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
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a Windows bias in several ways: example responses and request bodies frequently reference Windows VMs (e.g., osType: "Windows"), and metadata fields such as <OsType>Windows</OsType> appear repeatedly. There are no examples or notes for Linux VMs, nor any mention of Linux-specific restore considerations, patterns, or troubleshooting. All sample VM sizes and configurations are generic or Windows-centric, and no Linux tools or CLI examples are provided.
Recommendations
  • Include example responses and request bodies for Linux VMs (osType: "Linux").
  • Add notes or sections describing any differences or considerations when restoring Linux VMs (e.g., handling SSH keys, boot diagnostics, disk mount points).
  • Provide sample VM configurations and metadata for Linux, such as <OsType>Linux</OsType> in tokenExtendedInformation.
  • Mention Linux-specific troubleshooting steps or common issues (e.g., kernel mismatches, cloud-init).
  • Ensure parity in documentation by alternating examples between Windows and Linux, or providing both side-by-side.
  • If there are CLI or scripting examples, include Bash/cURL or Azure CLI commands alongside any PowerShell or Windows-centric tools.
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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
2026-01-12 00:00 #243 cancelled 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
2025-08-19 00:01 #85 completed Biased Biased
2025-07-19 13:51 #54 completed 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 Clean Clean

Flagged Code Snippets