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 demonstrates a moderate Windows bias. Troubleshooting steps and examples often reference Windows tools (Control Panel, admin command prompt, PowerShell, Notepad, registry editor) and Windows-specific commands (w32tm, winrm, net stop/start, editing C:\Windows\System32\Drivers\etc\hosts) before or instead of Linux equivalents. In several sections, remediation steps for Windows are detailed, while Linux instructions are either brief, appear later, or are missing entirely. PowerShell scripts are provided for Windows, but comparable Linux scripts are not. Some troubleshooting for physical servers does include Linux steps, but overall, Windows-centric patterns dominate.
Recommendations
  • Provide Linux-first or side-by-side examples for all troubleshooting steps, especially where only Windows tools or commands are mentioned.
  • Include Linux equivalents for commands such as time synchronization, service management, and host file editing (e.g., using timedatectl, systemctl, /etc/hosts).
  • Add Bash or shell script examples for Linux where PowerShell scripts are provided for Windows.
  • Reference Linux configuration tools (e.g., systemd, crontab, nano/vi) alongside Windows tools like Control Panel and Notepad.
  • Ensure troubleshooting steps for Linux are as detailed as those for Windows, including error codes, log locations, and common issues.
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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