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 configuration examples for Azure Firewall SNAT private IP address ranges using Azure PowerShell, Azure CLI, ARM templates, and the Azure portal. However, the PowerShell examples are more detailed and appear before CLI examples, which may indicate a Windows-first and PowerShell-heavy bias. There are no explicit Linux shell (bash) or cross-platform scripting examples, and PowerShell is traditionally associated with Windows environments.
Recommendations
  • Add bash shell script examples for Azure CLI commands to demonstrate usage on Linux and macOS.
  • Ensure CLI examples are as detailed as PowerShell examples, including both creation and update scenarios.
  • Consider providing example workflows for Linux administrators, such as using cloud-init or Ansible for ARM template deployment.
  • Explicitly mention that Azure CLI is cross-platform and can be used on Linux, macOS, and Windows.
  • Reorder sections so that Azure CLI examples appear before or alongside PowerShell examples to avoid Windows-first perception.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets