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 demonstrates a Windows bias by providing command-line examples exclusively using Azure PowerShell, a Windows-centric tool. There are no equivalent examples for Linux users (e.g., Azure CLI, Bash), and PowerShell is presented as the only scripting option. The structure consistently lists the Azure portal (GUI) and PowerShell, with no mention of Linux-native tools or workflows, making it less accessible for users on Linux or macOS platforms.
Recommendations
  • Add equivalent Azure CLI (az) command examples for all PowerShell steps, as Azure CLI is cross-platform and widely used on Linux and macOS.
  • Explicitly mention that Azure CLI can be used on Linux, macOS, and Windows, and provide links to installation instructions.
  • Consider including Bash script examples or references for automation on Linux systems.
  • Reorder or parallelize examples so that PowerShell and Azure CLI are presented together, or allow users to select their preferred environment via tabs.
  • Review terminology to avoid implying PowerShell is the default or only option for scripting with Azure.
GitHub Create Pull Request

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