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
Summary
The documentation page demonstrates a Windows bias by exclusively using Windows Server images for virtual machines, referencing Remote Desktop for access, and providing only PowerShell-based testing instructions. There are no Linux VM deployment examples, nor are SSH or Linux command-line tools mentioned for testing connectivity or DNS resolution.
Recommendations
  • Include parallel examples for deploying Linux-based VMs (e.g., Ubuntu) alongside Windows VMs.
  • Provide instructions for connecting to Linux VMs using SSH, in addition to Remote Desktop for Windows.
  • Add Linux command-line equivalents for testing, such as using 'dig' or 'nslookup' and 'curl' or 'wget' for connectivity tests.
  • Mention Linux tools and patterns (e.g., SSH, bash) wherever Windows tools (Remote Desktop, PowerShell) are referenced.
  • Ensure that both Windows and Linux scenarios are covered in all steps, including VM creation, access, and firewall rule testing.
GitHub Create Pull Request

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

Flagged Code Snippets