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 provides extensive PowerShell and Windows-centric examples for monitoring Azure Data Factory pipelines, especially in the REST API and PowerShell sections. REST API usage is demonstrated exclusively with PowerShell scripts, and there are no equivalent Linux shell (bash/curl) examples. Windows tools (PowerShell, Write-Host, Get-Date) are used without mention of cross-platform alternatives. The ordering and emphasis on PowerShell and Windows tools may make the documentation less accessible for Linux or macOS users.
Recommendations
  • Add bash/curl examples for REST API usage alongside PowerShell scripts.
  • Explicitly mention that PowerShell examples are primarily for Windows, and provide Linux/macOS alternatives where possible.
  • Include cross-platform command-line examples (e.g., using Python, bash, curl) for monitoring pipelines.
  • Clarify tool requirements and platform compatibility in each section.
  • Balance the ordering so that Windows and Linux examples are presented with equal prominence.
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