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 (a Windows-centric tool) examples before Azure CLI (cross-platform) examples, and provides detailed step-by-step instructions for PowerShell. This ordering and emphasis may suggest a Windows bias, as Linux users typically prefer Azure CLI or Bash examples. No explicit Linux-only tools or shell examples (e.g., Bash) are provided.
Recommendations
  • Present Azure CLI examples before PowerShell examples, as Azure CLI is cross-platform and preferred by many Linux users.
  • Add Bash shell script examples for common tasks to improve accessibility for Linux users.
  • Explicitly mention that Azure CLI commands work on Linux, macOS, and Windows.
  • Consider adding a section for managing exceptions using REST API or ARM templates, which are platform-neutral.
  • Review and balance the depth of instructions for both PowerShell and Azure CLI to ensure parity.
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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 Biased Biased
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
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
2025-08-29 00:01 #95 completed Clean Clean
2025-08-19 00:01 #85 completed Clean Clean
2025-07-17 00:00 #53 completed Clean Clean

Flagged Code Snippets