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
missing_linux_example
Summary
The documentation exhibits a moderate Windows bias, with Windows terminology, technologies, and tools frequently mentioned first or exclusively. Examples include repeated references to Windows Server, Hyper-V, Windows Firewall, BitLocker, and PowerShell, often before or in more detail than Linux equivalents. While Linux is acknowledged (e.g., DM-Crypt, SSH), Windows-centric patterns and tools are emphasized, and some sections lack Linux-specific examples or parity in depth.
Recommendations
  • Ensure examples and instructions are provided for both Windows and Linux platforms, especially for critical operations such as VM provisioning, disk encryption, and network configuration.
  • Present Linux and Windows options side-by-side or in parallel, rather than listing Windows first or in more detail.
  • Include Linux-specific tools and workflows (e.g., iptables, firewalld, SELinux, systemd) where Windows tools (e.g., Windows Firewall, PowerShell) are mentioned.
  • Expand on Linux-specific security features and controls, such as AppArmor, auditd, and kernel security modules.
  • Where PowerShell is referenced, also provide equivalent Azure CLI or Bash commands for Linux users.
  • Review and update terminology to be platform-neutral where possible (e.g., 'Host OS' instead of 'Windows Server Host OS').
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Scan History

Date Scan Status Result
2026-02-11 00:00 #366 in_progress Clean Clean
2026-02-10 00:00 #362 completed Biased Biased
2026-02-09 00:00 #358 completed Clean Clean
2026-02-08 00:00 #354 completed Biased Biased
2026-02-05 00:00 #342 completed Clean Clean
2026-02-04 00:00 #338 completed Clean Clean
2026-02-03 00:00 #334 completed Clean Clean
2026-02-02 00:00 #330 completed Clean Clean
2026-02-01 00:00 #326 completed Biased Biased
2026-01-31 00:00 #322 completed Biased Biased
2026-01-30 00:00 #318 completed Clean Clean
2026-01-27 00:00 #306 completed Biased Biased
2026-01-26 00:00 #302 completed Biased Biased
2026-01-24 00:00 #294 completed Biased Biased
2026-01-23 00:00 #290 failed Clean Clean
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled 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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased