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
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation demonstrates a Windows bias in several areas: Windows tools and terminology are often mentioned first or exclusively (e.g., SMB 3.0, RDP, PowerShell), and Windows-specific libraries (e.g., .NET NuGet package for client-side encryption) are highlighted before or instead of Linux or cross-platform alternatives. PowerShell is given as a primary automation/configuration method, with less emphasis or detail on Linux CLI or scripting. Some sections lack Linux-specific examples or parity in instructions, especially for storage and VPN configuration.
Recommendations
  • Provide Linux and cross-platform examples alongside Windows/PowerShell instructions, especially for configuration tasks (e.g., VPN, storage encryption).
  • Mention Linux tools and protocols (e.g., Samba for SMB, OpenSSH, Linux CLI) with equal prominence and detail.
  • Include references to Linux SDKs and libraries (e.g., Azure Storage SDK for Python, Java, or Node.js) for client-side encryption, not just .NET/Windows libraries.
  • When listing protocols or tools (e.g., SMB, RDP, PowerShell), clarify Linux equivalents and provide links to relevant documentation.
  • Ensure that automation and scripting examples are provided for both PowerShell and Bash/Azure CLI, and that Linux configuration steps are as detailed as Windows ones.
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Scan History

Date Scan Status Result
2026-01-17 00:00 #262 completed Biased Biased
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