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
windows_first
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by prominently listing PowerShell and .NET as primary tools for creating linked services, with no mention of Linux/macOS-friendly alternatives (such as Azure CLI or Python SDK) in the main 'Create linked services' section or the related tutorials. PowerShell is highlighted as a key method, which is Windows-centric, and Windows tools are mentioned before REST API or cross-platform options. No Linux-specific examples or parity guidance are provided.
Recommendations
  • Add Azure CLI examples for creating linked services, as CLI is cross-platform and widely used on Linux/macOS.
  • Include Python SDK usage for linked service creation, which is platform-agnostic.
  • Reorder tool lists to start with cross-platform options (REST API, CLI, Python SDK) before Windows-centric tools (PowerShell, .NET).
  • Explicitly state that REST API, Azure CLI, and Python SDK are supported and provide links to their documentation.
  • Add a note clarifying that PowerShell and .NET examples are Windows-centric and suggest alternatives for Linux/macOS users.
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
2025-09-08 00:00 #105 completed Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-03 00:00 #69 completed Clean Clean
2025-08-01 00:00 #67 completed Clean Clean
2025-07-31 00:00 #66 completed Clean Clean
2025-07-30 00:00 #65 completed Clean Clean
2025-07-29 00:01 #64 completed Clean Clean
2025-07-28 00:00 #63 completed Clean Clean
2025-07-27 00:00 #62 completed Clean Clean
2025-07-26 00:01 #61 completed 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