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 presents PowerShell examples before Azure CLI in both resource group and resource deletion sections, which may suggest a Windows-first bias. PowerShell is a Windows-centric tool, and its precedence in examples can imply preference for Windows environments. However, Azure CLI and Python examples are also provided, and no Windows-only tools or patterns are mentioned. Linux parity is reasonable but could be improved by reordering examples or explicitly mentioning cross-platform compatibility.
Recommendations
  • Present Azure CLI examples before PowerShell, as CLI is cross-platform and widely used on Linux and macOS.
  • Add explicit notes that both PowerShell and CLI are available on Windows, Linux, and macOS, clarifying cross-platform support.
  • Include Bash shell script examples for common operations to further support Linux users.
  • Ensure that screenshots and UI instructions do not assume Windows-only environments (e.g., avoid references to Windows-specific UI elements).
  • Consider mentioning that Azure CLI is the recommended tool for Linux users.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-12 00:00 #243 cancelled 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 Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
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 Clean Clean

Flagged Code Snippets