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 a cross-subscription internal load balancer, but the PowerShell (Windows-centric) example is presented first and in greater detail. The page is tagged with 'devx-track-azurepowershell', and the PowerShell example uses more granular steps and explanations, while the Azure CLI example is shorter and less detailed. There are no Linux-specific tools or patterns mentioned, and no Bash or shell script examples are provided.
Recommendations
  • Present Azure CLI examples before or alongside PowerShell examples to avoid Windows-first bias.
  • Expand the Azure CLI section to match the level of detail provided in the PowerShell example, including step-by-step breakdowns and explanations.
  • Add explicit Bash/shell script examples for Linux/macOS users where appropriate.
  • Remove or balance the 'devx-track-azurepowershell' custom tag with an equivalent for Azure CLI or Bash.
  • Mention platform parity and clarify that both PowerShell and CLI work cross-platform.
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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 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