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 strong Windows bias by providing only PowerShell-based deployment scripts and examples, with no equivalent Bash or Linux shell instructions. All code samples use PowerShell syntax, and there is no mention of Linux-specific tooling or patterns, despite the cross-platform nature of Azure CLI and Kubernetes. This may hinder Linux users or those working in non-Windows environments from following the guide efficiently.
Recommendations
  • Provide equivalent Bash shell scripts for all PowerShell examples, especially for deployment and resource management steps.
  • Explicitly mention that Azure CLI and kubectl are cross-platform, and show usage examples in both Windows (PowerShell) and Linux (Bash) environments.
  • Include notes or sections on Linux prerequisites, such as package managers (apt, yum) for installing Azure CLI, kubectl, and other tools.
  • Ensure that all commands (e.g., az group delete, az sql mi-arc list) are shown in both PowerShell and Bash syntax where differences exist.
  • Review references to client tools and clarify cross-platform support, recommending alternatives if any tool is Windows-only.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets