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_tools
windows_first
Summary
The documentation page demonstrates a moderate Windows bias, particularly in its references to Windows-specific cryptographic validation (FIPS 140 modules for Windows Server), Windows Hello for Business as an authenticator, and the use of Windows-based terminology when discussing security and compliance. While Linux is briefly mentioned as a supported OS, examples, tools, and validation details are almost exclusively Windows-centric, with no Linux-specific guidance or parity in examples.
Recommendations
  • Include explicit examples and guidance for Linux environments, such as how FIPS 140 validation applies to Linux-based Azure VMs and services.
  • Mention Linux equivalents for authentication (e.g., PAM modules, Linux-compatible FIDO2 keys) alongside Windows Hello for Business.
  • Provide links to documentation on configuring Azure security/compliance features on Linux systems, not just Windows.
  • When referencing cryptographic modules or validation, clarify how Linux-based workloads are supported and validated.
  • Ensure that examples and tool recommendations are cross-platform or presented in parallel (Windows and Linux) rather than Windows-first.
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Scan History

Date Scan Status Result
2026-01-17 00:00 #262 completed Clean Clean
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased