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, focusing on .NET (C#) SDK code, and omitting explicit Linux/bash or cross-platform scripting examples. There are no Linux-specific command-line examples (e.g., Bash, shell scripts), and the tools and workflows highlighted (PowerShell, .NET) are more familiar to Windows users.
Recommendations
  • Provide Bash or shell script examples alongside PowerShell and Azure CLI, especially for common monitoring tasks.
  • Include code samples using cross-platform SDKs (e.g., Python, JavaScript) in addition to .NET/C#.
  • Alternate the order of examples so that Azure CLI or Bash appears before or alongside PowerShell to avoid a 'Windows-first' impression.
  • Explicitly mention that Azure CLI commands work on Linux, macOS, and Windows, and provide any necessary Linux-specific notes (e.g., quoting, authentication).
  • Where screenshots or portal instructions are given, clarify that the Azure portal is accessible from any OS.
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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

(Get-AzMetric -ResourceId /subscriptions/xxxxxxxx-xxxx-xxxx-xxxxxxxxxxxx/resourceGroups/contosogroup/providers/Microsoft.Storage/storageAccounts/contoso/queueServices/default -MetricName "QueueMessageCount").data.Average