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
Summary
The documentation page demonstrates a mild Windows bias. Windows-specific executable/script types (e.g., .exe, .cmd, .bat, PowerShell) are listed before Linux equivalents, and Windows tooling (RDP, Windows Server 2016 Datacenter with Containers) is mentioned explicitly and sometimes before Linux options. Container support examples focus on Windows images first, with Linux options implied but not detailed. There are no explicit Linux shell or tool examples, and the documentation references Windows patterns and tools more frequently.
Recommendations
  • List Linux script types (e.g., shell, Python) before or alongside Windows types when discussing supported executables.
  • Provide explicit Linux examples and tooling (e.g., SSH, Linux VM images) in parallel to Windows examples.
  • When discussing container support, include examples and instructions for Linux-based container pools (e.g., Ubuntu with Docker) alongside Windows Server options.
  • Mention Linux remote access (SSH) before or alongside Windows (RDP) when describing node access.
  • Ensure that references to OS-specific features, images, or tools are balanced and not Windows-first.
  • Add links to Linux-specific documentation (e.g., provisioning Linux nodes, troubleshooting on Linux) where appropriate.
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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