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
Summary
The documentation provides links to Windows (Azure PowerShell) and Linux (Azure CLI) methods for AKS cluster creation, but the PowerShell link is listed before the Azure portal link, and Azure CLI is listed first. All command examples use Azure CLI and kubectl, which are cross-platform and not Windows-specific. No PowerShell or Windows-only tools are used in examples. The documentation explicitly states LocalDNS is only supported on Azure Linux or Ubuntu node pools, and there are no Windows-specific instructions or tools. The minor bias is limited to the order of quickstart links, where PowerShell is mentioned before the portal.
Recommendations
  • List Linux and cross-platform tools (Azure CLI, kubectl) before Windows-specific tools in prerequisite links.
  • Consider grouping quickstart links by platform or clarifying that Azure CLI and Azure PowerShell are both cross-platform.
  • Ensure parity in example commands for both Azure CLI and PowerShell if relevant, but in this case Azure CLI is sufficient since LocalDNS is Linux-only.
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Scan History

Date Scan Status Result
2026-02-18 00:00 #397 in_progress Biased Biased
2026-02-17 00:00 #393 in_progress Clean Clean
2026-02-16 00:00 #389 in_progress Clean Clean
2026-02-15 00:00 #385 in_progress Clean Clean
2026-02-14 00:00 #381 in_progress Biased Biased
2026-02-13 00:00 #377 in_progress Biased Biased
2026-02-12 00:00 #373 in_progress Clean Clean
2026-02-11 00:00 #369 in_progress Clean Clean
2026-02-10 00:00 #365 completed Biased Biased
2026-02-09 00:00 #361 completed Clean Clean
2026-02-08 00:00 #357 completed Biased Biased
2026-02-05 00:00 #345 completed Clean Clean
2026-02-04 00:00 #341 completed Clean Clean
2026-02-03 00:00 #337 completed Biased Biased
2026-02-02 00:00 #333 completed Clean Clean
2026-02-01 00:00 #329 completed Clean Clean
2026-01-31 00:00 #325 completed Clean Clean
2026-01-30 00:00 #321 completed Clean Clean
2026-01-27 00:00 #309 completed Clean Clean
2026-01-21 00:00 #281 completed Clean Clean
2026-01-14 00:00 #253 completed Clean Clean
2026-01-13 00:00 #249 completed Biased Biased

Flagged Code Snippets