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
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a moderate Windows bias, particularly in the 'Restoring Access for Managed Identity Topology' section, where only a PowerShell command is provided for reassigning managed identities. There are no equivalent CLI or scripting examples for Linux/macOS users, and the use of PowerShell is assumed as the default automation tool. The rest of the instructions are largely Azure Portal-based and platform-neutral, but the lack of cross-platform command-line examples may create friction for non-Windows users.
Recommendations
  • Provide equivalent Azure CLI commands alongside PowerShell examples for all automation steps, especially for tasks like assigning managed identities.
  • Explicitly mention that tasks can be performed from any OS using Azure CLI or Azure Cloud Shell, not just PowerShell.
  • Where PowerShell is referenced, add a note or link to Azure CLI documentation for Linux/macOS users.
  • Review all automation and scripting instructions to ensure Linux/macOS parity and avoid assuming Windows as the default environment.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets