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 provides API, Azure CLI, PowerShell, and Portal instructions for removing a VM scale set association from a capacity reservation group. PowerShell examples are given equal prominence to CLI, and explicit references to Azure PowerShell cmdlets are included. PowerShell is a Windows-centric tool, and its inclusion as a primary method (with detailed examples and links) reflects a Windows bias. Additionally, the CLI examples use Azure CLI, which is cross-platform, but PowerShell is mentioned before Portal in the tab order, and the documentation links to PowerShell modules without similar links for Bash or Linux shell scripting. There are no Bash or Linux shell script examples, nor are there references to Linux-specific tools or workflows.
Recommendations
  • Add Bash or Linux shell script examples where appropriate, especially for users who prefer scripting outside Azure CLI.
  • Clarify that Azure CLI is cross-platform and can be used on Linux/macOS equally.
  • Provide links to Azure CLI documentation similar to the PowerShell links.
  • Consider reordering tabs so that CLI appears before PowerShell, or alternate tab order based on detected platform.
  • Explicitly mention Linux/macOS compatibility in the CLI sections.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-14 01:31 #124 completed Biased Biased
2026-01-14 00:01 #122 completed Biased Biased
2026-01-13 06:17 #109 completed Biased Biased
2026-01-12 00:00 #101 completed Biased Biased
2026-01-10 00:00 #94 completed Clean Clean
2026-01-09 19:00 #91 completed Clean Clean
2026-01-06 22:28 #80 completed Clean Clean

Flagged Code Snippets