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 Azure PowerShell examples for deployment, validation, and cleanup, but PowerShell is featured equally alongside CLI rather than being secondary. In the 'Next steps' section, PowerShell management is highlighted before other tools, and there is no mention of Linux-specific patterns or shell scripting alternatives. The documentation does not show explicit Windows-only tools, but the order and emphasis suggest a slight Windows/PowerShell bias.
Recommendations
  • Ensure Azure CLI examples are presented first, as CLI is cross-platform and more commonly used on Linux/macOS.
  • Include references to Bash scripting or Linux shell usage where appropriate, especially in the 'Next steps' section.
  • Add links or examples for managing Service Bus resources using CLI or SDKs on Linux/macOS.
  • Balance the order of PowerShell and CLI examples throughout the documentation to avoid implicit prioritization of Windows tools.
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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
2026-01-11 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