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
Summary
The documentation page presents .NET (a Windows-centric technology) package instructions first and in detail, including both in-process and isolated models, before mentioning other language SDKs. PowerShell, another Windows-centric language, is given a dedicated note and migration guide reference. There are no explicit Linux examples, nor are Linux-specific tools or patterns discussed. The order and emphasis may suggest a Windows bias, especially for users seeking parity or guidance for Linux environments.
Recommendations
  • Add explicit instructions or examples for Linux environments, such as referencing package installation via Linux-native tools (e.g., apt, yum, pip for Python, npm for Node, etc.).
  • Include notes or sections on cross-platform compatibility, highlighting any differences or considerations for Linux users.
  • Balance the order of presentation by rotating or grouping language runtimes by popularity or platform neutrality, rather than leading with .NET.
  • Provide examples of configuration or usage in Linux shells (e.g., bash) alongside PowerShell where relevant.
  • Clarify that all SDKs/packages are cross-platform where applicable, and call out any platform-specific limitations.
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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
2026-01-12 00:00 #243 cancelled 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