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
Summary
The documentation consistently presents Microsoft Graph PowerShell examples before Azure CLI examples for all tasks, indicating a Windows-first approach. PowerShell is a Windows-centric tool, and its prominence may disadvantage Linux users. However, Azure CLI examples are provided in each case, which helps mitigate but does not eliminate the bias.
Recommendations
  • Present Azure CLI examples before PowerShell examples, as Azure CLI is cross-platform and more accessible to Linux users.
  • Explicitly state that Azure CLI commands work on Linux, macOS, and Windows, while PowerShell is primarily Windows-focused (though PowerShell Core is cross-platform, many users associate it with Windows).
  • Add Bash script examples where appropriate, especially for automation scenarios.
  • Include notes or links for installing Azure CLI on Linux systems.
  • Consider removing or de-emphasizing PowerShell examples unless there is a Windows-specific scenario.
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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets