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, especially in sections discussing cryptography and authentication. Windows-specific tools and validation programs (such as Windows FIPS validation and Windows Hello for Business) are mentioned explicitly and sometimes before Linux equivalents. References to cryptographic modules and authentication verifiers focus on Windows implementations, with little mention of Linux-specific guidance or parity.
Recommendations
  • Include explicit references to Linux cryptographic modules and their FIPS validation status in Azure environments.
  • Provide examples or guidance for configuring Azure security features (such as Key Vault, encryption, and authentication) on Linux systems, not just Windows.
  • Mention Linux-compatible authentication solutions (such as FIDO2 security keys and smartcards) and how they integrate with Azure and Microsoft Entra ID.
  • Ensure that documentation about cryptography, authentication, and compliance highlights cross-platform support and does not imply Windows as the default or preferred environment.
  • Add links or sections for Linux-specific best practices in Azure for public safety and justice workloads.
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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