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
windows_tools
Summary
The documentation page demonstrates a mild Windows bias. In the 'Find resource provider' section, PowerShell is given as the second example after Azure CLI, and the output shown is from Windows PowerShell. There is a reference to the 'Windows Azure Service Management API' in the registration section, and some resource providers and services are Windows-specific (e.g., Microsoft.WindowsIoT, Microsoft.WindowsDefenderATP, Microsoft.SerialConsole for Windows). There are no explicit Linux shell examples (such as bash or zsh), nor are Linux-specific tools or patterns mentioned.
Recommendations
  • Add Linux shell (bash/zsh) examples for listing resources and resource providers using Azure CLI, showing typical Linux output formatting.
  • Include references to Linux-specific Azure services or resource providers where relevant, or clarify cross-platform applicability.
  • When mentioning PowerShell, clarify that Azure PowerShell is available cross-platform, and consider showing examples run on Linux.
  • Avoid using 'Windows' in API names or explanations unless necessary; clarify when APIs or services are platform-neutral.
  • Balance the order of examples so that Linux and Windows approaches are presented equally, or explicitly state cross-platform compatibility.
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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

Flagged Code Snippets