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
powershell_heavy
Summary
The documentation page demonstrates mild Windows bias. Windows is mentioned as an OS option alongside Ubuntu, but Windows-specific tools and patterns (like RDP, PowerShell, and references to Windows 7/WSL) are highlighted. Instructions for connecting to VMs mention PowerShell before Bash, and guidance for Windows users is more detailed (e.g., how to connect, install OE SDK). Linux instructions are present but sometimes secondary, and Linux tools are not always given equal prominence.
Recommendations
  • Ensure Linux examples and instructions are presented before or alongside Windows equivalents, not after.
  • Provide parity in detail for Linux and Windows steps, including links to Linux-specific SDK installation and troubleshooting.
  • Mention Linux tools (e.g., Bash, SSH, SCP) first when discussing connection options, and clarify that PowerShell is cross-platform.
  • Add explicit Linux cleanup instructions (e.g., using Azure CLI or Bash) to match Windows resource group deletion guidance.
  • Review and balance references to OS-specific tools (e.g., avoid suggesting PowerShell as the default for SSH on Windows; mention alternatives like Git Bash or WSL equally).
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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
2026-01-11 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

Flagged Code Snippets