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
missing_linux_example
windows_tools
windows_first
Summary
The documentation provides detailed configuration steps exclusively using Azure PowerShell cmdlets, which are native to Windows environments. There are no CLI (az), Bash, or Linux/macOS-specific instructions or examples. The PowerShell approach is presented as the only code-based method, and it appears before any mention of alternatives. This creates friction for Linux/macOS users who typically use Azure CLI or REST API, and may not have access to PowerShell or prefer not to use it.
Recommendations
  • Add equivalent Azure CLI (az) examples for all configuration steps, including new and existing firewall setups.
  • Explicitly mention that Azure CLI and REST API can be used, and provide links or code samples.
  • Reorder examples so that cross-platform tools (CLI, portal) are presented before or alongside PowerShell.
  • Clarify any limitations or differences between PowerShell and CLI approaches, if any.
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
2026-01-11 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
2025-08-29 00:01 #95 completed 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