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
windows_tools
powershell_heavy
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by prioritizing Windows-specific technologies and examples (e.g., ASP.NET, WCF, SQL Server Management Studio, ServicePointManager, web.config/URL Rewrite), referencing Windows tools and patterns (e.g., Data Management Gateway, SMB 3.x with Windows clients), and omitting Linux or cross-platform equivalents in code samples and configuration guidance. Most code and configuration examples are .NET/C#, with no mention of Linux command-line, OpenSSL, NGINX/Apache, or other non-Windows approaches. Windows terminology and references (e.g., 'Windows Azure', 'Windows Phone', 'SQL Server Management Studio', 'web.config') are used throughout, and Linux alternatives are not provided or discussed.
Recommendations
  • Add Linux-specific examples for configuring HTTPS, certificate validation, and HSTS (e.g., using NGINX, Apache, OpenSSL).
  • Include cross-platform code samples (e.g., Python, Java, Node.js) for certificate pinning and HTTPS enforcement.
  • Reference Linux tools and patterns (e.g., systemd service accounts, Linux SMB clients, Linux SQL clients) alongside Windows ones.
  • Provide parity in configuration instructions (e.g., show how to enforce HTTPS using NGINX/Apache config, not just web.config/URL Rewrite).
  • Mention and link to documentation for Linux equivalents (e.g., Azure Files SMB support for Linux, SQL Server connection encryption from Linux clients).
  • Avoid using Windows terminology exclusively (e.g., 'Windows Azure', 'Windows Phone') and clarify cross-platform applicability.
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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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets