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
missing_linux_example
Summary
The documentation provides examples for Azure CLI, Azure PowerShell, and the Azure Portal. While Azure CLI is cross-platform, PowerShell is traditionally associated with Windows, and its inclusion as a primary example can suggest Windows bias. There are no explicit Linux-specific shell examples (e.g., Bash), nor is there mention of Linux-native tools or patterns. The ordering of examples (CLI, then PowerShell, then Portal) puts Windows-centric tooling before Linux-centric alternatives, and there is no guidance for Linux users beyond the CLI.
Recommendations
  • Add explicit Bash shell examples for Linux users, especially for command-line queries.
  • Clarify that Azure CLI is cross-platform and provide usage notes for Linux environments (e.g., installation, shell differences).
  • Consider including examples using other Linux-native tools (such as curl, jq, or REST API calls) where relevant.
  • Reorder examples or provide tabs for 'Linux/Bash' and 'Windows/PowerShell' to make parity clear.
  • Add notes or links to Linux-specific documentation for users who may not use PowerShell.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
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 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 Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean

Flagged Code Snippets