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
windows_first
powershell_heavy
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by listing Azure PowerShell as a primary method for pipeline creation and referencing Azure Resource Manager templates and REST API, but does not mention or provide examples for Linux-native tools or CLI usage. There are no Linux-specific instructions, nor are there examples using Azure CLI, which is cross-platform. The order of methods puts PowerShell before REST API and ARM templates, reinforcing a Windows-first approach. No Linux shell or command-line examples are provided.
Recommendations
  • Include Azure CLI examples for pipeline and linked service creation, as Azure CLI is cross-platform and widely used on Linux.
  • Explicitly mention Linux compatibility and provide instructions for Linux users where relevant (e.g., installing drivers, authentication).
  • Reorder the list of supported creation methods to avoid putting PowerShell first; consider listing CLI and SDKs before platform-specific tools.
  • Add a section or note on using the service from Linux environments, including any prerequisites or differences.
  • Provide sample commands or scripts for Linux shell environments (bash) where applicable.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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 Clean Clean
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 Clean Clean

Flagged Code Snippets