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
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by exclusively referencing the Azure portal (web UI) and omitting command-line examples. There are no examples using cross-platform tools such as Azure CLI, Bash, or PowerShell, nor are there any Linux-specific instructions. The workflow assumes use of the graphical portal, which is more common on Windows, and does not provide parity for users who prefer or require command-line automation, typical in Linux environments.
Recommendations
  • Add Azure CLI command examples for all steps, especially for app registration, service principal creation, and role assignment.
  • Include Bash script snippets for updating AKS credentials and provisioning service principals.
  • Explicitly mention that all steps can be performed from Linux, macOS, or Windows, and provide platform-agnostic instructions.
  • Where the Azure portal is referenced, provide equivalent CLI commands as alternatives.
  • If PowerShell is used, ensure Bash or Azure CLI equivalents are always provided.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-01-14 00:00 #251 completed Clean Clean
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Clean Clean
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets