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
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a mild Windows bias. Windows-specific tools and patterns (e.g., PowerShell scripts, .exe, .cmd, .bat) are mentioned before their Linux equivalents, and container support examples reference Windows images first. There is a lack of Linux-specific examples, and Windows remote access (RDP) is described before Linux (SSH). The documentation also references Windows-centric technologies and tools more frequently than Linux ones.
Recommendations
  • Provide Linux-specific examples alongside Windows ones, such as shell scripts and Python scripts, with equal prominence.
  • Mention Linux tools and access patterns (e.g., SSH) before or alongside Windows tools (e.g., RDP), not after.
  • Include explicit instructions or links for provisioning Linux pools, not just referencing Windows images or tools.
  • Offer container support examples for Linux (e.g., Ubuntu with Docker) before or alongside Windows container examples.
  • Ensure parity in describing file types, startup scripts, and remote management for both OSes.
  • Add sample commands and configuration snippets for Linux environments where only Windows or PowerShell examples are given.
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Scan History

Date Scan Status Result
2026-01-27 00:00 #306 completed Clean Clean
2026-01-26 00:00 #302 completed Clean Clean
2026-01-24 00:00 #294 completed Clean Clean
2026-01-23 00:00 #290 failed Clean Clean
2026-01-18 00:00 #266 completed Clean Clean
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
2025-08-17 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