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
Summary
The documentation page demonstrates a Windows bias by providing PowerShell examples exclusively, referencing PowerShell runbooks and cmdlets as the primary automation method, and omitting equivalent CLI or Linux-native instructions. The 'Next steps' section prioritizes PowerShell tutorials and references, with only a single Python runbook tutorial mentioned. There are no examples or instructions for using Azure CLI, Bash, or Linux-native tools to perform the same tasks, nor is there guidance for users on non-Windows platforms.
Recommendations
  • Add equivalent Azure CLI (az) command examples for all PowerShell cmdlet instructions, especially for key management and account creation.
  • Include Bash shell examples where appropriate, particularly for Linux/macOS users.
  • Balance the 'Next steps' section by providing links to both PowerShell and Azure CLI tutorials, as well as Python and other cross-platform runbook types.
  • Explicitly state that all steps can be performed from any OS via the Azure portal, and clarify any OS-specific requirements.
  • Reference cross-platform tools (e.g., Azure CLI, REST API) alongside PowerShell, and avoid assuming PowerShell as the default automation tool.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets

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