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
Summary
The documentation page exhibits a Windows bias by exclusively using Windows-centric examples and patterns, such as 'Administrator' as the VM username, and VM templates named with 'win22'. There are no examples or references to Linux VM templates, Linux usernames, or Linux-specific provisioning steps. The documentation does not mention Linux tools, patterns, or provide Linux-focused sample values, making it less accessible for users intending to deploy Linux VMs.
Recommendations
  • Add Linux VM template examples alongside Windows examples (e.g., use a template named 'contoso-template-ubuntu20' or similar).
  • Provide sample variable values for Linux VMs, such as 'vm_username = "ubuntu"' or 'vm_username = "root"'.
  • Include notes or sections that describe differences in provisioning Linux VMs, such as SSH key usage instead of passwords.
  • Explicitly mention Linux compatibility and provide guidance for Linux-specific configuration (e.g., cloud-init, SSH setup).
  • Ensure that both Windows and Linux scenarios are covered equally in code samples and explanations.
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Scan History

Date Scan Status Result
2026-02-19 00:00 #399 in_progress Clean Clean
2026-02-18 00:00 #395 in_progress Clean Clean
2026-02-17 00:00 #391 in_progress Clean Clean
2026-02-16 00:00 #387 in_progress Clean Clean
2026-02-15 00:00 #383 in_progress Clean Clean
2026-02-14 00:00 #379 in_progress Clean Clean
2026-02-13 00:00 #375 in_progress Clean Clean
2026-02-12 00:00 #371 in_progress Clean Clean
2026-01-14 00:00 #251 completed Clean Clean
2026-01-13 00:00 #247 completed Clean Clean
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets