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
missing_linux_example
Summary
The documentation page exhibits a Windows bias primarily through the exclusive use of Azure PowerShell commands for Azure-side verification and management tasks, with no CLI (az) or Bash/Linux shell equivalents provided. All Azure management examples and tunnel status checks are shown with PowerShell, which is most commonly used on Windows. There are no Linux/macOS-specific instructions or examples for these critical steps. The Cisco device configuration is vendor-neutral, but the Azure-side instructions are Windows-centric.
Recommendations
  • Add Azure CLI (az) command equivalents alongside all Azure PowerShell examples for resource creation, verification, and management.
  • Explicitly mention that Azure CLI can be used from Linux/macOS and provide sample Bash scripts or command lines.
  • Where PowerShell is referenced, clarify that cross-platform PowerShell Core is available, or link to instructions for Linux/macOS users.
  • Reorder examples so that CLI and PowerShell are presented together, or alternate which comes first.
  • Include troubleshooting and validation steps using CLI tools available on Linux/macOS.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets