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_first
missing_linux_example
Summary
The documentation page demonstrates a mild Windows bias by providing PowerShell as the first example for monitoring queue message counts, and does not include any Linux shell (bash) or cross-platform scripting examples. The use of PowerShell and .NET/C# SDK examples may be more familiar to Windows users, while Linux-native tools or SDKs (such as Python or bash/CLI) are not highlighted or demonstrated. There are no explicit references to Windows-only tools, but the ordering and example selection favor Windows environments.
Recommendations
  • Provide bash or shell script examples for common monitoring tasks, especially for Azure CLI usage, to ensure Linux users have clear guidance.
  • Include code samples using cross-platform SDKs, such as Python or JavaScript, alongside .NET/C#.
  • Alternate the order of examples (e.g., show Azure CLI or bash first, then PowerShell) or present them side-by-side to avoid implicit prioritization.
  • Explicitly mention that all Azure CLI commands are cross-platform and can be run on Linux, macOS, and Windows.
  • Where PowerShell is used, consider also showing equivalent bash or shell commands for parity.
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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