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 Azure PowerShell (commonly used on Windows) instructions before Azure CLI examples, and the PowerShell section is more detailed and extensive. This ordering and depth may signal a bias toward Windows users and workflows, as Linux users typically prefer Azure CLI. No Linux-specific tools or shell examples are provided, and the CLI section is shorter and less explanatory.
Recommendations
  • Present Azure CLI examples before PowerShell, as CLI is cross-platform and preferred by many Linux users.
  • Ensure both PowerShell and CLI sections have equal detail, including step-by-step explanations and resource references.
  • Add explicit notes about platform compatibility for each tool (e.g., CLI works natively on Linux/macOS/Windows, PowerShell requires installation on Linux).
  • Consider including Bash script examples or guidance for Linux users where appropriate.
  • Review included files ([!INCLUDE ...]) to ensure they do not contain Windows-centric instructions or terminology.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets