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
windows_tools
Summary
The documentation page demonstrates a moderate Windows bias. PowerShell is presented first in the deployment commands section, and the 'Next steps' section prioritizes PowerShell and Windows-centric tools (Service Bus Explorer). While Azure CLI is included, the CLI example uses the deprecated 'azure' command rather than the modern 'az', and does not highlight Linux/Mac usage or shell integration. There are no Linux-specific or cross-platform management tool examples, and the documentation references PowerShell management articles before CLI equivalents.
Recommendations
  • Present Azure CLI examples before PowerShell, using the modern 'az' command syntax.
  • Explicitly mention that Azure CLI works on Linux, Mac, and Windows, and provide shell-specific usage notes.
  • Include cross-platform management tool examples (e.g., Azure CLI, REST API, or SDKs) in the 'Next steps' section.
  • Reference CLI-based management articles alongside or before PowerShell articles.
  • Add notes or examples for Linux/Mac users, such as using bash/zsh, and clarify that Service Bus Explorer is a Windows-only tool.
  • Ensure parity in troubleshooting and advanced usage examples for both CLI and PowerShell.
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