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
powershell_heavy
windows_first
windows_tools
missing_linux_example
Summary
The documentation demonstrates a Windows bias by prioritizing Windows tools and patterns (such as PowerShell and Windows Server certificate services), referencing Windows-specific security options, and omitting equivalent Linux guidance or examples. There are no Linux/CLI examples or mentions of Linux-specific deployment or security practices, and Windows terminology is used as the default throughout.
Recommendations
  • Provide equivalent examples and instructions for Linux environments, including using Azure CLI, Bash scripts, and Linux certificate management tools.
  • Mention Linux support and patterns alongside Windows, rather than only referencing Windows or listing it first.
  • Include guidance for securing Service Fabric clusters running on Linux, such as using OpenSSL for certificate creation and management.
  • Reference cross-platform tools and APIs (e.g., REST, Azure CLI) wherever possible, and clarify when a feature or tool is Windows-only.
  • Add explicit Linux sections or callouts for each best practice, ensuring Linux administrators are equally supported.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed 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 Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased