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
missing_linux_example
Summary
The documentation exclusively describes role assignment and access management using the Azure portal GUI, which is primarily a Windows-centric workflow. There are no CLI, PowerShell, or Azure CLI examples, nor any mention of Linux-compatible workflows or tools. The instructions and screenshots assume use of the Azure portal, which is most commonly accessed from Windows environments, and do not provide parity for Linux users who may prefer command-line or automation approaches.
Recommendations
  • Add equivalent instructions for assigning roles using Azure CLI, which is cross-platform and works on Linux, macOS, and Windows.
  • Include PowerShell examples for users who prefer scripting, but ensure Azure CLI examples are presented first or alongside to avoid Windows-first bias.
  • Explicitly mention that all steps can be performed from any OS using the Azure CLI or REST API, and provide links to relevant documentation.
  • Add troubleshooting steps for command-line workflows, not just portal-based issues.
  • Include notes or sections on how Linux/macOS users can accomplish the same tasks without relying on the Azure portal GUI.
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
2025-09-13 00:00 #110 completed Clean Clean