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
Summary
The documentation page demonstrates a Windows bias by referencing PowerShell as the primary method for deploying VMs with ARM templates and not providing equivalent Linux (e.g., Bash, Azure CLI) examples. Windows tooling and patterns are mentioned first or exclusively, with no mention of Linux shell commands or cross-platform alternatives.
Recommendations
  • Include Azure CLI and Bash examples alongside PowerShell scripts for ARM template deployments.
  • Explicitly mention that deployment steps can be performed on Linux, macOS, and Windows, and provide platform-agnostic guidance.
  • Reference cross-platform tools (e.g., Azure CLI, Terraform) where appropriate, not just Windows-centric tools.
  • Ensure troubleshooting steps and error resolution guidance are not limited to Windows environments.
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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