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
Summary
The documentation demonstrates a Windows bias by prioritizing Windows-centric tools and workflows. The Azure portal and PowerShell are introduced first, with PowerShell examples provided before Azure CLI. The only scripting example in the initial registration step is PowerShell, and references to 'Get started with Azure PowerShell' appear before 'Get started with Azure CLI'. There is no mention of Linux-specific tools, shell environments, or guidance for Linux users. The screenshots and step-by-step instructions are tailored to the Azure portal, which is platform-agnostic but often associated with Windows workflows. The CLI section is present but appears after PowerShell, reinforcing a Windows-first approach.
Recommendations
  • Present Azure CLI examples before or alongside PowerShell examples to ensure equal visibility for Linux and cross-platform users.
  • Include explicit references to Linux environments (e.g., bash, zsh) and clarify that Azure CLI commands work natively on Linux, macOS, and Windows.
  • Add notes or sections for Linux users, such as installation guidance for Azure CLI on Linux, and troubleshooting tips for common Linux scenarios.
  • Avoid using PowerShell as the default or only scripting example in introductory steps; provide parallel examples for Azure CLI.
  • Ensure that any screenshots or UI instructions do not assume a Windows environment (e.g., avoid showing Windows-specific UI elements or terminology).
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean

Flagged Code Snippets