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 demonstrates a notable Windows bias. Troubleshooting steps and examples are primarily provided for Windows VMs, including detailed PowerShell commands, Windows file paths, and screenshots of Windows tools. Linux equivalents are either missing, referenced only via external links, or not described in detail. This creates friction for Linux users attempting to troubleshoot artifacts on their lab VMs.
Recommendations
  • Provide equivalent Linux troubleshooting steps alongside Windows instructions, including example commands for Bash/SSH.
  • Include file paths and log locations for Linux VMs directly in the documentation, not just via external links.
  • Show how to check artifact status and logs using Azure CLI or SSH for Linux VMs, not only PowerShell.
  • Add screenshots or terminal output examples from Linux environments where appropriate.
  • Ensure that artifact structure and script troubleshooting sections include Linux-specific examples and references.
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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
2025-08-26 00:00 #92 cancelled Clean Clean
2025-07-26 00:01 #61 completed 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