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 page demonstrates a strong Windows bias by exclusively referencing PowerShell concepts, cmdlets, and error handling patterns. All examples use PowerShell syntax and Windows-centric tools (e.g., Write-Warning, Start-AzVM, Get-AutomationVariable), with no mention of Linux equivalents or Bash scripting. The error handling discussion is framed entirely in terms of PowerShell's error types and behaviors, and there are no examples or guidance for Linux-based runbooks or cross-platform scripting.
Recommendations
  • Add equivalent examples using Bash or Python activities to illustrate error handling in graphical runbooks for Linux environments.
  • Discuss error handling concepts in a platform-neutral way, referencing both PowerShell and Linux shell scripting error patterns.
  • Include references to Linux tools (e.g., shell commands, error codes) and how they can be integrated into graphical runbooks.
  • Provide guidance on configuring and handling errors for runbooks that execute on Linux hybrid workers, including differences from Windows/PowerShell.
  • Ensure that documentation sections and examples alternate or balance between Windows and Linux approaches, rather than presenting Windows/PowerShell first and exclusively.
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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 Biased Biased
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