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
missing_linux_example
powershell_heavy
Summary
The documentation page exhibits Windows bias by focusing on creating Windows VMs, labeling example scripts as 'powershell' even though they are bash scripts, and not providing explicit Linux VM creation examples or Linux-specific usage notes. The examples and descriptions prioritize Windows scenarios and terminology, with no mention of Linux images or SSH authentication details for Linux VMs.
Recommendations
  • Include examples for creating Linux VMs, with appropriate configuration and authentication details (e.g., SSH key setup for Linux).
  • Correct the code block language tags to 'bash' or 'azurecli' instead of 'powershell' for scripts that are shell scripts.
  • Explicitly mention both Windows and Linux VM creation options in the table and script descriptions.
  • Add notes or examples for connecting to Linux VMs (e.g., using SSH) alongside Windows connection instructions.
  • Ensure terminology and instructions are platform-neutral where possible, or provide parallel guidance for both Windows and Linux users.
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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