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_tools
powershell_heavy
windows_first
Summary
The documentation page demonstrates a moderate Windows bias. It suggests using Microsoft PowerShell to generate GUIDs before mentioning platform-neutral alternatives, and provides a PowerShell script as the first code sample for obtaining an access token. While a cURL example is also included, Windows-centric tools and patterns are introduced before Linux equivalents, and the use of PowerShell is emphasized.
Recommendations
  • When suggesting GUID generation, list platform-neutral or Linux-friendly options first (e.g., 'uuidgen' on Linux/macOS, or online generators), then mention PowerShell as an alternative.
  • Provide Linux/macOS command-line examples (e.g., 'uuidgen') alongside PowerShell for tasks like GUID generation.
  • Present cURL or platform-neutral examples before PowerShell scripts when demonstrating API calls.
  • Explicitly state that all examples work cross-platform, and clarify any OS-specific requirements.
  • Consider adding bash or Python script examples for token acquisition to further improve parity.
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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 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