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
powershell_heavy
windows_tools
windows_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by exclusively providing PowerShell commands for NuGet package installation, referencing the PowerShell client GUID for authentication, and using Windows-style command prompts in the HBase scaling section. There are no Linux shell equivalents or cross-platform instructions for these steps, and Windows tools/patterns are mentioned first and exclusively in several places.
Recommendations
  • Provide Linux/Unix shell equivalents for NuGet package installation (e.g., dotnet CLI or manual NuGet commands).
  • Clarify that the .NET SDK can be used cross-platform and provide examples for Linux/macOS environments, including authentication flows.
  • Replace or supplement Windows command prompt examples (e.g., HBase scaling commands) with Bash shell equivalents for Linux clusters.
  • Avoid referencing Windows-specific GUIDs (such as PowerShell client) without explaining cross-platform alternatives.
  • Ensure all administrative tasks have Linux/macOS instructions or note any platform 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
2026-01-11 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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased