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_tools
missing_linux_example
windows_first
Summary
The documentation page demonstrates a notable Windows bias, particularly in the administrator troubleshooting section. PowerShell is used exclusively for critical tasks such as installing modules and creating service principals, with no mention of Linux/macOS alternatives (e.g., Azure CLI, Bash). The troubleshooting steps and examples assume access to PowerShell and Windows tools, and do not provide parity for Linux/macOS users. This could create friction for non-Windows administrators attempting to complete these steps.
Recommendations
  • Provide equivalent Azure CLI or Bash commands for service principal creation and module installation.
  • Explicitly mention cross-platform alternatives for all PowerShell commands, or clarify platform requirements.
  • Add troubleshooting instructions for Linux/macOS environments, including how to install and use Microsoft Graph and Azure CLI.
  • Reorder examples or add notes to ensure Linux/macOS users are not left behind in critical steps.
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
2026-01-12 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
2025-09-16 00:00 #113 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets