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
windows_first
powershell_heavy
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by providing only Windows-centric examples and instructions. The only CLI example is in Azure PowerShell, with no Bash, Azure CLI, or Linux shell equivalents. The validation steps explicitly reference creating a Windows VM and running commands in its command line, without mentioning Linux VMs or alternative platforms. All screenshots and step-by-step instructions are tailored to the Azure portal UI, which is platform-agnostic, but the only OS-specific guidance is for Windows. There is no mention of Linux tools, patterns, or parity in the examples.
Recommendations
  • Add Azure CLI (az) examples alongside PowerShell for all resource creation and configuration steps.
  • Include instructions for creating and validating with a Linux VM, including relevant shell commands.
  • Provide Bash or cross-platform shell examples for DNS validation (e.g., nslookup, dig) on Linux.
  • Explicitly state that steps apply to both Windows and Linux unless there are platform-specific differences.
  • Add screenshots or notes for Linux VM creation in Azure portal, or link to Linux VM documentation.
  • Ensure parity in troubleshooting and validation steps for both Windows and Linux 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