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
powershell_heavy
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by prioritizing Azure portal (a GUI most commonly used on Windows), referencing PowerShell before CLI in related content, and omitting explicit Linux or cross-platform command-line examples for role assignment and authentication. There are no Linux-specific tools or patterns mentioned, and the sample code is focused on .NET and Java without clarifying platform compatibility.
Recommendations
  • Include explicit Linux and cross-platform examples for role assignment and authentication, such as using Azure CLI and Bash scripts.
  • Present Azure CLI instructions before or alongside PowerShell, highlighting CLI's cross-platform nature.
  • Add notes or sections clarifying that the authentication libraries and code samples work on Linux, macOS, and Windows.
  • Reference Linux-friendly tools (e.g., az CLI, Bash) in the main workflow, not just in related content.
  • Provide sample commands for both PowerShell and Bash/CLI when demonstrating administrative tasks.
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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
2025-08-29 00:01 #95 completed Clean Clean
2025-07-29 00:01 #64 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased