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
windows_first
powershell_heavy
windows_tools
Summary
The documentation provides dedicated sections and example prompts for both Azure CLI and PowerShell, but PowerShell (a Windows-centric tool) is given equal prominence to Azure CLI, despite CLI being cross-platform. There are multiple PowerShell-specific examples, and no Bash or Linux shell scripting examples are provided. The documentation mentions creating and SSH-ing into Linux VMs, but does not provide Linux-specific command-line or scripting examples. Windows tools (PowerShell) are featured, but Linux equivalents (Bash, shell scripts) are missing.
Recommendations
  • Add example prompts for Bash or Linux shell scripting to match PowerShell coverage.
  • Include references to Linux-native tools (e.g., Bash, SSH, scp) in scenarios where PowerShell is mentioned.
  • Ensure that CLI examples clarify cross-platform compatibility and, where relevant, provide both Windows and Linux command-line patterns.
  • Consider adding a table or section that explicitly compares PowerShell and Bash usage for common Azure tasks.
  • Review prompt examples to ensure Linux users see their workflows represented equally alongside Windows/PowerShell.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-14 00:00 #251 completed Biased Biased
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased