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
powershell_heavy
windows_first
Summary
The documentation presents Azure PowerShell examples first and in greater detail, with step-by-step cmdlets and variable usage. The Azure CLI example is provided second, is less detailed, and lacks parity in explanation and context. There are no Linux-specific tools or shell examples (e.g., Bash scripting), and the PowerShell focus may disadvantage Linux users, as PowerShell is primarily associated with Windows environments.
Recommendations
  • Present Azure CLI examples before or alongside PowerShell examples to avoid Windows-first ordering.
  • Ensure CLI examples are as detailed and comprehensive as PowerShell examples, including variable usage and step-by-step breakdowns.
  • Add Bash script examples for Linux users, especially for multi-step operations.
  • Explicitly mention cross-platform compatibility for both CLI and PowerShell, and clarify prerequisites for running PowerShell on Linux.
  • Include troubleshooting or environment setup notes for Linux users (e.g., installing Azure CLI, running PowerShell Core on Linux).
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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