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
windows_tools
missing_linux_example
Summary
The documentation demonstrates a Windows bias by prioritizing Windows-centric tools and workflows. PowerShell is featured prominently and often before Azure CLI, with no mention of Linux-specific shell examples (e.g., Bash), nor guidance for macOS or Linux environments. The instructions and screenshots focus on the Azure portal and PowerShell, both of which are traditionally Windows-first experiences. There is no discussion of cross-platform nuances, nor are Linux-specific troubleshooting or usage notes provided.
Recommendations
  • Add explicit Bash and cross-platform shell examples alongside PowerShell and Azure CLI commands.
  • Clarify that Azure CLI is cross-platform and provide usage notes for Linux/macOS environments.
  • Include screenshots or instructions for using the Azure portal from non-Windows operating systems.
  • Mention installation and authentication steps for PowerShell and Azure CLI on Linux/macOS.
  • Discuss any platform-specific limitations or considerations for partners working on Linux or macOS.
  • Ensure that tool tables and examples do not assume Windows as the default environment.
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-16 00:00 #52 completed Biased Biased
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets