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 for Azure Load Balancer does not provide any platform-specific examples, but there is evidence of subtle Windows bias. References to virtual machines (VMs) and network security groups (NSGs) are generic, but links to advanced features (such as IPv6 support) point to PowerShell-based guides, which are typically Windows-centric. There are no explicit Linux command-line examples (e.g., Bash, CLI), nor are Linux tools or patterns mentioned. The documentation does not clarify cross-platform management options or provide parity for Linux administrators.
Recommendations
  • Include examples using Azure CLI and Bash scripts alongside PowerShell, especially in advanced feature guides.
  • Explicitly mention that Azure Load Balancer can be managed from both Windows and Linux environments.
  • Provide links to Linux-specific tutorials or documentation where available.
  • Ensure that platform-agnostic tools (such as Azure CLI) are referenced before or alongside PowerShell in all relevant sections.
  • Add a section or note highlighting cross-platform support and management options for Azure Load Balancer.
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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 Clean Clean
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 Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean