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 focusing exclusively on .NET (C#) for management library usage, referencing Windows-centric tools (PowerShell and Azure Portal) before mentioning Azure CLI, and providing no Linux-specific or cross-platform code samples. The sample code is written in C#, a language most commonly associated with Windows development environments, and there is no mention of Linux-compatible alternatives or instructions for running the sample on Linux. Additionally, the prerequisites section lists PowerShell before Azure CLI, which is more commonly used on Linux.
Recommendations
  • Provide equivalent sample code in a cross-platform language (e.g., Python, JavaScript) or clarify .NET Core compatibility on Linux.
  • Include explicit instructions and examples for running the management libraries on Linux (e.g., using .NET Core on Ubuntu).
  • List Azure CLI instructions before or alongside PowerShell, and clarify CLI usage on Linux.
  • Mention Linux-friendly authentication and environment setup steps (e.g., using environment variables, .NET Core installation on Linux).
  • Add links to Linux-specific documentation or troubleshooting guides for Event Hubs management libraries.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets