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
missing_linux_example
windows_tools
powershell_heavy
Summary
The documentation is heavily oriented toward Windows and Visual Studio on Windows. All instructions, screenshots, and tool references assume the user is on Windows, using Visual Studio, and deploying to Azure App Service (Windows). There are no examples or instructions for Linux users, command-line alternatives, or cross-platform development environments. PowerShell and Windows-specific tools (e.g., Package Manager Console, SQL Server Object Explorer) are used exclusively, with no mention of Bash, Azure CLI, or VS Code.
Recommendations
  • Add parallel instructions and screenshots for Linux/macOS users, including using VS Code or JetBrains Rider as alternative IDEs.
  • Include Azure CLI and Bash command examples for all steps currently shown with PowerShell or Visual Studio UI.
  • Provide guidance for deploying to Azure App Service (Linux) in addition to (Windows), and explain differences if any.
  • Reference cross-platform tools (e.g., Azure Data Studio instead of SQL Server Object Explorer) for database management.
  • Clarify which steps are Windows-specific and provide alternatives for non-Windows environments.
  • Ensure all code/package installation steps have cross-platform equivalents (e.g., dotnet CLI for package management).
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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
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-08-15 00:01 #81 cancelled Biased Biased
2025-07-13 21:37 #48 completed Biased Biased
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets