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 page exhibits a moderate Windows bias. Windows-based tools (Visual Studio, PowerShell, Windows command prompt) are mentioned first and in detail, with Linux alternatives often referenced as secondary or via external links. Some sections, especially for C development, provide step-by-step instructions for Windows/Visual Studio but only refer Linux/macOS users to external documentation. Command-line examples default to Windows syntax, and PowerShell is used for key derivation before Linux/openssl. The overall flow and language assume a Windows environment as the default.
Recommendations
  • Provide Linux/macOS instructions and examples alongside Windows, not as secondary references.
  • Include Linux-first or cross-platform command-line examples (e.g., bash, openssl) before or alongside PowerShell.
  • Expand C development environment setup for Linux/macOS directly in the tutorial, not just via external links.
  • Use neutral language (e.g., 'On your development environment' instead of 'On Windows') and clarify cross-platform applicability.
  • Ensure all SDK setup and sample code instructions are equally detailed for Linux/macOS users.
  • Where possible, use cross-platform tools (e.g., VS Code, CMake CLI) and highlight their usage.
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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