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 exclusively uses PowerShell commands and references the Azure Az PowerShell Module for all resource management tasks. There are no examples or instructions for using Azure CLI, Bash, or other cross-platform tools. This creates a strong Windows bias, as PowerShell is natively available on Windows and less commonly used on Linux/macOS systems. The documentation does not mention or provide parity for Linux users, nor does it offer alternative command-line examples.
Recommendations
  • Add equivalent Azure CLI examples for all resource management tasks (e.g., az communication email-domain create, az communication email-domain update, etc.).
  • Include a section on installing and using Azure CLI on Linux/macOS.
  • Mention that PowerShell Core is available cross-platform, but clarify usage differences if any.
  • Present both PowerShell and CLI examples side-by-side, or allow users to select their preferred shell.
  • Explicitly state platform compatibility for each tool and provide links to relevant installation guides for Linux/macOS.
  • Consider adding Bash script examples for common operations.
GitHub Create Pull Request

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 Biased Biased

Flagged Code Snippets