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
missing_linux_example
Summary
The documentation frequently presents Windows-centric troubleshooting steps, often referencing Windows tools (Control Panel, admin command prompt, Notepad, registry editor, WMI Control Panel) and PowerShell commands for diagnostics and remediation. Windows examples and instructions are often given before or in more detail than Linux equivalents. Some steps, such as time sync and host file editing, only mention Windows methods, with Linux alternatives missing or less emphasized. Linux instructions are present for some errors, but overall, Windows is prioritized.
Recommendations
  • Provide Linux/macOS equivalents for all troubleshooting steps that currently only mention Windows tools (e.g., time sync, editing hosts file, restarting services).
  • Ensure Linux examples are given equal prominence and detail as Windows examples, ideally side-by-side or in tabs.
  • Include Linux-specific commands for checking time sync (e.g., timedatectl, ntpdate), editing hosts file (/etc/hosts), and restarting services.
  • Add macOS notes where relevant, especially for physical server migration scenarios.
  • Avoid referencing Windows tools (Control Panel, Notepad, registry editor) without Linux alternatives.
  • Where PowerShell is used, provide equivalent Bash or shell commands for Linux.
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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
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets