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 exhibits moderate Windows bias. PowerShell syntax is used for variable assignment and scripting throughout, even in sections relevant to Linux users. Windows tools (PowerShell, Connect-Graph) are referenced in prerequisites and critical steps, and Windows parameter file examples are presented before Linux ones. While Linux equivalents are provided for parameter files and the Azure CLI is cross-platform, the scripting and command patterns favor Windows environments, creating friction for Linux/macOS users.
Recommendations
  • Provide explicit Bash syntax for variable assignment and scripting alongside PowerShell examples, especially in Azure CLI sections.
  • Clarify that Azure CLI commands can be run in Bash, and show Bash examples for all steps.
  • When referencing tools like PowerShell or Connect-Graph, note Linux/macOS installation and usage options, or provide alternative methods where possible.
  • Alternate the order of Windows and Linux examples, or present them side-by-side.
  • Add a note at the start clarifying cross-platform compatibility and pointing to Linux/macOS specific guidance.
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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