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
windows_first
powershell_heavy
missing_linux_example
windows_tools
Summary
The documentation page exhibits a strong Windows bias. All code examples and instructions use PowerShell, with no mention of Bash, Azure CLI, or Linux shell equivalents. The prerequisites and links reference Windows VMs and PowerShell modules, and the runbook creation process exclusively uses PowerShell scripts. There are no Linux-specific instructions, nor are cross-platform alternatives presented. Windows tools and patterns are mentioned first and exclusively throughout the page.
Recommendations
  • Add equivalent examples using Azure CLI and Bash scripts for Linux users.
  • Include instructions for managing Linux VMs, not just Windows VMs.
  • Reference both Windows and Linux VM quickstart guides in prerequisites.
  • Provide runbook samples in Python or other cross-platform languages supported by Azure Automation.
  • Clarify that Azure Automation and alerts can be used with both Windows and Linux VMs, and show how.
  • Mention installation of Az CLI as an alternative to PowerShell for cross-platform usage.
  • Balance the documentation by presenting Linux and Windows options side-by-side where possible.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets