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 provides both Azure CLI and Azure PowerShell examples for deploying and managing resources. However, PowerShell (a Windows-centric tool) is given equal prominence to Azure CLI, and is referenced throughout, including in cleanup and validation steps. Additionally, references to PowerShell-specific tutorials and images are present. While Azure CLI is cross-platform and shown first in each example, the consistent inclusion of PowerShell may suggest a slight Windows bias, especially for users on Linux/macOS who are less likely to use PowerShell.
Recommendations
  • Clarify that Azure CLI is cross-platform and preferred for Linux/macOS users.
  • Consider moving PowerShell examples to a separate section or after CLI examples to reinforce CLI as the default for non-Windows users.
  • Add explicit notes or links for Linux/macOS users, such as installation instructions for Azure CLI.
  • Remove or minimize references to PowerShell-specific images unless they are essential.
  • Ensure that all referenced tutorials and next steps are equally accessible from Linux/macOS environments.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets