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
Summary
The documentation page demonstrates a Windows bias by presenting PowerShell examples before Azure CLI, using .NET code samples exclusively, and omitting Linux-specific shell or SDK examples. There is no mention of Linux tools or patterns, and all code samples and screenshots are oriented toward Windows-centric workflows (PowerShell, .NET, Azure Portal).
Recommendations
  • Provide Linux shell (bash) examples alongside PowerShell, especially for metric queries and log analysis.
  • Include code samples using cross-platform SDKs (e.g., Python, JavaScript) in addition to .NET.
  • Explicitly mention that Azure CLI commands work on Linux/macOS and provide any necessary platform-specific notes.
  • Add screenshots or instructions for accessing logs and metrics using Linux tools or terminal environments.
  • Ensure that examples and instructions are not exclusively tied to Windows tools or the Azure Portal.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets