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
windows_first
Summary
The documentation page demonstrates a strong Windows bias by exclusively referencing PowerShell cmdlets for both deprecated and current management operations. There are no examples or mentions of Linux-native tools, such as Azure CLI, Bash, or scripting alternatives. The PowerShell focus implicitly prioritizes Windows users and omits guidance for Linux or cross-platform users. REST API mappings are provided, but all command-line examples and tool references are PowerShell-centric.
Recommendations
  • Add equivalent Azure CLI examples for all PowerShell cmdlets, showing how to perform the same operations on Linux/macOS.
  • Include Bash scripting examples for REST API calls, using curl or httpie, to demonstrate platform-neutral automation.
  • Explicitly mention cross-platform options (e.g., Azure CLI, SDKs in Python/Node.js) in the 'Next steps' section alongside PowerShell.
  • Reorder sections or provide parallel examples so that Linux-friendly tools are presented before or alongside Windows/PowerShell options.
  • Clarify that PowerShell is available on Linux/macOS, but also highlight native Linux workflows and tools.
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 Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased