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:
⚠️ powershell_heavy
⚠️ windows_first
⚠️ missing_linux_example
Summary:
The documentation page references Azure PowerShell as an alternative method for restoring AKS clusters, but does not mention or provide equivalent instructions for Linux-native tools, Azure CLI, or kubectl. The only explicit command-line example is PowerShell, and there is no mention of Linux workflows or parity. This suggests a bias toward Windows/PowerShell environments, both by omission and by presenting PowerShell as the primary or only alternative to the portal.
Recommendations:
  • Include Azure CLI examples for restoring AKS clusters, as Azure CLI is cross-platform and widely used on Linux and macOS.
  • Mention and provide examples using kubectl for relevant restore operations, especially for item-level or namespace restores.
  • When referencing PowerShell, always provide equivalent CLI/bash examples and mention them first or equally.
  • Explicitly state that all operations can be performed from Linux, macOS, and Windows, and clarify any OS-specific requirements.
  • Review linked articles (e.g., the PowerShell restore guide) to ensure Linux/CLI parity and cross-reference them here.
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Scan History

Date Scan ID Status Bias Status
2025-07-12 23:44 #41 in_progress ❌ Biased
2025-07-12 00:58 #8 cancelled ✅ Clean
2025-07-10 05:06 #7 processing ✅ Clean