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_tools
windows_first
Summary
The documentation page provides examples for Azure portal, PowerShell, Azure CLI, and ARM templates. PowerShell is featured prominently, with detailed instructions and examples, and is listed before Azure CLI in both creation and verification sections. PowerShell is a Windows-centric tool, and its prominence, along with explicit installation instructions, reflects a Windows bias. There are no Linux shell-specific examples (e.g., Bash scripts), nor is there mention of Linux-native tools or patterns. Azure CLI is cross-platform, but PowerShell's priority and depth of coverage suggest a Windows-first approach.
Recommendations
  • Add Bash shell examples for Linux users, especially for scripting and automation tasks.
  • List Azure CLI examples before PowerShell, as CLI is more platform-neutral and widely used on Linux.
  • Explicitly mention that Azure CLI works on Linux, macOS, and Windows, and provide installation instructions for Linux.
  • Reduce the emphasis on PowerShell or balance it with equivalent Linux-native scripting examples.
  • Include troubleshooting or verification steps using Bash/Unix tools where possible.
GitHub Create Pull Request

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 Clean Clean
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Clean Clean
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