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 page demonstrates a Windows bias by prioritizing Windows and Visual Studio (Windows) workflows, providing PowerShell and Windows-specific tools and instructions, and omitting equivalent Linux/macOS command-line or development environment examples. Key steps such as database permission grants and local development setup are described using Windows-centric tools (PowerShell, Visual Studio), while Linux alternatives are either missing or less detailed.
Recommendations
  • Provide explicit Linux/macOS instructions for all steps, especially for database permission grants (e.g., using sqlcmd on Linux/macOS, or Azure Data Studio).
  • Include examples for common Linux-based development environments (e.g., JetBrains Rider, VS Code on Linux, CLI-only workflows).
  • When listing development environment setup, avoid putting Windows/Visual Studio first; instead, present cross-platform options in parallel or start with the most platform-agnostic (e.g., Azure CLI, VS Code).
  • For all command-line instructions, ensure both PowerShell and Bash/Azure CLI equivalents are given, and clarify which platforms each applies to.
  • Add notes or callouts for any steps that are Windows-only, and provide workarounds or alternatives for Linux/macOS users.
  • Ensure screenshots and UI walkthroughs are not exclusively from Windows tools; include or reference Linux/macOS equivalents where possible.
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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