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 exclusively uses PowerShell and Windows-centric tooling (Invoke-RestMethod, PowerShell syntax) for all examples and instructions. There are no Linux/macOS equivalents (e.g., Bash, curl, az CLI), nor is there mention of how to perform these steps on non-Windows platforms. This creates friction for Linux/macOS users, who must translate the instructions themselves.
Recommendations
  • Add equivalent examples using Bash and curl for REST API calls.
  • Include instructions using the Azure CLI (az) where possible, which is cross-platform.
  • Explicitly state that the process can be performed on Linux/macOS and provide sample commands.
  • Reorder examples so that cross-platform tools (az CLI, REST API via curl) are shown first or alongside PowerShell.
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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
2026-01-12 00:00 #243 cancelled 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 Clean Clean
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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets