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
windows_tools
Summary
The documentation page demonstrates a clear Windows bias. All command-line examples use PowerShell, and file paths are given in Windows format (e.g., C:\ADF). There is no mention of Linux, Bash, or cross-platform alternatives for running pipelines or managing JSON files. The only tooling referenced for automation is Azure PowerShell, with no Azure CLI or REST API examples. This may make it harder for Linux or macOS users to follow the instructions or adapt them to their environments.
Recommendations
  • Add equivalent Azure CLI examples for pipeline creation, management, and execution.
  • Include Bash shell script samples for running pipelines and monitoring status.
  • Use platform-neutral file paths in examples (e.g., /home/user/ADF or ./ADF).
  • Explicitly mention cross-platform options for automation, such as REST API or SDKs.
  • Add notes or sections for Linux/macOS users, highlighting any differences or requirements.
  • Ensure that references to PowerShell are balanced with alternatives, or clarify that PowerShell Core is cross-platform.
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-09-09 00:00 #106 completed 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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets