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
missing_linux_example
dotnet_heavy
Summary
The documentation page focuses heavily on .NET and .NET Framework APIs, which are most commonly used on Windows. Java is mentioned, but there are no examples or references to Linux-specific tools, patterns, or client libraries (such as Python, Node.js, or CLI usage on Linux). There are no Linux or cross-platform code samples, and the 'Get started' and 'How to use' links point to .NET guides, reinforcing a Windows/.NET-first perspective.
Recommendations
  • Add examples and references for Linux-friendly languages and SDKs, such as Python, Node.js, or Go.
  • Include code samples for Linux shell/CLI usage (e.g., using curl for HTTP APIs, or Azure CLI commands).
  • Balance .NET/.NET Framework references with equivalent instructions for Java, Python, and other cross-platform SDKs.
  • Provide links to 'Get started' guides for non-.NET languages and platforms.
  • Explicitly mention cross-platform compatibility and provide guidance for running on Linux environments.
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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 Clean Clean
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
2025-07-12 23:44 #41 cancelled Clean Clean