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
Summary
The documentation provides both Azure PowerShell and Azure CLI examples for creating and configuring a cross-subscription Azure Load Balancer. However, the PowerShell (Windows-centric) instructions are presented first and in greater detail, with step-by-step variable assignments and resource creation. The Azure CLI (Linux/macOS-friendly) section is shorter, less detailed, and lacks some of the explanatory context found in the PowerShell section. There are no Linux-specific tools or shell scripting examples, and the overall structure subtly prioritizes Windows/PowerShell users.
Recommendations
  • Present Azure CLI examples before PowerShell, or interleave them for parity.
  • Expand Azure CLI instructions to match the detail and step-by-step guidance provided in the PowerShell section.
  • Add notes or examples for Linux/macOS environments, such as shell scripting or environment setup tips.
  • Explicitly state that both CLI and PowerShell are cross-platform and highlight any platform-specific considerations.
GitHub Create Pull Request

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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Clean Clean

Flagged Code Snippets