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 is heavily focused on PowerShell, which is primarily a Windows-centric tool, and all deployment examples use PowerShell commands. References to VM creation and connection steps link first to Windows VM articles, with Linux VM instructions only mentioned in passing (e.g., SSH port 22). There are no Linux shell (Bash) or Azure CLI examples provided directly on the page, and Linux-specific patterns or tools are absent.
Recommendations
  • Add equivalent Azure CLI (Bash) examples for all deployment steps, either inline or in parallel with PowerShell examples.
  • Provide explicit links and examples for creating and managing Linux VMs, not just Windows VMs.
  • Mention cross-platform tooling (e.g., Azure CLI, Bash scripts) at the same prominence as PowerShell.
  • Ensure connection instructions and troubleshooting steps include Linux scenarios and tools.
  • Reorder or balance references so that Linux and Windows instructions/examples are presented with equal visibility.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets