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_tools
missing_linux_example
Summary
The documentation provides only Azure PowerShell examples for creating managed virtual networks and managed private endpoints, with no equivalent CLI or REST API examples. This assumes users are on Windows or using PowerShell, and does not mention or demonstrate Linux-friendly alternatives such as Azure CLI or ARM templates. The use of PowerShell is presented as the default or only method, which may disadvantage Linux users or those preferring cross-platform tools.
Recommendations
  • Add equivalent Azure CLI examples for all PowerShell commands to ensure Linux and macOS users have parity.
  • Include REST API and ARM template examples for resource creation and management.
  • Explicitly mention that PowerShell is only one of several options, and link to cross-platform alternatives.
  • Review screenshots and UI instructions to ensure they are not Windows-specific (e.g., Azure Portal looks the same, but command-line examples should be platform-neutral).
  • Add a section or note clarifying cross-platform support and best practices for Linux users.
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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
2025-09-08 00:00 #105 completed 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