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_tools
missing_linux_example
windows_first
Summary
The documentation page demonstrates a Windows bias by exclusively providing PowerShell-based examples using armclient, a tool most commonly used on Windows. There are no examples or guidance for Linux or cross-platform CLI tools (such as Azure CLI or curl), nor is there mention of Linux-specific usage patterns. The documentation implicitly assumes a Windows environment for API interactions, potentially excluding Linux users or those preferring platform-agnostic tools.
Recommendations
  • Add equivalent examples using Azure CLI (az), which is cross-platform and widely used on Linux.
  • Provide examples using curl for REST API calls, showing raw HTTP requests that work on any OS.
  • Explicitly mention that armclient and PowerShell examples are Windows-centric, and offer alternatives for Linux/macOS users.
  • Reorder examples or provide parallel examples so that Linux/cross-platform options are presented before or alongside Windows/PowerShell options.
  • Include troubleshooting and setup instructions for Linux environments, such as installing Azure CLI or using curl.
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Scan History

Date Scan Status Result
2026-01-17 00:00 #262 completed Biased Biased
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
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 Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean

Flagged Code Snippets