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
missing_linux_example
Summary
The documentation provides examples for Azure CLI, Azure PowerShell, and the Azure Portal. While Azure CLI is cross-platform, Azure PowerShell is a Windows-centric tool and is always presented alongside CLI, sometimes before or with equal prominence. There are no explicit Linux shell (bash, zsh) examples, nor any mention of Linux-specific patterns or tools. The documentation does not acknowledge Linux environments or provide parity for Linux users beyond the CLI, which may lead to a perception of Windows bias.
Recommendations
  • Add explicit bash/zsh shell examples for each query, demonstrating usage in native Linux environments.
  • Clarify that Azure CLI is cross-platform and provide Linux-specific installation or usage notes where appropriate.
  • Consider reordering examples to present CLI (cross-platform) before PowerShell, or group them under 'Command-line' with OS notes.
  • Mention alternative Linux-native tools or scripting patterns where relevant.
  • Explicitly state platform compatibility for each tool to help users choose the best option for their OS.
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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
2026-01-11 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

Flagged Code Snippets