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 consistently presents Windows/PowerShell examples before Linux/Azure CLI equivalents, and uses Windows-centric terminology and tools (e.g., PowerShell splatting, Visual Studio Code as the only editor, references to Git Bash for Windows). While Azure CLI examples are provided for Linux/macOS users, the ordering and explanations favor Windows users, and there is little mention of Linux-specific workflows or alternative editors/tools.
Recommendations
  • Alternate the order of PowerShell and Azure CLI examples, or present CLI examples first to avoid implicit Windows prioritization.
  • Explicitly mention Linux/macOS compatibility and workflows, including common editors (e.g., Vim, nano) and shell environments (e.g., Bash, Zsh).
  • Provide troubleshooting notes for Linux/macOS users (e.g., file permissions, line endings, shell differences), not just for Git Bash on Windows.
  • Reference cross-platform tools and extensions, and clarify that Visual Studio Code is available on Linux/macOS, or suggest alternatives.
  • Avoid Windows-specific terminology (e.g., splatting) without equivalent Linux/CLI explanations.
  • Include a parity checklist to ensure all steps and examples are equally accessible and clear for Linux users.
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
2026-01-12 00:00 #243 cancelled Clean Clean
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 Clean Clean

Flagged Code Snippets