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
windows_first
missing_linux_example
Summary
The documentation page exhibits Windows bias by referencing Microsoft-specific tools and patterns, such as Microsoft Entra ID and Azure RBAC, without providing cross-platform command-line examples. The only explicit tool mentioned for cross-tenant provisioning is 'msgraph-powershell', with no mention of Linux-friendly alternatives or CLI equivalents. There are no examples or instructions for Linux users, and the documentation assumes familiarity with Windows-centric workflows and tools.
Recommendations
  • Provide Azure CLI and REST API examples alongside PowerShell instructions for all provisioning and configuration steps.
  • Explicitly mention Linux compatibility and offer guidance for Linux/macOS users, including installation and usage of cross-platform tools.
  • Include sample commands for Linux shells (bash/zsh) where authentication, role assignment, or resource management is discussed.
  • Reference platform-neutral documentation links (e.g., Azure CLI, REST API) before or alongside Windows/PowerShell-specific resources.
  • Clarify that Microsoft Entra ID and Azure RBAC can be managed from any OS, and highlight cross-platform SDKs and tools.
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 Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Clean Clean
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 Clean Clean