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
windows_first
Summary
The documentation page demonstrates a Windows bias by exclusively providing command-line examples using PowerShell and the Az PowerShell module, which are primarily Windows-centric tools. There are no examples or guidance for Linux users, such as using Azure CLI, Bash, or cross-platform scripting. The PowerShell examples are detailed and given equal prominence to the Azure Portal, but Linux-native tools and workflows are entirely absent. Additionally, installation instructions and prerequisites focus on PowerShell-specific requirements, further reinforcing the Windows-first approach.
Recommendations
  • Add equivalent Azure CLI examples for all operations (create, view, edit, delete project) to support Linux and macOS users.
  • Include Bash scripting samples where appropriate, demonstrating cross-platform automation.
  • Mention that Azure CLI is available on Windows, Linux, and macOS, and provide installation instructions for non-Windows platforms.
  • Clarify that PowerShell Core (pwsh) is cross-platform, but also provide CLI alternatives for users who prefer native Linux tools.
  • Ensure that any prerequisites or environment setup steps include Linux/macOS instructions, not just PowerShell/Windows-specific guidance.
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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 Biased Biased
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets