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
missing_linux_example
Summary
The documentation page exhibits a strong Windows bias: nearly all command-line examples use PowerShell syntax, screenshots and sample outputs are from Windows environments, and instructions for certificate installation and host file editing are Windows-specific. There are no equivalent Linux/macOS commands or guidance, making it difficult for non-Windows users to follow the steps without significant adaptation.
Recommendations
  • Provide Linux/macOS equivalents for all PowerShell commands, using bash and standard Linux utilities (e.g., curl, wget, sed, nano/vim for editing /etc/hosts).
  • Include instructions for installing Docker and certificates on Linux/macOS clients.
  • Show sample outputs and screenshots from Linux/macOS environments alongside Windows examples.
  • Clarify any platform-specific requirements or limitations up front.
  • Ensure all critical steps (e.g., registry enablement, image management, credential handling) have cross-platform instructions.
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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