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 extensive and detailed, including step-by-step instructions and multiple scenarios (new/existing firewall, policy updates, auto-learn features). PowerShell is a Windows-centric tool, and its prominence may indicate a Windows bias. Additionally, PowerShell instructions are presented before CLI examples, suggesting a 'Windows-first' ordering. There are no Linux-specific shell (e.g., Bash) examples, nor are there references to Linux-native tools or patterns.
Recommendations
  • Ensure Azure CLI examples are as detailed and comprehensive as PowerShell examples, covering all scenarios (new/existing firewall, policy updates, auto-learn features).
  • Consider providing Bash or Linux shell script equivalents for common configuration tasks, especially for scenarios where Azure CLI is supported.
  • Where possible, present Azure CLI examples before or alongside PowerShell examples to avoid implicit prioritization of Windows tools.
  • Explicitly mention cross-platform compatibility for CLI and ARM template methods, and clarify any limitations or differences for Linux users.
  • Add a section or note highlighting best practices for Linux administrators, including links to relevant Azure CLI documentation and troubleshooting tips for Linux environments.
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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets