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_mention
Summary
The documentation briefly mentions Windows and PowerShell as options for creating an AKS cluster before Linux/CLI alternatives, but all actual examples and workflow steps use Azure CLI and Ubuntu runners, which are cross-platform and Linux-friendly. No Windows/Powershell-only instructions or tools are used for the main workflow.
Recommendations
  • List Linux/CLI options before Windows/PowerShell in the 'Before you begin' section to avoid subtle ordering bias.
  • Clarify that all steps and examples are cross-platform and can be run from Linux, macOS, or Windows environments.
  • If mentioning PowerShell, provide parity by mentioning Bash or other Linux-native shells.
  • Consider adding a note that Azure CLI is available on all major platforms.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #253 completed Clean Clean
2026-01-13 00:00 #249 completed Biased Biased

Flagged Code Snippets