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
windows_tools
Summary
The documentation page demonstrates a Windows bias by exclusively providing configuration examples using Azure PowerShell cmdlets, which are most commonly used on Windows. There are no CLI (az), Bash, or Linux-native instructions, and the only automation example is PowerShell. The mention of configuration options lists 'Azure portal or Azure PowerShell', omitting Azure CLI or ARM template methods, which are platform-agnostic and widely used on Linux/macOS. This prioritizes Windows tools and patterns, leaving Linux users without direct guidance.
Recommendations
  • Add equivalent Azure CLI (az) examples for all configuration steps, as CLI is cross-platform and widely used on Linux/macOS.
  • Include Bash script snippets where appropriate, especially for automation scenarios.
  • Mention ARM template or Bicep deployment options for infrastructure-as-code parity.
  • Explicitly state that all steps can be performed on Linux/macOS using Azure CLI, and provide links to relevant cross-platform tooling documentation.
  • Reorder configuration options to list platform-agnostic tools (Azure CLI, ARM templates) before Windows-specific ones (PowerShell).
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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
2025-08-29 00:01 #95 completed 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