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
windows_tools
Summary
The documentation page demonstrates a Windows bias by referencing Windows PowerShell commands (Get-AzRole) as the only CLI example for checking instance status, listing PowerShell and Visual Studio as deployment options, and omitting equivalent Linux CLI (Azure CLI) or shell examples. Windows tools and patterns are mentioned before or instead of Linux alternatives, and there are no explicit Linux or cross-platform command-line instructions.
Recommendations
  • Add Azure CLI (az) examples alongside or before PowerShell commands for checking instance status and performing swaps.
  • Include instructions for deployment using Azure CLI and shell scripts, not just PowerShell and Visual Studio.
  • Explicitly mention cross-platform tooling and provide parity in examples for Linux/macOS users.
  • Reorder deployment options to present cross-platform methods (portal, ARM template, Azure CLI) before Windows-specific tools (PowerShell, Visual Studio).
  • Clarify that all operations can be performed from Linux/macOS environments, not just Windows.
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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
2026-01-12 00:00 #243 cancelled 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