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 page exhibits a moderate Windows bias. Troubleshooting steps and examples frequently reference Windows-specific tools (Control Panel, admin command prompt, PowerShell, Notepad, registry editor, WMI Control Panel, WinRM, etc.) and provide Windows remediation steps first or exclusively. Linux instructions are sometimes present, but often appear after Windows steps or are less detailed. Some troubleshooting sections lack Linux equivalents or parity in depth, especially for time sync, credential validation, and appliance configuration tasks.
Recommendations
  • Ensure every troubleshooting step that references a Windows tool or command also provides the Linux equivalent (e.g., for time sync, use 'timedatectl' or 'ntpdate' on Linux).
  • Present Linux and Windows examples side-by-side or in parallel tabs, rather than listing Windows first.
  • Expand Linux troubleshooting guidance to match the detail given for Windows (e.g., for credential validation, provide steps for checking SSH keys, PAM config, sudoers, etc.).
  • When referencing file edits (like hosts file), include Linux paths and commands (e.g., '/etc/hosts' with 'sudo vi /etc/hosts').
  • For appliance service management, provide Linux service commands (e.g., 'systemctl restart dra') alongside 'net stop/start dra'.
  • Where PowerShell is used for Windows, provide Bash or shell script equivalents for Linux where possible.
  • Review all sections for missing Linux examples and add them to ensure parity.
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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