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 demonstrates a Windows bias by prioritizing Windows-centric technologies (e.g., ASP.NET, WCF, SQL Server, SMB, Windows Azure references), providing code/configuration examples only for Windows/.NET platforms, and referencing Windows-specific tools and patterns (e.g., web.config, ServicePointManager, SQL Server Management Studio, SMB 3.x for Windows clients). There is a lack of Linux or cross-platform examples, and Linux tools or configuration methods are not mentioned or are omitted entirely.
Recommendations
  • Add equivalent Linux examples for enforcing HTTPS (e.g., Nginx/Apache config snippets for HSTS, HTTPS redirects).
  • Include Linux-compatible code samples for certificate pinning (e.g., Python, Java, Node.js).
  • Reference Linux tools and configuration steps for SQL Server (e.g., using sqlcmd, connection string settings in non-.NET clients).
  • Mention SMB 3.x support for Linux clients (e.g., mount.cifs with encryption options) and provide guidance for Linux environments.
  • Provide parity for web server configuration (e.g., show how to enforce HTTPS and HSTS in Nginx/Apache, not just IIS/web.config).
  • Highlight cross-platform libraries and frameworks (e.g., .NET Core, Java Spring, Python Flask) where applicable.
  • Ensure references and links include Linux documentation and not just Windows/MSDN resources.
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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