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
powershell_heavy
missing_linux_example
Summary
The documentation page demonstrates Windows bias in several ways: Windows and PowerShell examples are provided and emphasized, with explicit instructions and notes about PowerShell syntax. The REST and CLI examples use 'osType: Windows' and Windows-centric parameters, while Linux-specific examples or references are missing. There are no explicit Linux shell or Linux VM creation examples, and the CLI and REST examples default to Windows settings. PowerShell is given its own section and detailed notes, while Linux command-line patterns (e.g., bash scripting, Linux-specific flags) are not covered.
Recommendations
  • Add explicit Linux VM examples, including 'osType: Linux' in REST and CLI samples.
  • Provide bash shell examples alongside PowerShell, especially for Azure CLI usage.
  • Include notes or sections on Linux command-line conventions (e.g., line continuation, environment variables).
  • Ensure parity in documentation for Linux and Windows, such as troubleshooting, FAQ, and tool usage.
  • Avoid defaulting to Windows-centric parameters in generic examples; alternate or show both OS types.
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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

Flagged Code Snippets