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 Windows bias by providing only PowerShell command examples (no Azure CLI, Bash, or Linux-native examples), referencing Windows-based remote management (RDP and PowerShell) before mentioning Linux (SSH), and linking to deployment instructions that focus on PowerShell. Linux equivalents and cross-platform tools are either omitted or mentioned after Windows options.
Recommendations
  • Provide Azure CLI and Bash examples alongside or before PowerShell commands for all resource management operations.
  • Ensure that remote management instructions and endpoint descriptions mention SSH (for Linux) equally and not as an afterthought.
  • Include links to both PowerShell and CLI deployment guides in the 'Next steps' section.
  • When referencing documentation or templates, ensure parity in examples and guidance for both Windows and Linux virtual machines.
  • Review diagrams and architecture references to ensure they are not Windows-centric (e.g., avoid only referencing 'Run a Windows VM on Azure').
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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

Flagged Code Snippets