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
Summary
The documentation page demonstrates a moderate Windows bias. Windows tools (Visual Studio, Command Prompt, PowerShell) are referenced first and exclusively in the prerequisites and setup steps. Examples for setting environment variables are shown for Windows Command Prompt and PowerShell before Linux/macOS equivalents. The workflow assumes Visual Studio, which is primarily a Windows tool, and does not mention cross-platform alternatives (e.g., VS Code, JetBrains Rider). The .NET Framework itself is Windows-only, but the documentation could better acknowledge Linux/macOS developer workflows for related tasks (such as environment variable setup and editor choice).
Recommendations
  • Explicitly state that .NET Framework is Windows-only and suggest .NET Core/.NET for cross-platform scenarios.
  • Mention cross-platform editors like Visual Studio Code or JetBrains Rider as alternatives to Visual Studio.
  • Present Linux/macOS commands for environment variable setup before or alongside Windows examples, not after.
  • Clarify which steps are Windows-specific and provide guidance for Linux/macOS users where applicable (e.g., using Mono for .NET Framework apps, if relevant).
  • Add a note for Linux/macOS users about limitations and alternatives for .NET Framework development.
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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
2026-01-12 00:00 #243 cancelled 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 Clean Clean
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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets