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
⚠️ missing_linux_example
Summary:
The documentation exclusively describes management of Azure Key Vault and Azure Stack Edge resources through the Azure Portal UI, with no mention of command-line tools or automation. There are no examples or instructions for using CLI tools such as Azure CLI, PowerShell, or Bash scripts. While this avoids explicit Windows-only tools, the lack of any Linux-oriented or cross-platform command-line examples (e.g., Azure CLI usage) implicitly favors Windows/GUI workflows, which are more common in Windows environments. There are also no references to Linux tools or patterns.
Recommendations:
  • Add Azure CLI examples for all key vault and resource management tasks, as Azure CLI is cross-platform and widely used on Linux.
  • Where relevant, provide Bash script snippets for automating common tasks (e.g., activation key generation, secret retrieval, key vault recovery).
  • Explicitly mention that all operations can be performed from Linux, macOS, or Windows using Azure CLI, and provide equivalent command-line instructions alongside portal steps.
  • If PowerShell examples are added, ensure Azure CLI or Bash equivalents are always provided and appear before or alongside PowerShell.
  • Reference documentation for CLI-based management (e.g., links to Azure CLI Key Vault docs) for users who prefer or require non-GUI workflows.
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Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased