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
windows_tools
Summary
The documentation demonstrates a Windows bias by prioritizing Azure PowerShell examples and workflows before Azure CLI, and by providing detailed PowerShell scripts for key operations. The portal-based instructions implicitly assume a GUI workflow common to Windows users. There is no mention of Linux-specific tools, shells, or considerations, and no explicit parity for Linux-native environments.
Recommendations
  • Present Azure CLI examples before or alongside PowerShell examples, as Azure CLI is cross-platform and more familiar to Linux users.
  • Explicitly mention that Azure CLI commands work natively on Linux, macOS, and Windows, and provide shell-agnostic variable syntax (e.g., export VAR=val for bash).
  • Add Linux shell (bash) equivalents for any PowerShell-specific scripting or variable usage.
  • Clarify that the Azure portal is web-based and platform-agnostic, but consider adding CLI-only workflows for users who prefer not to use a GUI.
  • Where relevant, reference Linux-native tools (e.g., dig instead of nslookup) in troubleshooting or verification steps.
  • Ensure that all automation and scripting examples are available in both PowerShell and bash/CLI formats, and that neither is presented as the default or primary method.
GitHub Create Pull Request

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

## Retrieve a private endpoint using Azure PowerShell

To get the details of a private endpoint, use this PowerShell command:

## Remove a private endpoint using Azure PowerShell

To remove a private endpoint, use the following PowerShell command: