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
windows_tools
powershell_heavy
missing_linux_example
Summary
The documentation shows a moderate Windows bias. PowerShell examples are provided for every scenario, and in some cases, Windows-specific guest configuration names (e.g., 'WindowsPendingReboot') are used without Linux equivalents. While Azure CLI examples are present (which are cross-platform), the PowerShell tab is always present and sometimes appears before CLI in the tab order. There are no explicit Linux/macOS shell or command-line examples, and some queries are tailored to Windows resources without mentioning Linux alternatives.
Recommendations
  • Add explicit Bash/Linux/macOS shell examples where appropriate, especially for Azure CLI commands.
  • When referencing guest configuration assignments, provide both Windows and Linux assignment names (e.g., show both 'WindowsPendingReboot' and any Linux equivalents).
  • Ensure that Linux-specific scenarios are covered with their own queries and examples, not just Windows ones.
  • Consider making Azure CLI the default or first example, as it is cross-platform.
  • Clarify in the documentation that Azure CLI commands work on all platforms, and provide any platform-specific notes if necessary.
GitHub Create Pull Request

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
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets