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
missing_linux_example
windows_tools
windows_first
Summary
The documentation page provides detailed instructions and code samples exclusively for Azure PowerShell, a Windows-centric tool, with no examples for Azure CLI, Bash, or Linux-native workflows. All command-line automation is shown using PowerShell, and there is no mention of Linux shell equivalents or cross-platform scripting. The structure and examples prioritize Windows tooling and patterns, making it difficult for Linux users to follow or replicate the steps without adaptation.
Recommendations
  • Add equivalent Azure CLI examples for all PowerShell command sequences, using Bash syntax where appropriate.
  • Include explicit instructions and code samples for Linux/macOS users, such as using Azure CLI in Bash or Cloud Shell.
  • Mention cross-platform compatibility of Azure tools and clarify which steps can be performed identically on Linux, macOS, and Windows.
  • Reorder or parallelize example sections so that Azure CLI/Bash and PowerShell are presented side-by-side, rather than PowerShell-only.
  • Avoid exclusive reliance on Windows-specific tools (e.g., PowerShell modules) and reference platform-agnostic alternatives where possible.
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Scan History

Date Scan Status Result
2026-01-23 00:00 #290 failed Biased Biased
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

Flagged Code Snippets