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 the 'armclient' tool, which is primarily used on Windows. There are no Linux shell (bash/curl) examples, nor is there mention of Linux-native tools or cross-platform alternatives. The instructions and code samples assume a Windows/PowerShell environment, making it less accessible for Linux users.
Recommendations
  • Provide equivalent examples using bash and curl for REST API calls, showing how to perform the same operations on Linux or macOS.
  • Mention cross-platform tools such as 'az' CLI, which works on both Windows and Linux, and provide sample commands.
  • Explicitly state that the APIs can be accessed from any OS and clarify tool requirements for each platform.
  • Reorder or balance examples so that Linux and Windows usage patterns are presented equally, or at least mention Linux alternatives alongside Windows instructions.
  • Add a section on prerequisites for both Windows and Linux environments, including installation instructions for required tools.
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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