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_first
missing_linux_example
Summary
The documentation page demonstrates a strong Windows bias by providing only PowerShell command examples for pipeline creation and execution, referencing Windows file paths (e.g., C:\ADF), and omitting any equivalent instructions for Linux or cross-platform environments (such as Bash, Azure CLI, or platform-neutral tooling). The tutorial and walkthrough links also focus exclusively on Azure PowerShell, reinforcing the Windows-centric approach.
Recommendations
  • Add equivalent Azure CLI examples for pipeline creation, management, and execution, using Bash syntax and Linux file paths.
  • Include notes or sections on how to perform these tasks on Linux/macOS, highlighting any differences in environment setup or command usage.
  • Reference cross-platform tools (such as Azure CLI, REST API, or SDKs) alongside PowerShell, ensuring parity in documentation and examples.
  • Avoid using Windows-specific file paths (e.g., C:\ADF) in generic examples; use platform-neutral paths or provide both Windows and Linux/macOS variants.
  • Update tutorial links and walkthroughs to include cross-platform options, not just PowerShell.
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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
2025-09-08 00:00 #105 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets