Sad Tux - Windows bias detected
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

Detected Bias Types
windows_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by exclusively providing Azure Portal (GUI) instructions for role assignment and managed identity operations, which are most commonly accessed from Windows environments. There are no CLI-based examples (such as Azure CLI, Bash, or PowerShell) for these tasks, and no Linux-specific guidance is provided. The only automation example is via Bicep, which is cross-platform, but the step-by-step instructions for manual operations are portal-centric and lack parity for Linux users who may prefer command-line tools.
Recommendations
  • Add Azure CLI examples for creating, assigning, and managing User Assigned Managed Identities and roles, ensuring commands are compatible with Bash and PowerShell.
  • Include PowerShell examples for users who prefer scripting on Windows.
  • Provide explicit instructions for performing all key operations (role assignment, managed identity creation, etc.) via CLI, not just via the portal.
  • Clarify that all operations can be performed from Linux, macOS, or Windows environments using Azure CLI or Bicep.
  • Add a section comparing portal and CLI approaches, highlighting cross-platform options.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets