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
missing_linux_example
Summary
The documentation page contains several references to PowerShell and Windows-centric tooling (e.g., 'PowerShell API', 'Azure PowerShell'), but does not provide equivalent Linux/macOS examples or mention cross-platform alternatives. There are no explicit Linux shell (bash, CLI) commands or examples, and Windows tools are referenced as the default or only method for certain operations. This creates friction for users on Linux or macOS, who may need to adapt instructions or seek additional resources.
Recommendations
  • Provide equivalent examples using Azure CLI (az) and bash scripting alongside PowerShell instructions.
  • Explicitly mention cross-platform compatibility for SDKs and automation tools (e.g., .NET, Python, REST API).
  • Add notes or sections clarifying how Linux/macOS users can perform the same tasks, including installation and usage of required tools.
  • Avoid referring to Windows tools as the only or default method; present alternatives in parallel.
  • Ensure troubleshooting steps and code snippets are platform-agnostic or include both Windows and Linux/macOS variants.
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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
2025-09-08 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 Biased Biased

Flagged Code Snippets