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. All command-line examples use PowerShell syntax, and instructions for editing system files (such as hosts) and installing certificates are given only for Windows clients. Sample outputs are exclusively from Windows environments (e.g., PS C:\WINDOWS\system32>), and there are no Linux or macOS equivalents provided for any step. Windows tools and patterns (PowerShell, Certificate Import Wizard, Docker Desktop for Windows) are mentioned before or instead of cross-platform or Linux-native alternatives.
Recommendations
  • Provide equivalent Linux/macOS command examples for all steps, including enabling the registry, editing /etc/hosts, installing certificates, and managing images.
  • Include sample outputs from Linux shells (bash/zsh) alongside PowerShell outputs.
  • Document Linux-native methods for certificate installation (e.g., using update-ca-certificates or trust anchors).
  • Mention Docker installation steps for Linux and macOS clients.
  • Clarify which steps are OS-specific and which are cross-platform.
  • Avoid assuming the client is Windows; use neutral language and structure instructions for both Windows and Linux/macOS users.
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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

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