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
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation demonstrates a Windows bias by prioritizing Windows/Visual Studio workflows, providing PowerShell and Windows tool examples, and omitting explicit Linux development environment instructions. Key steps such as connecting to SQL Database and project modification are described in the context of Windows tools (Visual Studio, PowerShell), with no equivalent Linux or cross-platform guidance. Visual Studio for Windows is featured before cross-platform editors, and there are no examples for Linux-based SQL tools or development environments.
Recommendations
  • Add explicit instructions and examples for Linux and macOS development environments, including using VS Code and JetBrains Rider.
  • Provide SQL Database connection steps using cross-platform tools such as sqlcmd (with installation instructions for Linux/macOS) or Azure Data Studio.
  • Include CLI-based workflows for project modification and publishing, avoiding reliance on Visual Studio GUI steps.
  • Ensure all PowerShell examples have Bash or shell equivalents.
  • Reorder sections to present cross-platform or neutral tooling (e.g., Azure CLI, VS Code) before or alongside Windows-specific tools.
  • Clarify that all steps can be performed on Linux/macOS, and provide troubleshooting notes for non-Windows 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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets