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 mild Windows bias. PowerShell is mentioned as a primary scripting option for deployment scripts and for the ARM template toolkit (arm-ttk), which is only available as a PowerShell script. Authoring tools listed are Visual Studio Code and Visual Studio, both Windows-centric (though VS Code is cross-platform). There is a tendency to mention PowerShell before Bash, and Windows tools (Visual Studio) are referenced without Linux alternatives. No explicit Linux-only tools or workflows are highlighted.
Recommendations
  • Provide equal emphasis on Bash scripting alongside PowerShell for deployment scripts, including example usage.
  • Mention and link to cross-platform or Linux-native template authoring tools (such as Vim, Emacs, or JetBrains IDEs) if applicable.
  • Highlight ARM template toolkit alternatives or wrappers for Linux users, or clarify how to run arm-ttk on Linux (e.g., via PowerShell Core).
  • Include explicit Linux CLI examples and workflows, especially for template deployment and validation.
  • When listing deployment options, alternate the order or group CLI and Bash before PowerShell to avoid 'windows_first' impression.
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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