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 provides both Azure PowerShell and Azure CLI examples for all major operations, ensuring cross-platform coverage. However, PowerShell (a Windows-centric tool) is consistently presented first in every example and section, and all sample outputs are shown in PowerShell format. Additionally, installation instructions and output formatting are described in detail for PowerShell before CLI, and the screenshots and text outputs use PowerShell syntax exclusively. There are no examples or references to Linux/macOS-specific shell environments (e.g., Bash), nor are there CLI outputs shown in native Linux shell formatting.
Recommendations
  • Alternate the order of PowerShell and CLI examples, or present CLI examples first in some sections to avoid implicit prioritization of Windows tools.
  • Include sample outputs for Azure CLI commands, especially in sections where only PowerShell output is shown.
  • Add notes clarifying that Azure CLI works natively on Linux/macOS and provide links or tips for shell integration (e.g., Bash, zsh).
  • Where output formatting is discussed, show both PowerShell and CLI output formats.
  • Ensure screenshots and code blocks are balanced between PowerShell and CLI, or use CLI output for visual examples where possible.
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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
2026-01-12 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 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

Flagged Code Snippets