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_tools
missing_linux_example
windows_first
Summary
The documentation is heavily focused on PowerShell and Windows-centric tools (e.g., Az.Automation PowerShell module, cmdlets like Start-AzAutomationRunbook), with all examples and instructions provided in PowerShell syntax. There is no mention of Linux/macOS alternatives (such as Python runbooks, Bash, or cross-platform CLI usage), nor are any examples given for non-Windows environments. Windows/PowerShell patterns are presented exclusively and first, making it difficult for Linux/macOS users to follow or adapt the guidance.
Recommendations
  • Add equivalent examples for Python runbooks, which are supported in Azure Automation and are cross-platform.
  • Include guidance and examples for Bash or other scripting languages where applicable.
  • Reference and provide examples using Azure CLI for starting runbooks, which is cross-platform.
  • Explicitly state platform requirements and limitations for each method, and clarify which instructions are Windows/PowerShell-specific.
  • Reorder or balance examples so that Linux/macOS-friendly options are presented alongside or before Windows-specific ones.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets