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 moderate Windows bias. PowerShell is featured as a primary automation option, and references to PowerShell modules and commands are prominent in both prerequisites and procedural sections. The prerequisites detail PowerShell installation and usage before mentioning CLI, and PowerShell-specific instructions are included even when functionality is limited (e.g., associating an ASG with an existing private endpoint is noted as unsupported in PowerShell). The CLI instructions are present and generally platform-agnostic, but the overall structure and language favor Windows/PowerShell tools and patterns.
Recommendations
  • Ensure CLI instructions are presented before or alongside PowerShell instructions to promote platform neutrality.
  • Clarify that Azure CLI works natively on Linux, macOS, and Windows, and provide explicit Linux/macOS terminal examples (e.g., bash syntax, environment setup).
  • Reduce emphasis on PowerShell-specific prerequisites unless necessary, and highlight CLI as the recommended cross-platform tool.
  • Add troubleshooting or environment setup notes for Linux users (e.g., installing Azure CLI on Ubuntu, using bash variables).
  • Where PowerShell functionality is limited, suggest alternative CLI workflows for Linux/macOS users.
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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
2025-07-12 23:44 #41 cancelled Clean Clean

Flagged Code Snippets