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 mentions creating an Azure Kubernetes cluster using the Azure CLI, Azure PowerShell, or the Azure portal, with PowerShell (a Windows-centric tool) listed before the portal and after the CLI. However, the main deployment instructions use kubectl commands, which are cross-platform and standard for Kubernetes. No explicit Linux or Bash examples are missing, but the ordering in the prerequisites may subtly prioritize Windows tooling.
Recommendations:
  • List cross-platform tools (Azure CLI) before Windows-specific tools (PowerShell) in prerequisites to avoid suggesting a Windows-first approach.
  • Explicitly mention that all kubectl commands work on Windows, Linux, and macOS terminals.
  • If possible, provide links to Linux/macOS-specific instructions for creating AKS clusters, or clarify that the Azure CLI is recommended for all platforms.
  • Ensure parity in documentation by not listing Windows tools before cross-platform or Linux tools unless there is a technical reason.
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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