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 tutorial is heavily oriented toward Windows and Visual Studio workflows, with all examples and instructions assuming the user is on Windows. It exclusively references Windows-specific tools (Visual Studio, SQL Server Object Explorer, Package Manager Console, PowerShell/sqlcmd) and does not mention or provide alternatives for Linux/macOS users. There are no instructions for using cross-platform tools (e.g., VS Code, Azure CLI, dotnet CLI), nor guidance for deploying from non-Windows environments.
Recommendations
  • Add instructions for using VS Code or the dotnet CLI to build, run, and publish the ASP.NET app on Linux/macOS.
  • Include Azure CLI or cross-platform commands for database setup and managed identity configuration.
  • Provide examples for connecting to Azure SQL Database from Linux/macOS (e.g., using sqlcmd on Linux, Azure Data Studio, or other cross-platform tools).
  • Mention and demonstrate how to deploy from GitHub Actions or other CI/CD pipelines, which are platform-agnostic.
  • Clearly indicate which steps are Windows/Visual Studio-specific and offer alternatives for other platforms.
GitHub Create Pull Request

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