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 mild Windows bias. While it does mention cross-platform tools like Azure CLI and REST API, it consistently lists Azure PowerShell and Windows-centric deployment patterns (such as the Azure portal) before CLI or Linux-native methods. PowerShell examples are provided alongside CLI, but references to deployment guides point to PowerShell documentation first. There are no Linux-specific instructions, screenshots, or troubleshooting notes, and the workflow assumes familiarity with Windows tools and the Azure portal.
Recommendations
  • Ensure CLI examples are presented before or alongside PowerShell examples, especially in deployment and validation sections.
  • Link to both PowerShell and CLI deployment guides, or provide a neutral 'Deploy templates' reference that covers all platforms equally.
  • Include explicit notes or screenshots for Linux/macOS users, especially for command-line steps and environment setup.
  • Clarify that Azure CLI is cross-platform and provide troubleshooting tips for Linux/macOS users where relevant.
  • Avoid referring to PowerShell or Windows tools as the default or primary method.
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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 Clean Clean

Flagged Code Snippets