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
powershell_heavy
missing_linux_example
Summary
The documentation page demonstrates a moderate Windows bias. While Azure CLI is used for most automation steps (which is cross-platform), several sections reference Windows-centric tools (such as SQL Server Management Studio and Active Directory Integrated authentication), and the only IDE-specific publishing instructions are for Visual Studio (Windows). There are no explicit Linux or macOS examples for local debugging, publishing, or database management, and Windows tools are mentioned first or exclusively in several places.
Recommendations
  • Add explicit instructions for local debugging and publishing from Linux/macOS environments, including examples using VS Code, JetBrains Rider, or command-line .NET tools.
  • Include cross-platform alternatives to SQL Server Management Studio, such as Azure Data Studio, and show how to use sqlcmd on Linux/macOS.
  • When mentioning authentication flows, clarify how they work on non-Windows platforms and provide examples for those environments.
  • Avoid referencing Windows-only features (such as Integrated Windows authentication) without also describing Linux/macOS equivalents or alternatives.
  • Ensure screenshots and step-by-step instructions for portal or CLI actions are not Windows-centric, and add notes for Linux/macOS users where workflows differ.
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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