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 provides a general overview of Service Fabric application security, with some sections and examples that are Windows-centric or reference Windows tools and patterns first. There are references to running services under Windows-specific accounts (Active Directory, gMSA), and disk encryption is only linked to a Windows PowerShell example, with a TODO for Linux. Linux equivalents are mentioned but not detailed, and examples or step-by-step instructions for Linux are missing in several sections.
Recommendations
  • Add explicit Linux examples for disk encryption and securing data at rest, including links to relevant Azure documentation for Linux VMSS disk encryption.
  • Provide parallel instructions or references for running services under Linux user accounts, including any differences in manifest configuration or security principal setup.
  • Ensure that examples and walkthroughs for certificate management, endpoint configuration, and container security include both Windows and Linux scenarios, with clear distinctions.
  • Where Windows-specific features (e.g., gMSA, AD integration) are mentioned, clarify Linux alternatives or state if no equivalent exists.
  • Reorder examples or provide side-by-side Windows and Linux instructions to avoid Windows-first bias.
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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