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 page exhibits a moderate Windows bias. Windows and Windows Server are mentioned explicitly as examples for encryption in transit (SMB 3.0), while Linux equivalents are not discussed. There is a reference to PowerShell attacks in the security monitoring section, and several linked blog posts focus on Windows-centric attack vectors (e.g., PowerShell, Sysmon). Linux is only mentioned in passing in two blog post titles, and there are no explicit Linux or cross-platform command-line examples or tool references. The documentation assumes familiarity with Windows tools and patterns, and does not provide parity for Linux users.
Recommendations
  • When mentioning Windows-specific features (e.g., SMB 3.0 encryption), also describe Linux equivalents, such as NFS with Kerberos or SMB 3.0 support on Linux.
  • Include Linux command-line or configuration examples alongside any Windows or PowerShell examples.
  • Reference Linux-native security tools (e.g., auditd, SELinux, AppArmor) where appropriate, especially in sections discussing monitoring and threat detection.
  • Balance blog post references to include more Linux-focused security scenarios and guidance.
  • Explicitly state cross-platform support and provide links to Linux documentation or guides where relevant.
  • Avoid assuming the reader is using Windows; use neutral language and examples that apply to both Windows and Linux environments.
GitHub Create Pull Request

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
2026-01-12 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
2025-09-07 00:00 #104 completed Clean Clean
2025-08-07 00:00 #73 completed Biased Biased
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased