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_tools
windows_first
powershell_heavy
missing_linux_example
Summary
The documentation provides both Linux and Windows examples for creating Batch pools with extensions, but there is a noticeable emphasis on Windows-specific extensions and tooling. The list of supported extensions includes several Windows-only options (e.g., Antimalware, Diagnostics, HPC GPU drivers for AMD), and Windows extensions are often listed before or alongside Linux equivalents. There are references to Windows-specific certificate store locations and settings, and some troubleshooting guidance is generic but links to both Linux and Windows docs. However, there is a lack of parity in advanced examples, troubleshooting, and extension coverage for Linux, and no Linux-specific command-line or tooling examples (e.g., Bash, cloud-init) are provided.
Recommendations
  • Ensure that Linux and Windows extensions are presented with equal prominence, alternating order or grouping by OS.
  • Add Linux-specific troubleshooting steps and example log file locations (e.g., /var/log/waagent.log) alongside Windows equivalents.
  • Include examples using Linux-native tools (such as Bash scripts, cloud-init, or systemd) for extension management and diagnostics.
  • Expand the list of supported extensions to highlight Linux-only or Linux-preferred options, if available.
  • Provide parity in advanced configuration examples for both Linux and Windows, including certificate management and security settings.
  • Where Windows-specific terminology or settings are used (e.g., 'LocalMachine' certificate store), provide the Linux equivalent or a note explaining the difference.
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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 Clean Clean
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 Clean Clean

Flagged Code Snippets