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 relies heavily on Azure Portal GUI instructions, which are platform-agnostic but implicitly favor Windows due to the prevalence of Windows users and screenshots. There are no explicit Linux/macOS command-line alternatives for tasks like retrieving resource IDs or assigning roles, which could be completed using Azure CLI or PowerShell. All command-line examples use Azure CLI, which is cross-platform, but GUI steps and screenshots may create friction for Linux/macOS users who prefer or require CLI-only workflows.
Recommendations
  • Provide Azure CLI commands for locating resource IDs (e.g., using 'az identity show' and 'az network vnet show') as alternatives to Azure Portal navigation.
  • Include CLI-based instructions for role assignments (e.g., 'az role assignment create') alongside GUI steps.
  • Ensure screenshots and instructions do not assume a Windows environment (e.g., avoid showing Windows-specific browser or OS elements).
  • Add explicit notes that all CLI commands work on Linux/macOS, and encourage CLI usage for automation and parity.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Biased Biased
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 Clean Clean
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
2025-07-12 23:44 #41 cancelled Clean Clean

Flagged Code Snippets