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
missing_linux_example
Summary
The documentation page demonstrates a moderate Windows bias. While most examples use Azure CLI (which is cross-platform), there are several places where Windows-specific shells (CMD, PowerShell) are mentioned before or instead of Linux equivalents. Formatting for parameters and variables is explained for Windows shells, but Linux/Bash examples are less detailed or appear after Windows instructions. There are no explicit PowerShell script blocks, but Windows command-line patterns and escaping are described in detail, while Linux/Bash usage is less emphasized.
Recommendations
  • Ensure that Bash/Linux examples are provided alongside Windows CMD/PowerShell examples, especially when discussing parameter formatting and variable assignment.
  • When describing shell-specific behaviors (such as escaping quotes or passing arrays), present Linux/Bash instructions first or equally with Windows instructions.
  • Add explicit Bash and Linux shell examples for all command-line snippets, including variable assignment and parameter passing.
  • Clarify which instructions apply to which platforms, and avoid assuming Windows as the default environment.
  • Where possible, use platform-neutral syntax and highlight cross-platform compatibility.
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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 Clean Clean

Flagged Code Snippets