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 subtle Windows bias by exclusively referencing the Azure portal (web UI) and Azure CLI, without providing any Linux-specific or cross-platform command-line examples. There are no PowerShell commands, but the lack of explicit Linux shell examples and the use of portal-based instructions may disadvantage Linux users who prefer terminal workflows. Additionally, the documentation does not mention Linux tools or patterns, nor does it provide examples for Linux-based AKS management.
Recommendations
  • Add explicit Linux shell (bash) examples for relevant steps, such as updating AKS service principal credentials and assigning roles.
  • Include Azure CLI commands with notes on cross-platform compatibility (Windows, macOS, Linux).
  • Provide guidance for performing steps via command line on Linux systems, not just via the Azure portal.
  • Clarify that the instructions are applicable to all platforms, and highlight any platform-specific considerations if present.
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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