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 lists both Azure PowerShell and Azure CLI as prerequisites, but presents the PowerShell example before the Azure CLI example for retrieving volume information. This ordering and inclusion of PowerShell may indicate a subtle Windows-first bias, as PowerShell is primarily a Windows tool (though cross-platform now), and many Linux users would expect CLI examples to be primary. No Linux-specific tools or patterns are missing, and the rest of the instructions use platform-neutral Kubernetes and YAML manifests.
Recommendations
  • Present Azure CLI examples before Azure PowerShell examples, as CLI is more commonly used on Linux and macOS.
  • Explicitly mention that both Azure CLI and PowerShell are cross-platform, but Azure CLI is the default on Linux.
  • Consider providing only Azure CLI examples in main instructions, with PowerShell as an optional note for Windows users.
  • Add a note clarifying that all kubectl and YAML steps are platform-agnostic and work equally on Linux, macOS, and Windows.
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Scan History

Date Scan Status Result
2026-01-15 00:00 #254 completed Biased Biased
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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets