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
windows_tools
Summary
The documentation demonstrates a moderate Windows bias. PowerShell is featured prominently and always before Azure CLI in code examples. The CLI examples use Windows-style variable assignment and login commands (Connect-AzAccount), which are PowerShell-specific and not applicable to Bash or Linux shells. There are no Linux/Bash-specific instructions, and the documentation does not mention Linux tools or shell patterns, nor does it provide parity for Linux users in example scripts.
Recommendations
  • Provide Bash/Linux-native CLI examples, using standard Bash variable assignment (e.g., rgname="<resource-group-name>") and Azure CLI login (az login) instead of Connect-AzAccount.
  • Clearly distinguish between PowerShell and CLI examples, and ensure CLI examples are platform-agnostic.
  • Add explicit instructions for Linux users, including installation and usage notes for Azure CLI on Linux.
  • Avoid using Windows/PowerShell-specific commands or syntax in CLI sections; use cross-platform commands.
  • Consider listing CLI (Bash) examples before PowerShell to balance platform representation.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
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

Flagged Code Snippets