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 presents Windows-specific tooling (Azure PowerShell) before Linux/CLI alternatives when describing how to create an Azure Kubernetes cluster. However, the main deployment instructions use cross-platform tools (kubectl) and do not show a strong bias in the core workflow. No explicit Linux examples are missing, but the ordering in prerequisites subtly prioritizes Windows tools.
Recommendations
  • List cross-platform tools (such as Azure CLI) before Windows-specific tools (such as Azure PowerShell) in prerequisites and instructions.
  • Explicitly mention that all kubectl commands work on Windows, Linux, and macOS to reinforce cross-platform compatibility.
  • If possible, provide links to Linux/macOS-specific getting started guides alongside Windows/PowerShell links.
  • Review related content and ensure parity in references to platform-specific tooling or portals.
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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