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 Windows bias by including PowerShell as a primary platform pivot, listing it alongside Azure portal, .NET, and Azure CLI. PowerShell is a Windows-centric tool, and its inclusion as a first-class example suggests prioritization of Windows workflows. There is no explicit mention of Linux-specific tools or shell environments (e.g., Bash), nor are there examples tailored for Linux users. The documentation does not clarify cross-platform compatibility for the .NET or Azure CLI instructions, and the ordering of pivots places PowerShell before any Linux-specific alternatives.
Recommendations
  • Add explicit Bash or Linux shell examples where applicable, especially for resource management via Azure CLI.
  • Clarify that Azure CLI commands work on Linux, macOS, and Windows, and provide platform-specific notes if there are differences.
  • Include instructions or pivots for Linux-native tools or environments, such as Bash scripts or references to Linux package managers.
  • Reorder platform pivots to avoid implicit prioritization of Windows tools (e.g., list Azure CLI before PowerShell).
  • Add a section or note on cross-platform compatibility for all management options, ensuring Linux users are equally supported.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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 Clean Clean
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