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 exhibits Windows bias in several ways: VM creation examples exclusively use Windows Server images, and all instructions for connecting to the VM and testing the private endpoint use Windows-specific tools (PowerShell, Windows Server). There are no examples or instructions for creating or using a Linux VM, nor for verifying connectivity using Linux-native tools (e.g., curl, dig, nslookup in bash). The portal instructions and CLI commands default to Windows, with no mention of Linux alternatives.
Recommendations
  • Add parallel instructions and examples for creating a Linux VM (e.g., Ubuntu) in both portal and CLI sections.
  • Provide Linux-native commands for verifying DNS and connectivity (e.g., using bash with nslookup, dig, curl, wget).
  • When listing VM image options, mention both Windows and popular Linux distributions, or show how to select either.
  • Include screenshots or command outputs from Linux environments where appropriate.
  • Explicitly state that the private endpoint can be tested from either Windows or Linux VMs, and provide guidance for both.
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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

Flagged Code Snippets