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 Windows-centric tools (Azure PowerShell and Azure portal) before Linux-native options (Azure CLI) when describing how to create an AKS cluster. The mention of Azure PowerShell and the portal, both traditionally Windows-focused, appears before or alongside the Azure CLI, which is more commonly used on Linux. No explicit Linux examples or Linux-specific tooling are highlighted, and there is no mention of Linux shell commands or environments. However, the main deployment instructions use kubectl, which is cross-platform.
Recommendations
  • List Azure CLI (Linux-friendly) as the first option for creating AKS clusters, followed by PowerShell and portal.
  • Explicitly mention that Azure CLI and kubectl commands work on Linux, macOS, and Windows.
  • Provide example commands in both Bash (Linux/macOS) and PowerShell (Windows) where relevant.
  • Clarify that the deployment steps are OS-agnostic and highlight any platform-specific considerations.
  • Add a note or section for Linux users, including tips for using kubectl and Azure CLI on Linux.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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 Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-14 00:00 #111 completed Biased Biased
2025-08-14 00:01 #80 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Biased Biased
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets