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_first
windows_tools
Summary
The documentation page exhibits a moderate Windows bias. PowerShell syntax is used for variable assignment and scripting throughout, even in Azure CLI examples, which may confuse Linux/macOS users. The prerequisites mention installing PowerShell before Azure CLI, and the first example parameter file is for Windows, with the Linux example shown second. Some commands (e.g., Connect-Graph) are PowerShell-specific, and use of Windows-centric tools is assumed in several steps.
Recommendations
  • Provide explicit Bash syntax for variable assignment and scripting alongside PowerShell examples, especially for Azure CLI usage.
  • List Linux/macOS prerequisites (e.g., Bash, native Azure CLI install) before or alongside Windows/PowerShell requirements.
  • Show Linux parameter file examples first or in parallel with Windows examples.
  • For steps requiring PowerShell-only tools (e.g., Microsoft Graph SDK via PowerShell), offer equivalent instructions for Bash or cross-platform alternatives.
  • Clarify which commands are OS-agnostic and which require Windows/PowerShell, and provide alternatives where possible.
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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
2026-01-11 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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets