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
missing_linux_example
windows_first
Summary
The documentation page demonstrates a notable Windows bias by providing only Azure PowerShell examples for troubleshooting, referencing Windows-centric tools and patterns (such as PowerShell cmdlets and IIS), and omitting equivalent Azure CLI or Bash examples. This creates friction for Linux/macOS users who may not have access to PowerShell or prefer command-line tools native to their platforms. The order of presentation also places Windows/PowerShell solutions first, with no mention of Linux-specific troubleshooting steps or cross-platform alternatives.
Recommendations
  • Add Azure CLI examples alongside PowerShell for all troubleshooting steps.
  • Explicitly mention that PowerShell commands can be run on Linux/macOS (if true), or provide Bash equivalents.
  • Include troubleshooting guidance for common Linux web servers (e.g., Apache, Nginx) where IIS is referenced.
  • Reorder examples or provide parallel instructions for both Windows and Linux users.
  • Clarify tool requirements and provide installation instructions for non-Windows platforms.
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 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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets