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
powershell_heavy
windows_tools
windows_first
Summary
The documentation provides both Bash and PowerShell examples for most commands, but PowerShell is featured heavily throughout, including for Azure-specific tasks and Docker usage. Windows tools and patterns (such as PowerShell cmdlets and Docker Desktop for Windows) are mentioned explicitly, sometimes before or with more detail than their Linux equivalents. There is a slight tendency to present Windows/PowerShell options as primary or default, which may make the documentation feel more Windows-centric, especially for users on Linux.
Recommendations
  • Ensure parity by providing Bash examples for all steps, especially where PowerShell-specific cmdlets are used (e.g., resource creation, role assignments).
  • Explicitly mention Linux alternatives for Docker installation and usage, including common Linux distributions and package managers.
  • Where PowerShell is used for Azure resource management, provide equivalent Bash/Azure CLI scripts for Linux users.
  • Avoid language that implies Windows/PowerShell is the default or preferred platform; present Bash and PowerShell options with equal prominence.
  • Add troubleshooting tips or notes for common Linux issues (e.g., permissions, environment variables, Docker daemon setup).
  • Consider including a dedicated Linux section or tab for steps that differ significantly between platforms.
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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 Clean Clean

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