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_tools
windows_first
missing_linux_example
Summary
The documentation page demonstrates a moderate Windows bias. While the main workflow uses Azure CLI (which is cross-platform), several examples and tool references are Windows-centric. SQL Server Management Studio (SSMS) is mentioned as a primary tool for database user management, with no mention of Linux-native alternatives. Visual Studio and Visual Studio Code are referenced for publishing and debugging, but Linux equivalents (such as JetBrains Rider, VS Code on Linux, or CLI-based deployment) are not discussed. The local debugging section references 'Active Directory Interactive' authentication, which is typically Windows-centric, and remote debugging is described only for Visual Studio. There are no explicit Linux-specific examples or guidance for users on Linux systems.
Recommendations
  • Include Linux-native tools for database management, such as Azure Data Studio, sqlcmd on Linux, or other cross-platform SQL clients.
  • Provide examples for publishing and debugging using Linux environments, such as using VS Code on Linux, JetBrains Rider, or CLI-based deployment workflows.
  • Mention how to perform local debugging and authentication on Linux, including any necessary configuration for Azure CLI, .NET, and authentication flows.
  • When referencing tools like SSMS or Visual Studio, also mention cross-platform alternatives and provide links or instructions for their use.
  • Ensure that all command-line examples are verified to work on Linux, and note any platform-specific differences or prerequisites.
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
2026-01-06 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