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, primarily in its references to Windows-specific cryptographic modules and authentication solutions. Windows tools and validation programs are mentioned explicitly (e.g., Windows FIPS validation, Windows Hello for Business), and Windows is listed before Linux when describing Azure's underlying operating systems. There are no Linux-specific examples, tools, or patterns provided, and the documentation does not offer parity in describing Linux equivalents for cryptographic validation or authentication solutions.
Recommendations
  • Include explicit references to Linux cryptographic modules and their FIPS validation status in Azure environments.
  • Provide examples or guidance for Linux-based authentication solutions (e.g., integration with FIDO2, smartcards, or other MFA tools on Linux).
  • When listing supported operating systems or technologies, mention Linux and Windows equally, or alternate their order to avoid implicit prioritization.
  • Add documentation links or sections for configuring security and compliance features on Linux-based Azure workloads.
  • Highlight cross-platform compatibility for key Azure services (e.g., Azure Key Vault, confidential computing) with both Windows and Linux environments.
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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