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 uses Azure Portal (GUI) instructions and screenshots, which are most familiar to Windows users. There are no CLI-based examples (such as Azure CLI, Bash, or PowerShell), nor are there any Linux-specific instructions or parity for command-line workflows. This creates a Windows-first bias and omits guidance for users on Linux or those who prefer automation via CLI.
Recommendations
  • Add equivalent Azure CLI examples for all major steps, including managed identity creation, assignment, and role configuration.
  • Include PowerShell examples if relevant, but ensure Azure CLI (cross-platform) is presented first or alongside.
  • Explicitly mention that all CLI commands work on Linux, macOS, and Windows.
  • Provide links to official Azure CLI documentation for further reference.
  • Add a note clarifying that the Azure Portal is accessible from any OS, but that CLI instructions are available for automation and Linux users.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased