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 lists Windows-centric tools (Azure PowerShell, Azure portal) before Linux/CLI options when describing how to create an Azure Kubernetes cluster. However, the main deployment steps and examples use cross-platform tools (kubectl, YAML), and there are no PowerShell-specific commands or Windows-only tools in the core workflow.
Recommendations:
  • List cross-platform or Linux-native tools (such as Azure CLI) before Windows-specific tools (Azure PowerShell, Azure portal) in prerequisite sections.
  • Explicitly mention that all deployment steps and commands (kubectl, YAML) are cross-platform and can be run from Linux, macOS, or Windows.
  • If possible, provide links or notes for Linux/macOS users on installing and using Azure CLI and kubectl.
  • Ensure future documentation avoids ordering that implies Windows is the primary or preferred platform.
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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