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
Summary
The documentation provides both Azure CLI and PowerShell examples for deployment, validation, and cleanup, but consistently lists PowerShell as the second option and highlights PowerShell-specific management resources in the 'Next steps' section. There is a slight Windows bias in the prominence of PowerShell, and the 'Manage Service Bus with PowerShell' article is specifically called out, while equivalent Linux/bash management resources are not.
Recommendations
  • Ensure parity by including links to Linux/bash management guides in the 'Next steps' section, such as 'Manage Service Bus with Azure CLI' or scripting with bash.
  • When listing tools or examples, alternate the order (e.g., sometimes show CLI first, sometimes PowerShell) or clarify that both are cross-platform, with CLI being natively available on Linux/macOS.
  • Add explicit notes that Azure CLI commands work on Windows, Linux, and macOS, and consider including bash script examples where appropriate.
  • If mentioning PowerShell, also mention that PowerShell Core is cross-platform, or provide bash alternatives for scripting scenarios.
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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets

# [PowerShell](#tab/PowerShell)

# [PowerShell](#tab/PowerShell)