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 demonstrates a moderate Windows bias. Troubleshooting steps and examples frequently reference Windows-specific tools (Control Panel, admin command prompt, Notepad, PowerShell, Windows registry, WMI, WinRM) and provide Windows instructions first or exclusively in many sections. Linux instructions are present but often appear after Windows steps or are less detailed. Some troubleshooting flows (e.g., time sync, host file editing, credential validation) only mention Windows methods or tools, with Linux alternatives missing or less emphasized.
Recommendations
  • Ensure Linux troubleshooting steps are provided wherever Windows steps are given, including parity in detail and order.
  • Include Linux-first examples or alternate flows where appropriate, especially for common tasks like time synchronization, host file editing, and credential validation.
  • Add Linux equivalents for Windows-specific tools (e.g., show how to edit /etc/hosts, use timedatectl/ntp for time sync, check SSH and sudo configuration for permissions).
  • Balance PowerShell and Windows command prompt examples with Bash and Linux shell commands.
  • Where possible, use cross-platform language (e.g., 'edit the hosts file' instead of 'open Notepad as admin and edit C:\Windows\System32\Drivers\etc\hosts').
  • Explicitly call out differences in troubleshooting steps for Linux and Windows appliances, especially in sections that currently only mention Windows.
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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