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 exclusively uses PowerShell for all examples and instructions, with no mention of Bash, Python, or cross-platform alternatives. All automation steps, module installations, and runbook creation are described using PowerShell-specific modules and syntax, which are most familiar to Windows users. There is no guidance for Linux or macOS users, nor are Azure CLI or SDK alternatives presented. The documentation implicitly assumes a Windows-centric workflow, potentially excluding users who prefer or require Linux-native tools.
Recommendations
  • Add equivalent examples using Azure CLI, which is cross-platform and widely used on Linux and macOS.
  • Include Bash script samples for runbook creation and cluster management.
  • Mention Python SDK or REST API options for automation, with code snippets.
  • Clearly state PowerShell is available on Linux and macOS, and provide installation instructions for non-Windows platforms.
  • Reorder sections or add parallel instructions so Linux-friendly tools are presented alongside or before Windows-specific ones.
  • Provide guidance on choosing between PowerShell and other automation tools based on user environment.
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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 Clean Clean
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 Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-06 00:00 #103 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets