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
powershell_heavy
Summary
The documentation page exhibits Windows bias in several ways: the only example template linked is for Windows VMs, and the deployment guidance in 'Next steps' references Azure PowerShell, with no mention of Linux/macOS alternatives like Azure CLI or Bash. There are no explicit Linux/macOS examples or instructions, and Windows tools/patterns are mentioned before their cross-platform equivalents.
Recommendations
  • Include example templates for Linux VMs alongside Windows VM examples.
  • In 'Next steps', provide links to deployment instructions using Azure CLI and Bash, not just PowerShell.
  • When referencing supported tools/versions (e.g., for zero count), clarify that Azure CLI is cross-platform and provide parity in instructions.
  • Ensure that examples and sample links cover both Windows and Linux scenarios equally.
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Scan History

Date Scan Status Result
2026-01-12 00:00 #99 completed Biased Biased
2026-01-11 06:20 #98 completed Biased Biased
2026-01-10 00:00 #92 completed Clean Clean
2026-01-09 00:00 #87 cancelled Clean Clean
2026-01-06 22:28 #78 completed Clean Clean
2025-12-29 18:00 #48 cancelled Biased Biased
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean

Flagged Code Snippets