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 ways: Windows tools and workflows (Visual Studio, PowerShell, Windows command prompt) are mentioned first and in more detail, especially in the C and C# sections. Linux alternatives are referenced but often as secondary, with less explicit guidance or relegated to external links. PowerShell and Windows command prompt examples are given before Linux/openssl equivalents. The overall narrative and instructions assume a Windows-based workstation as the default, with Linux support presented as an afterthought.
Recommendations
  • Present Linux and Windows instructions with equal prominence, ideally side-by-side or in parallel tabs.
  • Provide explicit Linux setup and build instructions within the main documentation, not just as external links.
  • Include Linux-first or cross-platform examples for all SDKs and languages, especially for C and C#.
  • Avoid language such as 'This tutorial is oriented toward a Windows-based workstation' or clarify that all platforms are equally supported.
  • For command-line examples, show both Windows (cmd/PowerShell) and Linux (bash) commands together.
  • Highlight cross-platform tools (e.g., VS Code, CMake, Git) and their installation on Linux and macOS.
  • Ensure screenshots and walkthroughs include Linux environments where applicable.
  • Review and update prerequisites to list Linux and macOS options before or alongside Windows.
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-08-17 00:01 #83 cancelled Biased Biased
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets