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
powershell_heavy
windows_first
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a Windows bias in several ways: PowerShell scripts and Windows-centric tools (Test-NetConnection, RDP) are used for troubleshooting, with no equivalent Linux commands provided. Windows VM image preparation is covered in detail and listed before Linux instructions. Troubleshooting steps often assume Windows environments or tools, and Linux-specific guidance is limited to a few sections, with less detail and no command-line examples for common Linux tasks (e.g., checking IP conflicts, deleting images).
Recommendations
  • Provide Linux command equivalents for all troubleshooting steps, e.g., use 'ip', 'ss', 'curl', or 'nc' for network checks instead of only 'ping' and PowerShell.
  • Include Bash or shell script examples alongside PowerShell for tasks like listing and deleting ingestion jobs.
  • Ensure Linux VM image preparation is covered with equal detail and prominence as Windows workflows.
  • Mention Linux remote access methods (SSH) and tools (netcat, lsof) where RDP or Windows tools are referenced.
  • Add troubleshooting steps for common Linux errors (e.g., systemd, journalctl logs) in VM provisioning and network setup.
  • Review the order of sections and examples to avoid consistently listing Windows before Linux.
GitHub Create Pull Request

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