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
windows_first
missing_linux_example
windows_tools
powershell_heavy
Summary
The documentation page exhibits a Windows bias by focusing exclusively on Windows-based scenarios and tools. It only references RDP connections to Windows Server VMs, provides PowerShell cmdlets for resource cleanup, and does not mention or provide examples for Linux VMs, SSH access, or equivalent Linux command-line tools. There are no Linux-specific instructions or parity in the deployment or validation steps.
Recommendations
  • Include examples for deploying and connecting to Linux virtual machines (e.g., SSH access) alongside Windows examples.
  • Provide equivalent cleanup instructions using Azure CLI (az group delete) and Bash shell commands, not just PowerShell.
  • Mention both RDP (for Windows) and SSH (for Linux) in the NAT rule collection and validation steps.
  • Balance references to Windows and Linux tools and patterns throughout the documentation to ensure cross-platform parity.
  • Consider adding a section or note for users who prefer Linux environments, with relevant links and guidance.
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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