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 page demonstrates a Windows bias by exclusively using Azure Portal (GUI) instructions and omitting any command-line examples, such as Azure CLI or PowerShell. There are no Linux-specific or cross-platform command-line instructions, which may disadvantage users who prefer or require CLI-based workflows, especially on Linux or macOS. The absence of CLI examples and reliance on portal screenshots implicitly prioritizes Windows/GUI usage patterns.
Recommendations:
  • Add Azure CLI examples for all management tasks (e.g., adding system-assigned/user-assigned identities, configuring upstream settings, setting Key Vault access policies) alongside portal instructions.
  • Explicitly mention that Azure CLI commands are cross-platform and suitable for Linux, macOS, and Windows.
  • Where PowerShell is relevant, provide equivalent Bash/Azure CLI commands.
  • Include at least one end-to-end example using only CLI tools to demonstrate parity for Linux and macOS users.
  • Clarify in prerequisites or introduction that all features are accessible from any OS using the CLI, not just via the Azure Portal.
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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