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
windows_tools
powershell_heavy
Summary
The documentation generally covers both Windows and Linux scenarios for Service Fabric security, but Windows-specific tools and examples (such as PowerShell commands and Windows Defender) are often presented first or exclusively. Some sections, like Windows Defender configuration, are Windows-only by nature and are correctly flagged as such. However, in other areas, Windows commands (PowerShell) are shown before Linux equivalents, and Windows-centric tools (e.g., Azure Desired State Configuration, Windows security baselines) are emphasized without mentioning Linux alternatives.
Recommendations
  • Present Windows and Linux examples side-by-side or in parallel sections, rather than listing Windows first.
  • Where Windows-specific tools are mentioned (e.g., Desired State Configuration, Windows Defender), add notes or links to equivalent Linux approaches (such as Ansible, Chef, or Linux-native security baselines).
  • Ensure that Linux users are provided with clear guidance and examples for all major security tasks, not just links to separate documents.
  • Add explicit statements when a feature or recommendation is Windows-only, to clarify intent and avoid confusion.
  • Consider including more Linux-focused best practices, such as SELinux/AppArmor, Linux firewall configuration, and Linux-native monitoring/antimalware solutions.
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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