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 demonstrates a notable Windows/.NET bias. Examples and code samples are exclusively in C#/.NET, with no equivalent samples for Linux/macOS-friendly languages (e.g., Python, Java, JavaScript). The CLI and PowerShell sections are brief, with PowerShell mentioned before CLI, and no Bash or Linux shell scripting examples are provided. There are no instructions or examples for Linux-specific tools or workflows, and the code samples assume a Windows/.NET development environment.
Recommendations
  • Add code samples in Python, Java, or JavaScript to demonstrate cross-platform usage.
  • Expand Azure CLI examples with full command sequences for creating filters and rules, including Bash scripting samples.
  • Ensure CLI instructions are given equal prominence to PowerShell, and consider listing CLI before PowerShell.
  • Include notes or sections on how to perform these tasks from Linux/macOS environments.
  • Link to cross-platform SDK samples directly in relevant sections, not just in 'Next steps'.
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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