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 page generally covers Service Fabric application security in a cross-platform manner, but there are several sections where Windows-specific patterns, tools, or examples are mentioned first or exclusively. For example, running services under Active Directory domain accounts and group managed service accounts (gMSA) is described only for Windows clusters, with no Linux equivalents or alternatives suggested. Disk encryption is referenced with a link to a PowerShell-based Windows guide, while Linux disk encryption is only mentioned as a TODO. Some examples and terminology (e.g., NetworkService, BitLocker) are Windows-centric, and Linux-specific security practices are not equally represented.
Recommendations
  • Add Linux-specific examples and instructions where Windows-only features are described (e.g., disk encryption, service accounts).
  • Where features are Windows-only (e.g., AD DS integration, gMSA), explicitly state that Linux alternatives are not available, and suggest best practices for Linux clusters.
  • Ensure that cross-platform features (such as certificate management, container security, and API gateway usage) include both Windows and Linux usage patterns and examples.
  • Update TODOs (such as 'Encrypt disks on Linux clusters?') with actual guidance or links to relevant documentation.
  • Where possible, provide Linux-first or side-by-side examples to improve parity and reduce friction for non-Windows users.
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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