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
windows_first
Summary
The documentation demonstrates a moderate Windows bias. It explicitly instructs users to generate GUIDs using Microsoft PowerShell before mentioning online alternatives, and the first scripting example for obtaining tokens is in PowerShell. While a cURL (cross-platform) example is provided, the ordering and language suggest a Windows-first approach. There are no Linux-specific tools or shell examples, and the PowerShell method is referenced as the default for certain tasks.
Recommendations
  • When instructing users to generate GUIDs, mention both PowerShell and Linux/macOS equivalents (e.g., `uuidgen`), or list the cross-platform/online method first.
  • Provide scripting examples in both PowerShell and Bash (or at least shell-agnostic cURL) side by side, or clearly indicate that both are supported.
  • Avoid presenting Windows-specific tools or commands as the default or only method; always include Linux/macOS alternatives.
  • Consider adding a table or section summarizing equivalent commands for common tasks (e.g., GUID generation, HTTP requests) across Windows, Linux, and macOS.
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
2026-01-12 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 Biased Biased
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Biased Biased
2025-09-09 00:00 #106 completed Biased Biased
2025-08-13 00:00 #79 cancelled Biased Biased
2025-07-13 21:11 #45 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-13 20:32 #43 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets