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_tools
windows_first
Summary
The documentation provides examples for Azure Portal, Azure CLI, Azure PowerShell, and REST API. While CLI and REST API are cross-platform, the PowerShell section is extensive and detailed, with multiple example scenarios and configuration objects, whereas the CLI section is brief and limited to basic usage. The prerequisites mention PowerShell and its module version before CLI, and PowerShell examples are given equal or greater prominence than CLI, which may indicate a Windows bias. There are no Linux-specific tools or shell examples (e.g., Bash scripts), and PowerShell is a Windows-centric tool, despite its cross-platform availability.
Recommendations
  • Expand the Azure CLI section to include advanced scenarios, such as using configuration objects and allocation strategies, matching the depth of PowerShell examples.
  • Add Bash script examples for Linux users, especially for tasks like parameter substitution and automation.
  • In prerequisites, mention CLI and PowerShell together, or list CLI first to avoid Windows-first perception.
  • Clarify that PowerShell is available cross-platform, but highlight Linux-native tools where possible.
  • Consider adding a section or tips for Linux/macOS users, such as SSH key management or environment setup.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #252 completed Clean Clean
2026-01-13 00:00 #248 completed Biased Biased
2026-01-11 00:00 #242 completed Biased Biased
2026-01-10 00:00 #239 completed Biased Biased
2026-01-07 06:10 #227 cancelled Clean Clean

Flagged Code Snippets