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
powershell_heavy
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 presented first and in greater detail, which may indicate a subtle Windows-first and PowerShell-heavy bias. There are no explicit Linux/macOS-only tools or shell examples (e.g., Bash scripts), but Azure CLI is cross-platform and is included. No critical functionality is locked to Windows, but the ordering and emphasis may create friction for Linux/macOS users.
Recommendations
  • Present Azure CLI examples before or alongside PowerShell examples, as CLI is cross-platform and preferred by many Linux/macOS users.
  • Add explicit notes clarifying that Azure CLI commands work on Linux/macOS and Windows.
  • Consider including Bash shell script examples for automation scenarios.
  • Balance the depth of explanation between PowerShell and CLI sections.
  • Where possible, avoid language that assumes use of Windows tools or environments.
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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