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
missing_linux_example
Summary
The documentation generally describes a process that applies to both Windows and Linux machines, but several sections and examples show a Windows-first pattern. References to Azure PowerShell for status retrieval are given without equivalent Linux CLI examples, and there is a lack of explicit Linux command-line or shell examples. The runbook naming convention also puts 'Windows' first, and troubleshooting/verification steps reference PowerShell and portal workflows more familiar to Windows users.
Recommendations
  • Provide explicit Linux shell (bash) examples alongside PowerShell examples for tasks such as retrieving job statuses.
  • Mention Azure CLI commands for verification and management, not just Azure PowerShell.
  • Ensure that runbook and automation instructions clarify parity for Linux users, including any OS-specific steps.
  • Add screenshots or walkthroughs for Linux onboarding and verification, if they differ from Windows.
  • Review the order of presentation so that Windows and Linux are treated equally (e.g., alternate which OS is mentioned first, or present both together).
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Scan History

Date Scan Status Result
2026-01-14 00:00 #251 completed Biased Biased
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased