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 Windows bias by referencing PowerShell (PS) and CLI as primary automation methods, linking to .NET sample code (which is Windows-centric), and omitting explicit Linux/bash examples or guidance. The use of PowerShell is mentioned before CLI, and all code samples are .NET-based, with no mention of Linux shell scripts or cross-platform SDKs. There is no discussion of Linux-specific tools, nor are there examples for bash, Azure CLI on Linux, or other non-Windows environments.
Recommendations
  • Provide explicit bash/Azure CLI examples for all operations currently shown via PowerShell.
  • Include Linux/macOS setup and management instructions alongside Windows/PowerShell steps.
  • Reference cross-platform SDKs (such as Python, Java) and provide sample code for these languages.
  • Clarify that Azure CLI is available and supported on Linux/macOS, and show usage in those environments.
  • Add links to Linux-specific documentation or troubleshooting guides.
  • Ensure that any screenshots or walkthroughs using the Azure portal do not assume a Windows environment.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased