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
Summary
The documentation provides examples and instructions for three interfaces: Azure Portal, PowerShell, and Azure CLI. PowerShell examples are given equal prominence to Azure CLI, but PowerShell is a Windows-centric tool, and its examples are presented before Azure CLI in every section. There are no examples for Bash, Linux shell scripting, or other Linux-native tools. The documentation assumes familiarity with PowerShell-specific cmdlets and patterns, which may disadvantage Linux users who typically use Bash or other shells. Azure CLI is cross-platform, but its examples are always secondary to PowerShell, and no explicit Linux-specific guidance is provided.
Recommendations
  • Add Bash/Linux shell examples alongside PowerShell and Azure CLI, especially for condition and operation definitions.
  • Present Azure CLI examples before PowerShell, as Azure CLI is cross-platform and more widely used on Linux.
  • Explicitly mention that Azure CLI commands work natively on Linux/macOS and provide any necessary environment setup instructions.
  • Avoid assuming PowerShell as the default scripting environment; clarify that PowerShell is primarily for Windows users.
  • Consider including links or references to Linux-specific documentation or troubleshooting guides.
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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 Clean Clean
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Clean Clean
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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets