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
windows_tools
Summary
The documentation exhibits a moderate Windows bias. PowerShell is used as the exclusive CLI for both Windows and Linux instructions, with all command-line examples and outputs shown from a Windows environment (e.g., PS C:\WINDOWS\system32>). Windows instructions and examples are consistently presented before Linux equivalents, and Windows-specific tools and file paths are referenced. Linux users are expected to use PowerShell and Windows paths for deployment and monitoring, which may not align with typical Linux workflows.
Recommendations
  • Provide native Bash/CLI examples for Linux users, using Azure CLI or shell scripts instead of PowerShell.
  • Show Linux command outputs from a Linux terminal (e.g., bash prompt), not Windows PowerShell.
  • Clarify that PowerShell Core is cross-platform, but also offer instructions for users who prefer Bash or Azure CLI.
  • List Linux instructions/examples before or alongside Windows instructions to avoid 'Windows first' ordering.
  • Reference Linux file paths and tools (e.g., use /home/user/...) in Linux sections.
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
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets