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

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 ID Status Bias Status
2025-09-14 00:00 #111 completed ❌ Biased
2025-08-14 00:01 #80 in_progress ❌ Biased
2025-07-13 21:25 #47 cancelled ❌ Biased
2025-07-13 20:48 #44 cancelled ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

Flagged Code Snippets