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 provides detailed instructions and code samples exclusively using Azure PowerShell, with no equivalent examples for Azure CLI, Bash, or Linux/macOS environments. The validation step specifically references creating a Windows VM and does not mention Linux VM alternatives. This creates friction for users on Linux or macOS, who must adapt Windows-centric instructions and tools.
Recommendations
  • Add equivalent Azure CLI examples for all PowerShell scripts, as Azure CLI is cross-platform and widely used on Linux/macOS.
  • Include instructions for creating and validating with a Linux VM (e.g., Ubuntu) alongside the Windows VM steps.
  • When showing command-line validation (e.g., nslookup), clarify that the command works on both Windows and Linux, and provide Linux shell syntax where appropriate.
  • Avoid assuming the use of Windows tools or environments; mention both Windows and Linux options in prerequisites and validation steps.
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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