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
windows_tools
powershell_heavy
Summary
The documentation provides both Linux and Windows instructions for each step, using tabbed sections. However, Windows-specific tools and modules (such as StorageDsc, NetworkingDsc, ComputerManagementDsc, PSDesiredStateConfiguration, WindowsDefender, ServerManager, SecurityPolicyDsc) are listed in detail, while Linux equivalents (such as systemd, firewalld, LVM, etc.) are not mentioned. Windows tasks are described with explicit references to Windows features and PowerShell DSC modules, whereas Linux tasks are described generically. In some cases, Windows instructions include more detail about credential handling and domain joining, which are not paralleled for Linux. The initial playbook and configuration sections mention Windows-specific concepts (domain join, firewall, DSC modules) before Linux equivalents, and the overall structure sometimes lists Windows tasks before Linux ones.
Recommendations
  • List Linux configuration tools and modules (e.g., systemd, firewalld, LVM, SELinux, etc.) in the same detail as Windows DSC modules.
  • Ensure parity in credential handling and security configuration instructions for Linux (e.g., mention SSH key management, sudoers configuration, PAM, etc.).
  • When describing tasks, provide Linux-specific terminology and references (e.g., package managers like yum/apt/zypper, systemd services, kernel tuning via sysctl).
  • Avoid listing Windows tasks or tools before Linux equivalents; use parallel structure and detail for both platforms.
  • Include explicit examples of Linux domain integration (e.g., using SSSD/realmd for Active Directory join) if relevant.
  • Review all sections for parity in technical depth and specificity between Linux and Windows instructions.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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
2025-09-11 00:00 #108 completed Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-31 00:00 #66 completed Clean Clean
2025-07-30 00:00 #65 completed Clean Clean
2025-07-29 00:01 #64 completed Clean Clean
2025-07-28 00:00 #63 completed Clean Clean
2025-07-27 00:00 #62 completed Clean Clean
2025-07-26 00:01 #61 completed Clean Clean
2025-07-25 00:00 #60 completed Clean Clean
2025-07-24 00:00 #59 completed Clean Clean
2025-07-23 00:00 #58 completed Clean Clean
2025-07-22 00:01 #57 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean

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