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
powershell_heavy
windows_first
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by consistently providing Azure PowerShell examples alongside Azure CLI, referencing Windows-specific images (e.g., Windows Server Core), and mentioning PowerShell commands and patterns throughout. There is a lack of explicit Linux shell examples (e.g., Bash), and no mention of Linux-specific tools or workflows. The ordering and prominence of PowerShell and Windows references may make the documentation less approachable for Linux users.
Recommendations
  • Add explicit Bash/Linux shell examples for all Azure CLI commands, showing usage in a typical Linux terminal environment.
  • Include notes or sections clarifying that Azure CLI commands work identically on Linux, macOS, and Windows, and provide OS-agnostic instructions where possible.
  • Balance examples by including both Windows and Linux container images (e.g., show an import of an Ubuntu or Alpine image alongside Windows Server Core).
  • Avoid referencing Windows-specific tools or patterns (such as PowerShell) before their Linux equivalents; if both are mentioned, alternate the order or present them in parallel.
  • Add troubleshooting and setup notes relevant to Linux environments (e.g., permissions, shell differences, package installation).
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Scan History

Date Scan Status Result
2026-02-18 00:00 #395 in_progress Biased Biased
2026-02-17 00:00 #391 in_progress Clean Clean
2026-02-16 00:00 #387 in_progress Biased Biased
2026-02-15 00:00 #383 in_progress Biased Biased
2026-02-14 00:00 #379 in_progress Biased Biased
2026-02-13 00:00 #375 in_progress Biased Biased
2026-02-12 00:00 #371 in_progress Biased Biased
2026-02-11 00:00 #367 in_progress Clean Clean
2026-02-10 00:00 #363 completed Clean Clean
2026-02-09 00:00 #359 completed Biased Biased
2026-02-08 00:00 #355 completed Biased Biased
2026-01-14 00:00 #251 completed Biased Biased
2026-01-13 00:00 #247 completed Biased Biased
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