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
Summary
The documentation presents PowerShell examples and tabs before Azure CLI and other cross-platform options, suggesting a Windows-first approach. PowerShell is a Windows-centric tool, and its prominence may signal bias toward Windows users. However, Azure CLI and Python examples are also provided, which are cross-platform. No Linux-specific shell examples (e.g., Bash) or explicit Linux tool references are present.
Recommendations
  • Present Azure CLI examples before PowerShell, as CLI is cross-platform and more widely used outside Windows.
  • Include explicit Bash or shell script examples for Linux users.
  • Clarify that Azure CLI and Python examples work on Linux, macOS, and Windows.
  • Add notes or sections highlighting Linux usage patterns, such as running commands in Bash or using Linux authentication methods.
  • Avoid implying PowerShell is the default or preferred method unless justified by user data.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-12 00:00 #243 cancelled 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 Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
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