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 shell. There are no equivalent Linux shell (e.g., Bash, curl) examples for REST API usage. The PowerShell section is extensive and uses Windows-specific cmdlets and patterns. Windows tools and scripting approaches are mentioned and demonstrated before any Linux equivalents, which are missing entirely. This may hinder Linux users or those using cross-platform environments from easily following the documentation.
Recommendations
  • Add REST API examples using Bash and curl to demonstrate how to monitor pipeline runs from Linux or macOS environments.
  • Include cross-platform scripting examples (e.g., Python, Bash) alongside PowerShell to ensure parity.
  • Explicitly mention that PowerShell examples can be run on Linux (if applicable) or clarify platform requirements.
  • Reorder or balance example sections so that Windows-specific tools are not always presented first.
  • Provide guidance or links for Linux users on installing required tools or adapting examples.
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