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_tools
powershell_heavy
windows_first
Summary
The documentation page exhibits Windows bias by referencing PowerShell as the sole example for programmatically querying VM capabilities, without mentioning Linux alternatives such as Azure CLI or Bash. The mention of PowerShell comes before any code examples, and no Linux-specific tools or command-line patterns are provided. The SDK code examples themselves are cross-platform (Python and C#), but the operational guidance favors Windows tooling.
Recommendations
  • Add Azure CLI and Bash examples for querying VM capabilities, alongside the PowerShell example.
  • Explicitly mention that both Windows and Linux users can use the SDK code samples, and provide guidance for installing and running them on Linux.
  • Where PowerShell is referenced, include equivalent commands for Linux shells (e.g., Bash, zsh) to ensure parity.
  • Review other operational instructions to ensure Linux tools and workflows are represented equally and not as an afterthought.
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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

Flagged Code Snippets