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 strong Windows bias by providing only PowerShell command examples for pipeline deployment and monitoring, referencing Windows file paths (e.g., C:\ADF), and omitting equivalent instructions for Linux or cross-platform environments (such as Bash, Azure CLI, or generic REST API usage). The use of PowerShell and Windows-centric tooling is presented as the default and only option, with no mention of alternatives for Linux or macOS users.
Recommendations
  • Add equivalent examples using Azure CLI and Bash scripts for pipeline creation, deployment, and monitoring.
  • Use cross-platform file path conventions or clarify that the instructions apply to Windows, and provide Linux/macOS alternatives (e.g., ~/ADF or /home/user/ADF).
  • Include REST API usage examples for users who prefer language-agnostic or platform-independent approaches.
  • Explicitly mention that PowerShell is one option and link to documentation for other platforms/tools.
  • Review and update references to Windows-specific tooling to ensure Linux and macOS users are equally supported.
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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