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
Summary
The documentation page lists Azure PowerShell and Visual Studio (Windows-centric tools) before cross-platform or Linux-friendly options in the 'Next steps' section. While the main content is platform-neutral, the ordering and inclusion of Windows-specific tools (PowerShell, Visual Studio) before their Linux equivalents (Azure CLI, Visual Studio Code) suggests a subtle Windows-first bias. No Linux-specific examples or tools are highlighted, and there are no explicit Linux command-line or environment references.
Recommendations
  • Reorder the 'Next steps' links to list cross-platform tools (Azure CLI, Visual Studio Code) before Windows-specific tools (PowerShell, Visual Studio).
  • Ensure that code samples and quickstarts are provided for both Windows and Linux environments, or clarify when instructions are cross-platform.
  • Explicitly mention Linux support or provide Linux-specific guidance where relevant.
  • Avoid assuming the use of Windows tools by default; always offer alternatives for Linux users.
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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
2026-01-11 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
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased