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 is heavily focused on PowerShell and AzureRM modules, which are traditionally Windows-centric. All code examples and automation steps use PowerShell syntax, with no mention of Bash, CLI, or Linux-native tooling. There are no examples or instructions for performing the same tasks on Linux VMs or using cross-platform tools like Azure CLI. The documentation implicitly assumes a Windows environment for automation and scripting.
Recommendations
  • Provide equivalent examples using Azure CLI and Bash scripts for Linux users.
  • Clarify whether the runbook and tagging process works for both Windows and Linux VMs, and provide instructions for both.
  • Include notes or sections on how to import and use modules in cross-platform environments.
  • Add guidance for users who prefer Linux-based automation, such as using Python or shell scripts in Azure Automation.
  • Ensure that screenshots and UI instructions are not Windows-specific, or provide Linux/CLI alternatives where possible.
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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