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 Windows bias by providing REST API examples exclusively in PowerShell, which is primarily a Windows tool. There are no equivalent Linux shell (bash/curl) examples for REST API usage, and PowerShell is featured both in its own section and as the scripting language for REST API examples. This focus on PowerShell and lack of Linux-native command-line examples may disadvantage users on Linux or macOS platforms.
Recommendations
  • Add REST API examples using bash and curl to demonstrate how to monitor pipelines from Linux/macOS environments.
  • Include notes or code samples for using cross-platform tools (e.g., Python requests, curl) alongside PowerShell scripts.
  • Ensure that scripting examples are provided for both Windows and Linux environments, especially in sections where PowerShell is used.
  • Reorder or parallelize examples so that Linux/macOS tools are presented alongside Windows tools, rather than Windows-first.
  • Explicitly mention platform compatibility for each example, clarifying when a tool is Windows-specific.
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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
2026-01-11 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