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
Summary
The documentation page demonstrates a Windows bias in several ways. PowerShell/Windows examples are presented before Bash/Linux equivalents, with the PowerShell tab listed first in the 'Verify your custom domain' section. The PowerShell example uses 'curl.exe' and the 'PS C:\>' prompt, both of which are Windows-specific tools and conventions. Throughout the document, there is a lack of explicit Linux or cross-platform guidance, and the Azure portal screenshots and instructions do not mention platform-specific alternatives or considerations.
Recommendations
  • Present Bash/Linux examples before or alongside PowerShell/Windows examples, or randomize tab order to avoid implicit prioritization.
  • Use platform-neutral tools and prompts in examples (e.g., generic 'curl' usage, avoid 'PS C:\>' prompt).
  • Explicitly mention that all steps and portal instructions apply equally to Linux, macOS, and Windows, or provide notes where there are differences.
  • Include CLI examples using Azure CLI (az) for certificate and managed identity operations, which are cross-platform.
  • Add guidance or screenshots for Linux/macOS users where relevant, especially for command-line operations.
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Scan History

Date Scan Status Result
2026-01-12 00:00 #99 completed Clean Clean
2026-01-11 06:20 #98 completed Clean Clean
2026-01-10 00:00 #92 completed Biased Biased
2026-01-06 22:28 #78 completed Clean Clean
2025-12-29 18:00 #48 cancelled Biased Biased
2025-12-15 00:00 #7 completed Clean Clean
2025-12-14 05:05 #6 completed Clean Clean

Flagged Code Snippets