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 strong Windows bias by exclusively providing PowerShell-based deployment instructions and examples, with no mention of Linux-native tools or cross-platform alternatives. All command-line steps use PowerShell cmdlets, and installation instructions reference Azure PowerShell, which is most commonly associated with Windows environments. There is no guidance for using Azure CLI, Bash, or other Linux-friendly approaches, nor is there any indication of how to perform these tasks on Linux or macOS systems.
Recommendations
  • Add equivalent deployment instructions using Azure CLI, which is cross-platform and widely used on Linux and macOS.
  • Provide Bash script examples for template deployment, including authentication and resource group management.
  • Explicitly mention that Azure PowerShell is available on Linux and macOS, and provide installation instructions for those platforms.
  • Include a section comparing PowerShell and Azure CLI approaches, helping users choose the best tool for their environment.
  • Ensure that all examples and workflow steps are presented for both Windows and Linux users, or clarify platform requirements at the beginning of the article.
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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 Biased Biased

Flagged Code Snippets