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
windows_tools
Summary
The documentation page demonstrates a Windows bias by providing only Windows-centric examples and instructions. The only CLI example uses Azure PowerShell, which is primarily used on Windows, with no equivalent Azure CLI or Bash example for Linux/macOS users. The validation steps exclusively reference creating and using a Windows VM, omitting instructions for Linux VMs. The command-line validation uses nslookup but is shown only in the context of a Windows VM. There is no mention of Linux tools, patterns, or parity in the walkthroughs.
Recommendations
  • Add equivalent Azure CLI (az) examples alongside Azure PowerShell for creating resources and private endpoints.
  • Include instructions for creating and validating with a Linux VM, referencing the appropriate Azure documentation.
  • Show command-line validation steps (e.g., nslookup, dig) for both Windows and Linux environments.
  • Explicitly mention cross-platform compatibility and provide guidance for users on macOS and Linux.
  • Balance screenshots and walkthroughs by including Linux portal or SSH examples where relevant.
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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