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_first
windows_tools
Summary
The documentation demonstrates a moderate Windows bias. PowerShell is given a prominent, detailed section before Azure CLI, with explicit instructions for installing and using the Azure PowerShell module (a Windows-centric tool). The PowerShell section is more verbose and includes troubleshooting steps for module installation and versioning, which are specific to Windows environments. Although Azure CLI is covered, there is no mention of Linux-specific usage patterns, and the PowerShell/Windows approach is presented first and in greater detail.
Recommendations
  • Alternate the order of PowerShell and Azure CLI sections, or present Azure CLI first to avoid defaulting to Windows-centric tooling.
  • Provide explicit Linux usage notes, such as mentioning that Azure CLI is pre-installed on many Linux distributions and can be installed via package managers like apt or yum.
  • Include example commands for common Linux shells (e.g., bash, zsh) and clarify that Azure CLI is cross-platform.
  • Reduce the emphasis on PowerShell-specific troubleshooting (e.g., module installation/versioning) unless paralleled with Linux/CLI troubleshooting steps.
  • Add a brief section or note about using Azure CLI and Cloud Shell from Linux/macOS environments, highlighting parity and any differences.
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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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets