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 mild Windows bias. PowerShell is presented as the first deployment example, and the 'Next steps' section prioritizes PowerShell and Service Bus Explorer (a Windows-only tool) for resource management. While Azure CLI is included, the CLI example uses the deprecated 'azure' CLI rather than the modern 'az' CLI, and does not highlight Linux-specific usage or parity. There are no Linux-specific management tools or workflows mentioned.
Recommendations
  • Present Azure CLI examples before or alongside PowerShell, using the current 'az' CLI syntax, and clarify cross-platform compatibility.
  • Include Linux-specific management options, such as using Azure CLI on Linux, Bash scripts, or other open-source tools.
  • Mention Service Bus Explorer alternatives for Linux/macOS, or clarify platform limitations.
  • Add notes or sections highlighting how all steps can be performed on Linux and macOS, not just Windows.
  • Ensure links to management guides include both PowerShell and CLI options, and avoid Windows-centric phrasing.
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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