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
Summary
The tutorial demonstrates a strong Windows bias by exclusively providing PowerShell scripts for all command-line tasks, such as resource creation and file copying. There are no equivalent Bash or CLI examples for Linux/macOS users. The prerequisites and step-by-step instructions assume the use of PowerShell, and the workflow is presented with Windows tooling first and only. This limits accessibility for users on Linux or macOS platforms.
Recommendations
  • Provide equivalent Bash shell scripts for all PowerShell examples, using Azure CLI commands where possible.
  • Explicitly mention that the tutorial can be followed on Linux/macOS and provide platform-specific instructions or selectors.
  • Add a section in prerequisites for installing Azure CLI and using Bash, alongside PowerShell.
  • Where UI steps reference objects created by scripts, clarify how Linux users can create and verify these resources.
  • Ensure all code blocks and instructions have both PowerShell and Bash/Azure CLI versions, or use platform selectors.
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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
2025-09-06 00:00 #103 completed 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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets