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_tools
powershell_heavy
windows_first
Summary
The documentation page demonstrates a moderate Windows bias. While the main examples use the Azure portal and Azure CLI (which are cross-platform), the 'Other tools' section lists PowerShell commands and Visual Studio Code before mentioning REST API, with PowerShell being a Windows-centric tool. There are no Linux-specific tools or patterns mentioned, and PowerShell is highlighted as a primary alternative management method. No Linux shell or scripting examples are provided, and the ordering of tools favors Windows-first approaches.
Recommendations
  • Include examples or references for Linux-native tools, such as Bash scripts or Linux shell utilities for device management.
  • Mention cross-platform alternatives to PowerShell, such as Bash or Python scripts, especially for automation.
  • Clarify that Azure CLI is cross-platform and provide explicit instructions for installation and usage on Linux and macOS.
  • Add links or examples for using REST API with curl or other Linux-friendly tools.
  • Balance the 'Other tools' section by listing Linux-friendly options before or alongside Windows-centric tools like PowerShell.
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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 Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets