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
windows_first
windows_tools
Summary
The documentation page shows a moderate Windows bias. PowerShell is presented as the first deployment example, and the 'Next steps' section prioritizes PowerShell and Service Bus Explorer (a Windows-only GUI tool). While Azure CLI is included, the CLI example uses the legacy 'azure' CLI (deprecated and not cross-platform), and there is little mention of Linux/macOS-specific workflows or tools.
Recommendations
  • Present Azure CLI examples before or alongside PowerShell, using the current 'az' CLI syntax, which is cross-platform.
  • Add explicit instructions or examples for Linux/macOS users, including shell commands and environment notes.
  • Mention Service Bus Explorer alternatives for Linux/macOS (e.g., cross-platform tools or SDK usage).
  • Balance 'Next steps' links to include management via Azure CLI and SDKs, not just PowerShell and Windows tools.
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