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
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by consistently presenting Azure PowerShell examples alongside Azure CLI, referencing Windows-specific images (e.g., Windows Server Core), and omitting explicit Linux shell examples (such as Bash or sh). Windows tools and patterns (PowerShell cmdlets, Windows image import) are mentioned or shown before or alongside their Linux equivalents, but Linux-native usage patterns are not covered. There is no mention of Linux-specific shell environments, nor are there examples using Bash, zsh, or other common Linux shells.
Recommendations
  • Add explicit Bash or Linux shell examples for all Azure CLI commands, showing usage in a typical Linux terminal.
  • Include notes or sections on running Azure CLI commands in Linux environments, including installation and authentication steps specific to Linux.
  • Provide parity in image examples by including imports of popular Linux-based images (e.g., Ubuntu, Alpine) alongside Windows images.
  • Clarify that Azure CLI commands are cross-platform and demonstrate their use in both Windows and Linux environments.
  • Avoid referencing only Windows-specific images (such as Windows Server Core) and balance with Linux container images.
  • If PowerShell is shown, also show equivalent Bash scripts for Linux users, especially for authentication and token retrieval steps.
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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