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. All command-line automation is shown using Azure PowerShell, with no mention of Azure CLI or Bash alternatives. The validation steps explicitly reference creating a Windows VM, and there are no Linux VM instructions or screenshots. The use of Windows tools and terminology is prevalent, and Linux equivalents are absent throughout the guide.
Recommendations
  • Add Azure CLI and Bash examples alongside PowerShell for all automation steps, including private endpoint creation and DNS configuration.
  • Include instructions and screenshots for creating and validating with a Linux VM in Azure, not just Windows.
  • When demonstrating command-line validation (e.g., nslookup), clarify that the commands work on both Windows and Linux, and provide Linux shell syntax where appropriate.
  • Reference cross-platform tools and avoid Windows-specific terminology unless necessary; mention Linux equivalents when discussing network configuration and VM setup.
  • Ensure that prerequisites and step-by-step guides are platform-neutral or offer parallel instructions for both Windows and Linux 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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets