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
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by providing only C#/.NET examples, referencing NuGet (a Windows-centric package manager), and linking to PowerShell-based authentication guides. There are no Linux-specific instructions, CLI examples, or cross-platform considerations. The workflow assumes development on Windows and omits parity for Linux users or those using non-Windows tools.
Recommendations
  • Add equivalent examples using Azure CLI and Bash scripts for authentication and resource management, which are cross-platform.
  • Include instructions for setting up and running .NET applications on Linux (e.g., using dotnet CLI, installing dependencies on Ubuntu).
  • Reference Linux-friendly package managers and development environments (e.g., dotnet CLI instead of only NuGet/Visual Studio).
  • Provide links to documentation for authenticating service principals using Azure CLI or REST APIs, not just PowerShell.
  • Explicitly state that the instructions are cross-platform, or provide separate sections for Windows and Linux/Mac users.
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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
2026-01-11 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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets