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
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by providing only Windows-based validation steps (creating a Windows VM and using Windows command line), exclusively using Azure PowerShell for CLI examples, and omitting equivalent Linux instructions or examples. There are no references to Linux tools, Azure CLI, or Linux VM creation, and all command-line validation assumes a Windows environment.
Recommendations
  • Add Azure CLI examples alongside Azure PowerShell for creating private endpoints, as Azure CLI is cross-platform and widely used on Linux.
  • Include instructions for creating and validating with a Linux virtual machine (e.g., Ubuntu) in Azure, with appropriate shell commands (e.g., using bash and nslookup).
  • Present both Windows and Linux validation steps, such as connecting via SSH and running nslookup from a Linux shell.
  • Avoid assuming the reader is using Windows; use neutral language and provide parity in examples for both platforms.
  • Reference Linux documentation links where appropriate, such as 'Create a Linux virtual machine in the Azure portal'.
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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

Flagged Code Snippets