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 covers Azure Service Fabric application security in a generally platform-neutral manner, but several sections show Windows bias. Windows-specific features (e.g., Active Directory, gMSA, BitLocker) are mentioned before or instead of Linux equivalents. Disk encryption is only referenced via a PowerShell/Windows link, and Linux disk encryption is listed as a TODO. Some examples and guidance (e.g., running services under user accounts) focus on Windows scenarios, with less detail for Linux. Linux-specific tools and patterns are rarely mentioned, and Linux parity is incomplete in some critical areas.
Recommendations
  • Add Linux-specific examples and guidance for disk encryption, referencing Azure documentation for encrypting disks on Linux VMSS clusters.
  • Ensure parity in sections about running services under user accounts: clarify how this works on Linux clusters, including any limitations or differences.
  • Where Windows tools (e.g., PowerShell, BitLocker, gMSA) are mentioned, provide equivalent Linux tools or note if no equivalent exists.
  • Review all examples and ensure both Windows and Linux scenarios are covered, especially for certificate management, user accounts, and startup scripts.
  • Remove or resolve TODOs regarding Linux disk encryption, providing actionable guidance.
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Scan History

Date Scan Status Result
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