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 users, with all instructions, screenshots, and tooling based on the Windows platform. There are no Linux or cross-platform alternatives provided for development, deployment, or database management. The use of Visual Studio, SQL Server Object Explorer, and PowerShell/Package Manager Console commands further reinforces a Windows-centric workflow, and there are no mentions of equivalent Linux tools or command-line alternatives.
Recommendations
  • Add instructions for developing and deploying the ASP.NET app using cross-platform tools such as Visual Studio Code, the .NET CLI, and Azure CLI.
  • Provide Linux/macOS-specific steps for tasks such as publishing the app, configuring Azure resources, and managing the SQL database.
  • Include examples using Azure CLI and/or Bash scripts for database setup and managed identity configuration, rather than only PowerShell and Visual Studio GUI.
  • Mention and demonstrate how to use cross-platform SQL clients (e.g., Azure Data Studio, sqlcmd) for database management.
  • Ensure screenshots and walkthroughs are not exclusively tied to Windows/Visual Studio, and provide alternative visuals or text-based instructions for non-Windows environments.
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Scan History

Date Scan Status Result
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-12 00:58 #8 cancelled Clean Clean
2025-07-10 05:06 #7 processing Clean Clean
2025-07-09 23:22 #6 cancelled Clean Clean

Flagged Code Snippets

   Install-Package Microsoft.Data.SqlClient
   Install-Package Microsoft.EntityFramework.SqlServer
   
    Enable-Migrations
    
    Add-Migration AddProperty
    
    Update-Database
    
    <div class="form-group">
        @Html.LabelFor(model => model.Done, htmlAttributes: new { @class = "control-label col-md-2" })
        <div class="col-md-10">
            <div class="checkbox">
                @Html.EditorFor(model => model.Done)
                @Html.ValidationMessageFor(model => model.Done, "", new { @class = "text-danger" })
            </div>
        </div>
    </div>