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
missing_linux_example
windows_tools
Summary
The documentation generally covers Service Fabric security concepts in a cross-platform manner, but several sections show a Windows-first bias. Examples and references to Windows-specific features (Active Directory, gMSA, BitLocker) are given before or in more detail than Linux equivalents. Some features (like disk encryption) only link to Windows/PowerShell guides, with Linux instructions missing or marked as TODO. There are few explicit Linux examples or parity notes for key scenarios.
Recommendations
  • Add explicit Linux examples for disk encryption and securing application data at rest, including links to relevant Azure documentation for Linux VMSS disk encryption.
  • Where Windows-specific features (e.g., gMSA, AD accounts) are mentioned, clarify their platform scope and provide Linux alternatives or state if not applicable.
  • Ensure that API gateway and container security sections include Linux-specific guidance and examples, especially for certificate management.
  • Review all example code and configuration snippets to ensure they are platform-neutral or provide both Windows and Linux variants where appropriate.
  • Update TODOs (e.g., 'Encrypt disks on Linux clusters?') with actual guidance or links to Linux documentation.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #400 in_progress Biased Biased
2026-02-18 00:00 #396 in_progress Biased Biased
2026-02-17 00:00 #392 in_progress Biased Biased
2026-02-16 00:00 #388 in_progress Biased Biased
2026-02-15 00:00 #384 in_progress Biased Biased
2026-02-14 00:00 #380 in_progress Biased Biased
2026-02-13 00:00 #376 in_progress Biased Biased
2026-02-12 00:00 #372 in_progress Biased Biased
2026-02-11 00:00 #368 in_progress Clean Clean
2026-02-10 00:00 #364 completed Biased Biased
2026-02-09 00:00 #360 completed Biased Biased
2026-02-08 00:00 #356 completed Biased Biased
2026-02-05 00:00 #344 completed Biased Biased
2026-02-04 00:00 #340 completed Biased Biased
2026-02-03 00:00 #336 completed Biased Biased
2026-02-02 00:00 #332 completed Biased Biased
2026-02-01 00:00 #328 completed Biased Biased
2026-01-31 00:00 #324 completed Biased Biased
2026-01-30 00:00 #320 completed Biased Biased
2026-01-07 06:10 #227 cancelled Clean Clean

Flagged Code Snippets