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
dotnet_heavy
Summary
The documentation page exhibits a Windows/.NET bias. While it mentions both Azure CLI and PowerShell for managing subscription filters, PowerShell is listed separately and given equal prominence, despite being Windows-specific. All code samples are in C#/.NET, with no examples for other languages or Linux-native scripting (e.g., Bash). There are no Linux-specific command-line examples, nor are cross-platform SDKs (Python, Java, JavaScript) demonstrated. The 'Next steps' section links to .NET samples first and provides only links (not inline examples) for other languages.
Recommendations
  • Add Bash/Azure CLI examples for all operations currently shown in PowerShell.
  • Provide code samples in at least one non-.NET language (e.g., Python, Java, JavaScript) for creating filters and sending/receiving messages.
  • Ensure that cross-platform tools (Azure CLI, REST API) are mentioned before or alongside Windows-specific tools (PowerShell).
  • Include explicit Linux usage notes or examples, such as running Azure CLI commands in Bash.
  • Balance the 'Next steps' section by including inline examples or walkthroughs for other languages, not just .NET.
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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
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets