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 presents both Azure PowerShell and Azure CLI examples for key tasks, but PowerShell examples are consistently listed before Azure CLI. This ordering, along with the detailed PowerShell scripts, may suggest a subtle preference for Windows-centric tooling and workflows, especially since PowerShell is traditionally associated with Windows environments. However, Linux users are not excluded, as Azure CLI (which is cross-platform) examples are provided for all major steps. There are no examples or references that are strictly Windows-only, nor are Linux-specific tools or shell scripts missing.
Recommendations
  • Alternate the order of PowerShell and Azure CLI examples, or present Azure CLI first, as it is cross-platform and widely used in Linux environments.
  • Explicitly mention that Azure CLI commands work on Linux, macOS, and Windows, to reinforce cross-platform support.
  • Where possible, provide bash shell script examples in addition to Azure CLI, to further support Linux users.
  • Add a note clarifying that PowerShell Core is available cross-platform, but that Azure CLI is often the preferred choice for Linux users.
  • Ensure that all screenshots and UI instructions are not Windows-specific (e.g., avoid references to Visual Studio unless alternatives are given).
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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 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 Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Biased Biased
2025-09-15 00:00 #112 completed Biased Biased
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-05 00:00 #102 completed Biased Biased
2025-08-05 00:00 #71 completed Biased Biased
2025-07-13 21:37 #48 completed Biased Biased
2025-07-13 20:48 #44 cancelled Clean Clean

Flagged Code Snippets