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), nor any Linux-specific guidance. The only automation example is via Bicep, which is platform-neutral, but the step-by-step instructions assume use of the Azure Portal, a pattern more familiar to Windows users. No Linux terminal or cross-platform command-line alternatives are presented.
Recommendations
  • Add Azure CLI examples for all major operations (creating UAMI, assigning roles, etc.), with explicit Bash syntax.
  • Include PowerShell examples if desired, but always present CLI/Bash examples first or alongside.
  • Clarify that all operations can be performed from Linux, macOS, or Windows using the Azure CLI.
  • Reference cross-platform tools and workflows, such as VS Code with Azure extensions, or GitHub Actions for automation.
  • Explicitly mention platform neutrality where possible, and avoid implying that the Azure Portal is the only or preferred method.
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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