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 documentation page demonstrates a Windows bias by providing detailed PowerShell examples for key operations (template export, modification, deployment) without equivalent Azure CLI or Bash examples. PowerShell is a Windows-centric tool, and its use is prioritized over cross-platform alternatives. The Azure CLI is mentioned only in passing and not used in any step-by-step instructions. There are no Linux-specific instructions or examples, and the documentation assumes familiarity with PowerShell commands and patterns.
Recommendations
  • Add step-by-step Azure CLI examples for all operations currently covered by PowerShell, including template export, modification, and deployment.
  • Include Bash script examples for common tasks to demonstrate Linux parity.
  • When listing tools or methods (e.g., Azure portal, CLI, PowerShell), present Azure CLI before or alongside PowerShell to avoid 'windows_first' ordering.
  • Explicitly mention that all procedures can be performed on Linux, macOS, and Windows, and provide cross-platform guidance where relevant.
  • Ensure troubleshooting tips and references include CLI-based solutions, not just PowerShell.
  • Consider adding a table or section comparing PowerShell and CLI commands for each major step.
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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
2026-01-12 00:00 #243 cancelled 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
2025-09-16 00:00 #113 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets