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_heavy
Summary
The documentation lists Windows-centric tools (Azure PowerShell and Azure portal) before Linux-native options (Azure CLI) when describing how to create an Azure Kubernetes cluster. There is a slight ordering bias toward Windows tools, and PowerShell is mentioned as an equal alternative to CLI, which may not reflect the typical Linux user workflow. However, the main deployment instructions use cross-platform tools (kubectl) and do not show exclusive Windows or PowerShell examples.
Recommendations
  • List Azure CLI (Linux-native and cross-platform) before Azure PowerShell and Azure portal when describing cluster creation, or group them without implied priority.
  • Explicitly mention that Azure CLI and kubectl are cross-platform and provide links or notes for Linux users where appropriate.
  • If PowerShell is mentioned, clarify its cross-platform availability or provide Linux shell equivalents if any commands differ.
  • Review related content and ensure parity in examples and tool recommendations for both Linux and Windows users.
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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