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 verification steps using both Azure CLI and Azure PowerShell, but the PowerShell example is given equal prominence and detail as the CLI example. PowerShell is a Windows-centric tool, and its inclusion alongside CLI (which is cross-platform) can indicate a subtle Windows bias, especially since no Linux-specific shell examples (such as Bash) or explicit Linux verification steps are provided. There are no references to Linux tools or patterns, and the documentation does not mention or prioritize Linux environments or troubleshooting.
Recommendations
  • Add explicit Bash shell examples for verification steps, showing how to run Azure CLI commands on Linux.
  • Clarify that Azure CLI commands work cross-platform, and provide notes or links for installing CLI on Linux.
  • If PowerShell is included, add a note that PowerShell Core is available on Linux and macOS, or provide examples using Bash/zsh.
  • Include troubleshooting tips or resource cleanup steps specific to Linux environments.
  • Consider reordering verification steps to present Azure CLI (cross-platform) before PowerShell, or provide a Linux-first example.
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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