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_first
missing_linux_example
Summary
The documentation provides detailed PowerShell examples for creating and updating Azure Fluid Relay resources with CMK, and references a Windows VM tutorial for managed identities. PowerShell is a Windows-centric tool, and its examples are presented before Azure CLI, which is more cross-platform. There are no explicit Linux/bash examples or references to Linux-specific workflows, and the prerequisites link to a Windows VM tutorial for managed identities, omitting Linux VM equivalents.
Recommendations
  • Add explicit bash/Linux shell examples for REST API calls (e.g., using curl) and Azure CLI usage.
  • Include links to managed identity tutorials for Linux VMs alongside the Windows VM tutorial.
  • Present Azure CLI examples before PowerShell examples, or clarify that CLI is cross-platform and suitable for both Windows and Linux.
  • Mention that PowerShell Core is available on Linux, if relevant, but provide bash alternatives for common operations.
  • Review troubleshooting and prerequisites sections for references to Windows-only tools or workflows, and add Linux equivalents where missing.
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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
2026-01-12 00:00 #243 cancelled 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
2025-07-17 00:00 #53 completed Biased Biased
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets