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 displays a Windows bias by referencing Windows-specific tools (SQL Server Management Studio, Integrated Windows authentication) and patterns before mentioning or providing alternatives for Linux. Examples for connecting to SQL Database use Windows-centric tools and do not offer Linux equivalents (e.g., Azure Data Studio, sqlcmd on Linux, or cross-platform authentication flows). The tutorial assumes Visual Studio and Git Bash, but does not mention Linux-native editors or deployment methods. There are no explicit Linux command-line or tool examples for database management or local debugging.
Recommendations
  • Include examples using cross-platform tools such as Azure Data Studio and sqlcmd on Linux/macOS.
  • Provide instructions for local debugging and deployment using Linux-native editors (e.g., VS Code, JetBrains Rider) and CLI workflows.
  • Mention Linux authentication patterns and clarify differences with Windows authentication, including Kerberos and other protocols.
  • Add screenshots or walkthroughs for Linux environments where applicable.
  • Ensure parity in troubleshooting steps by referencing Linux-compatible tools and environments.
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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