Reference cross-platform tools and workflows (e.g., Azure CLI, REST API) before or alongside Windows-specific tools like PowerShell.
  • Mention that Automation runbooks can be authored in Python and Bash, and provide links or examples for these.
  • Ensure screenshots and UI instructions are not Windows-centric and clarify that the Azure portal is cross-platform.
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Scan History

Date Scan Status Result
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-12 00:58 #8 cancelled Clean Clean
2025-07-10 05:06 #7 processing Clean Clean
2025-07-09 23:22 #6 cancelled Clean Clean

Flagged Code Snippets

  New-AzAutomationKey -KeyType Primary -ResourceGroup <ResourceGroup> -AutomationAccountName <AutomationAccount>