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
missing_linux_example
Summary
The documentation page demonstrates moderate Windows bias. The only command-line example for checking role status uses Windows PowerShell (`Get-AzRole`), with no mention of Linux/macOS equivalents (such as Azure CLI). In the 'Next steps' section, PowerShell and Visual Studio (Windows-centric tools) are listed before ARM template and Azure portal, and there are no explicit Linux/macOS command-line examples or references.
Recommendations
  • Add Azure CLI examples for all command-line operations, especially for checking role status and deployment tasks.
  • Explicitly mention that all ARM template and REST API operations can be performed from any OS, and provide cross-platform command-line instructions.
  • Reorder tool references in 'Next steps' to present cross-platform options (Azure CLI, ARM template, Azure portal) before Windows-specific tools (PowerShell, Visual Studio).
  • Include notes or links for Linux/macOS users on how to perform equivalent tasks.
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
2025-08-17 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