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 moderate Windows bias. Windows-specific executable types (e.g., .exe, .cmd, .bat, PowerShell scripts) are listed before Linux equivalents, and Windows tools (RDP, Windows Server 2016 Datacenter with Containers) are mentioned explicitly, sometimes without equal detail for Linux alternatives. Container support examples focus on Windows images first, and Linux-specific instructions or examples (e.g., mounting disks, container images) are referenced but not detailed. There is a lack of parity in example scripts and tooling between Windows and Linux, with Windows patterns often presented before or instead of Linux ones.
Recommendations
  • Present Linux and Windows examples side-by-side for all relevant operations (e.g., start tasks, application package installation, disk mounting).
  • List Linux script types (e.g., shell scripts, Python scripts) before or alongside Windows types when describing supported executables.
  • Include explicit instructions and examples for Linux remote access (SSH) and container support, matching the detail given for Windows (e.g., Docker setup on Ubuntu images).
  • Mention Linux VM images and configuration options with equal prominence as Windows equivalents.
  • Ensure references to tooling (e.g., RDP, PowerShell) are balanced with Linux alternatives (e.g., SSH, Bash).
  • Add example scaling formulas and node deallocation options using Linux-based pools.
GitHub Create Pull Request

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