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
missing_linux_example
windows_first
powershell_heavy
Summary
The documentation page demonstrates a Windows/.NET bias by providing only .NET (C#) code samples, referencing Windows-centric tools and workflows, and prioritizing Windows/PowerShell instructions for prerequisites. There are no examples or guidance for Linux users or for other programming languages/platforms commonly used on Linux.
Recommendations
  • Add equivalent code samples in other languages/platforms commonly used on Linux, such as Python (using Azure SDK for Python) or Java.
  • Include explicit instructions and examples for Linux environments, such as using Bash or Azure CLI for authentication and management tasks.
  • Reorder or balance prerequisite instructions so that Azure CLI (cross-platform) is listed before or alongside Azure PowerShell.
  • Clarify that the management libraries are currently only available for .NET, and provide alternative approaches for Linux users if possible (e.g., using REST API or Azure CLI for management tasks).
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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