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 demonstrates Windows bias by focusing exclusively on Windows Server virtual machines (RDP connections), referencing Azure PowerShell for further deployment steps, and providing only PowerShell-based resource cleanup instructions. There are no Linux VM examples, nor are SSH or Linux command-line tools mentioned. The documentation assumes Windows-centric workflows and tools throughout.
Recommendations
  • Include examples for deploying and connecting to Linux virtual machines (using SSH) alongside Windows examples.
  • Provide instructions for resource cleanup using Azure CLI (cross-platform) and Bash scripts, not just PowerShell.
  • Mention Linux-compatible remote connection tools (e.g., SSH) when discussing firewall NAT rules.
  • Balance references to Windows and Linux in both template resources and validation steps.
  • Add links to documentation for deploying Linux VMs and managing them in 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
2026-01-11 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