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, but several sections show subtle Windows bias. Examples and references often prioritize Windows tools or features (e.g., Active Directory, BitLocker, gMSA) and mention Windows-specific patterns before Linux equivalents. Some security features (like disk encryption) link only to Windows/PowerShell guides, and Linux options are left as TODOs or not described. Linux users may need to search elsewhere for parity.
Recommendations
  • Provide Linux-specific examples and links for disk encryption and other security features where only Windows/PowerShell instructions are given.
  • Ensure that references to OS-specific features (e.g., gMSA, AD accounts) are clearly marked as Windows-only, and offer Linux alternatives or clarify their absence.
  • Include Linux-first or cross-platform examples in sections about running services under different accounts, managing secrets, and securing containers.
  • Complete TODOs regarding Linux disk encryption and other missing Linux documentation.
  • Balance the order of presentation so that Linux and Windows approaches are given equal prominence where both are supported.
GitHub Create Pull Request

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