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
missing_linux_example
Summary
The documentation provides both Azure CLI and PowerShell examples for all major operations. However, in the PowerShell sections, it exclusively recommends and demonstrates the use of ARMClient, a Windows-centric tool (armclient.exe), without mentioning or providing Linux alternatives for REST operations. There is no mention of cross-platform REST tools (e.g., curl, httpie) in the prerequisites or examples, and ARMClient is not natively available for Linux. This creates a bias toward Windows users in the PowerShell workflow and REST tooling recommendations.
Recommendations
  • In the PowerShell prerequisites, mention and provide examples for cross-platform REST tools such as curl or httpie, which are available on both Windows and Linux.
  • Clarify whether ARMClient can be used on Linux (e.g., via .NET Core), or suggest alternative approaches for Linux users.
  • Add explicit Linux/WSL instructions for PowerShell users, or recommend using Azure CLI for Linux environments.
  • Where REST operations are demonstrated, provide examples using curl or httpie alongside ARMClient, especially for users who may not have ARMClient available.
  • Review and update documentation to ensure that all tooling and examples are accessible and functional on both Windows and Linux platforms.
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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
2026-01-12 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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

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