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 cross-platform manner but exhibits some Windows bias. Windows-specific tools and patterns (e.g., Active Directory, gMSA, BitLocker, NetworkService account) are mentioned before or more prominently than Linux equivalents. Some sections (e.g., disk encryption, user accounts) provide Windows-focused examples or references, while Linux guidance is missing or relegated to TODO comments.
Recommendations
  • Add Linux-specific examples for disk encryption (e.g., using Azure Disk Encryption with Linux VMSS, or referencing LUKS).
  • Provide guidance on configuring user accounts and security principals for Linux clusters, including how to run services under different Linux users/groups.
  • Ensure parity in certificate management and container security examples for Linux clusters.
  • When mentioning Windows tools or patterns (e.g., BitLocker, gMSA, NetworkService), immediately follow with Linux equivalents or clarify platform applicability.
  • Remove or resolve TODO comments regarding Linux disk encryption and provide actionable documentation.
  • Include sample manifests or scripts for Linux scenarios where possible.
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Scan History

Date Scan Status Result
2026-02-20 00:00 #404 in_progress Biased Biased
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