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
missing_linux_example
windows_tools
windows_first
Summary
The documentation page provides only Azure PowerShell examples for deploying, validating, and cleaning up resources, with no Azure CLI or Bash equivalents. This creates friction for Linux/macOS users, as PowerShell is not the default shell on these platforms. The instructions and code blocks are tailored to PowerShell, and there is no mention or prioritization of cross-platform tools like Azure CLI until the reference section, which is less discoverable. The order of presentation also puts Windows-centric tools first.
Recommendations
  • Add equivalent Azure CLI examples for all deployment, validation, and cleanup steps, with Bash syntax where appropriate.
  • Clearly indicate which examples are cross-platform and which are Windows-specific.
  • Present Azure CLI/Bash examples before or alongside PowerShell examples to ensure parity.
  • Explicitly mention that Cloud Shell supports both PowerShell and Bash, and provide guidance for both.
  • Link to cross-platform resource management documentation more prominently in the main flow, not just in references.
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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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets