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 documentation demonstrates a Windows bias by prioritizing Windows-centric tools and workflows (such as Visual Studio, Solution Explorer, and PowerShell/Package Manager Console) and omitting Linux-native equivalents. It assumes the use of Windows development environments and does not provide parallel instructions for Linux users, particularly for publishing, package management, and local debugging. There is also a lack of explicit Linux or cross-platform guidance for key steps.
Recommendations
  • Provide Linux and cross-platform alternatives for all development and deployment steps, such as using the dotnet CLI for package management and publishing instead of Visual Studio and Package Manager Console.
  • Include instructions for common Linux editors (e.g., VS Code, JetBrains Rider) and terminal-based workflows.
  • Offer examples for connecting to SQL Database using Linux-native tools (e.g., sqlcmd on Linux, Azure Data Studio) alongside SSMS.
  • Clarify which steps are platform-agnostic and which are Windows-specific, and provide equivalent commands or guidance for macOS and Linux.
  • Explicitly mention and demonstrate how to perform local debugging and authentication flows on non-Windows platforms.
  • Where screenshots are provided, include or reference Linux/macOS UI equivalents if applicable.
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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
2025-09-10 00:00 #107 completed Clean Clean
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed Biased Biased
2025-09-07 00:00 #104 completed Biased Biased
2025-09-06 00:00 #103 completed Biased Biased
2025-09-05 00:00 #102 completed Biased Biased
2025-09-04 00:00 #101 completed Biased Biased
2025-09-03 00:00 #100 completed Clean Clean
2025-09-02 00:00 #99 cancelled Biased Biased
2025-08-17 00:01 #83 cancelled Biased Biased
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