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_first
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a strong Windows bias. All scripting examples use PowerShell, and users are instructed to use the Azure Cloud Shell in PowerShell mode. There are no Bash or Linux-native shell examples, nor are Linux-specific tools or workflows mentioned. The use of PowerShell is assumed throughout, and steps involving CLI usage are always preceded by PowerShell-based configuration. This may hinder Linux users or those who prefer Bash or other shells.
Recommendations
  • Add equivalent Bash/Azure CLI examples for all PowerShell scripts.
  • Explicitly mention that Azure Cloud Shell supports Bash and provide instructions for using Bash.
  • Where possible, use cross-platform Azure CLI commands for configuration steps, or provide both PowerShell and Bash alternatives.
  • Clarify which steps are platform-agnostic and which require Windows/PowerShell, and offer Linux-friendly alternatives.
  • Include notes or links for Linux users on how to install and use Azure CLI and Microsoft Graph CLI tools.
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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 Biased Biased

Flagged Code Snippets