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
windows_tools
Summary
The documentation page exclusively uses Azure PowerShell cmdlets and references Azure Cloud Shell and local PowerShell installation for all example workflows. There are no CLI (az), Bash, or Linux-native examples provided, and prerequisites and links consistently point to PowerShell-based instructions. This creates a strong Windows and PowerShell bias, making it less accessible for Linux or cross-platform users who may prefer Bash, Azure CLI, or automation via shell scripts.
Recommendations
  • Add equivalent Azure CLI (az) examples for all PowerShell cmdlets shown, with clear code blocks and instructions.
  • Update prerequisite links to include both PowerShell and Azure CLI/Bash tabs, ensuring parity in setup steps.
  • Mention and demonstrate how to use Azure CLI in Azure Cloud Shell, which is available for both Windows and Linux users.
  • Explicitly state that all operations can be performed from Linux/macOS environments using Azure CLI, and provide sample commands.
  • Ensure that documentation does not assume PowerShell as the default tool, and present both PowerShell and CLI options side-by-side.
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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

Flagged Code Snippets