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 demonstrates a moderate Windows bias. While Azure CLI is used for most automation steps (which is cross-platform), the tutorial and code samples focus exclusively on .NET (C#) and reference Windows-centric tools and workflows. SQL Server Management Studio (SSMS) and Active Directory Integrated authentication are mentioned without Linux alternatives. Local debugging guidance and publishing instructions prioritize Visual Studio and Git Bash, with no mention of Linux-native editors or deployment tools. There are no Linux-specific examples for connecting to SQL Database, nor are cross-platform alternatives to SSMS (like Azure Data Studio) suggested.
Recommendations
  • Add Linux-specific instructions for local debugging, such as using Azure Data Studio or sqlcmd on Linux.
  • Include examples of connecting to Azure SQL Database from Linux environments, both for administration and app development.
  • Mention cross-platform editors (e.g., VS Code, JetBrains Rider) and deployment workflows for Linux/Mac users.
  • Provide alternative publishing instructions using Azure CLI or Git from Linux terminals.
  • Reference Azure Data Studio as a cross-platform alternative to SSMS for database management.
  • Clarify that Azure CLI and jq commands work on Linux, and provide troubleshooting tips for common Linux shell issues.
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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