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
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a Windows bias in several ways: PowerShell is used exclusively in command examples, with no Azure CLI or Bash equivalents provided alongside. Windows tools and patterns (such as remote desktop and remote PowerShell traffic) are mentioned before Linux equivalents (SSH), and the 'Next steps' section links only to PowerShell deployment instructions. There is a lack of Linux-focused examples or references, and Azure CLI is only mentioned as an afterthought in migration guidance, not in main command examples.
Recommendations
  • Provide Azure CLI and Bash examples alongside PowerShell commands throughout the documentation.
  • Mention Linux tools and patterns (such as SSH) equally or before Windows-specific ones when discussing connectivity and management.
  • Include links to both PowerShell and Azure CLI deployment guides in the 'Next steps' section.
  • Add explicit examples and instructions for Linux-based virtual machines, including template deployment and management.
  • Ensure diagrams and architecture references are not Windows-centric (e.g., avoid only referencing 'Run a Windows VM on Azure').
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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 Clean Clean

Flagged Code Snippets