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_first
missing_linux_example
Summary
The documentation page demonstrates a notable Windows bias by providing PowerShell examples and cmdlets first and in greater detail, with no explicit Linux/macOS shell or cross-platform alternatives for key steps such as obtaining GUIDs or object IDs. The deployment and parameter generation steps are shown only with PowerShell, and references to tools are predominantly Windows-centric. While Azure CLI is mentioned, its example is brief and lacks parity with the PowerShell walkthrough.
Recommendations
  • Add equivalent Bash/Azure CLI examples for all steps currently shown only in PowerShell, including obtaining GUIDs and object IDs.
  • Explicitly mention that Azure CLI is cross-platform and provide step-by-step instructions for Linux/macOS users.
  • Where PowerShell cmdlets are referenced for tasks like GUID generation or querying Azure AD, provide CLI or REST API alternatives.
  • Reorder examples so that cross-platform (CLI) instructions are presented before or alongside PowerShell, not after.
  • Clarify any platform-specific requirements for tools and commands.
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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets