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
windows_tools
Summary
The documentation page demonstrates a Windows bias by presenting Azure PowerShell examples before Azure CLI examples, and by providing detailed PowerShell scripts for resource management tasks. The use of PowerShell is closely associated with Windows environments, and the documentation does not mention or provide parity for Linux-native tools or workflows (e.g., Bash, shell scripting, or Linux-specific guidance). The Azure portal instructions are platform-neutral, but the command-line automation sections prioritize Windows-centric tools and patterns.
Recommendations
  • Present Azure CLI examples before or alongside PowerShell examples, as Azure CLI is cross-platform and widely used on Linux and macOS.
  • Explicitly mention that Azure CLI commands work natively on Linux, macOS, and Windows, while PowerShell is primarily Windows-centric (though available cross-platform).
  • Provide Bash script examples for automation tasks, especially for Linux users.
  • Include notes or sections on Linux-specific considerations, such as package installation for Azure CLI, environment setup, and troubleshooting.
  • Avoid referring to PowerShell as the default or primary automation tool; instead, present both CLI and PowerShell as options.
  • Where possible, link to Linux-focused documentation or tutorials for Azure networking and Redis management.
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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 Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets