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
powershell_heavy
windows_tools
windows_first
Summary
The documentation page demonstrates a moderate Windows bias. PowerShell is mentioned as a primary scripting option (for deployment scripts and the ARM Template Toolkit), and the only test kit referenced is a PowerShell script. Authoring tools highlighted are Visual Studio and Visual Studio Code, both of which are strongly associated with Windows (though VS Code is cross-platform). In the list of deployment options, Azure CLI and PowerShell are both mentioned, but PowerShell is listed after Azure CLI. However, Linux-specific tools or workflows are not highlighted, and there are no explicit Linux shell (bash) examples or references to Linux-native tooling.
Recommendations
  • Include explicit Bash and/or Azure CLI examples alongside or instead of PowerShell examples, especially for deployment scripts and testing.
  • Mention Linux-native authoring tools or editors (such as Vim, Emacs, or JetBrains IDEs) where relevant, or clarify that Visual Studio Code is cross-platform.
  • Highlight that the ARM Template Toolkit (arm-ttk) can be run on Linux (if possible), or provide alternative validation tools for Linux users.
  • When listing deployment options, alternate the order or explicitly state parity between PowerShell and CLI, and provide example commands for both.
  • Add references or links to Linux-specific guidance or quickstarts, ensuring Linux users feel equally supported.
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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