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
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by referencing Windows-specific tools (SQL Server Management Studio, Integrated Windows authentication), providing examples and instructions that assume Windows environments (e.g., Visual Studio, SSMS), and omitting equivalent Linux tooling or workflows. Linux alternatives for database management, publishing, and local debugging are not mentioned, and Windows-centric terminology and links appear before or instead of cross-platform options.
Recommendations
  • Add explicit instructions and examples for Linux users, including using Azure Data Studio, sqlcmd on Linux, and cross-platform editors like VS Code.
  • Mention Linux-compatible publishing workflows, such as deploying via Azure CLI, GitHub Actions, or VS Code on Linux.
  • Provide guidance for local debugging on Linux, including how to obtain and use access tokens, and alternatives to App Service authentication middleware.
  • Reference cross-platform tools before or alongside Windows-only tools (e.g., list Azure Data Studio and sqlcmd before SSMS).
  • Clarify that the tutorial is applicable to both Windows and Linux environments, and highlight any platform-specific steps.
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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