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
windows_tools
Summary
The documentation page displays a Windows bias by providing detailed PowerShell examples and referencing PowerShell modules, which are native to Windows. The PowerShell tab appears before the CLI tab, and there is no mention of Linux-specific shell usage or examples (e.g., Bash). The CLI examples use Azure CLI, which is cross-platform, but do not provide any Linux-specific context or shell integration tips. No Linux-native tools or workflows are discussed, and PowerShell is presented as a primary automation method.
Recommendations
  • Add explicit Bash shell examples for Azure CLI usage, including Linux-specific command-line patterns and environment considerations.
  • Clarify that Azure CLI commands work identically on Linux, macOS, and Windows, and provide sample commands using Bash syntax (with environment variables, piping, etc.).
  • Consider adding a section or tab for Linux automation (e.g., using Bash scripts or cloud-init) to balance the PowerShell-heavy approach.
  • Mention cross-platform compatibility for all tools and clarify any differences in behavior or prerequisites between Windows and Linux.
  • Reorder tabs so that CLI (cross-platform) appears before PowerShell, or provide equal prominence to both.
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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

Flagged Code Snippets