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
Summary
The documentation provides examples for both Azure CLI and Azure PowerShell throughout, but PowerShell is a Windows-centric tool and is featured equally alongside CLI. There is a notable Windows bias in the 'Import from Microsoft Container Registry' section, where the only example given is for a Windows Server Core image. There are no explicit Linux/macOS examples (e.g., importing Ubuntu or Alpine images), nor is there mention of Linux-specific patterns or tools. The documentation does not mention platform-specific issues or considerations for Linux/macOS users, and Windows images are highlighted before any Linux equivalents.
Recommendations
  • Add examples importing popular Linux images (e.g., Ubuntu, Alpine, nginx) from public registries and Microsoft Container Registry.
  • Explicitly state that Azure CLI and PowerShell are cross-platform, but clarify installation and usage differences for Linux/macOS users.
  • Include troubleshooting notes or caveats for Linux/macOS environments if any exist.
  • Balance examples by alternating between Windows and Linux image imports, or provide both in each relevant section.
  • Mention that Azure CLI is natively available on Linux/macOS and provide links to installation guides for those platforms.
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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