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
Summary
The documentation exclusively uses Azure PowerShell cmdlets for all configuration, verification, and management steps. There are no examples or instructions for using Azure CLI, REST API, or ARM templates, which are cross-platform and commonly used on Linux/macOS. The only tool referenced is PowerShell, which, while available on Linux, is not the default or preferred shell for many Linux/macOS users. There is no mention of Bash, Azure CLI, or other Linux-native workflows.
Recommendations
  • Add equivalent Azure CLI examples for all PowerShell commands, as Azure CLI is cross-platform and widely used on Linux/macOS.
  • Explicitly state that PowerShell Core is available on Linux/macOS and provide installation instructions or a link.
  • Reference REST API or ARM template options for automation, which are platform-agnostic.
  • Where possible, provide Bash script examples or note any differences in command usage on Linux/macOS.
  • Reorganize sections to present cross-platform tools (like Azure CLI) before or alongside 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
2025-08-17 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