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

Bias Types:
⚠️ windows_first
⚠️ powershell_heavy
⚠️ missing_linux_example
⚠️ windows_tools
Summary:
The documentation exhibits a Windows bias by prioritizing Windows and Visual Studio (Windows) workflows, providing PowerShell and SQLCMD (Windows-centric) instructions, and omitting explicit Linux/macOS development environment examples for key steps such as database permission granting and debugging. Linux equivalents, such as using sqlcmd on Linux or cross-platform editors like VS Code, are not given equal prominence or detail.
Recommendations:
  • Provide explicit Linux/macOS instructions for all command-line steps, especially for connecting to Azure SQL Database (e.g., using sqlcmd on Linux/macOS, or Azure Data Studio).
  • Include examples for common Linux development environments (e.g., VS Code on Linux, JetBrains Rider) alongside Windows/Visual Studio.
  • Avoid assuming PowerShell or Windows tools as the default; offer Bash and cross-platform CLI alternatives where possible.
  • Structure environment setup sections so that Windows and Linux/macOS instructions are presented in parallel tabs or sections, rather than Windows-first.
  • Clarify that all Azure CLI commands can be run from Bash on Linux/macOS, and provide troubleshooting notes for any OS-specific differences.
  • When referencing file paths or configuration files, use OS-agnostic language or provide both Windows and Linux/macOS path examples.
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Scan History

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

Flagged Code Snippets

Install-Package Microsoft.Data.SqlClient
"Server=tcp:<server-name>.database.windows.net;Authentication=Active Directory Default; Database=<database-name>;"
Install-Package Microsoft.Data.SqlClient Install-Package Microsoft.EntityFramework.SqlServer
"Server=tcp:<server-name>.database.windows.net;Authentication=Active Directory Default; Database=<database-name>;"