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
windows_first
Summary
The documentation page demonstrates a notable Windows bias by relying heavily on PowerShell for command-line examples, especially for critical tasks such as deploying Resource Manager templates and managing Key Vault access policies. While Azure CLI is mentioned for some key vault operations, PowerShell is the primary tool for most automation and scripting steps. There are no explicit Linux/macOS shell examples (e.g., Bash), and PowerShell commands are presented without alternatives or parity for Linux users. The order of presentation also tends to favor Windows-centric tools and workflows.
Recommendations
  • Provide equivalent Azure CLI (az) commands for all PowerShell examples, especially for template deployment and Key Vault access policy management.
  • Include Bash shell examples where possible, or clarify that Azure CLI commands work cross-platform.
  • Add notes or sections explicitly addressing Linux/macOS usage, including any prerequisites or differences in command syntax.
  • Consider reordering examples so that cross-platform tools (Azure CLI) are shown before or alongside PowerShell.
  • Where PowerShell is required, mention that PowerShell Core is available for Linux/macOS and provide installation links.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets