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 page exhibits a notable Windows bias, especially in sections involving command-line operations and automation. PowerShell is the exclusive scripting language used for all imperative examples (e.g., deploying templates, setting access policies, retrieving identities). There are no Bash or Linux shell equivalents provided, and the CLI examples are limited to resource creation/update, not identity or access management. The use of PowerShell is assumed for all users, and Windows-centric tools are referenced first and exclusively in critical steps.
Recommendations
  • Provide equivalent Bash/Azure CLI commands for all PowerShell examples, especially for identity management and access policy configuration.
  • Explicitly mention cross-platform compatibility for all command-line instructions.
  • Add notes or tabs indicating how Linux/macOS users can perform each step, including links to relevant Azure CLI documentation.
  • Where possible, use Azure CLI as the default example, as it is cross-platform, and supplement with PowerShell only as an alternative.
  • Ensure screenshots and UI references are not Windows-specific unless necessary.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets