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
missing_linux_example
windows_tools
windows_first
Summary
The documentation page exhibits Windows bias by exclusively providing PowerShell examples for command-line operations, with no mention of Azure CLI, Bash, or Linux-native tools. All scripting and automation instructions use PowerShell syntax, which is primarily associated with Windows environments. There are no Linux-specific examples or guidance, and the documentation does not acknowledge cross-platform alternatives. The ordering also places PowerShell before any mention of CLI, and does not offer parity for Linux users.
Recommendations
  • Add equivalent Azure CLI examples for all PowerShell commands, using Bash syntax where appropriate.
  • Explicitly mention that Azure CLI can be used on Linux, macOS, and Windows, and provide installation links.
  • Include guidance for Linux users, such as using Bash scripts or referencing Azure CLI documentation.
  • Where possible, provide cross-platform instructions or highlight differences between PowerShell and CLI usage.
  • Consider reordering examples so that cross-platform tools (Azure CLI) are presented before or alongside PowerShell.
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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

Flagged Code Snippets