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 is heavily biased towards Windows and PowerShell. All examples use PowerShell syntax, and instructions explicitly reference Windows PowerShell. There are no examples or guidance for Linux or macOS users, nor any mention of cross-platform alternatives such as Azure CLI or Bash. The installation instructions and prerequisite checks are Windows-centric, and no Linux tools or patterns are discussed.
Recommendations
  • Add equivalent examples using Azure CLI, which is cross-platform and works on Linux/macOS.
  • Provide Bash or shell script examples for sending emails using Azure Communication Services.
  • Clarify that Azure PowerShell can be installed and used on Linux/macOS, and provide installation instructions for those platforms.
  • Include prerequisite checks and module installation steps for Linux/macOS environments.
  • Reorder or balance the documentation so that Windows and Linux/macOS instructions/examples are presented equally.
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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
2026-01-12 00:00 #243 cancelled 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

Flagged Code Snippets