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
windows_tools
powershell_heavy
Summary
The documentation consistently provides both Azure CLI and Azure PowerShell examples for each query, with PowerShell (a Windows-centric tool) always present and often listed after Azure CLI. There is a notable presence of Windows-specific queries (e.g., 'WindowsPendingReboot'), while Linux-specific queries are less frequent and only appear in one section. There are no Bash, shell, or Linux-native tool examples, and PowerShell is highlighted as a primary automation method, which may create friction for Linux/macOS users who prefer Bash or other shells.
Recommendations
  • Add Bash/shell script examples for each query, demonstrating how to run az CLI commands in Linux/macOS environments.
  • Where queries are Windows-specific (e.g., 'WindowsPendingReboot'), provide equivalent Linux guest configuration queries (e.g., 'LinuxPendingReboot') if supported.
  • Clarify cross-platform compatibility for each command, noting any limitations or differences for Linux/macOS users.
  • Consider listing CLI examples before PowerShell, or grouping them together, to avoid implicit prioritization of Windows tools.
  • Explicitly mention that Azure CLI is fully supported on Linux/macOS and provide links to installation guides for those platforms.
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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 Clean Clean

Flagged Code Snippets